0 Airway secretory cell 0.0112359550561798 0.0210722304428694 1 85 5 0.0117647058823529 AQP3, MUC5AC, MUC5B, PIGR, SCGB1A1 AQP3 GSM4288846 0 Stromal cell 0.0114942528735632 0.0126965214109789 1 85 3 0.0117647058823529 COL5A1, KLF6, LUM KLF6 GSM4288846 0 T cell 0.0112359550561798 0.0210722304428694 1 85 5 0.0117647058823529 CD27, CD28, CD3D, CD3E, CD3G CD28 GSM4288846 0 CD4+ T cell 0.0113636363636364 0.0168931906953749 1 85 4 0.0117647058823529 CD4, CTLA4, FOXP3, IL2RA CD4 GSM4288846 0 CD8+ T cell 0.0114942528735632 0.0126965214109789 1 85 3 0.0117647058823529 CD4, CD8A, CD8B CD4 GSM4288846 0 Regulatory T (Treg) cell 0.0113636363636364 0.0168931906953749 1 85 4 0.0117647058823529 CD4, CTLA4, FOXP3, IL2RA CD4 GSM4288846 0 Natural killer cell 0.010752688172043 0.0376135531866114 1 85 9 0.0117647058823529 FCGR3A, FCGR3B, KLRB1, KLRB1, KLRC1, KLRD1, KLRF1, KLRK1, NCAM1 KLRB1 GSM4288846 0 CD4+ memory T cell 0.0114942528735632 0.0126965214109789 1 85 3 0.0117647058823529 CCR7, CD27, IL7R IL7R GSM4288846 0 Oligodendrocyte 0.0194174757281553 0.00199262641469922 4 85 125 0.0470588235294118 ACAT2, ACTG1, AFAP1L2, AMOTL2, ANGPTL2, APOD, ARL4A, ASIC1, ATCAY, ATP5E, BIN1, C17orf76-AS1, C2orf27A, CDH13, CDHR1, CNP, COX7C, CRB1, CSPG4, CXADR, DHCR24, DHCR7, DLL1, DLL3, EBP, EEF1B2, EEF2, EIF3E, EIF3L, EPN2, FA2H, FABP7, FAU, FDPS, FERMT1, FGFBP3, FXYD6, GAP43, GNB2L1, GPR17, GPR37L1, GRIA2, GRIA4, GRIK2, HIP1, HIPK2, IFITM10, KCNIP3, KLRC2, LDHB, LHFPL3, LIMA1, LIMS2, LMF1, LPPR1, LRRN1, MAML2, MAP1A, MAP2, MARCKSL1, MEST, MICAL1, MIF, MTSS1, MYT1, NACA, NAP1L1, NEU4, NME1, NME2, NPM1, NPPA, NXPH1, OLIG1, OLIG2, OMG, OPCML, P2RX7, PGRMC1, PHACTR3, PHLDA1, PHLDB1, PID1, POLR2F, RAB2A, RAB33A, RGMB, RGR, RPL13A, RPL31, RPS17L, RPS2, RPS23, RPSAP58, RTKN, SCD, SERINC5, SGK1, SHD, SHISA4, SIRT2, SLC1A1, SNX1, SNX22, SOX8, TAGLN3, TCF12, THY1, TM7SF2, TMEFF2, TMEM97, TMSB10, TMSB4X, TNK2, TRAF4, TUBB, TUBB3, TUBB4A, UGT8, UQCRB, VIPR2, WSCD1, ZCCHC24, ZDHHC9, ZEB2 EEF1B2,LDHB,ARL4A,PHLDA1 GSM4288846 0 Microglial cell 0.043010752688172 0 24 85 497 0.282352941176471 A2M, ABCG2, ABHD12, ABI3, ACTR2, ACY3, ADAM28, ADAM9, ADAP2, ADORA3, ADRB2, AIF1, ALOX5, ALOX5AP, ANXA11, ANXA4, ANXA5, AOAH, AP1B1, APBB1IP, APLP2, APOC1, APOE, APPL2, ARHGAP12, ARHGAP4, ARHGAP9, ARHGDIB, ARPC1B, ARRB2, ASAH1, ATAT1, ATM, ATP6V0E1, ATP8B4, AXL, B2M, B3GNT5, BCL11A, BEX1, BHLHE41, BIN1, BIN2, BLNK, BLVRB, BRI3, BST2, BTG2, C10orf128, C10orf54, C12orf75, C1orf61, C1QA, C1QB, C1QC, C2, C20orf27, C3, C3AR1, C5AR1, CAP1, CAPZB, CASP1, CCL3, CCL4, CCL4L2, CCND1, CCR1, CD14, CD164, CD24, CD300A, CD36, CD37, CD4, CD53, CD63, CD68, CD74, CD81, CD83, CD84, CD86, CEBPA, CEBPD, CECR1, CH25H, CMTM6, CMTM7, CNN3, CNPY3, COLGALT1, CORO1A, CPED1, CPVL, CREBL2, CREG1, CRYBB1, CSF1R, CSF3R, CSRP2, CTSA, CTSB, CTSC, CTSD, CTSL, CTSS, CX3CR1, CXCL16, CYBA, CYBB, CYFIP1, CYTH4, DAB2, DBN1, DCX, DHRS3, DHRS9, DNAJB1, DNPH1, DOCK2, DOCK4, DOCK8, DPP7, DUSP1, DYNLT1, EGFL7, EGR1, EGR2, EGR3, ELAVL4, ELF1, ENTPD1, EVI2A, FABP5, FABP7, FAM105A, FAM78A, FAM96A, FBLN1, FCER1G, FCGR1A, FCGR1B, FCGR1C, FCGR2A, FCGR3A, FCGRT, FES, FGD2, FLI1, FMNL3, FOLR2, FOS, FOSB, FPR1, FRMD4A, FTL, FXYD6, FYB, GAA, GADD45B, GAL3ST4, GALNT1, GAS6, GATM, GGA2, GGTA1P, GIMAP4, GLIPR1, GLUL, GM2A, GMFG, GNAI2, GNB4, GNG5, GNG7, GPM6A, GPN3, GPR183, GPR34, GPSM3, GPX1, GRN, GSN, GSTA4, GSTK1, GYPC, HAVCR2, HCK, HCLS1, HCST, HERPUD1, HEXA, HEXB, HIST1H1C, HLA-B, HLA-C, HLA-E, HN1, HPGDS, HSPA1A, HSPA1B, HTRA1, HVCN1, IER2, IER3, IFI16, IFI30, IFITM2, IFNGR1, IGF1, IGFBPL1, IGFLR1, IGSF6, IKZF1, IL10RA, IL13RA1, IL16, IL17RA, IL6R, IL6ST, INPP5D, IPCEF1, IRF8, ITGAM, ITGAX, ITGB2, ITM2B, ITM2C, ITPR2, JAG1, JUN, JUNB, KCTD12, KIAA0226L, KLF2, KLF6, LAIR1, LAMP1, LAMP2, LAPTM5, LAT2, LCP1, LGMN, LHFPL2, LILRB4, LIMS1, LINC00461, LINC00936, LINC00996, LINC00998, LINC01094, LINC01158, LINC01551, LIPA, LOC100506388, LOC100996255, LOC101929497, LOC284454, LPAR5, LPAR6, LPCAT2, LPIN2, LRMP, LST1, LTC4S, LY86, LY96, LYN, LYST, MAF, MAGED1, MAN2B1, MANBA, MAST3, MBNL1, MDK, MED12L, MEF2A, MEIS2, MERTK, METTL7A, MFSD1, MGAT1, MGAT4A, MGST2, MILR1, MIS18BP1, MKNK1, MLLT11, MNDA, MPEG1, MPP1, MRC1, MS4A7, MSN, MYH9, MYL12A, MYLIP, MYO1F, NAA20, NABP1, NAGA, NAIP, NCF4, NCKAP1L, NEAT1, NEU1, NEUROD6, NFIB, NFKBIA, NGFRAP1, NGRN, NINJ1, NNAT, NPC2, NPL, NR3C1, NR4A1, NR4A2, NRIP1, NSG1, OAS1, OCIAD2, OLFML3, OLR1, OSTF1, OTUD1, P2RX4, P2RY12, P2RY13, P3H2, PAFAH1B3, PAG1, PALD1, PARVG, PDGFB, PDK4, PDPN, PFN1, PFN2, PLA2G15, PLA2G7, PLCB2, PLD3, PLD4, PLEK, PLTP, PLVAP, PLXDC2, PNMA1, POLD4, PPA1, PPP1R18, PPT1, PRDX2, PRR13, PSAP, PSMB10, PTAFR, PTGS1, PTPN6, PTPRC, PTPRE, PTPRZ1, PYCARD, RAB29, RAB31, RAB32, RAB3IL1, RAPGEF6, RASSF4, RB1, RBMS1, RBP1, RCN3, RCSD1, REEP4, RGS1, RGS10, RGS19, RGS2, RHBDF2, RHOB, RHOG, RIN2, RNASE6, RNASET2, RNF13, RNF130, RNF135, RNF213, RPAIN, RPS6KA1, RTN1, RUNX1, RYR1, S100A11, SALL1, SAMSN1, SASH3, SAT1, SCAF11, SCAMP2, SCG3, SELPLG, SERPINA1, SERPINB6, SERPINF1, SESN3, SFMBT2, SFT2D1, SGK1, SH2B3, SIGLEC10, SIGLEC8, SIPA1L2, SIRPA, SLC15A3, SLC29A1, SLC29A3, SLC7A7, SLC7A8, SLC9A9, SLCO2B1, SMAP2, SOCS6, SORL1, SOX11, SOX4, SP100, SPP1, SPRED1, SRGN, STAB1, STMN1, STOM, STXBP2, SWAP70, SYK, SYNE2, SYNGR2, SYT1, TACC1, TAGAP, TAGLN3, TAL1, TAPBP, TBXAS1, TCF4, TCIRG1, TFEC, TGOLN2, TIMP2, TLN1, TLR10, TLR4, TLR7, TM6SF1, TMBIM1, TMC6, TMEM119, TMEM161B-AS1, TMEM173, TMEM52B, TMIGD2, TMIGD3, TMSB15A, TNFAIP8L2, TNFRSF1A, TNFRSF1B, TPP1, TPT1, TREM2, TSC22D1, TSC22D3, TSPAN13, TUBA1A, TUBB2B, TUBB3, TYROBP, UCP2, VAMP8, VAV1, VMP1, VSIG4, WAS, WASF2, WDR91, XBP1, YWHAQ, ZBTB20, ZFHX3, ZFP36, ZFP36L1, ZFP36L2, ZMYM6NB CD4,GPR183,FOS,DUSP1,TPT1,IFITM2,S100A11,ITM2B,TMEM173,GIMAP4,IFNGR1,CTSB,SORL1,GPSM3,TSC22D3,DNAJB1,JUNB,KLF6,TAGAP,FOSB,NFKBIA,PPA1,JUN,HSPA1B GSM4288846 0 Cancer stem cell 0.0106382978723404 0.0417055369782744 1 85 10 0.0117647058823529 ABCG2, ALDH1A1, ALDH1A2, ALDH1A3, CD24, CD44, EPCAM, KIT, MYD88, PROM1 CD44 GSM4288846 0 Mesenchymal cell 0.0206185567010309 0.00157139726774513 2 85 14 0.0235294117647059 ACTA2, CD44, CDH2, FN1, ITGA5, MMP2, S100A4, SNAI2, TNC, TWIST1, VIM, WNT5A, ZEB1, ZEB2 S100A4,CD44 GSM4288846 0 Naive CD8+ T cell 0.0163934426229508 0.00915277142624293 3 85 101 0.0352941176470588 ABLIM1, ACTN1, AIF1, APBA2, APEX1, ARHGAP45, ARHGEF18, ATM, BACH2, BEX4, C1orf162, C1orf228, C6orf48, CA6, CAMK4, CCR7, CD248, CD55, CEP68, COQ8A, DGKA, EEF2, EIF3E, EIF3L, EPHX2, EXOSC8, FAM102A, FAM117B, FAM60A, FKBP5, FOXP1, GAS5, GCSAM, GIMAP2, GLTSCR2, GPR155, GPR183, IGF1R, ITFG2, LDHB, LDLRAP1, LEF1, LEF1-AS1, LINC01550, LMO7, LRRC75A, LRRC75A-AS1, LRRN3, MAL, MAML2, MLXIP, MYC, NDFIP1, NELL2, NOG, NOSIP, NPAT, NPM1, NT5E, OXNAD1, PASK, PDE3B, PDK1, PIK3IP1, PLEKHB1, PRKCQ-AS1, PSIP1, R3HDM4, RACK1, RASGRP2, RCAN3, RIC3, RPS8, SCML4, SELL, SERINC5, SGSM3, SH3YL1, SMAP2, SNED1, SNURF, SPINT2, SPTBN1, STMN3, TCF7, THAP7, THEM4, TMEM123, TMEM204, TMEM63A, TNFSF8, TOMM7, TPCN1, TRABD2A, TRAP1, TRMT1, TXK, UBQLN2, VIPR1, WDR43, ZNF101 GPR183,LDHB,NOSIP GSM4288846 0 Mucosal-associated invariant T cell 0.115107913669065 0 16 85 70 0.188235294117647 ADAM12, APOL3, B3GALT2, CCR1, CCR2, CCR6, CD160, CD40LG, CEBPD, CERK, COLQ, CTSH, DKK3, DPP4, DUSP1, EDEM2, ERN1, FKBP11, FLT4, GALC, GPR171, GPR65, GYG1, HACL1, HPGD, IFNGR1, IKZF2, IL12RB2, IL18R1, IL18RAP, IL23R, IL4I1, JAML, KLRB1, LOC643733, LST1, LTK, MBOAT1, ME1, MKNK1, NCR3, NFKBIA, NR1D1, NRIP1, OBFC1, ODF2L, P2RY14, PBXIP1, PDK3, PHACTR2, PNP, PRNP, RORA, RORC, RUNX2, SESN1, SLAMF1, SLC4A10, SPOCK2, SYTL2, TBC1D31, TC2N, TLE1, TMEM71, TMIGD2, TNF, TRAT1, TSPAN15, TTC39C, ZBTB16 CD40LG,KLRB1,DUSP1,CCR6,SLAMF1,SPOCK2,RORA,IFNGR1,ERN1,PBXIP1,FKBP11,TTC39C,SESN1,PNP,NFKBIA,TNF GSM4288846 0 Exhausted CD8+ T cell 0.0113314447592068 0.0287440517563635 4 85 272 0.0470588235294118 ABCG1, ACP5, ACSL4, ACTN4, AFAP1L2, AHI1, AIP, AKAP5, ANKRD10, ANXA5, APOBEC3C, APOBEC3D, APOBEC3F, APOBEC3G, ARHGAP9, ARID5B, ARL3, ARNT, ARPC1B, ASB2, ATP10D, ATP8B4, ATXN1, BATF, BCL2L11, BLOC1S2, BST2, BTG3, C17orf62, CALCOCO2, CALM3, CAMK1, CAPZA2, CASP3, CAT, CBLB, CCDC141, CCL3, CCND2, CD200, CD27, CD27-AS1, CD2BP2, CD38, CD63, CD7, CD70, CD82, CD84, CHST12, CLECL1, CLNK, CLSTN3, COQ10B, COTL1, CREM, CSF1, CSNK2B, CTLA4, CTNNA1, CTNNB1, CTSB, CTSD, CXCL13, CXCR6, DCAF11, DDX60, DGKH, DRAP1, DUSP4, EID1, ENTPD1, ENTPD1-AS1, EPSTI1, ETNK1, ETV1, EWSR1, FAM3C, FASLG, FIBP, FKBP1A, FKBP1A-SDCBP2, FUT8, GABARAPL1, GALM, GALNT2, GAPDH, GATA3, GBP1, GBP2, GBP4, GCNT1, GFOD1, GGA2, GLDC, GMDS, GOLIM4, GPD2, GSTO1, GTF2I, HAVCR2, HLA-DMA, HLA-DRA, HMOX1, HNRNPLL, ICAM3, ICOS, ID2, ID3, IFI16, IFI27L2, IFI35, IFI6, IFNG, IGFLR1, IKZF3, IL21R, IL2RB, INPP5F, IRF2, IRF9, ITGAE, ITM2A, JMJD4, KIF20B, KIR2DL4, KLRC4, KRT86, LAG3, LAT2, LAYN, LDHA, LIMK1, LIMS1, LINC00299, LINC00963, LSM2, LSP1, LY6E, LY6G5B, LYST, MAD2L2, MAP2K3, MAPKAPK3, MAPRE2, MCL1, MIR155, MIR155HG, MIR4632, MIR497HG, MIS18BP1, MS4A6A, MTHFD1, MTHFD2, MX1, MYO1E, MYO7A, NAB1, NAPA, NASP, NCF4, NDFIP2, NEDD9, NFAT5, NR4A2, NRBP1, NUDT5, OAS3, OASL, OS9, OSBPL3, P2RY10, PAM, PARK7, PARP14, PDCD1, PDE7B, PDLIM7, PELI1, PFKP, PHEX, PHLDA1, PHTF2, PKM, PLPP1, PLSCR1, PMF1, PMF1-BGLAP, PON2, PPM1G, PPM1M, PRDM1, PRDX5, PRKAR1A, PRKCH, PSMA5, PSME2, PSTPIP1, PTGIS, PTMS, PTPN11, PTPN22, PTPN7, RAB27A, RALGDS, RBPJ, RFX5, RGS1, RGS2, RHBDD2, RHOH, RIN3, RNF19A, RNF31, SAMD9L, SAMSN1, SARDH, SCO2, SEL1L3, SEMA4A, SHFM1, SIRPG, SKIV2L2, SLA, SLC2A8, SLC4A5, SNAP47, SNX17, SNX9, SP140, SPTAN1, SRGAP3, SRGN, SRI, SSH1, STAM, STARD4, STAT3, SUSD6, SYNGR2, TBC1D4, TBK1, TBL1XR1, TET2, TFRC, TIGIT, TNFAIP3, TNFRSF1B, TNFRSF9, TNFSF4, TNS3, TOX, TOX2, TPI1, TRAF5, TRAFD1, TRPS1, TTC24, TTYH3, TYMP, UBASH3B, UBE2L6, VAMP5, VCAM1, VMP1, WARS, WHRN, YARS, ZBED2, ZFP36L1, ZMYM5, ZNF79 TNFAIP3,ICOS,CTSB,PHLDA1 GSM4288846 0 Naive CD4+ T cell 0.0530973451327434 6.0223255271552e-09 6 85 34 0.0705882352941176 ABLIM1, ACTN1, C1orf162, C6orf48, CCR7, CD55, EEF1B2, EIF3L, FAM117B, FHIT, GIMAP5, GIMAP8, GPR183, IL7R, LDLRAP1, LRRC75A-AS1, LRRN3, MAL, MYC, NELL2, NOSIP, PRKCA, RPS5, RSL1D1, SATB1, SERINC5, SLC40A1, SVIL, TCF7, TESPA1, TMEM204, TRABD2A, TSHZ2, TXK IL7R,GPR183,EEF1B2,TESPA1,SATB1,NOSIP GSM4288846 0 T helper cell 0.0326086956521739 8.70108442441175e-06 3 85 10 0.0352941176470588 ABCB1, CAPG, CD69, DPP4, DUSP1, GZMK, IFNGR1, PARP8, PVRIG, SLC4A10 DUSP1,IFNGR1,CD69 GSM4288846 0 Liver bud hepatic cell 0.0138888888888889 0.0117598445309426 4 85 207 0.0470588235294118 AADAC, ABHD14B, ABLIM3, ACN9, ACSL1, AHSP, AIMP2, AK2, AKR1C1, AKR1C2, ALAS2, ALB, ALG8, AMBP, APOH, APOL1, ASNSD1, ASUN, ATP5G1, AZGP1, BHMT2, BID, C14orf105, C19orf33, C1R, C1S, C2orf82, CARHSP1, CASP7, CCL20, CD47, CD58, CDC37L1, CFH, CFHR1, CHCHD2, CKLF, CLDN1, CPB2, CPM, CPNE8, CSRP1, CYP2J2, CYP3A7, CYP4V2, DDX21, DIAPH2, DNAJC12, DPM3, DUSP23, ECT2, EFHD2, EIF1AY, ELOVL5, EMP2, EMP3, ENPP1, ERICH5, ESF1, EVA1A, F5, FAM216A, FARSB, FILIP1L, FKBP4, FKBP5, FSTL3, FTH1, FXYD1, FXYD2, GAL, GBP1, GC, GLIPR1, GLRX2, GMNN, GNAI1, GPX7, GTF3A, H2AFJ, HIST1H2BK, HIST2H2AA4, HP, HPD, HPRT1, HS3ST3B1, HSPB1, HYPK, IDI1, IFI30, IFI6, IFITM3, IFNAR2, IGFBP4, IL1R1, INO80C, IP6K3, IRAK2, ITIH2, KHDRBS3, KLHL2, KYNU, LBP, LECT2, LMCD1, LRRC61, LTV1, LYRM4, MASP2, MBNL1, MCL1, MET, METTL5, MGLL, MRPL33, MRPS28, MT1A, MT1E, MT1F, MT1G, MT1H, MT1HL1, MT1M, MT1X, MT2A, MYC, NDUFAF2, NDUFAF4, NFIC, NIP7, NME1, NMI, NOP16, NR1H4, OPN3, ORM1, ORM2, OSMR, P2RY6, PALMD, PCF11, PCOLCE2, PDLIM7, PID1, PLEK2, PLP2, POLE3, POLE4, POLR3K, PON3, PPIA, PPIF, PRG4, PSME2, PTRH1, RAB27A, RAB31, RAB32, RARRES2, RBP1, RCL1, RHOB, RHOQ, RRAD, RRP15, RSU1, S100A6, SAA1, SAA2, SAA4, SCN9A, SDSL, SEC14L2, SERPINA3, SERPINA4, SERPINB8, SERPINC1, SERPINE1, SERPINF1, SF3B5, SFN, SIRPA, SLC16A7, SLC38A2, SNRPA, SOD2, SP110, SPP2, SPRYD7, SQRDL, STEAP3, SVIP, TGFBI, TGM2, TIMP1, TMEM109, TMEM176A, TMEM176B, TNFSF14, TUBA1B, TUBA4A, TYW3, UGP2, UGT2B4, UGT2B7, VAMP5, VIM EMP3,FTH1,S100A6,TIMP1 GSM4288846 0 Brush cell (Tuft cell) 0.0119760479041916 0.0497254189636624 2 85 84 0.0235294117647059 ACADSB, ACSL4, ADA, ADAM10, AEN, AFAP1, AHCY, ALPL, ANXA1, ANXA4, ASCL1, ASCL2, ATP11C, AZGP1, CCNJ, COLCA2, CPE, CRYM, DIP2B, EPB41L4A-AS1, FAM117B, FBRSL1, FGF1, FMNL2, FOXK2, FRAT2, GRAMD1A, GYS2, HDAC2, HES6, HOMER3, HOTAIRM1, HOXA1, HSPD1, ID2, IL1B, IL23A, INPP5B, KCNN3, KDM6B, KYNU, LFNG, LOC101927318, LOC644961, LRMP, MAFF, MIAT, MLLT11, MYC, NAV1, NDC1, NFATC3, NIFK, NIP7, NKX3-1, NONO, NOS2, NREP, ODC1, PDXP, POU2F3, PPP1R14B, PRDM1, RAD51L3-RFFL, RAPGEF5, RASSF6, RCOR1, RFFL, RNF183, RTCB, SH3BP4, SKAP2, SLC16A1, SNHG1, SORL1, SOX4, SPTSSB, TMEM185B, TOMM20, TSN, TUBB2B, TUBB3, XPO5, YBX1 ANXA1,SORL1 GSM4288846 0 Neuroendocrine cell 0.0119760479041916 0.0497254189636624 2 85 84 0.0235294117647059 ACADSB, ACSL4, ADA, ADAM10, AEN, AFAP1, AHCY, ALPL, ANXA1, ANXA4, ASCL1, ASCL2, ATP11C, AZGP1, CCNJ, COLCA2, CPE, CRYM, DIP2B, EPB41L4A-AS1, FAM117B, FBRSL1, FGF1, FMNL2, FOXK2, FRAT2, GRAMD1A, GYS2, HDAC2, HES6, HOMER3, HOTAIRM1, HOXA1, HSPD1, ID2, IL1B, IL23A, INPP5B, KCNN3, KDM6B, KYNU, LFNG, LOC101927318, LOC644961, LRMP, MAFF, MIAT, MLLT11, MYC, NAV1, NDC1, NFATC3, NIFK, NIP7, NKX3-1, NONO, NOS2, NREP, ODC1, PDXP, POU2F3, PPP1R14B, PRDM1, RAD51L3-RFFL, RAPGEF5, RASSF6, RCOR1, RFFL, RNF183, RTCB, SH3BP4, SKAP2, SLC16A1, SNHG1, SORL1, SOX4, SPTSSB, TMEM185B, TOMM20, TSN, TUBB2B, TUBB3, XPO5, YBX1 ANXA1,SORL1 GSM4288846 0 Parietal progenitor cell 0.0108695652173913 0.0335043027732322 1 85 8 0.0117647058823529 ANXA1, CFH, FGD5, FKBP14, H6PD, HBB, KERA, ANXA1 GSM4288846 0 MKI67+ progenitor cell 0.0153846153846154 0.012400924052921 3 85 113 0.0352941176470588 ACVRL1, ADGRF5, ANLN, APLNR, APOLD1, ARAP3, ARHGAP29, ARHGEF6, ASPM, AURKB, BGN, BIRC5, CALCRL, CASP10, CCNA2, CCNB1, CCNB2, CD248, CD34, CD93, CDC20, CDH5, CDK1, CDKN3, CENPF, CENPW, CLDN5, CLEC14A, CLEC3B, CXorf36, CYYR1, DLGAP5, EBF1, ECSCR, EGFL7, EMCN, ENG, ERG, ESAM, F2R, FABP4, FAM64A, FLT1, FOXC1, FZD4, GIMAP4, GIMAP6, GIMAP7, GNG11, HEG1, HIP1, HIST1H4C, HMCN1, HSPA12B, HYAL2, INPP5D, IQGAP3, JAG2, JAM2, KDR, KIF20B, KNSTRN, LDB2, LMCD1, LOC100288911, LRRC32, LRRC8C, MKI67, MMRN1, MMRN2, MXD3, MYCT1, NCAPD3, NDC80, NOS3, NRN1, NRP1, NUF2, NUSAP1, PALMD, PCAT19, PECAM1, PHF19, PLVAP, PODXL, PRC1, PTPRB, PTTG1, RAMP2, RAMP3, RGCC, RHOH, ROBO4, RRM2, SEC14L1, SERPINE2, SHE, SLCO2A1, SOX18, TACC3, TAL1, TFPI, TIE1, TK1, TM4SF1, TOP2A, TPX2, TRAIP, TROAP, TSPAN7, UBE2C, UBE2T, VWF GIMAP4,GIMAP7,RGCC GSM4288846 0 Paneth cell 0.0147783251231527 0.00270292801417071 6 85 327 0.0705882352941176 ABCA1, ABCG1, ABI3, ACP5, ACTRT3, ADAP2, ADCY7, ADCY9, ADGRG5, AIF1, AOAH, APOBEC3A, ARHGDIB, ARL4C, ARRB2, ATF5, ATP11A, ATP1B3, ATP6V1B2, BCL2A1, BIRC3, BRE-AS1, BTK, C1QA, C1QB, C1QC, C2, C5AR1, CASP1, CCDC134, CCL3, CCL4, CCR1, CD14, CD163, CD163L1, CD180, CD209, CD300A, CD300E, CD33, CD37, CD4, CD40, CD48, CD53, CD68, CD74, CD83, CD84, CD86, CEBPB, CECR1, CFP, CH17-340M24.3, CHI3L1, CLEC10A, CLEC2B, CLEC4G, CLEC7A, CMKLR1, CNEP1R1, CORO7, COTL1, CPVL, CR1, CREG1, CSF1R, CSF2RB, CSF3R, CTSC, CTSL, CTSZ, CXCL10, CXCL16, CXCL2, CXCL3, CXCL8, CXCL9, CXCR4, CXorf40A, CYBB, CYTH4, DAB2, DNAJA4, DNASE1L3, DOCK2, DOK2, DUSP2, DUSP6, EBI3, EDEM1, EIF4A3, EVI2B, EYA2, F13A1, FAM110A, FAM168A, FAM175B, FAM26F, FAM49A, FAM65A, FCER1G, FCGR1A, FCGR2A, FCGR3A, FERMT3, FES, FGD2, FGL2, FLI1, FLJ32255, FMNL1, FPR1, FYB, GATM, GBP5, GFRA2, GGTA1P, GLA, GM2A, GMFG, GNL3, GNPDA1, GPR132, GPR137B, GPR34, GPR65, GPSM3, HAVCR2, HCAR2, HCAR3, HCK, HCLS1, HCST, HLA-DMA, HLA-DMB, HLA-DPA1, HLA-DPB1, HLA-DQA1, HLA-DQB1, HLA-DRA, HLA-DRB1, HMOX1, HPGDS, HSPA6, ICAM1, ICAM4, IFI30, IFNGR1, IGSF6, IKZF1, IL10, IL1A, IL1B, IL1R2, IL1RN, IL23A, IL4I1, INHBA, INPP5D, IPMK, IRF8, IRS2, ITGAM, ITGAX, ITGB2, ITGB2-AS1, JMY, KIAA0226L, KIAA0930, KLHDC7B, KYNU, LAPTM5, LAT2, LCP1, LCP2, LGMN, LILRB1, LILRB2, LILRB4, LILRB5, LINC00996, LIPA, LMO2, LOC100130357, LOC100130476, LOC729732, LPAR6, LPCAT1, LSP1, LST1, LY86, LYN, LYPD3, LYVE1, LYZ, MAF, MAFB, MANBA, MARCH1, MCOLN1, MERTK, METAP1D, METRNL, MFSD1, MMP9, MPEG1, MRC1, MS4A4A, MS4A6A, MS4A7, MTHFD2, NAIP, NAMPT, NCF1, NCF1B, NCF2, NCF4, NCKAP1L, NDST2, NFAM1, NFKBIE, NINJ1, NINJ2, NLRP3, NPL, NR4A2, NR4A3, NSMAF, NUFIP1, ODF3B, OGFRL1, OSM, PDE4B, PELI1, PFKFB3, PGD, PIK3AP1, PLA2G7, PLAU, PLAUR, PLCB2, PLCG2, PLEK, PLIN2, PLXNC1, PPIF, PRKCB, PRMT9, PTAFR, PTGS2, PTPRC, PTPRE, RAC2, RAP2B, RASGEF1B, RASSF5, RGS19, RHBDF2, RIC1, RILPL2, RIPK2, RNASE6, RNF144B, RSAD2, RUNX3, SAMSN1, SECTM1, SFMBT2, SGK1, SGPP1, SH2B3, SIGLEC1, SIGLEC11, SLA, SLAMF7, SLAMF8, SLC15A3, SLC1A4, SLC23A2, SLC25A37, SLC35F6, SLC37A2, SLC7A5, SLC8B1, SLC9A9, SLCO2B1, SLFN11, SNN, SNX10, SNX20, SOD2, SPI1, SPIC, SPPL2A, SRGN, ST3GAL5, STAB1, STK26, STX11, TBXAS1, TFEC, THBD, TLR2, TLR4, TMEM206, TNF, TNFAIP2, TNFAIP3, TNFRSF1B, TNFSF13B, TPP1, TRAF1, TSPAN33, TYROBP, UAP1L1, UCP2, UVRAG, VAV1, VPS9D1, WAS, WDFY2, WDFY4, WIPF1, ZNF267, ZNF331 CD4,TNFSF13B,TNFAIP3,IFNGR1,GPSM3,TNF GSM4288846 0 Mitotic fetal germ cell 0.0156657963446475 3.53650588603704e-05 12 85 693 0.141176470588235 ABCA1, ABCF3, ABHD14B, ABRACL, ACADS, ACE, ACP5, ACSL4, ACTB, ACTG2, ACTN1, ACTR1A, ADD2, ADIPOR1, AEN, AGPAT6, AK4, AKAP1, AKAP12, AKR1A1, ALDH4A1, ALDH7A1, ALDOA, ALDOC, ALKBH4, ALPL, ALPPL2, ANKRD2, ANP32A, ANP32E, ANXA3, ANXA6, AP1G2, AP2M1, APBB2, APEX1, APOC1, APOC1P1, APOE, APRT, AQP3, ARHGAP1, ARHGAP28, ARID5B, ARPC1B, ARRB1, ASH2L, ASRGL1, ASS1, ASUN, ATG2A, ATIC, ATP2A3, ATP5G1, ATP6V0A4, ATP6V1B1, BAX, BCL7A, BFAR, BIN1, BLCAP, BNIP3, BPHL, BRE, BTF3, BTF3L4, BYSL, C11orf72, C14orf119, C14orf159, C17orf58, C1GALT1C1, C1QBP, C5orf15, C6orf1, C6orf48, CA2, CALD1, CAMKV, CAPG, CAPN13, CAPN5, CARHSP1, CBX2, CCDC144CP, CCDC85B, CCPG1, CD47, CD63, CD81, CD9, CDC14B, CDC42EP4, CDCA4, CDCA7, CDH3, CDK4, CDO1, CENPA, CERS5, CFLAR, CHM, CHMP1B, CHMP4A, CHP1, CHST2, CKS1B, CLDN6, CLDN7, CLEC4D, CLIC1, CLN3, CNN2, CNNM3, COA4, COA7, COL1A2, COL4A1, COL4A2, COMMD10, CORO1B, COX8A, CRIP1, CRIP2, CRTAP, CSTB, CTH, CTPS1, CTSA, CTSC, CXXC5, CYCS, CYP2S1, DAPK1, DCAF4, DCXR, DDIT4, DDIT4L, DDX47, DFFA, DHTKD1, DHX33, DLG3, DLGAP1-AS2, DMD, DOCK11, DOCK6, DPAGT1, DPPA4, DPPA5, DPYSL2, DSP, DSTNP2, ECE1, EEF1A1, EEF1G, EEF2, EFEMP1, EIF1AX, EIF2S3, EIF3F, EIF3I, EIF3K, EIF3L, EIF3M, EIF4B, EIF6, ELF3, ELK3, ELOVL3, ELOVL6, EMG1, ENC1, ENO1, ENO2, EPB41L2, EPHB4, ERBB3, ESAM, ETFB, ETV1, ETV4, ETV5, EXOSC5, EXOSC6, F11R, F2R, F2RL1, FABP3, FAM122C, FAM124B, FAM162B, FAM46B, FAM63B, FBL, FBLIM1, FBLN1, FBLN5, FES, FGD4, FHL2, FKBP11, FLNA, FLNB, FNDC5, FOXN3, FRAT2, FRMD6, FSTL1, FXYD6, GABARAPL1, GAS5, GATSL2, GCNT1, GDPD2, GIP, GLDC, GLIPR2, GLTSCR2, GLUD1, GMPPA, GMPPB, GMPR, GNB2L1, GNL3, GPATCH2, GPHA2, GPRC5B, GPRC5C, GPX2, GRAMD1A, GRB7, GRWD1, GSN, GSTM4, GSTP1, GTF2IRD2, GUCA1A, H2AFY2, HDDC3, HIAT1, HILPDA, HK1, HLA-E, HMGN1, HNRNPA1, HNRNPF, HRSP12, HUS1, IFI16, IFITM1, IFITM3, IGFBP6, IL12B, IL4R, IL6R, IMP3, IMP4, INA, ITFG3, ITM2C, JADE2, JUP, KANK4, KHDC3L, KIAA0226, KIAA1191, KIT, KLF4, KLHL18, KLRG2, L1TD1, LAPTM4A, LAPTM4B, LASP1, LCP1, LDHA, LDHB, LDLRAP1, LDOC1, LGALS1, LHFP, LIN28A, LINC01160, LINC01356, LITAF, LMO4, LOC101928103, LOC102723968, LPAR2, LPCAT1, LPCAT4, LPIN1, LY6E, MAGED1, MAP3K7, MAP4K1, MARCKSL1, MAVS, MBP, MCL1, MCTS1, MDH1, MEG3, METTL9, MGAT5, MGST3, MKRN1, MLEC, MMP2, MRPL11, MRPL15, MRPL17, MRPL34, MRPL49, MRPL57, MRPL9, MRPS18B, MRPS2, MRPS7, MRS2, MSC, MTFP1, MTHFD1, MYADM, MYBL2, MYCL, MYCN, MYL6, MYL9, MYO10, MYO1C, NAGA, NANOG, NANOS3, NBAS, NCBP2-AS2, NDUFA9, NDUFAB1, NDUFS5, NEU1, NFE2L3, NFKBIB, NHP2, NIP7, NKAIN4, NLE1, NMRAL1, NOL6, NOP10, NOP16, NOS3, NPM1, NR2C2AP, NRK, NSMAF, NT5C3B, NTNG1, NUDT11, NUSAP1, NVL, OCLN, OGT, OLFML3, OR7E156P, ORAI1, OSBPL3, PAICS, PCBD2, PCED1B, PCMTD2, PCSK1N, PCYOX1, PDCD6, PDLIM1, PDLIM5, PDPN, PFKL, PFN1, PGAM1, PGD, PGM1, PGM2, PHB, PHB2, PHGDH, PHLDA3, PIM2, PIM3, PIN4, PKD1L2, PKM, PLAU, PLBD1, PLD3, PLGRKT, PLLP, PLOD1, PLTP, PMAIP1, PMM2, PNP, PNPT1, PODXL, POLR1C, POLR2D, POLR3K, POP5, POP7, POU5F1, POU5F1B, PPAPDC1B, PPM1H, PPM1N, PPP1CA, PPP1R14C, PPP1R15A, PPP1R3B, PQLC3, PRDM1, PRDM14, PRDX3, PRELP, PRODH, PROM1, PSAP, PSMB6, PSME2, PSORS1C2, PTBP1, PTBP3, PTDSS1, PTK7, PTN, PTPN11, PTPN2, PTRF, PXDN, PYCARD, PYGB, PYY, QPRT, RAB11FIP4, RAB15, RAB29, RAD21, RASD1, RASSF2, RBM3, RBM47, RCBTB1, RCC2, RGS10, RHOC, RMND1, RND2, RNF125, RNF181, RNF44, RNPEP, RPARP-AS1, RPL10A, RPL11, RPL12, RPL13, RPL13A, RPL13P5, RPL14, RPL15, RPL17, RPL18, RPL18A, RPL22, RPL23, RPL23A, RPL24, RPL26, RPL27, RPL27A, RPL28, RPL3, RPL31, RPL32, RPL34, RPL35, RPL35A, RPL36A, RPL37, RPL38, RPL39, RPL4, RPL41, RPL7, RPL7A, RPL7L1, RPL8, RPL9, RPLP0, RPP25, RPRM, RPS10, RPS13, RPS14, RPS15A, RPS16, RPS18, RPS18P9, RPS2, RPS24, RPS25, RPS29, RPS3, RPS3A, RPS4X, RPS6, RPS7, RPSA, RPSAP9, RPUSD3, RRP9, RSAD1, RSU1, RTN2, S100A13, SALL4, SARS2, SASH1, SAT1, SCP2, SCPEP1, SDC2, SDCBP, SERINC5, SERPING1, SERPINH1, SF3B3, SFRP2, SHISA5, SHPK, SLC25A11, SLC25A16, SLC29A1, SLC2A1, SLC35A2, SLC35A5, SLC37A3, SLC38A7, SLC39A11, SLC3A2, SLC43A1, SLC44A2, SLC47A1, SLC4A11, SLC6A6, SLC7A3, SLC7A8, SMAGP, SMCO4, SMIM10L1, SNAP23, SNAPC3, SNHG16, SNHG3, SNHG5, SNRPE, SNX10, SNX24, SNX8, SOAT2, SORBS3, SOX13, SOX15, SOX17, SOX4, SPANXA2-OT1, SPTSSA, SRGAP1, ST6GAL1, ST6GALNAC1, ST6GALNAC3, STAT3, STK10, STOM, STON2, STRA6, SUCLA2, SUCLG2, SUMF1, SURF6, SUSD2, SUSD3, SYTL4, TACC2, TAGLN3, TCL1A, TCL1B, TEAD2, TEAD4, TEC, TET1, TFAP2C, TFCP2L1, THAP9-AS1, THOC6, THY1, TIMM8A, TJP3, TKT, TMC7, TMED9, TMEM11, TMEM123, TMEM160, TMEM170A, TMEM177, TMEM205, TMEM51, TMSB10, TMSB4X, TOMM5, TOMM7, TOR3A, TP53, TPM1, TPM2, TPM3, TPM4, TPP1, TRAF4, TRAM2, TRANK1, TRAPPC4, TRAPPC5, TRIAP1, TRIM2, TRIM71, TRIML2, TRIP10, TSPAN18, TTC27, TUBA1A, TUBA1C, TUBB, TUBB3, TUBB4A, TUBB6, TUFT1, TXN, TXNDC12, TYW1, UGCG, UNC119, UNC45A, UPP1, UQCRH, UROD, USMG5, USP28, UTF1, UTRN, VAMP8, VARS, VAT1, VCL, VENTX, VIM, VRTN, VSIG10, WDR1, WDR46, WDR54, WIBG, WNT2B, YPEL2, YWHAB, ZAN, ZC3HAV1, ZDHHC12, ZFP42, ZMIZ1, ZNF138, ZNF208, ZNF286A, ZNF296, ZNF428, ZNF486, ZNF585A, ZNF589, ZNF682, ZNF729, ZNF766, ZNF791, ZYX EEF1A1,RPLP0,AQP3,RPL9,RPSA,LDHB,IFITM1,EEF1G,ABRACL,PPP1R15A,FKBP11,PNP GSM4288846 0 Migration phase fetal germ cell 0.0158102766798419 0.00622896903551273 4 85 172 0.0470588235294118 ABHD12B, ABRACL, ACTC1, ACTG2, ACTR1A, ADAMTS5, ADTRP, ALDOC, ANXA3, APRT, ARL4D, ARMCX3, ASPA, ATP5G1, ATP6V1F, BEX2, BEX4, BOLA3, BZW2, C19orf70, CA2, CARHSP1, CBWD1, CCDC152, CD38, CEBPZ, CHMP4A, CHST2, CLEC4D, CNN2, COL1A2, COX7A2, COX7B, COX8A, CPNE8, CRIP1, CTSC, CXCL14, CYSTM1, DBI, DPM3, DPPA3, EEF1D, EID1, EIF3I, ESRG, ETFB, FABP5, FAM60A, FHL2, FKBP11, FKBP14, FUOM, GABRA3, GGCT, GLIPR2, GLO1, GNPDA1, GSTP1, H2AFZ, HADH, HBE1, HBZ, HIGD1A, HMGB3, HMGN3, HN1, HSD17B10, IFITM1, IFITM3, IGSF1, LAMA4, LDHA, LGALS1, LINC00116, LINC01356, LOC101927746, MCM10, METTL16, MGST1, MGST3, MPV17L, MRPL34, MRPS21, MYL6, MYL9, NDUFA11, NDUFA3, NDUFA7, NDUFB11, NDUFB3, NDUFS5, NGFRAP1, NICN1, NLRP9, NOP10, NQO1, NTRK3, NUSAP1, NVL, OLFML3, PDLIM7, PDPN, PIN4, PLAC8, PLGRKT, PLOD1, PLTP, POLR2L, POU5F1, PPIH, PPM1N, PRDM14, PRR13, PSMB3, PSMB6, PSMC3, PTN, PYCARD, RBM8A, RNF181, RPA3, RPARP-AS1, RPL7, RPS14, RPS27L, S100A13, SAT1, SDCBP, SERPINB6, SERPINB9, SKA2, SLIRP, SNHG17, SNRPB, SNRPD2, SNRPE, SOAT2, SOSTDC1, SPATA6, SPTSSA, SSSCA1, ST6GAL1, ST6GALNAC3, SUCLA2, SUGCT, TCEAL8, TCL1A, TIMM10, TMEM144, TMEM205, TMEM261, TMSB10, TMSB4X, TOMM7, TP53I3, TPD52L1, TPM2, TPM4, TTTY14, TUBB3, TXN, UQCRH, VAMP8, WBP5, WDHD1, ZC3HAV1, ZFP42, ZNF138, ZNF486, ZNF593, ZNF729 PLAC8,IFITM1,ABRACL,FKBP11 GSM4288846 0 Gonadal mitotic phase fetal germ cell 0.0103359173126615 0.0414791170536416 4 85 306 0.0470588235294118 A4GALT, AARS2, ABCB8, ABHD14B, ACADS, ACE, ACP5, ADD2, AEN, AKAP1, ALDH4A1, ALPL, ALX4, ANKRD26P1, ANXA6, APOC1, APOE, AQP3, ARHGAP1, ARL6IP1, ARPC1B, ARRB1, ATG2A, ATP2A3, ATP6AP2, ATP6V1B1, BAX, BEND3, BFAR, BOLA3, BPHL, BSPRY, CABYR, CALR, CATSPERG, CCND2, CCPG1, CD53, CD63, CD81, CD9, CDC42EP1, CDC42EP4, CDCA7, CDT1, CDX1, CENPA, CFLAR, CHEK1, CHP1, CLDN6, CNPY2, CNPY3, COL22A1, COL4A1, COL4A2, CTSA, CTSL, CYP2S1, DCAF4, DDIT4, DHTKD1, DHX33, DLG3, DLGAP1-AS2, DMD, DNMBP, DPH7, DPPA3, DPPA4, DPPA5, DSTNP2, EEF1A1, EFEMP1, EIF3K, ELOVL6, EMC7, ENC1, ERBB3, ESAM, ESRP1, ETV4, EXOSC5, F2R, FABP3, FAM122C, FAM124B, FAM162B, FAM214B, FAM46B, FAM63B, FBLIM1, FBLN1, FBLN5, FDXR, FHOD1, FLNA, FLVCR2, FNDC5, FRAT2, FUCA1, FXYD6, GABARAPL1, GDPD2, GIP, GLDC, GLIPR2, GMPPB, GPHA2, GPRC5C, GPX2, HDAC8, HDDC3, HDHD1, HILPDA, HINT1, HMGN4, HNRNPA1, HSPA5, IFT172, IL12B, ILK, IRGQ, ITM2C, JUP, KHDC3L, KIAA2013, KIT, KLRG2, LIN28A, LMBR1L, LOC101928103, LOC653786, LOXL2, LRRC75A-AS1, LY6E, MANSC1, MAVS, MBP, MCL1, MDM2, MEG3, MEIOB, MGST3, MKRN1, MLEC, MMP2, MRPL15, MRS2, MSH2, MSH6, MT1X, MTHFD1, MUS81, MVB12A, MVP, MYBL2, MYCN, MYO1C, NAGA, NANOG, NANOS3, NDUFAB1, NEU1, NFE2L3, NLRP9, NPC2, NPFF, NRK, NSMAF, NT5C2, OGFOD3, OR7E156P, OXA1L, PCED1B, PCYOX1, PDPN, PEBP1, PEG10, PHLDA3, PIM2, PIP5K1B, PKD1L2, PLAU, PLBD1, PLOD1, PLXNA2, PNMT, PNP, PODXL, POGLUT1, POLR3K, POU5F1, PPM1N, PPP1R14C, PPP1R3B, PQLC3, PRELP, PRSS23, PSME2, PSORS1C2, PYY, QPRT, RAB11FIP1, RAB15, RAB29, RAB3B, RASD1, RASSF2, RCC2, RMND1, RNPEP, RPL10, RPL10A, RPL11, RPL13A, RPL22, RPL23, RPL26, RPL27A, RPL36A, RPL41, RPL7, RPS13, RPS15A, RPS2, RPS26, RPS29, RPS3, RPS4X, RPS8, RPUSD3, RRM2, SBF2-AS1, SCGB3A2, SEPN1, SF3B3, SFRP2, SH3PXD2A, SHD, SHPK, SLC25A11, SLC25A16, SLC35A2, SLC38A7, SLC3A2, SLC43A1, SLC47A1, SLC7A8, SNAP23, SNHG16, SNRNP25, SNRPB, SOCS4, SOX13, SOX15, ST6GALNAC1, STARD8, STOM, STRA6, SUMF1, SUSD2, SUSD3, SYT2, TAF11, TAGLN3, TCL1B, TCP11L1, TEAD2, TET1, TFAP2C, TFCP2L1, THY1, TIMP4, TJP3, TMED9, TMEM160, TMEM33, TMSB4X, TOR3A, TPP1, TRAF4, TRAM2, TRANK1, TRAPPC5, TRIAP1, TRIM24, TUBA1C, TUBB, TUBB3, TUFT1, TXNDC12, UPP1, VKORC1, VRTN, VSIG10, WBSCR27, WDR1, WNT2B, XBP1, ZFP42, ZNF490, ZNF589, ZNF682, ZNF716, ZNF791 EEF1A1,RPL10,AQP3,PNP GSM4288846 0 Mitotic arrest phase fetal germ cell 0.00830258302583026 0.0271405341661621 9 85 1008 0.105882352941176 AADAT, ABALON, ABCA17P, ABCA3, ABCA5, ABCC1, ABCC9, ABCG2, ABHD10, ABLIM1, ACOT4, ACRC, ACSL1, ACSS2, ACTL8, ACVR2A, ADA, ADAD1, ADAD2, ADGRG6, AES, AFF3, AGAP3, AGBL5, AGGF1, AGMO, AK9, AKT3, ALDH1A2, ALKBH5, AMPH, ANGPTL4, ANKRD20A4, ANKRD20A8P, ANKRD27, ANKRD31, ANKRD42, ANKRD50, ANO10, ANXA11, ANXA2, AP1AR, AP3D1, APBA2, APPBP2, AREG, AREL1, ARHGAP17, ARHGAP20, ARHGAP21, ARHGAP35, ARHGAP39, ARHGEF19, ARHGEF26, ARHGEF33, ARID3B, ARL4A, ARL6IP4, ARRDC3, ARRDC4, ART3, ASAP1, ASCC1, ASNS, ASPH, ASZ1, ATG4B, ATP1B1, ATP6V0C, ATP6V1C1, ATP9A, AURKC, B3GALNT1, B4GALT2, B4GALT3, B4GALT6, BAG6, BAIAP2, BAIAP2L1, BANK1, BAZ1A, BBX, BCL11A, BEND4, BFSP1, BICC1, BID, BIRC2, BLVRA, BMPR1B, BNIP3L, BOK, BRD1, BRD2, BTBD3, BTBD6, BZW1, C11orf1, C11orf65, C12orf10, C12orf57, C14orf39, C15orf48, C17orf85, C19orf38, C19orf54, C19orf84, C1orf146, C1orf50, C20orf96, C4orf48, C5orf47, C5orf58, C6orf62, C9orf43, CA8, CABLES1, CACFD1, CACNB4, CADM1, CAMK1D, CAMK2B, CAMSAP1, CAND2, CAPRIN2, CASD1, CASP7, CAST, CBR1, CCDC106, CCDC109B, CCDC112, CCDC122, CCDC144NL-AS1, CCDC172, CCDC178, CCDC186, CCDC23, CCDC73, CCDC82, CCDC88A, CCDC88C, CCDC91, CCNI, CCNJL, CCNO, CD55, CD82, CDC16, CDC42EP3, CDIPT-AS1, CDK17, CDK6, CDKL3, CEP131, CEP85L, CFAP221, CFAP57, CFAP97, CFL2, CHCHD6, CHD3, CHD5, CHEK2P2, CHIC2, CHMP2B, CHN1, CHORDC1, CIART, CIB1, CIB2, CIC, CIRH1A, CLEC4C, CLGN, CLK3, CLOCK, CLU, CMAS, CMTM7, CNIH3, CNN1, CNOT6L, CNTNAP2, CNTRL, COBL, COG6, COL9A1, COLEC11, COPS7B, COTL1, COX7B2, COX8C, CPA2, CPNE5, CREBBP, CREBRF, CRYBG3, CSMD3, CSNK1G3, CSNK2A2, CSRP2, CTCFL, CTHRC1, CTNNBIP1, CTSF, CTSH, CXCL9, CXXC4, CYLD, CYP11A1, CYP4X1, DACH1, DBX2, DCAF12, DCAF12L1, DCAF4L1, DCAF4L2, DCTN4, DCTN6, DDHD2, DDX11L5, DDX4, DECR1, DEDD, DENND1B, DENND2C, DENND5A, DES, DFNB31, DGAT2, DGUOK, DHX35, DLEU1, DLK1, DLX5, DLX6, DMRTB1, DMRTC2, DNAH12, DNAH3, DNAH7, DNAJA4, DNAJB1, DNAJB6, DNALI1, DOCK8, DPEP3, DPPA2, DSG3, DTD1, DUSP10, DUSP22, DUSP4, DUSP5, DUSP6, DUSP7, DYNC1LI1, DYRK1A, DYRK4, ECHDC1, ECSIT, EFHC2, EFNA1, EFNA5, EGFL7, EGR2, EID3, EIF1B, EIF2B2, EIF5, ELAVL2, ELMSAN1, ELOVL4, EMB, ENPP7P13, EPB41L1, EPB41L3, EPB41L4B, EPB41L5, EPHX2, EPN2, EPS8, ERICH1, ERICH5, ERRFI1, ESX1, ETFA, ETV6, EVI5, EYA2, FAIM2, FAM117A, FAM133A, FAM150B, FAM159B, FAM174A, FAM178B, FAM188A, FAM195A, FAM195B, FAM208B, FAM228B, FAM26F, FAM46A, FAM49A, FAM50B, FAM53B, FAM65A, FAM92A1, FAM9B, FAR2P1, FARP1, FBRS, FBXO11, FBXO25, FBXO4, FBXO47, FBXO7, FBXW5, FBXW7, FCHO1, FCMR, FGF9, FGFR1OP2, FHL1, FKBP2, FKBP6, FKBP8, FMN1, FMR1, FN1, FOXJ2, FOXP1, FOXP4, FOXR1, FRA10AC1, FSD1L, FST, FTCD, FUCA2, GABARAPL2, GABRR1, GAGE2A, GALNT2, GATA2, GBP2, GBP5, GFPT2, GFRA3, GIT1, GLCCI1, GLUL, GMDS, GMPS, GNAI1, GNAL, GNAS, GNG12, GNG4, GNPDA2, GOLGA1, GOLGB1, GOLIM4, GPBP1, GPC4, GPR137, GPR161, GPS2, GRB10, GUCY1B3, GYG1, HAGH, HAGLR, HCFC1R1, HDAC5, HDGF, HECTD1, HEIH, HENMT1, HERC1, HERC2, HES1, HEY1, HEY2, HLA-A, HOXB-AS3, HOXB6, HOXB7, HOXC10, HOXC9, HOXD1, HOXD8, HRAT5, HSF2, HSF2BP, HSPA1B, HSPA4L, HSPB1, HSPB11, HSPBP1, HTATIP2, HYDIN, HYLS1, ID1, ID2, ID2-AS1, ID3, IDH3A, IFT46, IFT57, IFT88, IL13RA1, ILKAP, IMPACT, IMPDH1, INCA1, INPP1, INTS10, INTS12, IQCB1, IQCE, IQCK, IRF2BP2, IRGM, ISG15, ISL1, JMJD1C, JPH1, KANSL1, KAT6B, KAT8, KCMF1, KCNAB1, KCNQ2, KCTD13, KCTD2, KDM1B, KDM2A, KIAA0355, KIAA1211, KIAA1257, KIAA2012, KIF3A, KIFAP3, KLC1, KLC4, KLF10, KLF5, KLF6, KLHL23, KLHL35, KMT2B, KRBOX1, KRT25, KTN1, KYNU, L3MBTL3, LACC1, LANCL1, LCA5, LDHC, LEF1, LHX6, LIMCH1, LIN7B, LMF1, LMO7, LOC100505549, LPGAT1, LPPR1, LPPR5, LRIF1, LRIG1, LRRC27, LRRC34, LRRC42, LRRFIP2, LRRIQ1, LSM6, LTBP1, LTBP3, LY6G5C, LY6H, LZIC, MAB21L3, MAD1L1, MADD, MAEL, MAGEA11, MAGEA3, MAGEA4, MAGEA6, MAGEB1, MAGEB16, MAGEB2, MAGEB6, MAGEC1, MAGEC2, MAL2, MALAT1, MAN1A2, MAP2, MAP2K5, MAP2K7, MAP3K11, MAP6, MAP7D2, MAP7D3, MAPRE3, 10-Mar, 6-Mar, MAT2B, MB21D2, MBNL1, MBOAT2, MCRS1, ME1, ME2, MED10, MED13L, MED15P9, MED19, MED27, MEIKIN, MEIS1, MFHAS1, MGAT4A, MIER1, MKNK2, MLF1, MLH1, MLK7-AS1, MLLT3, MMP11, MOK, MORC1, MORC2, MORN2, MPDZ, MPP1, MPP2, MPP7, MPRIP, MRAS, MRC1, MRGBP, MRPS6, MSI1, MSL3, MTDH, MTMR3, MTUS1, MTX2, MUM1, MXD4, MXI1, MYCBP2, MYH9, MYOM1, MYT1L, NAA60, NAALAD2, NAB1, NANOS2, NBPF1, NBPF10, NBPF8, NBR1, NCK2, NDRG1, NDRG2, NDRG4, NDUFAF6, NEDD4L, NEIL2, NELL2, NEO1, NFATC1, NFIA, NFIC, NFKB1, NFKBIA, NGLY1, NINJ1, NIPA1, NKAPL, NKIRAS1, NMB, NMU, NOC4L, NOTUM, NPNT, NPW, NR2F1, NR2F1-AS1, NR3C1, NR3C2, NRAP, NRBF2, NRG1, NRIP1, NRXN1, NT5DC2, NT5M, NUDT14, NUTM1, NUTM2B-AS1, NXT2, OBFC1, OBSL1, ODC1, OSBPL8, OSR2, OXR1, P4HA2, PABPC4, PACS2, PAGE1, PAGE2, PAGE2B, PAGE5, PAK4, PALLD, PAM, PAPD7, PAQR3, PARD3, PARP15, PARP8, PASD1, PAX6, PCED1A, PCOLCE2, PDCD4, PDCL3, PDK2, PDZRN3, PELI1, PELI2, PEMT, PENK, PER3, PGF, PGM5P2, PHC2, PHF1, PHF13, PHF21A, PHF6, PHF8, PHLPP1, PI4KB, PIGH, PIK3C3, PIK3CG, PIK3R3, PITPNA, PITRM1, PIWIL2, PIWIL4, PKN1, PLD6, PLEKHA3, PLEKHA5, PLEKHO1, PLK2, PNRC1, POLE4, POLI, POLR2A, POLR3GL, POMC, PON3, POTEF, PPAP2C, PPFIA1, PPIC, PPM1J, PPME1, PPP1R36, PPP1R9A, PPP2R5D, PPP3CA, PPP6R1, PRAME, PRKAG2, PRKAR1B, PRKCDBP, PRKD1, PRR5, PRSS36, PSMA8, PSMD14, PSTK, PTBP2, PTGER4P2-CDK2AP2P2, PTOV1, PTPRM, PVALB, RAB28, RAB38, RAB41, RAD9B, RAE1, RALGPS2, RALY, RAMP1, RAP1GDS1, RAPGEF4, RASAL2, RASEF, RASGEF1B, RASL11B, RBCK1, RBFOX3, RBKS, RBM27, RBM44, RBM46, RBM4B, RBP4, RCN2, REC114, REEP2, REV3L, RFPL3, RFPL4B, RFX6, RGMA, RGMB, RGS2, RGS7, RHOB, RHOD, RHOXF1, RICTOR, RIT1, RNASEH2B, RNF157, RNF216P1, RNF219, ROBO1, ROPN1L, RPL10L, RPL22L1, RRAGD, RRBP1, RTKN2, RUFY3, RUNX1T1, RXRA, RYK, RYR2, S100A11, SAGE1, SATB1, SBNO1, SCAMP2, SCCPDH, SDAD1, SDC1, SECISBP2, SEL1L, SEMA3C, 7-Sep, SERPINE2, SERPINF1, SERTAD4-AS1, SETD3, SGCG, SH2D4A, SH3GL2, SHC4, SHISA9, SHKBP1, SHOX2, SHQ1, SIAH2, SIGIRR, SIK3, SIRPA, SIX1, SKIDA1, SLC12A2, SLC22A20, SLC25A1, SLC25A14, SLC25A31, SLC30A3, SLC35F2, SLC40A1, SLC41A3, SLCO1B3, SLU7, SMAD1, SMAD4, SMARCA1, SMARCD3, SMC1B, SMEK3P, SMS, SMYD2, SNAP91, SNAPC2, SNX30, SOHLH1, SOX30, SPA17, SPAG6, SPATA33, SPATS2L, SPCS1, SPG20, SPIN1, SPO11, SPOCD1, SPR, SPRY2, SPTAN1, SPTBN2, SRSF12, SSBP2, SSBP3, SSFA2, SSX2IP, STAG3, STARD10, STAT1, STIM2, STK17B, STK24, STK31, STK32B, STK4-AS1, STPG1, STRN4, STX8, SUPT20H, SUPT5H, SURF2, SWT1, SYCE3, SYCP2, SYCP2L, SYNE1, SYNGR3, SYNJ1, SYPL1, SYTL3, TADA3, TAF2, TAF4B, TAF7L, TAGLN2, TANC2, TANK, TBC1D12, TBC1D22B, TBC1D4, TBL1XR1, TBPL1, TBX3, TCEAL4, TCF3, TCF4, TCF7, TCF7L1, TCF7L2, TCP11, TDRD1, TDRD5, TDRD6, TEAD1, TESC, TEX101, TEX12, TEX15, TFAP2A, TFDP2, TFDP3, THAP1, THBS4, THRA, THYN1, TJP1, TKTL1, TLE4, TLK1, TMCO1, TMEM216, TMEM39B, TMEM42, TMEM57, TMEM80, TMEM99, TMSB15A, TMSB15B, TNRC6B, TOB1, TOM1L2, TOMM34, TOP1MT, TOPAZ1, TP53TG3D, TP63, TPTE, TRAF3, TRIM29, TRIM36, TRMT10A, TRPS1, TSACC, TSC2, TSC22D1, TSPAN12, TSPAN15, TSPAN3, TSPAN33, TSPYL2, TSPYL5, TSPYL6, TTC3, TTLL1, TUBA3C, TUBA3E, TUBGCP3, TWIST1, TXNIP, UAP1, UBE2E2, UBE2E3, UBE2L6, UBLCP1, UBXN6, UGDH-AS1, UROS, USE1, USO1, USP11, USP2, USP3, USP31, USP42, USP9X, UTS2B, UXS1, VAMP2, VAMP5, VAV3, VCX, VCX2, VCX3A, VCX3B, VGLL4, VPS13C, VPS26A, VWF, WASF1, WASF3, WDR45B, WFDC2, WIPF3, XPNPEP1, XPOT, YBX3, YPEL3, YPEL5, YY2, ZBTB11, ZBTB16, ZBTB18, ZBTB20, ZBTB33, ZBTB38, ZBTB43, ZCCHC10, ZCCHC14, ZCCHC2, ZCWPW1, ZDBF2, ZFAND2A, ZFAND3, ZFAND5, ZFP36L1, ZFR2, ZFYVE16, ZGLP1, ZMYM2, ZMYND11, ZNF236, ZNF25, ZNF267, ZNF280B, ZNF280C, ZNF410, ZNF507, ZNF516, ZNF518A, ZNF521, ZNF592, ZNF652, ZNF667-AS1, ZNF800, ZNF827, ZNF830, ZSCAN9, ZUFSP S100A11,DNAJB1,SSBP2,SATB1,KLF6,STAT1,ARL4A,NFKBIA,HSPA1B GSM4288846 0 Sertoli cell 0.0110091743119266 0.0144291484580716 6 85 466 0.0705882352941176 A2ML1, ABCC5, ABRACL, ACSL4, ACSS1, ACYP2, ADGRG1, AGPAT9, ALDH1A1, AMH, AMHR2, AMIGO2, ANG, ANKH, ANKRD18A, ANKRD6, AP1G1, APOA1, APOA1BP, APOBEC3G, ARAP2, ARHGAP18, ARHGEF10, ARNT2, ASS1, ASTN2, ATP11A, ATP1A1, ATP1B1, ATP2B4, AXL, B3GNT2, BAG2, BBX, BCAT2, BEX1, BEX2, BEX4, BEX5, BLOC1S1, BRICD5, BTF3L4, BTG2, C14orf166, C16orf87, C1orf115, C1orf141, C21orf91, C4orf48, CACNA2D3, CADM1, CAMSAP3, CAMTA1, CCDC28B, CCNDBP1, CD55, CD58, CDH19, CDH2, CDK2AP2, CFI, CHPF, CHST3, CITED1, CKB, CLCN3, CLDN11, CLEC18A, CLEC18B, CLEC4M, CLU, CMAS, CMC4, CMTR1, CNDP2, COL2A1, COMT, COPE, CORO2A, CPE, CPNE5, CPT1A, CPVL, CRTC3, CSDC2, CST3, CTAGE5, CTSA, CTSV, CUL1, CUL4B, CXADR, CXXC5, CYFIP2, CYP11A1, CYP27A1, DAG1, DAND5, DDX24, DDX26B, DFNA5, DISP1, DMD, DMRT1, DNAJB1, DNAJC15, DNM2, DPP7, DPYSL3, DSC2, DSP, DST, DUSP23, DYNLL1, ECH1, EDEM2, ELOVL2, ENDOD1, ENTPD6, EPCAM, EPHB1, ERBB3, ERBB4, ESYT1, ETNK2, F11R, F8, FAM102A, FAM111A, FAM122B, FAM122C, FAM46C, FAM49B, FAM98A, FATE1, FBXL20, FBXO34, FDXR, FHOD3, FLNB, FLYWCH2, FNTA, FOXO3, FRMPD1, FRZB, FSCN1, FSTL3, FZD3, G6PD, GADD45G, GALNT18, GAS6, GAS7, GATA5, GATA6, GATA6-AS1, GATM, GBP2, GDF3, GET4, GGT1, GLCCI1, GMPR, GNAI1, GNG2, GNG7, GPC1, GPRC5B, GRN, GSE1, GSTA1, GSTA4, GSTM4, HACD1, HERC5, HID1, HIGD2A, HK2, HLTF, HMGN5, HPRT1, HR, HS6ST1, HSD17B3, HSPA1A, HSPA4L, HUWE1, IDH3A, IFI27L1, IFI6, IGF1R, IKBKG, IL32, IL6R, ILDR2, INHA, INHBB, INSR, IQCG, IQCK, ISYNA1, ITGA6, ITGB5, IVNS1ABP, JAM2, JUP, KIAA1462, KIAA1804, KIAA1958, KIF21A, KIF5C, KLHDC8B, KLHL15, KLHL23, KRT8, KTN1, LAMA1, LAMA3, LCMT1, LGR4, LIMCH1, LIMS2, LIPH, LMBR1, LMBR1L, LOC101927204, LOC101928100, LOC643201, LRP8, LRRC16A, MAGEB1, MAP1B, MAPRE3, MASTL, MBNL2, MBOAT7, ME1, MED25, MGST2, MGST3, MID1IP1, MLF1, MMP15, MPPED2, MRPL16, MRPL23, MRPL54, MTM1, MTRNR2L2, MTRNR2L8, MTRNR2L9, MTSS1, MUM1, MVP, MYEF2, MYLK3, MYO10, MYO5C, MYO6, MYO9B, MYOM3, NABP1, NANS, NAV2, NCK2, NEAT1, NEDD9, NIPAL3, NKX3-1, NMT2, NOSTRIN, NR6A1, NRIP1, NTNG2, NUDT10, NUDT11, NXF3, NXT2, NYNRIN, OBSL1, OPTN, OSBPL11, PACRG, PCED1B, PDE4DIP, PDK3, PDPN, PEBP1, PHF24, PHGDH, PLA2G12A, PLA2G16, PLCE1, PLEKHB1, PLEKHG1, PLEKHJ1, PLLP, PLOD3, PLXNC1, PNCK, POMC, PPA1, PPIF, PPM1K, PPP1R12B, PPP1R15A, PPP1R9A, PRAME, PRDX1, PRDX4, PRDX6, PREX1, PRKD1, PRND, PRNP, PRPS2, PRPSAP1, PRUNE2, PSME4, PTBP3, PTGDS, PTP4A1, PTPRE, PTPRF, RAB13, RAB20, RAD21, RASL12, RBBP7, RDX, REEP1, REEP6, REL, RELL1, RGAG1, RIC3, RNASE1, RNASE4, RUFY3, S100A10, SAT1, SCML2, SCN9A, SCRN1, SDC4, SDK2, SEC14L1, SEMA7A, SEPT6, SERPINA5, SERPINB1, SERPINB9, SERPINF1, SESN1, SHTN1, SLAIN1, SLC1A6, SLC25A36, SLC25A4, SLC25A5, SLC27A3, SLC27A6, SLC2A14, SLC39A14, SLC3A2, SLC41A1, SLC43A3, SLC4A2, SLC4A3, SLC4A7, SLC52A3, SLK, SMARCA1, SMARCA5, SMIM1, SMOC1, SMPDL3B, SMS, SMYD2, SNTA1, SOX9, SPECC1, SPINT2, SPOCK2, SREK1IP1, SRGAP1, SRPK2, SS18, SSFA2, ST6GALNAC1, STK10, STK11IP, STK24, STXBP2, SUSD3, SVIP, SYNE2, SYNGR1, SYNGR2, SYT11, TACSTD2, TANC2, TAOK1, TAOK3, TCEA3, TCEAL2, TCEAL5, TECR, TFF3, TGIF1, THEMIS2, TINAGL1, TJP1, TM4SF18, TMC5, TMEM123, TMEM176A, TMEM176B, TMEM181, TMEM2, TMEM41A, TMEM56, TMEM97, TMX4, TNNI3, TOX, TP53INP1, TPST2, TRAPPC5, TRIM16, TRIM37, TRIM47, TRIM50, TRIM55, TRPC5OS, TSPAN13, TSPAN7, TSPYL2, TSTA3, TSTD1, TTC8, TTYH1, TUBA1A, TUBB4B, TXNDC17, UCHL1, UNC80, USMG5, USP13, USP2, VCL, VPS35, VWA5A, WIPF3, WNT6, WT1, WWP1, YPEL2, ZBTB20, ZFAND5, ZFP91, ZMYM3, ZNF280B, ZNF708, ZSWIM5, ZYX SPOCK2,DNAJB1,ABRACL,PPP1R15A,SESN1,PPA1 GSM4288846 0 Leydig precursor cell 0.0262295081967213 5.70985154313419e-06 8 85 228 0.0941176470588235 ABCA10, ABLIM1, ADAMTS1, ADD3, AK1, ALDH1A3, ANGPT2, ANGPTL1, ARHGAP28, ARX, BCHE, BGN, BICC1, C1QTNF7, C1R, C1S, C6orf48, C7, C8orf4, CALD1, CALU, CCDC102B, CCND3, CDC42EP1, CDH11, CERCAM, CFH, CHSY1, CLEC11A, CNN3, COL14A1, COL15A1, COL1A1, COL3A1, COL4A5, COL5A1, COL5A2, COL6A1, COL6A2, COLEC11, CPXM1, CRABP2, CRISPLD2, CRTAP, CTSC, CXCL12, CYBRD1, CYP1B1, DCN, DLC1, DLK1, EBF1, EDNRA, EDNRB, EEF1A1, EEF1G, EFEMP2, EGFLAM, EHD2, ELN, EMP2, ENC1, ENG, F10, FAM114A1, FBLIM1, FBN1, FBN2, FBXO17, FCGRT, FKBP7, FLRT2, FSTL1, FSTL5, FXYD1, FXYD6, GAS5, GCSH, GLT8D2, GOLIM4, GPC3, GSTM2, GSTM5, GULP1, HIF3A, HNRNPA1, HOXD8, HSPB6, HTRA3, IFI16, IGF1, IGFBP4, IGFBP5, INHBA, INSIG1, ISLR, ITGA11, ITM2C, KANK2, KDELR2, LAMA2, LHFP, LHFPL2, LHX9, LIFR, LITAF, LOXL2, LRRC17, LRRN3, LSAMP, LTBP4, MATN2, MCTP2, MDK, MEG3, MEST, MFAP2, MFAP4, MMP2, MRC2, MSC, MSC-AS1, MXRA8, MYADM, NDRG2, NEFL, NEGR1, NID1, NLGN1, NPM1, NR2F2, NR2F2-AS1, NRK, NRP1, OGN, OLFML1, OLFML3, OSR1, OSR2, PCDH18, PCDH9, PDE5A, PDGFRA, PDGFRB, PHLDA1, PKDCC, PLA2G5, PLAC1, PLAC9, PLAGL1, PLIN2, PLOD1, PMP22, POSTN, PPAP2B, PPFIA2, PPP1R12A, PTCH1, PTCH2, PXDN, RAB34, RARRES2, RBFOX2, RBMS3, RCN1, RCN3, RIMS2, RND3, RNF24, RPL10, RPL10A, RPL12, RPL13, RPL13A, RPL15, RPL18A, RPL22, RPL23, RPL24, RPL31, RPL34, RPL5, RPL6, RPL7, RPL8, RPL9, RPLP0, RPS12, RPS18, RPS19, RPS23, RPS24, RPS27A, RPS3A, RPS5, RPS6, RPS7, SCG5, SCN2A, SELM, SEMA5A, SEPT11, SEPW1, SERPINE2, SERPINH1, SMOC2, SNAI2, SPARCL1, SPATS2L, SRPX, SSBP2, STC1, SULF1, SYT1, TCF21, TFPI, THY1, TIMP3, TMEM98, TMSB4X, TPM1, TPM2, TSC22D3, TSHZ2, VIM, WNT5A, ZFP36L1, ZFP36L2 EEF1A1,RPLP0,RPL10,RPL9,EEF1G,TSC22D3,SSBP2,PHLDA1 GSM4288846 0 Granulosa cell 0.0293040293040293 1.86176181538045e-06 8 85 196 0.0941176470588235 ADI1, AEBP1, AK1, ALDH1A1, AP1S3, APOBEC3C, ARHGAP29, ARHGDIB, ATP1A1, ATP2B1, BCL3, BEND5, BIRC3, C12orf10, C1R, C1S, C3orf58, C4orf48, C6orf62, C7, CALB2, CCDC152, CCND3, CCNG1, CD14, CDCP1, CDKN1C, CEBPD, CHI3L1, COL14A1, COL1A1, COL1A2, COPE, CRABP2, CROCCP2, CXCL10, CYP19A1, DHRS13, DIRAS3, DLK1, EIF5A, EMILIN2, EMP3, ENO2, EPB41L4A-AS1, FABP5, FAM65C, FBLN1, FLOT2, FSTL3, FXYD5, GAPDH, GATM, GGT5, GNG2, GOLT1A, GOLT1B, GPC3, GSTT1, GTSF1, HBD, HIF3A, HILPDA, HINT1, HIST1H1D, HIST1H2AE, HLA-DQB1, HLA-DRA, HLA-DRB1, HLA-DRB5, HMGA2, HMGB3, HMGN2, HNRNPM, HORMAD1, ICAM1, IFI16, IFI6, IFITM1, IFITM2, IFITM3, IGF2BP2, ISOC1, ISYNA1, ITM2B, KRT17, LAPTM5, LDHA, LEMD1, LINC00467, LOC100129940, LOC650226, LOC728392, LRRN3, MAGED2, MCM4, MDK, MEG3, MEIS1, MFAP2, MFAP4, MLLT11, MMP2, MT1A, MT1E, MT1F, MT1L, MT2A, MT3, MTFP1, MTRNR2L2, MTRNR2L8, NFKB1, NFKBIA, NME4, NR2F2, NRK, NUPR1, OBP2A, OPA3, OSMR, PCNA, PDGFRA, PGK1, PLAC1, PLAG1, PLAGL1, PLEKHA4, PNMA1, POLE3, PPP4R2, PRAF2, PRKAR2B, PSMD9, PTMA, QPRT, RAD51AP2, RASL11B, RELB, RHOG, RND3, RNF214, RPL12, RPL26, RPL31, RPL34, RPL8, RPP25, RPP25L, RPS11, RPS14, RPS18P9, RPS23, RPS27, RPS27A, RPS28, S100A9, SCARB2, SCN9A, SCPEP1, SEMA5A, SKP2, SLC35F2, SLC6A8, SNHG17, SNRPC, SPINT2, SPP1, SPRY1, SRGN, STRA6, SYCP3, SYNE2, TAC1, TAGLN2, TET1, TFRC, TMEM132C, TMEM176A, TMEM176B, TMEM45A, TMEM50A, TMSB15A, TSC22D3, TSPAN7, UBA52, VCAN, WDR46, WFDC2, ZBTB20, ZDHHC8P1, ZFYVE21, ZGLP1, ZNF217, ZNF436, ZNF581 IFITM2,EMP3,ITM2B,IFITM1,FXYD5,TSC22D3,NFKBIA,ADI1 GSM4288846 0 Multilymphoid progenitor cell 0.017910447761194 8.08263134999265e-06 12 85 597 0.141176470588235 AARS2, AARSD1, ABCA7, ABCA9, ABCG2, ACAP1, ACIN1, ACRC, ADAMTS6, ADAP1, ADGRE1, ADGRL1, AES, AFF1, AFF3, AGAP6, AGER, AIF1, AKAP17A, AKAP7, AKAP8, ALOX12P2, AMHR2, AMN1, AMPD2, AMPH, ANKHD1-EIF4EBP3, ANKRD11, ANKRD13D, ANKS3, AP2A2, ARHGAP24, ARHGAP4, ARHGAP9, ARHGEF1, ARHGEF2, ARHGEF7, ARID5B, ARNT2, ARPP21, ARRB2, ATAD3B, ATF7IP2, ATHL1, ATM, ATN1, ATP10A, ATP11A-AS1, ATP13A4, ATP9A, AUTS2, AVIL, BASP1, BCAS4, BCL2A1, BCL6, BDP1, BMF, BRF1, BTG1, BTN2A1, BTN3A1, C10orf76, C11orf72, C15orf39, C15orf52, C16orf74, C19orf43, C19orf66, C2CD2L, C5AR1, C6orf48, C6orf99, CABLES2, CABP4, CACNA1C, CADM2, CAMK2G, CAMK4, CASZ1, CAV1, CBX4, CBX7, CCDC144CP, CCDC162P, CCDC6, CCDC85C, CCDC88B, CCDC92, CCHCR1, CCL4L1, CCZ1, CD37, CD6, CD79A, CDH9, CDKN2D, CDYL, CELF1, CHD3, CHRM3, CHRNA3, CIR1, CIRBP, CLEC4A, CLN3, CMC2, CMIP, CMPK2, CMYA5, CNOT1, CNTNAP1, COL24A1, COTL1, CREG2, CRELD2, CROCC, CROCCP2, CRY2, CSF2RA, CSMD1, CSN1S1, CSNK1E, CSNK1G2, CSRNP1, CTSD, CUBN, CUTA, CXCL10, CXCL16, CXXC5, CYFIP2, DARS-AS1, DDAH2, DDX23, DGKA, DGKD, DGKQ, DHFRL1, DHX30, DHX8, DIP2B, DLGAP1-AS1, DLGAP4-AS1, DNAL1, DNASE1, DNASE2, DNHD1, DNM1, DOC2GP, DOK2, DPF1, DPP9, DTX3, DUSP1, DUSP2, DUSP22, DUSP4, DVL1, DYNLL2, DYRK2, EFNB2, EFR3B, EGLN2, EIF1AX-AS1, EIF2S2P3, EIF3EP1, EIF4A1, ELK1, ELP5, EMC8, EPB42, EPHA1-AS1, EVL, EXT1, EZH1, FAM103A1, FAM106A, FAM129C, FAM134B, FAM157C, FAM219A, FAM222B, FAM69A, FAM83D, FAM83G, FBRS, FBRSL1, FBXO38, FCAR, FCGR3B, FCHSD2, FCRL1, FFAR1, FFAR2, FLYWCH1, FMN1, FMNL1, FMNL3, FOSB, FOXN3, FPGT-TNNI3K, FURIN, FZD8, GALNT2, GALNT6, GCA, GFOD1, GLTSCR2, GNA12, GNAI2, GNPTAB, GOLGA2, GON4L, GRIK1, GSDMB, GSTP1, GUSBP2, GVINP1, GYPB, HECW2, HERPUD1, HES1, HHLA1, HIC1, HIST1H2BK, HIST1H4C, HIST1H4I, HIVEP1, HIVEP3, HLA-B, HMGCS1, HMHA1, HNRNPUL1, HOXA3, HOXA5, HVCN1, ICAM1, ID2, IER2, IER5, IFFO2, IFI44L, IFNG, IFNGR2, IGF1, IGF1R, IGF2R, IGFBP6, IL10, IL17RA, IL18RAP, IL1R2, IL23A, IL24, IL7R, INADL, INO80, INPP5K, IQGAP2, ITGB2, ITPKB, JARID2, JUNB, JUND, KCNMB1, KDM2A, KDM2B, KDM7A, KIAA0355, KIAA0430, KIAA0556, KIAA1024, KIAA2013, KIR3DX1, KLF7, KLRB1, KMT2B, LAIR1, LAIR2, LCK, LEF1, LENG8-AS1, LGSN, LIMS2, LINC00304, LINC00869, LINC01554, LMBR1L, LMF2, LMLN, LRCH1, LRG1, LRRC43, LRRC69, LRRK1, LRWD1, LSM14B, LSM7, LTB, LY86, MAF, MAFB, MAGEE1, MALAT1, MAML2, MAN1A2, MANEA-AS1, MAP1A, MAP3K11, MAP3K7CL, MAP4K4, MAPKBP1, MB, MBD6, MDGA2, MED13L, MEF2C, MEX3C, MFSD4, MGAM, MGRN1, MIDN, MKNK1, MLLT6, MLXIP, MMP9, MN1, MNT, MOB3A, MOK, MPHOSPH8, MPRIP, MREG, MRPL55, MRPS24, MSL1, MTURN, MVD, MVK, MYO9B, MYPOP, MZF1-AS1, NAA60, NATD1, NEDD9, NEGR1, NEIL1, NFATC2, NFIA-AS2, NFKBIA, NHLRC3, NKIRAS1, NLRP1, NOTCH1, NR3C1, NRCAM, NRDE2, NSUN2, NUAK2, NYNRIN, OCEL1, OCIAD2, OSTN, OVGP1, PAFAH2, PAG1, PAK1, PALB2, PALD1, PALLD, PANX2, PAQR6, PBXIP1, PCDH9, PCSK5, PDE7A, PDE9A, PER1, PET100, PFDN5, PHKA2, PI4KA, PIEZO1, PIK3C2B, PIK3R1, PILRB, PIM2, PIM3, PIP5KL1, PITHD1, PLA2G6, PLEKHA2, PLEKHO1, PLLP, PLXND1, POLR2J3, POMT1, POU2F2, PPAP2C, PPBP, PPP1R10, PPP1R12C, PPP1R13L, PPP1R16B, PRKACA, PRKCQ-AS1, PRKD2, PRKRIP1, PRKRIRP3, PRMT6, PTGER4, RAB31, RAB33A, RAB4B, RANBP10, RAPGEF1, RASAL3, RASSF5, RBM17, RBM38, RBPMS, RELB, RERE, REXO1L1P, RFC1, RGL4, RGS1, RHOH, RHOT2, RHPN1, RNASET2, RNF220, RNU6-645P, RPAIN, RPL32P3, RPS27, RPS4XP16, RPS6KA2, RRAGC, RSPH4A, RSRC1, RUNX3, RWDD1, SAP30L-AS1, SASH3, SAT2, SCN11A, SCRG1, SEMA3C, SENCR, 9-Sep, SERPINF1, SETD1B, SGIP1, SH3GL1P1, SIN3B, SIPA1, SIVA1, SLC13A4, SLC15A4, SLC25A5-AS1, SLC30A5, SLC35E3, SLC38A1, SLC43A2, SLC4A4, SLC7A6, SLC8A1-AS1, SLC8B1, SLC9A3R1, SLCO5A1, SLITRK5, SMARCA4, SMIM3, SNHG6, SNHG7, SNHG9, SNRNP70, SNX33, SON, SOX11, SOX2-OT, SOX4, SP110, SPACA6P, SPAG5, SPATA21, SPECC1, SPON1, SPRTN, SRP72P2, SRSF4, SSBP3, SSH2, SSSCA1, ST20-AS1, ST3GAL1, STAT6, STK10, STK4, STRBP, STRN4, STX3, STX6, SUSD1, SYN3, SYT4, TAF5, TBC1D17, TBX10, TBX19, TCF3, TCF4, TCF7, TCF7L2, TECPR1, TENM1, TFE3, THBS3, TMC8, TMEM106A, TMEM136, TMEM156, TMEM192, TMEM38A, TMSB10, TNFAIP3, TNFRSF1B, TNFSF11, TNS3, TOP3A, TP53I11, TPM2, TPT1-AS1, TRAF4, TRAPPC2B, TRAT1, TRBC2, TRBV23-1, TRIAP1, TRIB2, TRIM71, TSC22D1, TSC22D3, TTBK2, TTC13, TTC21A, TTN, TUSC7, UBE2Z, UGT3A2, ULBP1, ULK1, UPF2, USF2, USP36, UTP14C, VAMP2, VHL, VPS13D, VPS37B, WDR20, WDR53, WDR66, WFS1, WIPF2, WWOX, XIRP2, YPEL3, YTHDF1, YTHDF3-AS1, ZBTB4, ZBTB7A, ZBTB8A, ZC3H13, ZFAND2A, ZFAS1, ZFP36L1, ZMAT3, ZNF12, ZNF133, ZNF230, ZNF274, ZNF430, ZNF444, ZNF526, ZNF532, ZNF606, ZNF608, ZNF626, ZNF740, ZNF843, ZP1, ZSCAN30, ZSWIM8, ZYX KLRB1,IL7R,LTB,DUSP1,TNFAIP3,CD6,TSC22D3,PBXIP1,JUNB,PTGER4,FOSB,NFKBIA GSM4288846 0 CD1C+_B dendritic cell 0.0140845070422535 0.0261170234204063 2 85 59 0.0235294117647059 ADAM15, ANXA1, AOAH, ASGR1, BST1, C9ORF89, CD14, CD163, CD1D, CD36, CES1, CES1P1, CLEC10A, CREB5, CSF3R, CSTA, DQ575504, EREG, F13A1, FCER1A, FCN1, FPR1, HBEGF, HNMT, IL13RA1, IL1B, IL1RN, IL27RA, ITGA5, LAT2, LMNA, LOC284454, LYZ, MGST1, MICAL2, MNDA, MPP7, MTMR11, NAIP, NFE2, NLRP12, NLRP3, NOD2, NR4A2, PID1, PLBD1, PTAFR, RAB27A, RAB3D, RETN, RNASE2, S100A12, S100A8, S100A9, SLC2A3, SMA, TMEM173, TREM1, VCAN ANXA1,TMEM173 GSM4288846 0 CD1C-CD141- dendritic cell 0.0364077669902913 1.40341072096817e-11 15 85 342 0.176470588235294 ABCC3, ABHD3, ABI3, ACOT9, ADRBK1, AGTRAP, AIF1, AK123771, AK124399, AK307192, AL137655, ALDH3B1, ALOX5, AMPD2, AP2A1, APOBEC3A, APOL6, ARAP1, ARAP2, ARHGEF3, ARL4A, ARRB1, ARRB2, ARRDC3, ASAH1, ATP1B3, BACH1, BCL2A1, BID, BIN2, BLOC1S3, BLVRA, C10ORF46, C10ORF54, C11ORF21, C15ORF39, C19ORF38, C20ORF112, C3AR1, C5AR1, C9ORF72, CABP4, CALML4, CAMK1, CAMKK2, CASP1, CASP4, CCM2, CCPG1, CD244, CD300A, CD300E, CD300LF, CD52, CD68, CD79B, CD97, CDC42EP3, CDH23, CDKN1C, CFD, CHST15, CKB, CLEC12A, CLEC4F, CLEC7A, CMTM7, CNIH4, CORO2A, CPPED1, CSF1R, CSGALNACT2, CSK, CTSL1, CTSS, CX3CR1, CXCL16, CYTIP, DDX58, DDX60, DDX60L, DENND3, DENND5A, DKFZP451J181, DMXL2, DNAJB1, DNASE2, DOK2, DOK3, DPEP2, DRAP1, DUSP1, DUSP6, EHD1, EMR1, EMR2, ERICH1, EVL, FAM110A, FAM126A, FAM26F, FAM45B, FAM46A, FCAR, FCGR2A, FCGR2C, FCGR3A, FCGR3B, FCN1, FGD3, FGD4, FGR, FLNA, FOXO1, FPR1, FTH1, FTL, FYB, GBP1, GBP2, GBP4, GBP5, GIMAP1, GIMAP2, GIMAP4, GIMAP7, GLUL, GNG2, GNS, GPBAR1, GPR155, GRAMD1A, HCK, HEG1, HK1, HK3, HLA-E, HMOX1, HSBP1, HSPA7, ICAM2, ICAM4, IFI30, IFI6, IFIT2, IFIT3, IFITM1, IFITM2, IFITM3, IFNGR2, IL12RB1, IMPDH1, INSIG1, IRAK3, IRF1, ISG15, ITGAL, ITGB1, ITM2B, KDM1B, KIAA0513, KLF11, KLF3, KSR1, L1TD1, LCP2, LGALS3, LILRA2, LILRA5, LILRA6, LILRB1, LILRB2, LIMS1, LOC100133161, LOC200772, LOC388312, LRP1, LRRC25, LST1, LTA4H, LY6E, LYN, LYST, MAFB, MAGED2, MAP3K1, MARCKS, MBD2, MCTP1, MEFV, MPP1, MS4A4A, MS4A7, MSN, MT2A, MTSS1, MXD3, MYO1G, MYOF, NAAA, NADK, NAMPT, NAP1L1, NBEAL2, NCF2, NDUFB3, NEAT1, NECAP2, NEURL, NFAM1, NFKBIZ, NINJ1, NLRP1, NPL, NR4A1, NUDT16, OAS1, P2RX1, P2RY13, PAG1, PDLIM5, PDP1, PECAM1, PELI1, PHTF2, PIEZO1, PIK3AP1, PIK3IP1, PILRA, PITPNM1, PLEKHO2, PLIN2, PLXNC1, PNPLA6, POU2F2, PPM1F, PRAM1, PSAP, PSTPIP2, PTGER2, PTGER4, PTP4A3, PTPN13, PTPN6, PTPRC, PYGL, RAB10, RAB24, RAB37, RAB3D, RALB, RAP1B, RAP1GAP2, RASGRP4, RELT, RHOC, RNF144B, RNF149, RXRA, S100A11, S100A4, SAMSN1, SASH1, SAT1, SCIMP, SCPEP1, SDCBP, SERPINA1, SGPL1, SH2D1B, SH3BP2, SIDT2, SIGLEC10, SIRPB1, SIRPB2, SLA, SLC11A1, SLC2A6, SLC31A2, SLC44A2, SLC7A7, SMAP2, SNX18, SOD2, SPN, SSH2, STK10, STK38, STX11, STXBP2, SULT1A1, SVIL, SWAP70, SYTL1, TAGLN, TBC1D8, TBCD, TBXAS1, TCF7L2, TCIRG1, TESC, TIAM1, TIMP1, TKT, TLE4, TLR2, TLR4, TMBIM1, TMC6, TMEM11, TMEM134, TMEM154, TMEM176B, TMPO, TMTC1, TNFRSF14, TNFRSF1B, TNFSF10, TSC22D3, TSPAN14, TSPAN32, TTYH3, TUBA1A, TXNIP, TYMP, TYROBP, UBXN11, UNC13D, UPP1, VAMP5, VASP, VMP1, VPS53, WARS, WDFY1, WDR11, WSB1, YPEL2, ZCCHC6, ZEB2, ZFAND5, ZNFX1 S100A4,DUSP1,IFITM2,S100A11,ITM2B,FTH1,IFITM1,GIMAP4,TSC22D3,GIMAP7,DNAJB1,LGALS3,TIMP1,PTGER4,ARL4A GSM4288846 0 AXL+SIGLEC6+ dendritic cell 0.0179640718562874 0.00569432878797649 3 85 85 0.0352941176470588 ACPP, ADAM33, AK125727, ALDH2, APEX1, ARHGAP18, ATF5, ATP2B4, AXL, BAIAP2, BHLHE40, BIN1, C5ORF25, CCND3, CD22, CD300LB, CD300LG, CD5, CD72, CDH1, CDKN1A, CEP95, COQ7, CTSW, CX3CR1, CXCR2, DAB2, DPYSL2, ENTPD7, FAM105A, FAM129A, GGTA1P, GNAQ, GPR146, HIP1, IRF4, KLF12, KLF4, LAX1, LGMN, LTK, MECR, MED12L, MGLL, MRPS6, MYH11, MYO1E, NDRG1, PIM2, PLA2G16, PLAC8, PPP1R14A, PTGDS, RAD1, RBL1, RNASEL, RNF141, RUNX2, S100A10, SCN9A, SEPT6', SIGLEC1, SIGLEC6, SLC20A1, SLC35C2, SLC41A2, SLC4A3, SNRNP25, SOX4, SP4, STAG3L4, STX18, SUCLA2, SUSD1, TBC1D9, THBD, TNFSF12, TNNI2, TSEN54, TXN, UPK3A, USF2, VASH1, ZEB1, ZNF789 PLAC8,CD5,BHLHE40 GSM4288846 0 Monocyte 0.0325476992143659 0 29 85 835 0.341176470588235 ABTB1, ACAA1, ACAP2, ACPP, ACSL1, ACSL3, ACTN1, ACTR2, ADAM17, ADAM8, ADGRE1, ADGRE2, ADGRE3, ADM, ADORA2A-AS1, ADRBK2, AGFG1, AGPAT2, AGTRAP, AHNAK, AHR, AIF1, AIMP1, AKIRIN2, ALDH2, ALDH3B1, ALDOA, ALOX5, ALOX5AP, ANKLE2, ANKRD13D, ANPEP, ANXA1, ANXA11, ANXA2, ANXA5, AP1S2, APLP2, APOBEC3A, APOBR, AQP9, ARF5, ARHGAP26, ARHGDIB, ARL5B, ARPC1B, ARPC2, ARPC3, ARPC5, ARRB2, ARRDC1, ASAH1, ASGR1, ASGR2, ATF1, ATG16L2, ATG3, ATOX1, ATP11A, ATP13A3, ATP2B1, ATP5EP2, ATP5J2, ATP5L, ATP6AP2, ATP6V0B, ATP6V0D1, ATP6V0E1, ATP6V1B2, ATXN1, ATXN7L3, AUP1, AZI2, BACH1, BASP1, BATF3, BAX, BCL2A1, BCL3, BCL6, BEST1, BID, BLVRB, BNIP3L, BRI3, BRK1, BST1, BTF3L4, BTG1, BTG2, C10orf54, C14orf2, C15orf48, C16orf54, C16orf74, C19orf38, C1orf162, C1orf228, C20orf24, C3AR1, C4orf3, C4orf48, C5AR1, C6orf226, C9orf72, CACNA2D3, CALM2, CAP1, CAPG, CAPNS1, CAPZA2, CARD16, CARD19, CARS2, CASP1, CASP4, CAST, CBWD1, CCL20, CCL3L3, CCND3, CCNI, CCNL1, CCPG1, CCR1, CCRL2, CD14, CD1D, CD300C, CD300E, CD300LF, CD302, CD37, CD4, CD44, CD48, CD52, CD53, CD55, CD63, CD68, CD74, CD83, CD86, CD93, CDA, CDC42, CDC42EP2, CDC42EP3, CDKN1A, CEBPB, CEBPD, CEBPE, CES1, CFD, CFLAR, CFP, CHCHD10, CHCHD7, CHMP4B, CHP1, CHPT1, CHSY1, CHTF8, CITED2, CKAP4, CKLF, CLEC12A, CLEC4A, CLEC4E, CLEC5A, CLEC7A, CLIC1, CLTB, CMTM2, CMTM6, CMTM7, CNPY3, COMMD6, CORO1A, CORO2A, COTL1, COX17, COX5A, COX5B, COX6B1, COX7B, COX8A, CPPED1, CPVL, CRIP1, CRISPLD2, CSF2RA, CSF3R, CSGALNACT2, CSNK1A1, CSRNP1, CST3, CSTA, CTDSP1, CTSB, CTSD, CTSH, CTSS, CUX1, CWC25, CXCL1, CXCL16, CXCL3, CXCL8, CYBA, CYBB, CYP1B1, CYP46A1, CYTIP, DAZAP2, DDX3X, DDX60L, DENND3, DES, DGAT2, DIAPH1, DMXL2, DNAAF1, DNAJA1, DNTTIP2, DOCK2, DOCK5, DPEP2, DPH3, DPYD, DSE, DUSP1, DUSP6, EBLN2, EDEM1, EFHD2, EHD1, EIF1B, EIF4G2, ELF1, EMILIN2, EMP3, EPM2AIP1, EPN1, EREG, ERP29, ERP44, ESYT2, ETS2, EVI2A, EVI2B, FAM101B, FAM102B, FAM129B, FAM195A, FAM26F, FAM49A, FAM49B, FAM65B, FBP1, FBXL5, FCAR, FCER1G, FCGR1A, FCGR2A, FCGR3A, FCGR3B, FCGRT, FCN1, FFAR2, FGD4, FGL2, FGR, FKBP1A, FKBP1C, FKBP8, FMNL1, FOSB, FOSL1, FOXO3, FPR1, FPR2, FXYD5, FYB, G0S2, GAA, GABARAPL2, GAPT, GAS7, GBP2, GCA, GIMAP4, GK, GLIPR1, GLIPR2, GLRX, GLT1D1, GLUL, GMFG, GMIP, GNAI2, GNAI3, GNB2, GNG5, GNS, GPAT3, GPBAR1, GPBP1, GPCPD1, GPR84, GPSM3, GPX1, GRB2, GRINA, GRN, GRPEL1, GSTO1, H3F3C, HAL, HCAR3, HCK, HCLS1, HCST, HEBP2, HIF1A, HK2, HK3, HLA-A, HLA-B, HLA-C, HLA-DMA, HLA-DRA, HLA-DRB1, HLA-DRB5, HLA-E, HNMT, HP, HPSE, HSD17B11, HVCN1, ICAM3, IER2, IER3, IFI30, IFITM2, IFNGR1, IFNGR2, IGF2R, IGSF6, IL10RA, IL10RB-AS1, IL17RA, IL1A, IL1B, IL1RAP, IL1RN, IL6R, IQGAP1, IQSEC1, IRAK3, IRG1, ITGAM, ITGAX, ITGB2, ITM2B, ITPRIP, IVNS1ABP, JAK1, JAML, JMJD1C, JTB, JUND, KB-1507C5.4, KDM6B, KLF4, KLF6, KMT2C, KRT23, KYNU, LAMP2, LAMTOR1, LAMTOR2, LAMTOR4, LAMTOR5, LAPTM5, LAT2, LBR, LCP1, LDLR, LGALS1, LGALS3, LILRA1, LILRA2, LILRA4, LILRA5, LILRB1, LILRB2, LILRB3, LIMD2, LIMS1, LIN7A, LINC00694, LIPN, LITAF, LRG1, LRP1, LRPAP1, LRRC25, LRRFIP1, LRRK2, LSM6, LSP1, LST1, LTA4H, LTB4R, LUCAT1, LY86, LYN, LYPD3, LYST, LYZ, MAFB, MAN2B1, MAP1LC3B, MAP2K3, MAP7D1, MAPKAPK3, MARCKS, MCEMP1, MCL1, MCTP1, MEFV, MEGF9, METTL22, METTL9, MFSD1, MGAM, MID1IP1, MIDN, MIR22HG, MIR3945HG, MN1, MNDA, MPEG1, MRPL33, MS4A6A, MS4A7, MSL3, MSN, MSRB1, MT-ATP6, MT-CO3, MT-ND1, MT-ND2, MT-ND3, MT-ND4, MT-ND4L, MT-ND5, MTF1, MTHFS, MTMR11, MTPN, MTRNR2L1, MTRNR2L12, MTRNR2L6, MTRNR2L8, MX2, MXD1, MYADM, MYD88, MYO1F, MYO1G, NAAA, NABP1, NACC2, NADK, NAIP, NAMPT, NAPRT, NBN, NBPF19, NCF1, NCF2, NCF4, NCKAP1L, NCOR2, NDEL1, NDUFA1, NDUFA13, NDUFA2, NDUFB1, NDUFS6, NDUFS7, NDUFV3, NEAT1, NFAM1, NFKBIA, NFKBID, NFKBIZ, NINJ1, NLRC4, NLRP12, NLRP3, NOD2, NOP10, NR1H2, NUDT16, NUMB, NUP214, NUP98, OAZ1, ODF3B, OGFRL1, OLIG1, OLIG2, OLR1, ORM1, OSCAR, OSM, OTUD1, OXSR1, P2RX1, P2RY13, PABPC3, PADI2, PADI4, PAFAH1B2, PAK1, PALM2, PARVG, PCBP1, PCDHGA5, PDXK, PECAM1, PELI1, PFDN5, PGAM1, PGD, PGK1, PGLS, PGPEP1, PHACTR1, PHLDA2, PICALM, PILRA, PIM3, PKM, PKN1, PLAC8, PLAUR, PLBD1, PLD4, PLEK, PLK3, PLP2, PLSCR1, PLXDC2, PNP, PNPLA8, PNRC1, POLE4, POLR2J, POR, POSTN, POU2F2, PPIF, PPP1R15A, PPT1, PRAM1, PRDX5, PRELID1, PRKAG2-AS1, PRKCB, PROK2, PRR13, PRRX1, PSAP, PSEN1, PSMA4, PSMB10, PSMB7, PSMB8, PSME1, PSTPIP1, PTAFR, PTGES, PTGS2, PTP4A1, PTP4A2, PTPN6, PTPRC, PTPRE, PTX3, PYCARD, PYGL, QKI, QPCT, QSOX1, RAB11FIP1, RAB20, RAB27A, RAB31, RAB3D, RAC1, RAC2, RAE1, RALGDS, RAP1B, RASA2, RASGRP4, RBM47, RBMS1, RBP7, RELT, RETN, RGL4, RGS10, RGS19, RGS2, RILPL2, RIN3, RIPK2, RNASE2, RNASE6, RNASET2, RNF13, RNF130, RNF141, RNF144B, RNF149, RNF167, RNH1, RSL24D1, RTN3, RTN4, RXRA, S100A10, S100A11, S100A12, S100A4, S100A6, S100A8, S100A9, S100P, S100Z, SAMHD1, SAMSN1, SAT1, SAT2, SCIMP, SCN4B, SCO2, SCPEP1, SDCBP, SDHB, SEC62, SELK, SELL, SELT, SEMA4A, SERP1, SERPINA1, SERPINB1, SERPINB2, SERPINB6, SERPINB8, SERPINB9, SFT2D1, SH2B2, SH3BGRL3, SH3KBP1, SHKBP1, SHTN1, SIDT2, SIGLEC14, SIGLEC5, SIGLEC7, SIGLEC9, SIRPB1, SKIL, SKP1, SLA, SLC11A1, SLC15A3, SLC16A3, SLC16A5, SLC16A6, SLC24A4, SLC25A37, SLC2A3, SLC2A6, SLC31A2, SLC36A4, SLC3A2, SLC43A2, SLC4A1AP, SLC7A7, SLCO3A1, SLU7, SMARCD3, SMCO4, SMPDL3A, SNX10, SNX2, SNX27, SNX3, SOCS3, SOD2, SORL1, SP2-AS1, SPAG9, SPARC, SPATA13, SPG21, SPI1, SPOPL, SQRDL, SRA1, SRGN, SRSF3, SRSF5, SSR1, SSSCA1, STAT6, STEAP4, STK17B, STK40, STX11, STX3, STXBP2, SULF2, SULT1A1, SYAP1, SYN1, SYTL1, TACC3, TAF13, TAGLN2, TALDO1, TANK, TAX1BP1, TBC1D8, TCIRG1, TESC, TGFBI, THBS1, THEMIS2, TICAM1, TIMP1, TKT, TLCD2, TLR2, TLR4, TLR8, TM2D3, TM9SF2, TMBIM4, TMBIM6, TMEM154, TMEM167A, TMEM170B, TMEM176B, TMEM258, TMEM59, TMEM91, TNFAIP2, TNFAIP3, TNFAIP6, TNFRSF10B, TNFRSF12A, TNFRSF1A, TNFRSF1B, TNFRSF8, TNFSF13B, TNIP1, TNNI2, TOM1, TOMM7, TP53BP2, TPI1, TPM3, TRA2A, TREM1, TRIB1, TRIM25, TRMT6, TRPM4, TRPS1, TSC22D3, TSPO, TXN, TYMP, TYROBP, UBA52, UBE2D1, UBE2D3, UBE2V2, UBL7, UCKL1-AS1, UPK3A, UQCR11, UQCRB, USP10, USP15, USP3, UTF1, VAMP8, VASP, VCAN, VCL, VDR, VENTX, VIM, VIM-AS1, VIPR1, VMP1, VNN1, VNN2, VNN3, VPS29, VSTM1, WARS, WAS, WBP4, WIPF1, WSB1, YPEL5, ZEB2, ZFAND5, ZFP36, ZNF106, ZNF267, ZNF385A, ZYX ANXA1,CD4,S100A4,TNFSF13B,DUSP1,IFITM2,S100A11,EMP3,ITM2B,AHNAK,TNFAIP3,PLAC8,GIMAP4,IFNGR1,S100A6,CTSB,SORL1,FXYD5,GPSM3,TSC22D3,LGALS3,PPP1R15A,TIMP1,KLF6,CD44,PNP,FOSB,NFKBIA,CITED2 GSM4288846 0 Neutrophil 0.0158730158730159 0.0143985878232438 2 85 43 0.0235294117647059 ADGRG3, ANXA3, AQP9, ARG1, BASP1, BCL2A1, BTNL8, CDA, CLC, CLEC4E, CMTM2, CSF3R, CTB-61M7.2, CXCL8, CXCR2, FCGR3B, FPR1, G0S2, GCA, IFITM2, IL1R2, LINC00694, LST1, MNDA, NAMPT, NCF1, NFE4, ORM1, PGLYRP1, PHOSPHO1, PROK2, PTGS2, QPCT, RGS2, RP6-159A1.4, S100A11, S100A12, S100A8, S100A9, S100P, SOD2, TNFAIP6, USP10 IFITM2,S100A11 GSM4288846 1 CD8+ T cell 0.0526315789473684 9.97884277653682e-06 2 37 3 0.0540540540540541 CD4, CD8A, CD8B CD8A,CD8B GSM4288846 1 Natural killer cell 0.0222222222222222 0.0165306023425686 1 37 9 0.027027027027027 FCGR3A, FCGR3B, KLRB1, KLRB1, KLRC1, KLRD1, KLRF1, KLRK1, NCAM1 KLRD1 GSM4288846 1 Naive T cell 0.0512820512820513 1.99344017852709e-05 2 37 4 0.0540540540540541 CCR7, CD27, CD8A, CD8B CD8A,CD8B GSM4288846 1 Natural killer T (NKT) cell 0.0810810810810811 5.82837422768989e-09 3 37 3 0.0810810810810811 CD8A, CD8B, ZNF683 CD8A,CD8B,ZNF683 GSM4288846 1 pro-Natural killer cell (pro-NK cell) 0.027027027027027 0.00185000000000002 1 37 1 0.027027027027027 ID2 ID2 GSM4288846 1 Plasmacytoid dendritic cell 0.0263157894736842 0.00369666983349171 1 37 2 0.027027027027027 CD123, GZMB GZMB GSM4288846 1 Microglial cell 0.00754716981132075 0.0130129748733272 4 37 497 0.108108108108108 A2M, ABCG2, ABHD12, ABI3, ACTR2, ACY3, ADAM28, ADAM9, ADAP2, ADORA3, ADRB2, AIF1, ALOX5, ALOX5AP, ANXA11, ANXA4, ANXA5, AOAH, AP1B1, APBB1IP, APLP2, APOC1, APOE, APPL2, ARHGAP12, ARHGAP4, ARHGAP9, ARHGDIB, ARPC1B, ARRB2, ASAH1, ATAT1, ATM, ATP6V0E1, ATP8B4, AXL, B2M, B3GNT5, BCL11A, BEX1, BHLHE41, BIN1, BIN2, BLNK, BLVRB, BRI3, BST2, BTG2, C10orf128, C10orf54, C12orf75, C1orf61, C1QA, C1QB, C1QC, C2, C20orf27, C3, C3AR1, C5AR1, CAP1, CAPZB, CASP1, CCL3, CCL4, CCL4L2, CCND1, CCR1, CD14, CD164, CD24, CD300A, CD36, CD37, CD4, CD53, CD63, CD68, CD74, CD81, CD83, CD84, CD86, CEBPA, CEBPD, CECR1, CH25H, CMTM6, CMTM7, CNN3, CNPY3, COLGALT1, CORO1A, CPED1, CPVL, CREBL2, CREG1, CRYBB1, CSF1R, CSF3R, CSRP2, CTSA, CTSB, CTSC, CTSD, CTSL, CTSS, CX3CR1, CXCL16, CYBA, CYBB, CYFIP1, CYTH4, DAB2, DBN1, DCX, DHRS3, DHRS9, DNAJB1, DNPH1, DOCK2, DOCK4, DOCK8, DPP7, DUSP1, DYNLT1, EGFL7, EGR1, EGR2, EGR3, ELAVL4, ELF1, ENTPD1, EVI2A, FABP5, FABP7, FAM105A, FAM78A, FAM96A, FBLN1, FCER1G, FCGR1A, FCGR1B, FCGR1C, FCGR2A, FCGR3A, FCGRT, FES, FGD2, FLI1, FMNL3, FOLR2, FOS, FOSB, FPR1, FRMD4A, FTL, FXYD6, FYB, GAA, GADD45B, GAL3ST4, GALNT1, GAS6, GATM, GGA2, GGTA1P, GIMAP4, GLIPR1, GLUL, GM2A, GMFG, GNAI2, GNB4, GNG5, GNG7, GPM6A, GPN3, GPR183, GPR34, GPSM3, GPX1, GRN, GSN, GSTA4, GSTK1, GYPC, HAVCR2, HCK, HCLS1, HCST, HERPUD1, HEXA, HEXB, HIST1H1C, HLA-B, HLA-C, HLA-E, HN1, HPGDS, HSPA1A, HSPA1B, HTRA1, HVCN1, IER2, IER3, IFI16, IFI30, IFITM2, IFNGR1, IGF1, IGFBPL1, IGFLR1, IGSF6, IKZF1, IL10RA, IL13RA1, IL16, IL17RA, IL6R, IL6ST, INPP5D, IPCEF1, IRF8, ITGAM, ITGAX, ITGB2, ITM2B, ITM2C, ITPR2, JAG1, JUN, JUNB, KCTD12, KIAA0226L, KLF2, KLF6, LAIR1, LAMP1, LAMP2, LAPTM5, LAT2, LCP1, LGMN, LHFPL2, LILRB4, LIMS1, LINC00461, LINC00936, LINC00996, LINC00998, LINC01094, LINC01158, LINC01551, LIPA, LOC100506388, LOC100996255, LOC101929497, LOC284454, LPAR5, LPAR6, LPCAT2, LPIN2, LRMP, LST1, LTC4S, LY86, LY96, LYN, LYST, MAF, MAGED1, MAN2B1, MANBA, MAST3, MBNL1, MDK, MED12L, MEF2A, MEIS2, MERTK, METTL7A, MFSD1, MGAT1, MGAT4A, MGST2, MILR1, MIS18BP1, MKNK1, MLLT11, MNDA, MPEG1, MPP1, MRC1, MS4A7, MSN, MYH9, MYL12A, MYLIP, MYO1F, NAA20, NABP1, NAGA, NAIP, NCF4, NCKAP1L, NEAT1, NEU1, NEUROD6, NFIB, NFKBIA, NGFRAP1, NGRN, NINJ1, NNAT, NPC2, NPL, NR3C1, NR4A1, NR4A2, NRIP1, NSG1, OAS1, OCIAD2, OLFML3, OLR1, OSTF1, OTUD1, P2RX4, P2RY12, P2RY13, P3H2, PAFAH1B3, PAG1, PALD1, PARVG, PDGFB, PDK4, PDPN, PFN1, PFN2, PLA2G15, PLA2G7, PLCB2, PLD3, PLD4, PLEK, PLTP, PLVAP, PLXDC2, PNMA1, POLD4, PPA1, PPP1R18, PPT1, PRDX2, PRR13, PSAP, PSMB10, PTAFR, PTGS1, PTPN6, PTPRC, PTPRE, PTPRZ1, PYCARD, RAB29, RAB31, RAB32, RAB3IL1, RAPGEF6, RASSF4, RB1, RBMS1, RBP1, RCN3, RCSD1, REEP4, RGS1, RGS10, RGS19, RGS2, RHBDF2, RHOB, RHOG, RIN2, RNASE6, RNASET2, RNF13, RNF130, RNF135, RNF213, RPAIN, RPS6KA1, RTN1, RUNX1, RYR1, S100A11, SALL1, SAMSN1, SASH3, SAT1, SCAF11, SCAMP2, SCG3, SELPLG, SERPINA1, SERPINB6, SERPINF1, SESN3, SFMBT2, SFT2D1, SGK1, SH2B3, SIGLEC10, SIGLEC8, SIPA1L2, SIRPA, SLC15A3, SLC29A1, SLC29A3, SLC7A7, SLC7A8, SLC9A9, SLCO2B1, SMAP2, SOCS6, SORL1, SOX11, SOX4, SP100, SPP1, SPRED1, SRGN, STAB1, STMN1, STOM, STXBP2, SWAP70, SYK, SYNE2, SYNGR2, SYT1, TACC1, TAGAP, TAGLN3, TAL1, TAPBP, TBXAS1, TCF4, TCIRG1, TFEC, TGOLN2, TIMP2, TLN1, TLR10, TLR4, TLR7, TM6SF1, TMBIM1, TMC6, TMEM119, TMEM161B-AS1, TMEM173, TMEM52B, TMIGD2, TMIGD3, TMSB15A, TNFAIP8L2, TNFRSF1A, TNFRSF1B, TPP1, TPT1, TREM2, TSC22D1, TSC22D3, TSPAN13, TUBA1A, TUBB2B, TUBB3, TYROBP, UCP2, VAMP8, VAV1, VMP1, VSIG4, WAS, WASF2, WDR91, XBP1, YWHAQ, ZBTB20, ZFHX3, ZFP36, ZFP36L1, ZFP36L2, ZMYM6NB ITM2C,CCL4,ALOX5AP,CCL4L2 GSM4288846 1 Mesenchymal cell 0.0408163265306122 0.000298831724144355 2 37 14 0.0540540540540541 ACTA2, CD44, CDH2, FN1, ITGA5, MMP2, S100A4, SNAI2, TNC, TWIST1, VIM, WNT5A, ZEB1, ZEB2 S100A4,VIM GSM4288846 1 Effector CD8+ memory T (Tem) cell 0.0252100840336134 0.000518580500306065 3 37 85 0.0810810810810811 ADAM8, ADGRG1, ADRB2, AGTPBP1, AHNAK, ARHGAP25, ARL4C, BIN2, C12orf75, C1orf21, CAPN2, CASP8, CD300A, CEP78, CX3CR1, DSTN, EFHD2, EMP3, FCGR3A, FCGR3B, FCRL6, FGFBP2, FGR, FLNA, FUT11, GAB3, GK5, GLUL, GNLY, GZMB, GZMH, ITGAM, KCNAB2, KLRD1, KLRF1, LGALS1, LILRB1, LITAF, LLGL2, LPCAT1, LUZP6, MBP, MTSS1, MYO1F, MYO1G, OSBPL5, PATL2, PIK3R5, PLEK, PLEKHG3, PRKCB, PRSS23, PXN, RAP1B, RAP1GAP2, RAP2B, RASSF1, RGS19, RNF166, S1PR5, SAMD3, SH3BP5, SH3BP5-AS1, SLC2A1, SLC9A3R1, SLCO4C1, SPON2, SRPK2, STK10, SYNE1, TAGLN2, TBX21, TGFBR3, TM4SF19, TM4SF19-TCTEX1D2, TPST2, TTC16, TTC38, USP28, VCL, VEZF1, WDR37, ZEB2, ZEB2-AS1, ZNF600 KLRD1,LGALS1,GZMB GSM4288846 1 Exhausted CD8+ T cell 0.00980392156862745 0.0137467257220909 3 37 272 0.0810810810810811 ABCG1, ACP5, ACSL4, ACTN4, AFAP1L2, AHI1, AIP, AKAP5, ANKRD10, ANXA5, APOBEC3C, APOBEC3D, APOBEC3F, APOBEC3G, ARHGAP9, ARID5B, ARL3, ARNT, ARPC1B, ASB2, ATP10D, ATP8B4, ATXN1, BATF, BCL2L11, BLOC1S2, BST2, BTG3, C17orf62, CALCOCO2, CALM3, CAMK1, CAPZA2, CASP3, CAT, CBLB, CCDC141, CCL3, CCND2, CD200, CD27, CD27-AS1, CD2BP2, CD38, CD63, CD7, CD70, CD82, CD84, CHST12, CLECL1, CLNK, CLSTN3, COQ10B, COTL1, CREM, CSF1, CSNK2B, CTLA4, CTNNA1, CTNNB1, CTSB, CTSD, CXCL13, CXCR6, DCAF11, DDX60, DGKH, DRAP1, DUSP4, EID1, ENTPD1, ENTPD1-AS1, EPSTI1, ETNK1, ETV1, EWSR1, FAM3C, FASLG, FIBP, FKBP1A, FKBP1A-SDCBP2, FUT8, GABARAPL1, GALM, GALNT2, GAPDH, GATA3, GBP1, GBP2, GBP4, GCNT1, GFOD1, GGA2, GLDC, GMDS, GOLIM4, GPD2, GSTO1, GTF2I, HAVCR2, HLA-DMA, HLA-DRA, HMOX1, HNRNPLL, ICAM3, ICOS, ID2, ID3, IFI16, IFI27L2, IFI35, IFI6, IFNG, IGFLR1, IKZF3, IL21R, IL2RB, INPP5F, IRF2, IRF9, ITGAE, ITM2A, JMJD4, KIF20B, KIR2DL4, KLRC4, KRT86, LAG3, LAT2, LAYN, LDHA, LIMK1, LIMS1, LINC00299, LINC00963, LSM2, LSP1, LY6E, LY6G5B, LYST, MAD2L2, MAP2K3, MAPKAPK3, MAPRE2, MCL1, MIR155, MIR155HG, MIR4632, MIR497HG, MIS18BP1, MS4A6A, MTHFD1, MTHFD2, MX1, MYO1E, MYO7A, NAB1, NAPA, NASP, NCF4, NDFIP2, NEDD9, NFAT5, NR4A2, NRBP1, NUDT5, OAS3, OASL, OS9, OSBPL3, P2RY10, PAM, PARK7, PARP14, PDCD1, PDE7B, PDLIM7, PELI1, PFKP, PHEX, PHLDA1, PHTF2, PKM, PLPP1, PLSCR1, PMF1, PMF1-BGLAP, PON2, PPM1G, PPM1M, PRDM1, PRDX5, PRKAR1A, PRKCH, PSMA5, PSME2, PSTPIP1, PTGIS, PTMS, PTPN11, PTPN22, PTPN7, RAB27A, RALGDS, RBPJ, RFX5, RGS1, RGS2, RHBDD2, RHOH, RIN3, RNF19A, RNF31, SAMD9L, SAMSN1, SARDH, SCO2, SEL1L3, SEMA4A, SHFM1, SIRPG, SKIV2L2, SLA, SLC2A8, SLC4A5, SNAP47, SNX17, SNX9, SP140, SPTAN1, SRGAP3, SRGN, SRI, SSH1, STAM, STARD4, STAT3, SUSD6, SYNGR2, TBC1D4, TBK1, TBL1XR1, TET2, TFRC, TIGIT, TNFAIP3, TNFRSF1B, TNFRSF9, TNFSF4, TNS3, TOX, TOX2, TPI1, TRAF5, TRAFD1, TRPS1, TTC24, TTYH3, TYMP, UBASH3B, UBE2L6, VAMP5, VCAM1, VMP1, WARS, WHRN, YARS, ZBED2, ZFP36L1, ZMYM5, ZNF79 COTL1,IFNG,ID2 GSM4288846 1 T helper cell 0.0217391304347826 0.0183508398351067 1 37 10 0.027027027027027 ABCB1, CAPG, CD69, DPP4, DUSP1, GZMK, IFNGR1, PARP8, PVRIG, SLC4A10 CAPG GSM4288846 1 CD4+ cytotoxic T cell 0.0483870967741935 1.77694901015713e-08 6 37 93 0.162162162162162 A2M, ABCA2, ABI3, ADGRG1, ADGRG5, ADRB2, AGPAT4, AHNAK, AKR1C3, APMAP, ARL4C, ARL5A, C12orf75, C1orf21, CCL4, CCL5, CD244, CD300A, CEP78, CHST12, CST7, CTSW, CX3CR1, DSTN, EFHD2, FCGR3A, FCRL6, FGFBP2, FGR, FUT11, GK5, GLUL, GNLY, GSTP1, GZMA, GZMB, GZMH, GZMM, HOPX, KLRG1, LGR6, LILRB1, LINC00612, LITAF, LLGL2, LOC100130872, LPCAT1, LYAR, MBP, MYBL1, MYO1F, NKG7, NPRL2, OSBPL5, PAFAH2, PATL2, PLEK, PLEKHA1, PLEKHG3, PRF1, PROK2, PRSS23, PTCH1, PTGDS, PTPN4, PXN, PZP, RAB29, RAP1B, RAP2B, RASSF1, RUNX3, S1PR5, SAMD3, SH3BP5, SLAMF7, SLC2A1, SPN, SPON2, SUN2, SYNE1, SYNE2, TARP, TGFBR3, TM4SF19, TM4SF19-TCTEX1D2, TMEM181, TTC16, TTC38, VCL, ZEB2, ZEB2-AS1, ZNF683 ZNF683,NKG7,CCL4,CCL5,HOPX,GZMB GSM4288846 1 Basal cell 0.0145985401459854 0.0152732834059295 2 37 102 0.0540540540540541 ACKR3, ADH7, ANXA8, ANXA8L1, AQP3, ARL4D, ATP1B3, BMP7, C10orf99, C16orf74, CAPG, CAV1, CCND2, CD109, CLCA2, CLCA4, CLDN1, COL17A1, CSTA, DAPL1, DSC3, DSG3, DUSP7, FABP5, FABP5P3, FAT2, FBLN1, FGFBP1, FYB, GJB3, GLTP, GM2A, GPC1, GPNMB, GPX2, HSPB1, IFI27L2, IGFBP6, IL1RN, IL20RB, ITGA6, JUP, KRT13, KRT14, KRT15, KRT16, KRT17, KRT4, KRT5, KRT6A, KRT6B, KRT6C, LAD1, LGALS7, LGALS7B, LOXL4, LY6D, LYPD3, MMP28, MT1X, NOTCH1, NRARP, NXN, PGM2, PHLDA3, PKP1, PKP3, PLAT, PLP2, POLR2J3, PPP1R13L, PTTG1, PVRL1, RAB38, RARG, S100A10, S100A14, S100A16, S100A2, S100A8, SDC1, SERPINB1, SERPINB13, SERPINB2, SERPINB5, SFN, SH3BGRL3, SOX15, SPINK5, SPRR1A, SPRR1B, THBD, TIMP1, TMEM43, TNS4, TP63, TRIM7, TUBB6, UPK3BL, WNT10A, ZNF385A, ZYX SH3BGRL3,CAPG GSM4288846 1 Brush cell (Tuft cell) 0.0168067226890756 0.0105536538357087 2 37 84 0.0540540540540541 ACADSB, ACSL4, ADA, ADAM10, AEN, AFAP1, AHCY, ALPL, ANXA1, ANXA4, ASCL1, ASCL2, ATP11C, AZGP1, CCNJ, COLCA2, CPE, CRYM, DIP2B, EPB41L4A-AS1, FAM117B, FBRSL1, FGF1, FMNL2, FOXK2, FRAT2, GRAMD1A, GYS2, HDAC2, HES6, HOMER3, HOTAIRM1, HOXA1, HSPD1, ID2, IL1B, IL23A, INPP5B, KCNN3, KDM6B, KYNU, LFNG, LOC101927318, LOC644961, LRMP, MAFF, MIAT, MLLT11, MYC, NAV1, NDC1, NFATC3, NIFK, NIP7, NKX3-1, NONO, NOS2, NREP, ODC1, PDXP, POU2F3, PPP1R14B, PRDM1, RAD51L3-RFFL, RAPGEF5, RASSF6, RCOR1, RFFL, RNF183, RTCB, SH3BP4, SKAP2, SLC16A1, SNHG1, SORL1, SOX4, SPTSSB, TMEM185B, TOMM20, TSN, TUBB2B, TUBB3, XPO5, YBX1 ANXA1,ID2 GSM4288846 1 Neuroendocrine cell 0.0168067226890756 0.0105536538357087 2 37 84 0.0540540540540541 ACADSB, ACSL4, ADA, ADAM10, AEN, AFAP1, AHCY, ALPL, ANXA1, ANXA4, ASCL1, ASCL2, ATP11C, AZGP1, CCNJ, COLCA2, CPE, CRYM, DIP2B, EPB41L4A-AS1, FAM117B, FBRSL1, FGF1, FMNL2, FOXK2, FRAT2, GRAMD1A, GYS2, HDAC2, HES6, HOMER3, HOTAIRM1, HOXA1, HSPD1, ID2, IL1B, IL23A, INPP5B, KCNN3, KDM6B, KYNU, LFNG, LOC101927318, LOC644961, LRMP, MAFF, MIAT, MLLT11, MYC, NAV1, NDC1, NFATC3, NIFK, NIP7, NKX3-1, NONO, NOS2, NREP, ODC1, PDXP, POU2F3, PPP1R14B, PRDM1, RAD51L3-RFFL, RAPGEF5, RASSF6, RCOR1, RFFL, RNF183, RTCB, SH3BP4, SKAP2, SLC16A1, SNHG1, SORL1, SOX4, SPTSSB, TMEM185B, TOMM20, TSN, TUBB2B, TUBB3, XPO5, YBX1 ANXA1,ID2 GSM4288846 1 Parietal progenitor cell 0.0227272727272727 0.0147070810339583 1 37 8 0.027027027027027 ANXA1, CFH, FGD5, FKBP14, H6PD, HBB, KERA, ANXA1 GSM4288846 1 PROCR+ progenitor cell 0.0172413793103448 0.0399396351719936 1 37 22 0.027027027027027 CD248, CDH9, CUEDC2, FLRT2, GPC3, GPX7, IGFBP5, IL11RA, ITM2A, LHFP, LRRC17, MEOX2, MFAP4, MGP, PCOLCE, PI15, PLAC9, PRAF2, RAB23, RAMP2, RCN3, SFRP2 CD248 GSM4288846 1 MKI67+ progenitor cell 0.0135135135135135 0.0185265867838694 2 37 113 0.0540540540540541 ACVRL1, ADGRF5, ANLN, APLNR, APOLD1, ARAP3, ARHGAP29, ARHGEF6, ASPM, AURKB, BGN, BIRC5, CALCRL, CASP10, CCNA2, CCNB1, CCNB2, CD248, CD34, CD93, CDC20, CDH5, CDK1, CDKN3, CENPF, CENPW, CLDN5, CLEC14A, CLEC3B, CXorf36, CYYR1, DLGAP5, EBF1, ECSCR, EGFL7, EMCN, ENG, ERG, ESAM, F2R, FABP4, FAM64A, FLT1, FOXC1, FZD4, GIMAP4, GIMAP6, GIMAP7, GNG11, HEG1, HIP1, HIST1H4C, HMCN1, HSPA12B, HYAL2, INPP5D, IQGAP3, JAG2, JAM2, KDR, KIF20B, KNSTRN, LDB2, LMCD1, LOC100288911, LRRC32, LRRC8C, MKI67, MMRN1, MMRN2, MXD3, MYCT1, NCAPD3, NDC80, NOS3, NRN1, NRP1, NUF2, NUSAP1, PALMD, PCAT19, PECAM1, PHF19, PLVAP, PODXL, PRC1, PTPRB, PTTG1, RAMP2, RAMP3, RGCC, RHOH, ROBO4, RRM2, SEC14L1, SERPINE2, SHE, SLCO2A1, SOX18, TACC3, TAL1, TFPI, TIE1, TK1, TM4SF1, TOP2A, TPX2, TRAIP, TROAP, TSPAN7, UBE2C, UBE2T, VWF CD248,RGCC GSM4288846 1 Mitotic fetal germ cell 0.00550964187327824 0.0382225936521638 4 37 693 0.108108108108108 ABCA1, ABCF3, ABHD14B, ABRACL, ACADS, ACE, ACP5, ACSL4, ACTB, ACTG2, ACTN1, ACTR1A, ADD2, ADIPOR1, AEN, AGPAT6, AK4, AKAP1, AKAP12, AKR1A1, ALDH4A1, ALDH7A1, ALDOA, ALDOC, ALKBH4, ALPL, ALPPL2, ANKRD2, ANP32A, ANP32E, ANXA3, ANXA6, AP1G2, AP2M1, APBB2, APEX1, APOC1, APOC1P1, APOE, APRT, AQP3, ARHGAP1, ARHGAP28, ARID5B, ARPC1B, ARRB1, ASH2L, ASRGL1, ASS1, ASUN, ATG2A, ATIC, ATP2A3, ATP5G1, ATP6V0A4, ATP6V1B1, BAX, BCL7A, BFAR, BIN1, BLCAP, BNIP3, BPHL, BRE, BTF3, BTF3L4, BYSL, C11orf72, C14orf119, C14orf159, C17orf58, C1GALT1C1, C1QBP, C5orf15, C6orf1, C6orf48, CA2, CALD1, CAMKV, CAPG, CAPN13, CAPN5, CARHSP1, CBX2, CCDC144CP, CCDC85B, CCPG1, CD47, CD63, CD81, CD9, CDC14B, CDC42EP4, CDCA4, CDCA7, CDH3, CDK4, CDO1, CENPA, CERS5, CFLAR, CHM, CHMP1B, CHMP4A, CHP1, CHST2, CKS1B, CLDN6, CLDN7, CLEC4D, CLIC1, CLN3, CNN2, CNNM3, COA4, COA7, COL1A2, COL4A1, COL4A2, COMMD10, CORO1B, COX8A, CRIP1, CRIP2, CRTAP, CSTB, CTH, CTPS1, CTSA, CTSC, CXXC5, CYCS, CYP2S1, DAPK1, DCAF4, DCXR, DDIT4, DDIT4L, DDX47, DFFA, DHTKD1, DHX33, DLG3, DLGAP1-AS2, DMD, DOCK11, DOCK6, DPAGT1, DPPA4, DPPA5, DPYSL2, DSP, DSTNP2, ECE1, EEF1A1, EEF1G, EEF2, EFEMP1, EIF1AX, EIF2S3, EIF3F, EIF3I, EIF3K, EIF3L, EIF3M, EIF4B, EIF6, ELF3, ELK3, ELOVL3, ELOVL6, EMG1, ENC1, ENO1, ENO2, EPB41L2, EPHB4, ERBB3, ESAM, ETFB, ETV1, ETV4, ETV5, EXOSC5, EXOSC6, F11R, F2R, F2RL1, FABP3, FAM122C, FAM124B, FAM162B, FAM46B, FAM63B, FBL, FBLIM1, FBLN1, FBLN5, FES, FGD4, FHL2, FKBP11, FLNA, FLNB, FNDC5, FOXN3, FRAT2, FRMD6, FSTL1, FXYD6, GABARAPL1, GAS5, GATSL2, GCNT1, GDPD2, GIP, GLDC, GLIPR2, GLTSCR2, GLUD1, GMPPA, GMPPB, GMPR, GNB2L1, GNL3, GPATCH2, GPHA2, GPRC5B, GPRC5C, GPX2, GRAMD1A, GRB7, GRWD1, GSN, GSTM4, GSTP1, GTF2IRD2, GUCA1A, H2AFY2, HDDC3, HIAT1, HILPDA, HK1, HLA-E, HMGN1, HNRNPA1, HNRNPF, HRSP12, HUS1, IFI16, IFITM1, IFITM3, IGFBP6, IL12B, IL4R, IL6R, IMP3, IMP4, INA, ITFG3, ITM2C, JADE2, JUP, KANK4, KHDC3L, KIAA0226, KIAA1191, KIT, KLF4, KLHL18, KLRG2, L1TD1, LAPTM4A, LAPTM4B, LASP1, LCP1, LDHA, LDHB, LDLRAP1, LDOC1, LGALS1, LHFP, LIN28A, LINC01160, LINC01356, LITAF, LMO4, LOC101928103, LOC102723968, LPAR2, LPCAT1, LPCAT4, LPIN1, LY6E, MAGED1, MAP3K7, MAP4K1, MARCKSL1, MAVS, MBP, MCL1, MCTS1, MDH1, MEG3, METTL9, MGAT5, MGST3, MKRN1, MLEC, MMP2, MRPL11, MRPL15, MRPL17, MRPL34, MRPL49, MRPL57, MRPL9, MRPS18B, MRPS2, MRPS7, MRS2, MSC, MTFP1, MTHFD1, MYADM, MYBL2, MYCL, MYCN, MYL6, MYL9, MYO10, MYO1C, NAGA, NANOG, NANOS3, NBAS, NCBP2-AS2, NDUFA9, NDUFAB1, NDUFS5, NEU1, NFE2L3, NFKBIB, NHP2, NIP7, NKAIN4, NLE1, NMRAL1, NOL6, NOP10, NOP16, NOS3, NPM1, NR2C2AP, NRK, NSMAF, NT5C3B, NTNG1, NUDT11, NUSAP1, NVL, OCLN, OGT, OLFML3, OR7E156P, ORAI1, OSBPL3, PAICS, PCBD2, PCED1B, PCMTD2, PCSK1N, PCYOX1, PDCD6, PDLIM1, PDLIM5, PDPN, PFKL, PFN1, PGAM1, PGD, PGM1, PGM2, PHB, PHB2, PHGDH, PHLDA3, PIM2, PIM3, PIN4, PKD1L2, PKM, PLAU, PLBD1, PLD3, PLGRKT, PLLP, PLOD1, PLTP, PMAIP1, PMM2, PNP, PNPT1, PODXL, POLR1C, POLR2D, POLR3K, POP5, POP7, POU5F1, POU5F1B, PPAPDC1B, PPM1H, PPM1N, PPP1CA, PPP1R14C, PPP1R15A, PPP1R3B, PQLC3, PRDM1, PRDM14, PRDX3, PRELP, PRODH, PROM1, PSAP, PSMB6, PSME2, PSORS1C2, PTBP1, PTBP3, PTDSS1, PTK7, PTN, PTPN11, PTPN2, PTRF, PXDN, PYCARD, PYGB, PYY, QPRT, RAB11FIP4, RAB15, RAB29, RAD21, RASD1, RASSF2, RBM3, RBM47, RCBTB1, RCC2, RGS10, RHOC, RMND1, RND2, RNF125, RNF181, RNF44, RNPEP, RPARP-AS1, RPL10A, RPL11, RPL12, RPL13, RPL13A, RPL13P5, RPL14, RPL15, RPL17, RPL18, RPL18A, RPL22, RPL23, RPL23A, RPL24, RPL26, RPL27, RPL27A, RPL28, RPL3, RPL31, RPL32, RPL34, RPL35, RPL35A, RPL36A, RPL37, RPL38, RPL39, RPL4, RPL41, RPL7, RPL7A, RPL7L1, RPL8, RPL9, RPLP0, RPP25, RPRM, RPS10, RPS13, RPS14, RPS15A, RPS16, RPS18, RPS18P9, RPS2, RPS24, RPS25, RPS29, RPS3, RPS3A, RPS4X, RPS6, RPS7, RPSA, RPSAP9, RPUSD3, RRP9, RSAD1, RSU1, RTN2, S100A13, SALL4, SARS2, SASH1, SAT1, SCP2, SCPEP1, SDC2, SDCBP, SERINC5, SERPING1, SERPINH1, SF3B3, SFRP2, SHISA5, SHPK, SLC25A11, SLC25A16, SLC29A1, SLC2A1, SLC35A2, SLC35A5, SLC37A3, SLC38A7, SLC39A11, SLC3A2, SLC43A1, SLC44A2, SLC47A1, SLC4A11, SLC6A6, SLC7A3, SLC7A8, SMAGP, SMCO4, SMIM10L1, SNAP23, SNAPC3, SNHG16, SNHG3, SNHG5, SNRPE, SNX10, SNX24, SNX8, SOAT2, SORBS3, SOX13, SOX15, SOX17, SOX4, SPANXA2-OT1, SPTSSA, SRGAP1, ST6GAL1, ST6GALNAC1, ST6GALNAC3, STAT3, STK10, STOM, STON2, STRA6, SUCLA2, SUCLG2, SUMF1, SURF6, SUSD2, SUSD3, SYTL4, TACC2, TAGLN3, TCL1A, TCL1B, TEAD2, TEAD4, TEC, TET1, TFAP2C, TFCP2L1, THAP9-AS1, THOC6, THY1, TIMM8A, TJP3, TKT, TMC7, TMED9, TMEM11, TMEM123, TMEM160, TMEM170A, TMEM177, TMEM205, TMEM51, TMSB10, TMSB4X, TOMM5, TOMM7, TOR3A, TP53, TPM1, TPM2, TPM3, TPM4, TPP1, TRAF4, TRAM2, TRANK1, TRAPPC4, TRAPPC5, TRIAP1, TRIM2, TRIM71, TRIML2, TRIP10, TSPAN18, TTC27, TUBA1A, TUBA1C, TUBB, TUBB3, TUBB4A, TUBB6, TUFT1, TXN, TXNDC12, TYW1, UGCG, UNC119, UNC45A, UPP1, UQCRH, UROD, USMG5, USP28, UTF1, UTRN, VAMP8, VARS, VAT1, VCL, VENTX, VIM, VRTN, VSIG10, WDR1, WDR46, WDR54, WIBG, WNT2B, YPEL2, YWHAB, ZAN, ZC3HAV1, ZDHHC12, ZFP42, ZMIZ1, ZNF138, ZNF208, ZNF286A, ZNF296, ZNF428, ZNF486, ZNF585A, ZNF589, ZNF682, ZNF729, ZNF766, ZNF791, ZYX ITM2C,VIM,CAPG,LGALS1 GSM4288846 1 Multilymphoid progenitor cell 0.00634920634920635 0.0238226442758549 4 37 597 0.108108108108108 AARS2, AARSD1, ABCA7, ABCA9, ABCG2, ACAP1, ACIN1, ACRC, ADAMTS6, ADAP1, ADGRE1, ADGRL1, AES, AFF1, AFF3, AGAP6, AGER, AIF1, AKAP17A, AKAP7, AKAP8, ALOX12P2, AMHR2, AMN1, AMPD2, AMPH, ANKHD1-EIF4EBP3, ANKRD11, ANKRD13D, ANKS3, AP2A2, ARHGAP24, ARHGAP4, ARHGAP9, ARHGEF1, ARHGEF2, ARHGEF7, ARID5B, ARNT2, ARPP21, ARRB2, ATAD3B, ATF7IP2, ATHL1, ATM, ATN1, ATP10A, ATP11A-AS1, ATP13A4, ATP9A, AUTS2, AVIL, BASP1, BCAS4, BCL2A1, BCL6, BDP1, BMF, BRF1, BTG1, BTN2A1, BTN3A1, C10orf76, C11orf72, C15orf39, C15orf52, C16orf74, C19orf43, C19orf66, C2CD2L, C5AR1, C6orf48, C6orf99, CABLES2, CABP4, CACNA1C, CADM2, CAMK2G, CAMK4, CASZ1, CAV1, CBX4, CBX7, CCDC144CP, CCDC162P, CCDC6, CCDC85C, CCDC88B, CCDC92, CCHCR1, CCL4L1, CCZ1, CD37, CD6, CD79A, CDH9, CDKN2D, CDYL, CELF1, CHD3, CHRM3, CHRNA3, CIR1, CIRBP, CLEC4A, CLN3, CMC2, CMIP, CMPK2, CMYA5, CNOT1, CNTNAP1, COL24A1, COTL1, CREG2, CRELD2, CROCC, CROCCP2, CRY2, CSF2RA, CSMD1, CSN1S1, CSNK1E, CSNK1G2, CSRNP1, CTSD, CUBN, CUTA, CXCL10, CXCL16, CXXC5, CYFIP2, DARS-AS1, DDAH2, DDX23, DGKA, DGKD, DGKQ, DHFRL1, DHX30, DHX8, DIP2B, DLGAP1-AS1, DLGAP4-AS1, DNAL1, DNASE1, DNASE2, DNHD1, DNM1, DOC2GP, DOK2, DPF1, DPP9, DTX3, DUSP1, DUSP2, DUSP22, DUSP4, DVL1, DYNLL2, DYRK2, EFNB2, EFR3B, EGLN2, EIF1AX-AS1, EIF2S2P3, EIF3EP1, EIF4A1, ELK1, ELP5, EMC8, EPB42, EPHA1-AS1, EVL, EXT1, EZH1, FAM103A1, FAM106A, FAM129C, FAM134B, FAM157C, FAM219A, FAM222B, FAM69A, FAM83D, FAM83G, FBRS, FBRSL1, FBXO38, FCAR, FCGR3B, FCHSD2, FCRL1, FFAR1, FFAR2, FLYWCH1, FMN1, FMNL1, FMNL3, FOSB, FOXN3, FPGT-TNNI3K, FURIN, FZD8, GALNT2, GALNT6, GCA, GFOD1, GLTSCR2, GNA12, GNAI2, GNPTAB, GOLGA2, GON4L, GRIK1, GSDMB, GSTP1, GUSBP2, GVINP1, GYPB, HECW2, HERPUD1, HES1, HHLA1, HIC1, HIST1H2BK, HIST1H4C, HIST1H4I, HIVEP1, HIVEP3, HLA-B, HMGCS1, HMHA1, HNRNPUL1, HOXA3, HOXA5, HVCN1, ICAM1, ID2, IER2, IER5, IFFO2, IFI44L, IFNG, IFNGR2, IGF1, IGF1R, IGF2R, IGFBP6, IL10, IL17RA, IL18RAP, IL1R2, IL23A, IL24, IL7R, INADL, INO80, INPP5K, IQGAP2, ITGB2, ITPKB, JARID2, JUNB, JUND, KCNMB1, KDM2A, KDM2B, KDM7A, KIAA0355, KIAA0430, KIAA0556, KIAA1024, KIAA2013, KIR3DX1, KLF7, KLRB1, KMT2B, LAIR1, LAIR2, LCK, LEF1, LENG8-AS1, LGSN, LIMS2, LINC00304, LINC00869, LINC01554, LMBR1L, LMF2, LMLN, LRCH1, LRG1, LRRC43, LRRC69, LRRK1, LRWD1, LSM14B, LSM7, LTB, LY86, MAF, MAFB, MAGEE1, MALAT1, MAML2, MAN1A2, MANEA-AS1, MAP1A, MAP3K11, MAP3K7CL, MAP4K4, MAPKBP1, MB, MBD6, MDGA2, MED13L, MEF2C, MEX3C, MFSD4, MGAM, MGRN1, MIDN, MKNK1, MLLT6, MLXIP, MMP9, MN1, MNT, MOB3A, MOK, MPHOSPH8, MPRIP, MREG, MRPL55, MRPS24, MSL1, MTURN, MVD, MVK, MYO9B, MYPOP, MZF1-AS1, NAA60, NATD1, NEDD9, NEGR1, NEIL1, NFATC2, NFIA-AS2, NFKBIA, NHLRC3, NKIRAS1, NLRP1, NOTCH1, NR3C1, NRCAM, NRDE2, NSUN2, NUAK2, NYNRIN, OCEL1, OCIAD2, OSTN, OVGP1, PAFAH2, PAG1, PAK1, PALB2, PALD1, PALLD, PANX2, PAQR6, PBXIP1, PCDH9, PCSK5, PDE7A, PDE9A, PER1, PET100, PFDN5, PHKA2, PI4KA, PIEZO1, PIK3C2B, PIK3R1, PILRB, PIM2, PIM3, PIP5KL1, PITHD1, PLA2G6, PLEKHA2, PLEKHO1, PLLP, PLXND1, POLR2J3, POMT1, POU2F2, PPAP2C, PPBP, PPP1R10, PPP1R12C, PPP1R13L, PPP1R16B, PRKACA, PRKCQ-AS1, PRKD2, PRKRIP1, PRKRIRP3, PRMT6, PTGER4, RAB31, RAB33A, RAB4B, RANBP10, RAPGEF1, RASAL3, RASSF5, RBM17, RBM38, RBPMS, RELB, RERE, REXO1L1P, RFC1, RGL4, RGS1, RHOH, RHOT2, RHPN1, RNASET2, RNF220, RNU6-645P, RPAIN, RPL32P3, RPS27, RPS4XP16, RPS6KA2, RRAGC, RSPH4A, RSRC1, RUNX3, RWDD1, SAP30L-AS1, SASH3, SAT2, SCN11A, SCRG1, SEMA3C, SENCR, 9-Sep, SERPINF1, SETD1B, SGIP1, SH3GL1P1, SIN3B, SIPA1, SIVA1, SLC13A4, SLC15A4, SLC25A5-AS1, SLC30A5, SLC35E3, SLC38A1, SLC43A2, SLC4A4, SLC7A6, SLC8A1-AS1, SLC8B1, SLC9A3R1, SLCO5A1, SLITRK5, SMARCA4, SMIM3, SNHG6, SNHG7, SNHG9, SNRNP70, SNX33, SON, SOX11, SOX2-OT, SOX4, SP110, SPACA6P, SPAG5, SPATA21, SPECC1, SPON1, SPRTN, SRP72P2, SRSF4, SSBP3, SSH2, SSSCA1, ST20-AS1, ST3GAL1, STAT6, STK10, STK4, STRBP, STRN4, STX3, STX6, SUSD1, SYN3, SYT4, TAF5, TBC1D17, TBX10, TBX19, TCF3, TCF4, TCF7, TCF7L2, TECPR1, TENM1, TFE3, THBS3, TMC8, TMEM106A, TMEM136, TMEM156, TMEM192, TMEM38A, TMSB10, TNFAIP3, TNFRSF1B, TNFSF11, TNS3, TOP3A, TP53I11, TPM2, TPT1-AS1, TRAF4, TRAPPC2B, TRAT1, TRBC2, TRBV23-1, TRIAP1, TRIB2, TRIM71, TSC22D1, TSC22D3, TTBK2, TTC13, TTC21A, TTN, TUSC7, UBE2Z, UGT3A2, ULBP1, ULK1, UPF2, USF2, USP36, UTP14C, VAMP2, VHL, VPS13D, VPS37B, WDR20, WDR53, WDR66, WFS1, WIPF2, WWOX, XIRP2, YPEL3, YTHDF1, YTHDF3-AS1, ZBTB4, ZBTB7A, ZBTB8A, ZC3H13, ZFAND2A, ZFAS1, ZFP36L1, ZMAT3, ZNF12, ZNF133, ZNF230, ZNF274, ZNF430, ZNF444, ZNF526, ZNF532, ZNF606, ZNF608, ZNF626, ZNF740, ZNF843, ZP1, ZSCAN30, ZSWIM8, ZYX COTL1,IFNG,PTGER4,ID2 GSM4288846 1 Granulocyte-monocyte progenitor 0.0197368421052632 0.00134388677322106 3 37 118 0.0810810810810811 ADK, ALDH4A1, ANXA1, AP3S1, APLP2, APPL1, AREG, ASPM, B3GALNT1, BTF3L4, CALCOCO2, CALR, CASQ1, CCDC181, CCNE2, CD38, CD96, CDKN3, CLEC12A, CLSPN, COMMD5, CP, CPA3, CRNDE, CSF3R, CST7, CSTA, CTSG, DEPDC7, ELANE, EPX, ERAP2, F13A1, FAM129A, FAM45A, FAM96A, FCGR2A, FNDC3B, GAPDHP42, GCNT1, HAL, HGF, HTATSF1, IFNAR2, IGFBP7, IGLL1, IL1RAP, KBTBD11, KCNE3, KIAA0101, LDHA, LGALS1, LRPPRC, M1AP, MAMDC2, MAP3K8, MCM10, MCM4, MCM6, METTL7B, MGST1, MPO, MS4A2, MS4A3, MTND4P15, MUC1, MYBL2, NOG, NPM1P37, NQO1, NUCB2, NUF2, PDE3B, PEG3, PIFO, PLD1, PLEK, PRTN3, PTPN14, PTPRE, PYGL, RAB3D, RAB44, RAD51AP1, RETSAT, RMI2, RNASE2, RNASE3, SDC4, SELL, SERPINB1, SHCBP1, SKA3, SMIM24, SPON2, SUCNR1, TCF19, TLR4, TM7SF3, TNFSF13B, TPPP3, TPSAB1, TPSB2, TPSD1, TRGC1, TRGC2, TTK, TYMSOS, UBE2J1, UBTD2, UHRF1, USP13, VDAC1, VIM, VMP1, VPREB1, ZFP37, ZNF714 ANXA1,VIM,LGALS1 GSM4288846 1 CD1C-CD141- dendritic cell 0.0106666666666667 0.00355555256487106 4 37 342 0.108108108108108 ABCC3, ABHD3, ABI3, ACOT9, ADRBK1, AGTRAP, AIF1, AK123771, AK124399, AK307192, AL137655, ALDH3B1, ALOX5, AMPD2, AP2A1, APOBEC3A, APOL6, ARAP1, ARAP2, ARHGEF3, ARL4A, ARRB1, ARRB2, ARRDC3, ASAH1, ATP1B3, BACH1, BCL2A1, BID, BIN2, BLOC1S3, BLVRA, C10ORF46, C10ORF54, C11ORF21, C15ORF39, C19ORF38, C20ORF112, C3AR1, C5AR1, C9ORF72, CABP4, CALML4, CAMK1, CAMKK2, CASP1, CASP4, CCM2, CCPG1, CD244, CD300A, CD300E, CD300LF, CD52, CD68, CD79B, CD97, CDC42EP3, CDH23, CDKN1C, CFD, CHST15, CKB, CLEC12A, CLEC4F, CLEC7A, CMTM7, CNIH4, CORO2A, CPPED1, CSF1R, CSGALNACT2, CSK, CTSL1, CTSS, CX3CR1, CXCL16, CYTIP, DDX58, DDX60, DDX60L, DENND3, DENND5A, DKFZP451J181, DMXL2, DNAJB1, DNASE2, DOK2, DOK3, DPEP2, DRAP1, DUSP1, DUSP6, EHD1, EMR1, EMR2, ERICH1, EVL, FAM110A, FAM126A, FAM26F, FAM45B, FAM46A, FCAR, FCGR2A, FCGR2C, FCGR3A, FCGR3B, FCN1, FGD3, FGD4, FGR, FLNA, FOXO1, FPR1, FTH1, FTL, FYB, GBP1, GBP2, GBP4, GBP5, GIMAP1, GIMAP2, GIMAP4, GIMAP7, GLUL, GNG2, GNS, GPBAR1, GPR155, GRAMD1A, HCK, HEG1, HK1, HK3, HLA-E, HMOX1, HSBP1, HSPA7, ICAM2, ICAM4, IFI30, IFI6, IFIT2, IFIT3, IFITM1, IFITM2, IFITM3, IFNGR2, IL12RB1, IMPDH1, INSIG1, IRAK3, IRF1, ISG15, ITGAL, ITGB1, ITM2B, KDM1B, KIAA0513, KLF11, KLF3, KSR1, L1TD1, LCP2, LGALS3, LILRA2, LILRA5, LILRA6, LILRB1, LILRB2, LIMS1, LOC100133161, LOC200772, LOC388312, LRP1, LRRC25, LST1, LTA4H, LY6E, LYN, LYST, MAFB, MAGED2, MAP3K1, MARCKS, MBD2, MCTP1, MEFV, MPP1, MS4A4A, MS4A7, MSN, MT2A, MTSS1, MXD3, MYO1G, MYOF, NAAA, NADK, NAMPT, NAP1L1, NBEAL2, NCF2, NDUFB3, NEAT1, NECAP2, NEURL, NFAM1, NFKBIZ, NINJ1, NLRP1, NPL, NR4A1, NUDT16, OAS1, P2RX1, P2RY13, PAG1, PDLIM5, PDP1, PECAM1, PELI1, PHTF2, PIEZO1, PIK3AP1, PIK3IP1, PILRA, PITPNM1, PLEKHO2, PLIN2, PLXNC1, PNPLA6, POU2F2, PPM1F, PRAM1, PSAP, PSTPIP2, PTGER2, PTGER4, PTP4A3, PTPN13, PTPN6, PTPRC, PYGL, RAB10, RAB24, RAB37, RAB3D, RALB, RAP1B, RAP1GAP2, RASGRP4, RELT, RHOC, RNF144B, RNF149, RXRA, S100A11, S100A4, SAMSN1, SASH1, SAT1, SCIMP, SCPEP1, SDCBP, SERPINA1, SGPL1, SH2D1B, SH3BP2, SIDT2, SIGLEC10, SIRPB1, SIRPB2, SLA, SLC11A1, SLC2A6, SLC31A2, SLC44A2, SLC7A7, SMAP2, SNX18, SOD2, SPN, SSH2, STK10, STK38, STX11, STXBP2, SULT1A1, SVIL, SWAP70, SYTL1, TAGLN, TBC1D8, TBCD, TBXAS1, TCF7L2, TCIRG1, TESC, TIAM1, TIMP1, TKT, TLE4, TLR2, TLR4, TMBIM1, TMC6, TMEM11, TMEM134, TMEM154, TMEM176B, TMPO, TMTC1, TNFRSF14, TNFRSF1B, TNFSF10, TSC22D3, TSPAN14, TSPAN32, TTYH3, TUBA1A, TXNIP, TYMP, TYROBP, UBXN11, UNC13D, UPP1, VAMP5, VASP, VMP1, VPS53, WARS, WDFY1, WDR11, WSB1, YPEL2, ZCCHC6, ZEB2, ZFAND5, ZNFX1 S100A4,CD52,UBXN11,PTGER4 GSM4288846 1 Monocyte 0.0116009280742459 1.9027553149753e-06 10 37 835 0.27027027027027 ABTB1, ACAA1, ACAP2, ACPP, ACSL1, ACSL3, ACTN1, ACTR2, ADAM17, ADAM8, ADGRE1, ADGRE2, ADGRE3, ADM, ADORA2A-AS1, ADRBK2, AGFG1, AGPAT2, AGTRAP, AHNAK, AHR, AIF1, AIMP1, AKIRIN2, ALDH2, ALDH3B1, ALDOA, ALOX5, ALOX5AP, ANKLE2, ANKRD13D, ANPEP, ANXA1, ANXA11, ANXA2, ANXA5, AP1S2, APLP2, APOBEC3A, APOBR, AQP9, ARF5, ARHGAP26, ARHGDIB, ARL5B, ARPC1B, ARPC2, ARPC3, ARPC5, ARRB2, ARRDC1, ASAH1, ASGR1, ASGR2, ATF1, ATG16L2, ATG3, ATOX1, ATP11A, ATP13A3, ATP2B1, ATP5EP2, ATP5J2, ATP5L, ATP6AP2, ATP6V0B, ATP6V0D1, ATP6V0E1, ATP6V1B2, ATXN1, ATXN7L3, AUP1, AZI2, BACH1, BASP1, BATF3, BAX, BCL2A1, BCL3, BCL6, BEST1, BID, BLVRB, BNIP3L, BRI3, BRK1, BST1, BTF3L4, BTG1, BTG2, C10orf54, C14orf2, C15orf48, C16orf54, C16orf74, C19orf38, C1orf162, C1orf228, C20orf24, C3AR1, C4orf3, C4orf48, C5AR1, C6orf226, C9orf72, CACNA2D3, CALM2, CAP1, CAPG, CAPNS1, CAPZA2, CARD16, CARD19, CARS2, CASP1, CASP4, CAST, CBWD1, CCL20, CCL3L3, CCND3, CCNI, CCNL1, CCPG1, CCR1, CCRL2, CD14, CD1D, CD300C, CD300E, CD300LF, CD302, CD37, CD4, CD44, CD48, CD52, CD53, CD55, CD63, CD68, CD74, CD83, CD86, CD93, CDA, CDC42, CDC42EP2, CDC42EP3, CDKN1A, CEBPB, CEBPD, CEBPE, CES1, CFD, CFLAR, CFP, CHCHD10, CHCHD7, CHMP4B, CHP1, CHPT1, CHSY1, CHTF8, CITED2, CKAP4, CKLF, CLEC12A, CLEC4A, CLEC4E, CLEC5A, CLEC7A, CLIC1, CLTB, CMTM2, CMTM6, CMTM7, CNPY3, COMMD6, CORO1A, CORO2A, COTL1, COX17, COX5A, COX5B, COX6B1, COX7B, COX8A, CPPED1, CPVL, CRIP1, CRISPLD2, CSF2RA, CSF3R, CSGALNACT2, CSNK1A1, CSRNP1, CST3, CSTA, CTDSP1, CTSB, CTSD, CTSH, CTSS, CUX1, CWC25, CXCL1, CXCL16, CXCL3, CXCL8, CYBA, CYBB, CYP1B1, CYP46A1, CYTIP, DAZAP2, DDX3X, DDX60L, DENND3, DES, DGAT2, DIAPH1, DMXL2, DNAAF1, DNAJA1, DNTTIP2, DOCK2, DOCK5, DPEP2, DPH3, DPYD, DSE, DUSP1, DUSP6, EBLN2, EDEM1, EFHD2, EHD1, EIF1B, EIF4G2, ELF1, EMILIN2, EMP3, EPM2AIP1, EPN1, EREG, ERP29, ERP44, ESYT2, ETS2, EVI2A, EVI2B, FAM101B, FAM102B, FAM129B, FAM195A, FAM26F, FAM49A, FAM49B, FAM65B, FBP1, FBXL5, FCAR, FCER1G, FCGR1A, FCGR2A, FCGR3A, FCGR3B, FCGRT, FCN1, FFAR2, FGD4, FGL2, FGR, FKBP1A, FKBP1C, FKBP8, FMNL1, FOSB, FOSL1, FOXO3, FPR1, FPR2, FXYD5, FYB, G0S2, GAA, GABARAPL2, GAPT, GAS7, GBP2, GCA, GIMAP4, GK, GLIPR1, GLIPR2, GLRX, GLT1D1, GLUL, GMFG, GMIP, GNAI2, GNAI3, GNB2, GNG5, GNS, GPAT3, GPBAR1, GPBP1, GPCPD1, GPR84, GPSM3, GPX1, GRB2, GRINA, GRN, GRPEL1, GSTO1, H3F3C, HAL, HCAR3, HCK, HCLS1, HCST, HEBP2, HIF1A, HK2, HK3, HLA-A, HLA-B, HLA-C, HLA-DMA, HLA-DRA, HLA-DRB1, HLA-DRB5, HLA-E, HNMT, HP, HPSE, HSD17B11, HVCN1, ICAM3, IER2, IER3, IFI30, IFITM2, IFNGR1, IFNGR2, IGF2R, IGSF6, IL10RA, IL10RB-AS1, IL17RA, IL1A, IL1B, IL1RAP, IL1RN, IL6R, IQGAP1, IQSEC1, IRAK3, IRG1, ITGAM, ITGAX, ITGB2, ITM2B, ITPRIP, IVNS1ABP, JAK1, JAML, JMJD1C, JTB, JUND, KB-1507C5.4, KDM6B, KLF4, KLF6, KMT2C, KRT23, KYNU, LAMP2, LAMTOR1, LAMTOR2, LAMTOR4, LAMTOR5, LAPTM5, LAT2, LBR, LCP1, LDLR, LGALS1, LGALS3, LILRA1, LILRA2, LILRA4, LILRA5, LILRB1, LILRB2, LILRB3, LIMD2, LIMS1, LIN7A, LINC00694, LIPN, LITAF, LRG1, LRP1, LRPAP1, LRRC25, LRRFIP1, LRRK2, LSM6, LSP1, LST1, LTA4H, LTB4R, LUCAT1, LY86, LYN, LYPD3, LYST, LYZ, MAFB, MAN2B1, MAP1LC3B, MAP2K3, MAP7D1, MAPKAPK3, MARCKS, MCEMP1, MCL1, MCTP1, MEFV, MEGF9, METTL22, METTL9, MFSD1, MGAM, MID1IP1, MIDN, MIR22HG, MIR3945HG, MN1, MNDA, MPEG1, MRPL33, MS4A6A, MS4A7, MSL3, MSN, MSRB1, MT-ATP6, MT-CO3, MT-ND1, MT-ND2, MT-ND3, MT-ND4, MT-ND4L, MT-ND5, MTF1, MTHFS, MTMR11, MTPN, MTRNR2L1, MTRNR2L12, MTRNR2L6, MTRNR2L8, MX2, MXD1, MYADM, MYD88, MYO1F, MYO1G, NAAA, NABP1, NACC2, NADK, NAIP, NAMPT, NAPRT, NBN, NBPF19, NCF1, NCF2, NCF4, NCKAP1L, NCOR2, NDEL1, NDUFA1, NDUFA13, NDUFA2, NDUFB1, NDUFS6, NDUFS7, NDUFV3, NEAT1, NFAM1, NFKBIA, NFKBID, NFKBIZ, NINJ1, NLRC4, NLRP12, NLRP3, NOD2, NOP10, NR1H2, NUDT16, NUMB, NUP214, NUP98, OAZ1, ODF3B, OGFRL1, OLIG1, OLIG2, OLR1, ORM1, OSCAR, OSM, OTUD1, OXSR1, P2RX1, P2RY13, PABPC3, PADI2, PADI4, PAFAH1B2, PAK1, PALM2, PARVG, PCBP1, PCDHGA5, PDXK, PECAM1, PELI1, PFDN5, PGAM1, PGD, PGK1, PGLS, PGPEP1, PHACTR1, PHLDA2, PICALM, PILRA, PIM3, PKM, PKN1, PLAC8, PLAUR, PLBD1, PLD4, PLEK, PLK3, PLP2, PLSCR1, PLXDC2, PNP, PNPLA8, PNRC1, POLE4, POLR2J, POR, POSTN, POU2F2, PPIF, PPP1R15A, PPT1, PRAM1, PRDX5, PRELID1, PRKAG2-AS1, PRKCB, PROK2, PRR13, PRRX1, PSAP, PSEN1, PSMA4, PSMB10, PSMB7, PSMB8, PSME1, PSTPIP1, PTAFR, PTGES, PTGS2, PTP4A1, PTP4A2, PTPN6, PTPRC, PTPRE, PTX3, PYCARD, PYGL, QKI, QPCT, QSOX1, RAB11FIP1, RAB20, RAB27A, RAB31, RAB3D, RAC1, RAC2, RAE1, RALGDS, RAP1B, RASA2, RASGRP4, RBM47, RBMS1, RBP7, RELT, RETN, RGL4, RGS10, RGS19, RGS2, RILPL2, RIN3, RIPK2, RNASE2, RNASE6, RNASET2, RNF13, RNF130, RNF141, RNF144B, RNF149, RNF167, RNH1, RSL24D1, RTN3, RTN4, RXRA, S100A10, S100A11, S100A12, S100A4, S100A6, S100A8, S100A9, S100P, S100Z, SAMHD1, SAMSN1, SAT1, SAT2, SCIMP, SCN4B, SCO2, SCPEP1, SDCBP, SDHB, SEC62, SELK, SELL, SELT, SEMA4A, SERP1, SERPINA1, SERPINB1, SERPINB2, SERPINB6, SERPINB8, SERPINB9, SFT2D1, SH2B2, SH3BGRL3, SH3KBP1, SHKBP1, SHTN1, SIDT2, SIGLEC14, SIGLEC5, SIGLEC7, SIGLEC9, SIRPB1, SKIL, SKP1, SLA, SLC11A1, SLC15A3, SLC16A3, SLC16A5, SLC16A6, SLC24A4, SLC25A37, SLC2A3, SLC2A6, SLC31A2, SLC36A4, SLC3A2, SLC43A2, SLC4A1AP, SLC7A7, SLCO3A1, SLU7, SMARCD3, SMCO4, SMPDL3A, SNX10, SNX2, SNX27, SNX3, SOCS3, SOD2, SORL1, SP2-AS1, SPAG9, SPARC, SPATA13, SPG21, SPI1, SPOPL, SQRDL, SRA1, SRGN, SRSF3, SRSF5, SSR1, SSSCA1, STAT6, STEAP4, STK17B, STK40, STX11, STX3, STXBP2, SULF2, SULT1A1, SYAP1, SYN1, SYTL1, TACC3, TAF13, TAGLN2, TALDO1, TANK, TAX1BP1, TBC1D8, TCIRG1, TESC, TGFBI, THBS1, THEMIS2, TICAM1, TIMP1, TKT, TLCD2, TLR2, TLR4, TLR8, TM2D3, TM9SF2, TMBIM4, TMBIM6, TMEM154, TMEM167A, TMEM170B, TMEM176B, TMEM258, TMEM59, TMEM91, TNFAIP2, TNFAIP3, TNFAIP6, TNFRSF10B, TNFRSF12A, TNFRSF1A, TNFRSF1B, TNFRSF8, TNFSF13B, TNIP1, TNNI2, TOM1, TOMM7, TP53BP2, TPI1, TPM3, TRA2A, TREM1, TRIB1, TRIM25, TRMT6, TRPM4, TRPS1, TSC22D3, TSPO, TXN, TYMP, TYROBP, UBA52, UBE2D1, UBE2D3, UBE2V2, UBL7, UCKL1-AS1, UPK3A, UQCR11, UQCRB, USP10, USP15, USP3, UTF1, VAMP8, VASP, VCAN, VCL, VDR, VENTX, VIM, VIM-AS1, VIPR1, VMP1, VNN1, VNN2, VNN3, VPS29, VSTM1, WARS, WAS, WBP4, WIPF1, WSB1, YPEL5, ZEB2, ZFAND5, ZFP36, ZNF106, ZNF267, ZNF385A, ZYX SH3BGRL3,COTL1,S100A6,S100A4,ANXA1,CD52,VIM,CAPG,ALOX5AP,LGALS1 GSM4288846 1 Mast cell 0.0127388535031847 0.0213864963218292 2 37 122 0.0540540540540541 ABCA1, AC004791.2, ACSL4, ADCYAP1, ADIRF, ADRB2, ALOX5, ALOX5AP, ANXA4, AREG, ARHGAP18, ASAH1, ASIC4, BACE2, BEX1, BTK, C1orf186, C5orf45, CADPS, CALB2, CAPG, CAPN3, CD69, CD82, CD9, CDK15, CLU, CMA1, CNRIP1, COL13A1, CPA3, CPM, CSF1, CST3, CTSG, CTTNBP2, DDX1, DHRS9, DLC1, EFHC2, EGR1, ENPP3, FCER1A, GATA2, GCSAML, GMPR, GPR35, HDC, HEY1, HMGCS2, HPGD, HPGDS, HRASLS5, IGHA1, IGKC, IGLC2, IL1RL1, KIT, KRT1, LAPTM4A, LGALS12, LIF, LMNA, LRRC75A, LTC4S, MAGEB2, MAML1, MAOB, MBOAT7, MLPH, MS4A2, MT1F, NDEL1, NDRG2, NECAB2, NFKBIA, NFKBIZ, NOV, NSG1, NTRK1, PAK1, PIK3R6, PLGRKT, PMP22, PRDX6, PTGS1, PTGS2, RAB34, RGS13, RHBDD2, RHOH, RNF130, RP1-276N6.2, RP11-179A10.1, RP11-307N16.6, RP11-354E11.2, RP11-501J20.5, RP13-143G15.4, SDPR, SIGLEC8, SLC18A2, SLC45A3, SMYD3, STX3, STXBP6, SVOPL, TAL1, TIMP3, TMEM174, TMEM220-AS1, TMEM233, TMEM246, TMOD1, TPSAB1, TPSB2, TPSD1, TSC22D1, TSPYL2, TTC39B, VWA5A, VWC2, XXbac-BPG13B8.10 CAPG,ALOX5AP GSM4288846 1 Lake et al.Science.Ex4 0.0204081632653061 0.023791906862931 1 37 13 0.027027027027027 ANXA1, COL6A1, CXXC4, GABRG1, HS3ST3B1, LYPD6B, NEUROD6, PAPSS2, PCDH20, PLCXD2, PLCXD3, TNNT2, TSHZ2 ANXA1 GSM4288846 2 CD8+ T cell 0.0142857142857143 0.000143215111550576 2 139 3 0.0143884892086331 CD4, CD8A, CD8B CD8B,CD8A GSM4288846 2 Natural killer cell 0.0206896551724138 2.67641578627353e-05 3 139 9 0.0215827338129496 FCGR3A, FCGR3B, KLRB1, KLRB1, KLRC1, KLRD1, KLRF1, KLRK1, NCAM1 KLRD1,KLRC1,KLRK1 GSM4288846 2 Naive T cell 0.0141843971631206 0.000285122762225809 2 139 4 0.0143884892086331 CCR7, CD27, CD8A, CD8B CD8B,CD8A GSM4288846 2 Natural killer T (NKT) cell 0.0142857142857143 0.000143215111550576 2 139 3 0.0143884892086331 CD8A, CD8B, ZNF683 CD8B,CD8A GSM4288846 2 Plasmacytoid dendritic cell 0.00714285714285714 0.01385204260213 1 139 2 0.00719424460431655 CD123, GZMB GZMB GSM4288846 2 Oligodendrocyte progenitor cell 0.0160642570281124 0.00827038929569301 4 139 114 0.0287769784172662 ABRACL, ALCAM, ANGPTL2, ANXA5, APOD, ARC, ARL4A, B2M, BCAN, BCHE, BCL11A, BRINP3, C2orf80, C8orf46, CA10, CADM2, CD24, CD63, CD82, CD9, CNP, CNTN1, COL20A1, COL9A1, CSPG5, CSRP2, CST3, DBI, DCX, DUSP6, EDNRB, ELAVL4, ENC1, EPB41L2, EPN2, ETV1, ETV5, FIBIN, GATM, GNG7, GPM6B, GPR17, GRID2, IGFBPL1, ITGB8, ITM2C, KANK1, LHFPL3, LIMA1, LINC01551, LMF1, LRRC4C, LSAMP, LUZP2, MLLT11, MMP2, MT3, NEUROD2, NEUROD6, NKAIN4, NKX2-2, NOVA1, NSG1, NXPH1, OCIAD2, OLIG1, OLIG2, OMG, PCDH15, PDE4B, PDGFRA, PLAT, PLEKHB1, PLLP, PMP2, PON2, PPAP2B, PSAT1, PTN, PTPRZ1, RAB31, RAMP1, RFTN2, RHOC, RND3, RTN1, S100B, SCD5, SCN1A, SCRG1, SEMA5A, SERPINE2, SEZ6L, SHTN1, SIRT2, SLC35F1, SLITRK2, SOX10, SOX4, SOX6, SOX8, SPARC, SPATA6, SPRY1, SPRY4, STMN2, SYT1, TMEM161B-AS1, TMSB10, TRIB2, TSC22D4, TSPAN7, TTYH1, TUBB3 CD63,SPRY1,RHOC,CD9 GSM4288846 2 Microglial cell 0.022508038585209 9.79399848688445e-06 14 139 497 0.100719424460432 A2M, ABCG2, ABHD12, ABI3, ACTR2, ACY3, ADAM28, ADAM9, ADAP2, ADORA3, ADRB2, AIF1, ALOX5, ALOX5AP, ANXA11, ANXA4, ANXA5, AOAH, AP1B1, APBB1IP, APLP2, APOC1, APOE, APPL2, ARHGAP12, ARHGAP4, ARHGAP9, ARHGDIB, ARPC1B, ARRB2, ASAH1, ATAT1, ATM, ATP6V0E1, ATP8B4, AXL, B2M, B3GNT5, BCL11A, BEX1, BHLHE41, BIN1, BIN2, BLNK, BLVRB, BRI3, BST2, BTG2, C10orf128, C10orf54, C12orf75, C1orf61, C1QA, C1QB, C1QC, C2, C20orf27, C3, C3AR1, C5AR1, CAP1, CAPZB, CASP1, CCL3, CCL4, CCL4L2, CCND1, CCR1, CD14, CD164, CD24, CD300A, CD36, CD37, CD4, CD53, CD63, CD68, CD74, CD81, CD83, CD84, CD86, CEBPA, CEBPD, CECR1, CH25H, CMTM6, CMTM7, CNN3, CNPY3, COLGALT1, CORO1A, CPED1, CPVL, CREBL2, CREG1, CRYBB1, CSF1R, CSF3R, CSRP2, CTSA, CTSB, CTSC, CTSD, CTSL, CTSS, CX3CR1, CXCL16, CYBA, CYBB, CYFIP1, CYTH4, DAB2, DBN1, DCX, DHRS3, DHRS9, DNAJB1, DNPH1, DOCK2, DOCK4, DOCK8, DPP7, DUSP1, DYNLT1, EGFL7, EGR1, EGR2, EGR3, ELAVL4, ELF1, ENTPD1, EVI2A, FABP5, FABP7, FAM105A, FAM78A, FAM96A, FBLN1, FCER1G, FCGR1A, FCGR1B, FCGR1C, FCGR2A, FCGR3A, FCGRT, FES, FGD2, FLI1, FMNL3, FOLR2, FOS, FOSB, FPR1, FRMD4A, FTL, FXYD6, FYB, GAA, GADD45B, GAL3ST4, GALNT1, GAS6, GATM, GGA2, GGTA1P, GIMAP4, GLIPR1, GLUL, GM2A, GMFG, GNAI2, GNB4, GNG5, GNG7, GPM6A, GPN3, GPR183, GPR34, GPSM3, GPX1, GRN, GSN, GSTA4, GSTK1, GYPC, HAVCR2, HCK, HCLS1, HCST, HERPUD1, HEXA, HEXB, HIST1H1C, HLA-B, HLA-C, HLA-E, HN1, HPGDS, HSPA1A, HSPA1B, HTRA1, HVCN1, IER2, IER3, IFI16, IFI30, IFITM2, IFNGR1, IGF1, IGFBPL1, IGFLR1, IGSF6, IKZF1, IL10RA, IL13RA1, IL16, IL17RA, IL6R, IL6ST, INPP5D, IPCEF1, IRF8, ITGAM, ITGAX, ITGB2, ITM2B, ITM2C, ITPR2, JAG1, JUN, JUNB, KCTD12, KIAA0226L, KLF2, KLF6, LAIR1, LAMP1, LAMP2, LAPTM5, LAT2, LCP1, LGMN, LHFPL2, LILRB4, LIMS1, LINC00461, LINC00936, LINC00996, LINC00998, LINC01094, LINC01158, LINC01551, LIPA, LOC100506388, LOC100996255, LOC101929497, LOC284454, LPAR5, LPAR6, LPCAT2, LPIN2, LRMP, LST1, LTC4S, LY86, LY96, LYN, LYST, MAF, MAGED1, MAN2B1, MANBA, MAST3, MBNL1, MDK, MED12L, MEF2A, MEIS2, MERTK, METTL7A, MFSD1, MGAT1, MGAT4A, MGST2, MILR1, MIS18BP1, MKNK1, MLLT11, MNDA, MPEG1, MPP1, MRC1, MS4A7, MSN, MYH9, MYL12A, MYLIP, MYO1F, NAA20, NABP1, NAGA, NAIP, NCF4, NCKAP1L, NEAT1, NEU1, NEUROD6, NFIB, NFKBIA, NGFRAP1, NGRN, NINJ1, NNAT, NPC2, NPL, NR3C1, NR4A1, NR4A2, NRIP1, NSG1, OAS1, OCIAD2, OLFML3, OLR1, OSTF1, OTUD1, P2RX4, P2RY12, P2RY13, P3H2, PAFAH1B3, PAG1, PALD1, PARVG, PDGFB, PDK4, PDPN, PFN1, PFN2, PLA2G15, PLA2G7, PLCB2, PLD3, PLD4, PLEK, PLTP, PLVAP, PLXDC2, PNMA1, POLD4, PPA1, PPP1R18, PPT1, PRDX2, PRR13, PSAP, PSMB10, PTAFR, PTGS1, PTPN6, PTPRC, PTPRE, PTPRZ1, PYCARD, RAB29, RAB31, RAB32, RAB3IL1, RAPGEF6, RASSF4, RB1, RBMS1, RBP1, RCN3, RCSD1, REEP4, RGS1, RGS10, RGS19, RGS2, RHBDF2, RHOB, RHOG, RIN2, RNASE6, RNASET2, RNF13, RNF130, RNF135, RNF213, RPAIN, RPS6KA1, RTN1, RUNX1, RYR1, S100A11, SALL1, SAMSN1, SASH3, SAT1, SCAF11, SCAMP2, SCG3, SELPLG, SERPINA1, SERPINB6, SERPINF1, SESN3, SFMBT2, SFT2D1, SGK1, SH2B3, SIGLEC10, SIGLEC8, SIPA1L2, SIRPA, SLC15A3, SLC29A1, SLC29A3, SLC7A7, SLC7A8, SLC9A9, SLCO2B1, SMAP2, SOCS6, SORL1, SOX11, SOX4, SP100, SPP1, SPRED1, SRGN, STAB1, STMN1, STOM, STXBP2, SWAP70, SYK, SYNE2, SYNGR2, SYT1, TACC1, TAGAP, TAGLN3, TAL1, TAPBP, TBXAS1, TCF4, TCIRG1, TFEC, TGOLN2, TIMP2, TLN1, TLR10, TLR4, TLR7, TM6SF1, TMBIM1, TMC6, TMEM119, TMEM161B-AS1, TMEM173, TMEM52B, TMIGD2, TMIGD3, TMSB15A, TNFAIP8L2, TNFRSF1A, TNFRSF1B, TPP1, TPT1, TREM2, TSC22D1, TSC22D3, TSPAN13, TUBA1A, TUBB2B, TUBB3, TYROBP, UCP2, VAMP8, VAV1, VMP1, VSIG4, WAS, WASF2, WDR91, XBP1, YWHAQ, ZBTB20, ZFHX3, ZFP36, ZFP36L1, ZFP36L2, ZMYM6NB LYN,LAT2,CD63,ATP8B4,AOAH,TMIGD2,FCER1G,FTL,ADAM28,NR4A2,ARHGAP9,RGS1,ABI3,PTPN6 GSM4288846 2 Effector CD8+ memory T (Tem) cell 0.0275229357798165 2.81838714779603e-05 6 139 85 0.0431654676258993 ADAM8, ADGRG1, ADRB2, AGTPBP1, AHNAK, ARHGAP25, ARL4C, BIN2, C12orf75, C1orf21, CAPN2, CASP8, CD300A, CEP78, CX3CR1, DSTN, EFHD2, EMP3, FCGR3A, FCGR3B, FCRL6, FGFBP2, FGR, FLNA, FUT11, GAB3, GK5, GLUL, GNLY, GZMB, GZMH, ITGAM, KCNAB2, KLRD1, KLRF1, LGALS1, LILRB1, LITAF, LLGL2, LPCAT1, LUZP6, MBP, MTSS1, MYO1F, MYO1G, OSBPL5, PATL2, PIK3R5, PLEK, PLEKHG3, PRKCB, PRSS23, PXN, RAP1B, RAP1GAP2, RAP2B, RASSF1, RGS19, RNF166, S1PR5, SAMD3, SH3BP5, SH3BP5-AS1, SLC2A1, SLC9A3R1, SLCO4C1, SPON2, SRPK2, STK10, SYNE1, TAGLN2, TBX21, TGFBR3, TM4SF19, TM4SF19-TCTEX1D2, TPST2, TTC16, TTC38, USP28, VCL, VEZF1, WDR37, ZEB2, ZEB2-AS1, ZNF600 GNLY,KLRD1,FCRL6,GZMB,RASSF1,LITAF GSM4288846 2 Mucosal-associated invariant T cell 0.0346534653465347 5.5995514303131e-07 7 139 70 0.0503597122302158 ADAM12, APOL3, B3GALT2, CCR1, CCR2, CCR6, CD160, CD40LG, CEBPD, CERK, COLQ, CTSH, DKK3, DPP4, DUSP1, EDEM2, ERN1, FKBP11, FLT4, GALC, GPR171, GPR65, GYG1, HACL1, HPGD, IFNGR1, IKZF2, IL12RB2, IL18R1, IL18RAP, IL23R, IL4I1, JAML, KLRB1, LOC643733, LST1, LTK, MBOAT1, ME1, MKNK1, NCR3, NFKBIA, NR1D1, NRIP1, OBFC1, ODF2L, P2RY14, PBXIP1, PDK3, PHACTR2, PNP, PRNP, RORA, RORC, RUNX2, SESN1, SLAMF1, SLC4A10, SPOCK2, SYTL2, TBC1D31, TC2N, TLE1, TMEM71, TMIGD2, TNF, TRAT1, TSPAN15, TTC39C, ZBTB16 CD160,IKZF2,TMIGD2,GPR65,SYTL2,IL12RB2,PRNP GSM4288846 2 Exhausted CD8+ T cell 0.062015503875969 0 24 139 272 0.172661870503597 ABCG1, ACP5, ACSL4, ACTN4, AFAP1L2, AHI1, AIP, AKAP5, ANKRD10, ANXA5, APOBEC3C, APOBEC3D, APOBEC3F, APOBEC3G, ARHGAP9, ARID5B, ARL3, ARNT, ARPC1B, ASB2, ATP10D, ATP8B4, ATXN1, BATF, BCL2L11, BLOC1S2, BST2, BTG3, C17orf62, CALCOCO2, CALM3, CAMK1, CAPZA2, CASP3, CAT, CBLB, CCDC141, CCL3, CCND2, CD200, CD27, CD27-AS1, CD2BP2, CD38, CD63, CD7, CD70, CD82, CD84, CHST12, CLECL1, CLNK, CLSTN3, COQ10B, COTL1, CREM, CSF1, CSNK2B, CTLA4, CTNNA1, CTNNB1, CTSB, CTSD, CXCL13, CXCR6, DCAF11, DDX60, DGKH, DRAP1, DUSP4, EID1, ENTPD1, ENTPD1-AS1, EPSTI1, ETNK1, ETV1, EWSR1, FAM3C, FASLG, FIBP, FKBP1A, FKBP1A-SDCBP2, FUT8, GABARAPL1, GALM, GALNT2, GAPDH, GATA3, GBP1, GBP2, GBP4, GCNT1, GFOD1, GGA2, GLDC, GMDS, GOLIM4, GPD2, GSTO1, GTF2I, HAVCR2, HLA-DMA, HLA-DRA, HMOX1, HNRNPLL, ICAM3, ICOS, ID2, ID3, IFI16, IFI27L2, IFI35, IFI6, IFNG, IGFLR1, IKZF3, IL21R, IL2RB, INPP5F, IRF2, IRF9, ITGAE, ITM2A, JMJD4, KIF20B, KIR2DL4, KLRC4, KRT86, LAG3, LAT2, LAYN, LDHA, LIMK1, LIMS1, LINC00299, LINC00963, LSM2, LSP1, LY6E, LY6G5B, LYST, MAD2L2, MAP2K3, MAPKAPK3, MAPRE2, MCL1, MIR155, MIR155HG, MIR4632, MIR497HG, MIS18BP1, MS4A6A, MTHFD1, MTHFD2, MX1, MYO1E, MYO7A, NAB1, NAPA, NASP, NCF4, NDFIP2, NEDD9, NFAT5, NR4A2, NRBP1, NUDT5, OAS3, OASL, OS9, OSBPL3, P2RY10, PAM, PARK7, PARP14, PDCD1, PDE7B, PDLIM7, PELI1, PFKP, PHEX, PHLDA1, PHTF2, PKM, PLPP1, PLSCR1, PMF1, PMF1-BGLAP, PON2, PPM1G, PPM1M, PRDM1, PRDX5, PRKAR1A, PRKCH, PSMA5, PSME2, PSTPIP1, PTGIS, PTMS, PTPN11, PTPN22, PTPN7, RAB27A, RALGDS, RBPJ, RFX5, RGS1, RGS2, RHBDD2, RHOH, RIN3, RNF19A, RNF31, SAMD9L, SAMSN1, SARDH, SCO2, SEL1L3, SEMA4A, SHFM1, SIRPG, SKIV2L2, SLA, SLC2A8, SLC4A5, SNAP47, SNX17, SNX9, SP140, SPTAN1, SRGAP3, SRGN, SRI, SSH1, STAM, STARD4, STAT3, SUSD6, SYNGR2, TBC1D4, TBK1, TBL1XR1, TET2, TFRC, TIGIT, TNFAIP3, TNFRSF1B, TNFRSF9, TNFSF4, TNS3, TOX, TOX2, TPI1, TRAF5, TRAFD1, TRPS1, TTC24, TTYH3, TYMP, UBASH3B, UBE2L6, VAMP5, VCAM1, VMP1, WARS, WHRN, YARS, ZBED2, ZFP36L1, ZMYM5, ZNF79 KIR2DL4,CD7,LAT2,ITGAE,CD63,ATP8B4,IL2RB,PTPN22,RIN3,FASLG,LSP1,NR4A2,FAM3C,ARHGAP9,TIGIT,RGS1,ID3,GABARAPL1,TPI1,UBASH3B,GAPDH,DUSP4,ACP5,ASB2 GSM4288846 2 Naive CD4+ T cell 0.0116959064327485 0.0232668590960257 2 139 34 0.0143884892086331 ABLIM1, ACTN1, C1orf162, C6orf48, CCR7, CD55, EEF1B2, EIF3L, FAM117B, FHIT, GIMAP5, GIMAP8, GPR183, IL7R, LDLRAP1, LRRC75A-AS1, LRRN3, MAL, MYC, NELL2, NOSIP, PRKCA, RPS5, RSL1D1, SATB1, SERINC5, SLC40A1, SVIL, TCF7, TESPA1, TMEM204, TRABD2A, TSHZ2, TXK TXK,ABLIM1 GSM4288846 2 T helper cell 0.0136054421768707 0.00208062563765865 2 139 10 0.0143884892086331 ABCB1, CAPG, CD69, DPP4, DUSP1, GZMK, IFNGR1, PARP8, PVRIG, SLC4A10 ABCB1,CAPG GSM4288846 2 Exhausted CD4+ T cell 0.0275590551181102 2.31823143024279e-05 7 139 122 0.0503597122302158 ADAM19, AHI1, AKAP5, AKR1A1, ARHGAP9, ASB2, ATP5C1, ATP6V1A, ATXN1, BATF, BHLHE40-AS1, BST2, BTLA, C9orf16, CAMK1, CAPZB, CCDC50, CD38, CD82, CD84, CDKN2A, CHN1, CKAP2, CLTC, CREM, CTLA4, CTSD, CXCL13, DBNL, DNPH1, DR1, DUSP4, ENTPD1, EPSTI1, ETV7, F2R, FKBP1A-SDCBP2, FUT8, GALM, GAPDH, GBP4, GNG4, GSPT1, HAVCR2, HNRNPK, ICOS, IFI27L2, IFI35, IFNG, IGFLR1, IKZF3, IL21, ITGA2, ITM2A, KCNK5, LAP3, LASP1, LIMA1, LIMS1, LINC00963, LYST, MAF, MAP1LC3A, MAPKAPK3, METTL8, MIR155HG, N4BP2, NAB1, NDFIP2, NMI, NR3C1, NUTF2, OGG1, PDCD1, PDE7B, PHEX, PHTF2, PKM, PRKAG1, PRKAR1A, PSME2, PTPN11, PTTG1, RAB11FIP1, RABGAP1L, RBPJ, RGS1, RGS2, RHBDD2, RILPL2, RNF19A, SARDH, SFXN1, SHFM1, SIRPG, SLC6A6, SLC9A9, SMC5, SPOCK2, SQRDL, SRGN, ST8SIA1, SUSD6, SYNJ1, TBC1D2B, TBXAS1, TIGIT, TMEM2, TNFRSF18, TNFSF8, TOX, TOX2, TPI1, TRAF3, TRPS1, UBE2L6, UNQ6494, UQCRH, WARS, WSB2, ZBED2, ZEB1 ARHGAP9,TIGIT,RGS1,TPI1,GAPDH,DUSP4,ASB2 GSM4288846 2 CD4+ cytotoxic T cell 0.0497737556561086 4.59265958596689e-11 11 139 93 0.079136690647482 A2M, ABCA2, ABI3, ADGRG1, ADGRG5, ADRB2, AGPAT4, AHNAK, AKR1C3, APMAP, ARL4C, ARL5A, C12orf75, C1orf21, CCL4, CCL5, CD244, CD300A, CEP78, CHST12, CST7, CTSW, CX3CR1, DSTN, EFHD2, FCGR3A, FCRL6, FGFBP2, FGR, FUT11, GK5, GLUL, GNLY, GSTP1, GZMA, GZMB, GZMH, GZMM, HOPX, KLRG1, LGR6, LILRB1, LINC00612, LITAF, LLGL2, LOC100130872, LPCAT1, LYAR, MBP, MYBL1, MYO1F, NKG7, NPRL2, OSBPL5, PAFAH2, PATL2, PLEK, PLEKHA1, PLEKHG3, PRF1, PROK2, PRSS23, PTCH1, PTGDS, PTPN4, PXN, PZP, RAB29, RAP1B, RAP2B, RASSF1, RUNX3, S1PR5, SAMD3, SH3BP5, SLAMF7, SLC2A1, SPN, SPON2, SUN2, SYNE1, SYNE2, TARP, TGFBR3, TM4SF19, TM4SF19-TCTEX1D2, TMEM181, TTC16, TTC38, VCL, ZEB2, ZEB2-AS1, ZNF683 GNLY,CCL5,HOPX,CD244,FCRL6,GSTP1,ABI3,GZMA,GZMB,RASSF1,LITAF GSM4288846 2 Myoblast 0.00689655172413793 0.0476543156923539 1 139 7 0.00719424460431655 CDC20, CDK1, ID1, ID3, MYOG, PCNA, TTN ID3 GSM4288846 2 Paneth cell 0.0286975717439294 4.82721870698199e-07 13 139 327 0.0935251798561151 ABCA1, ABCG1, ABI3, ACP5, ACTRT3, ADAP2, ADCY7, ADCY9, ADGRG5, AIF1, AOAH, APOBEC3A, ARHGDIB, ARL4C, ARRB2, ATF5, ATP11A, ATP1B3, ATP6V1B2, BCL2A1, BIRC3, BRE-AS1, BTK, C1QA, C1QB, C1QC, C2, C5AR1, CASP1, CCDC134, CCL3, CCL4, CCR1, CD14, CD163, CD163L1, CD180, CD209, CD300A, CD300E, CD33, CD37, CD4, CD40, CD48, CD53, CD68, CD74, CD83, CD84, CD86, CEBPB, CECR1, CFP, CH17-340M24.3, CHI3L1, CLEC10A, CLEC2B, CLEC4G, CLEC7A, CMKLR1, CNEP1R1, CORO7, COTL1, CPVL, CR1, CREG1, CSF1R, CSF2RB, CSF3R, CTSC, CTSL, CTSZ, CXCL10, CXCL16, CXCL2, CXCL3, CXCL8, CXCL9, CXCR4, CXorf40A, CYBB, CYTH4, DAB2, DNAJA4, DNASE1L3, DOCK2, DOK2, DUSP2, DUSP6, EBI3, EDEM1, EIF4A3, EVI2B, EYA2, F13A1, FAM110A, FAM168A, FAM175B, FAM26F, FAM49A, FAM65A, FCER1G, FCGR1A, FCGR2A, FCGR3A, FERMT3, FES, FGD2, FGL2, FLI1, FLJ32255, FMNL1, FPR1, FYB, GATM, GBP5, GFRA2, GGTA1P, GLA, GM2A, GMFG, GNL3, GNPDA1, GPR132, GPR137B, GPR34, GPR65, GPSM3, HAVCR2, HCAR2, HCAR3, HCK, HCLS1, HCST, HLA-DMA, HLA-DMB, HLA-DPA1, HLA-DPB1, HLA-DQA1, HLA-DQB1, HLA-DRA, HLA-DRB1, HMOX1, HPGDS, HSPA6, ICAM1, ICAM4, IFI30, IFNGR1, IGSF6, IKZF1, IL10, IL1A, IL1B, IL1R2, IL1RN, IL23A, IL4I1, INHBA, INPP5D, IPMK, IRF8, IRS2, ITGAM, ITGAX, ITGB2, ITGB2-AS1, JMY, KIAA0226L, KIAA0930, KLHDC7B, KYNU, LAPTM5, LAT2, LCP1, LCP2, LGMN, LILRB1, LILRB2, LILRB4, LILRB5, LINC00996, LIPA, LMO2, LOC100130357, LOC100130476, LOC729732, LPAR6, LPCAT1, LSP1, LST1, LY86, LYN, LYPD3, LYVE1, LYZ, MAF, MAFB, MANBA, MARCH1, MCOLN1, MERTK, METAP1D, METRNL, MFSD1, MMP9, MPEG1, MRC1, MS4A4A, MS4A6A, MS4A7, MTHFD2, NAIP, NAMPT, NCF1, NCF1B, NCF2, NCF4, NCKAP1L, NDST2, NFAM1, NFKBIE, NINJ1, NINJ2, NLRP3, NPL, NR4A2, NR4A3, NSMAF, NUFIP1, ODF3B, OGFRL1, OSM, PDE4B, PELI1, PFKFB3, PGD, PIK3AP1, PLA2G7, PLAU, PLAUR, PLCB2, PLCG2, PLEK, PLIN2, PLXNC1, PPIF, PRKCB, PRMT9, PTAFR, PTGS2, PTPRC, PTPRE, RAC2, RAP2B, RASGEF1B, RASSF5, RGS19, RHBDF2, RIC1, RILPL2, RIPK2, RNASE6, RNF144B, RSAD2, RUNX3, SAMSN1, SECTM1, SFMBT2, SGK1, SGPP1, SH2B3, SIGLEC1, SIGLEC11, SLA, SLAMF7, SLAMF8, SLC15A3, SLC1A4, SLC23A2, SLC25A37, SLC35F6, SLC37A2, SLC7A5, SLC8B1, SLC9A9, SLCO2B1, SLFN11, SNN, SNX10, SNX20, SOD2, SPI1, SPIC, SPPL2A, SRGN, ST3GAL5, STAB1, STK26, STX11, TBXAS1, TFEC, THBD, TLR2, TLR4, TMEM206, TNF, TNFAIP2, TNFAIP3, TNFRSF1B, TNFSF13B, TPP1, TRAF1, TSPAN33, TYROBP, UAP1L1, UCP2, UVRAG, VAV1, VPS9D1, WAS, WDFY2, WDFY4, WIPF1, ZNF267, ZNF331 LYN,LAT2,AOAH,FCER1G,PLCG2,LSP1,GPR65,NR4A2,ABI3,ZNF331,ACP5,PRMT9,NR4A3 GSM4288846 2 Luminal epithelial cell 0.00714285714285714 0.01385204260213 1 139 2 0.00719424460431655 ANKRD30A, SYTL2 SYTL2 GSM4288846 2 Multilymphoid progenitor cell 0.0151724137931034 0.00305158239022152 11 139 597 0.079136690647482 AARS2, AARSD1, ABCA7, ABCA9, ABCG2, ACAP1, ACIN1, ACRC, ADAMTS6, ADAP1, ADGRE1, ADGRL1, AES, AFF1, AFF3, AGAP6, AGER, AIF1, AKAP17A, AKAP7, AKAP8, ALOX12P2, AMHR2, AMN1, AMPD2, AMPH, ANKHD1-EIF4EBP3, ANKRD11, ANKRD13D, ANKS3, AP2A2, ARHGAP24, ARHGAP4, ARHGAP9, ARHGEF1, ARHGEF2, ARHGEF7, ARID5B, ARNT2, ARPP21, ARRB2, ATAD3B, ATF7IP2, ATHL1, ATM, ATN1, ATP10A, ATP11A-AS1, ATP13A4, ATP9A, AUTS2, AVIL, BASP1, BCAS4, BCL2A1, BCL6, BDP1, BMF, BRF1, BTG1, BTN2A1, BTN3A1, C10orf76, C11orf72, C15orf39, C15orf52, C16orf74, C19orf43, C19orf66, C2CD2L, C5AR1, C6orf48, C6orf99, CABLES2, CABP4, CACNA1C, CADM2, CAMK2G, CAMK4, CASZ1, CAV1, CBX4, CBX7, CCDC144CP, CCDC162P, CCDC6, CCDC85C, CCDC88B, CCDC92, CCHCR1, CCL4L1, CCZ1, CD37, CD6, CD79A, CDH9, CDKN2D, CDYL, CELF1, CHD3, CHRM3, CHRNA3, CIR1, CIRBP, CLEC4A, CLN3, CMC2, CMIP, CMPK2, CMYA5, CNOT1, CNTNAP1, COL24A1, COTL1, CREG2, CRELD2, CROCC, CROCCP2, CRY2, CSF2RA, CSMD1, CSN1S1, CSNK1E, CSNK1G2, CSRNP1, CTSD, CUBN, CUTA, CXCL10, CXCL16, CXXC5, CYFIP2, DARS-AS1, DDAH2, DDX23, DGKA, DGKD, DGKQ, DHFRL1, DHX30, DHX8, DIP2B, DLGAP1-AS1, DLGAP4-AS1, DNAL1, DNASE1, DNASE2, DNHD1, DNM1, DOC2GP, DOK2, DPF1, DPP9, DTX3, DUSP1, DUSP2, DUSP22, DUSP4, DVL1, DYNLL2, DYRK2, EFNB2, EFR3B, EGLN2, EIF1AX-AS1, EIF2S2P3, EIF3EP1, EIF4A1, ELK1, ELP5, EMC8, EPB42, EPHA1-AS1, EVL, EXT1, EZH1, FAM103A1, FAM106A, FAM129C, FAM134B, FAM157C, FAM219A, FAM222B, FAM69A, FAM83D, FAM83G, FBRS, FBRSL1, FBXO38, FCAR, FCGR3B, FCHSD2, FCRL1, FFAR1, FFAR2, FLYWCH1, FMN1, FMNL1, FMNL3, FOSB, FOXN3, FPGT-TNNI3K, FURIN, FZD8, GALNT2, GALNT6, GCA, GFOD1, GLTSCR2, GNA12, GNAI2, GNPTAB, GOLGA2, GON4L, GRIK1, GSDMB, GSTP1, GUSBP2, GVINP1, GYPB, HECW2, HERPUD1, HES1, HHLA1, HIC1, HIST1H2BK, HIST1H4C, HIST1H4I, HIVEP1, HIVEP3, HLA-B, HMGCS1, HMHA1, HNRNPUL1, HOXA3, HOXA5, HVCN1, ICAM1, ID2, IER2, IER5, IFFO2, IFI44L, IFNG, IFNGR2, IGF1, IGF1R, IGF2R, IGFBP6, IL10, IL17RA, IL18RAP, IL1R2, IL23A, IL24, IL7R, INADL, INO80, INPP5K, IQGAP2, ITGB2, ITPKB, JARID2, JUNB, JUND, KCNMB1, KDM2A, KDM2B, KDM7A, KIAA0355, KIAA0430, KIAA0556, KIAA1024, KIAA2013, KIR3DX1, KLF7, KLRB1, KMT2B, LAIR1, LAIR2, LCK, LEF1, LENG8-AS1, LGSN, LIMS2, LINC00304, LINC00869, LINC01554, LMBR1L, LMF2, LMLN, LRCH1, LRG1, LRRC43, LRRC69, LRRK1, LRWD1, LSM14B, LSM7, LTB, LY86, MAF, MAFB, MAGEE1, MALAT1, MAML2, MAN1A2, MANEA-AS1, MAP1A, MAP3K11, MAP3K7CL, MAP4K4, MAPKBP1, MB, MBD6, MDGA2, MED13L, MEF2C, MEX3C, MFSD4, MGAM, MGRN1, MIDN, MKNK1, MLLT6, MLXIP, MMP9, MN1, MNT, MOB3A, MOK, MPHOSPH8, MPRIP, MREG, MRPL55, MRPS24, MSL1, MTURN, MVD, MVK, MYO9B, MYPOP, MZF1-AS1, NAA60, NATD1, NEDD9, NEGR1, NEIL1, NFATC2, NFIA-AS2, NFKBIA, NHLRC3, NKIRAS1, NLRP1, NOTCH1, NR3C1, NRCAM, NRDE2, NSUN2, NUAK2, NYNRIN, OCEL1, OCIAD2, OSTN, OVGP1, PAFAH2, PAG1, PAK1, PALB2, PALD1, PALLD, PANX2, PAQR6, PBXIP1, PCDH9, PCSK5, PDE7A, PDE9A, PER1, PET100, PFDN5, PHKA2, PI4KA, PIEZO1, PIK3C2B, PIK3R1, PILRB, PIM2, PIM3, PIP5KL1, PITHD1, PLA2G6, PLEKHA2, PLEKHO1, PLLP, PLXND1, POLR2J3, POMT1, POU2F2, PPAP2C, PPBP, PPP1R10, PPP1R12C, PPP1R13L, PPP1R16B, PRKACA, PRKCQ-AS1, PRKD2, PRKRIP1, PRKRIRP3, PRMT6, PTGER4, RAB31, RAB33A, RAB4B, RANBP10, RAPGEF1, RASAL3, RASSF5, RBM17, RBM38, RBPMS, RELB, RERE, REXO1L1P, RFC1, RGL4, RGS1, RHOH, RHOT2, RHPN1, RNASET2, RNF220, RNU6-645P, RPAIN, RPL32P3, RPS27, RPS4XP16, RPS6KA2, RRAGC, RSPH4A, RSRC1, RUNX3, RWDD1, SAP30L-AS1, SASH3, SAT2, SCN11A, SCRG1, SEMA3C, SENCR, 9-Sep, SERPINF1, SETD1B, SGIP1, SH3GL1P1, SIN3B, SIPA1, SIVA1, SLC13A4, SLC15A4, SLC25A5-AS1, SLC30A5, SLC35E3, SLC38A1, SLC43A2, SLC4A4, SLC7A6, SLC8A1-AS1, SLC8B1, SLC9A3R1, SLCO5A1, SLITRK5, SMARCA4, SMIM3, SNHG6, SNHG7, SNHG9, SNRNP70, SNX33, SON, SOX11, SOX2-OT, SOX4, SP110, SPACA6P, SPAG5, SPATA21, SPECC1, SPON1, SPRTN, SRP72P2, SRSF4, SSBP3, SSH2, SSSCA1, ST20-AS1, ST3GAL1, STAT6, STK10, STK4, STRBP, STRN4, STX3, STX6, SUSD1, SYN3, SYT4, TAF5, TBC1D17, TBX10, TBX19, TCF3, TCF4, TCF7, TCF7L2, TECPR1, TENM1, TFE3, THBS3, TMC8, TMEM106A, TMEM136, TMEM156, TMEM192, TMEM38A, TMSB10, TNFAIP3, TNFRSF1B, TNFSF11, TNS3, TOP3A, TP53I11, TPM2, TPT1-AS1, TRAF4, TRAPPC2B, TRAT1, TRBC2, TRBV23-1, TRIAP1, TRIB2, TRIM71, TSC22D1, TSC22D3, TTBK2, TTC13, TTC21A, TTN, TUSC7, UBE2Z, UGT3A2, ULBP1, ULK1, UPF2, USF2, USP36, UTP14C, VAMP2, VHL, VPS13D, VPS37B, WDR20, WDR53, WDR66, WFS1, WIPF2, WWOX, XIRP2, YPEL3, YTHDF1, YTHDF3-AS1, ZBTB4, ZBTB7A, ZBTB8A, ZC3H13, ZFAND2A, ZFAS1, ZFP36L1, ZMAT3, ZNF12, ZNF133, ZNF230, ZNF274, ZNF430, ZNF444, ZNF526, ZNF532, ZNF606, ZNF608, ZNF626, ZNF740, ZNF843, ZP1, ZSCAN30, ZSWIM8, ZYX BCAS4,ARHGAP9,DGKD,GSTP1,RGS1,PIK3R1,EVL,GNPTAB,AUTS2,TRBC2,DUSP4 GSM4288846 2 Granulocyte-monocyte progenitor 0.0158102766798419 0.00931172151322346 4 139 118 0.0287769784172662 ADK, ALDH4A1, ANXA1, AP3S1, APLP2, APPL1, AREG, ASPM, B3GALNT1, BTF3L4, CALCOCO2, CALR, CASQ1, CCDC181, CCNE2, CD38, CD96, CDKN3, CLEC12A, CLSPN, COMMD5, CP, CPA3, CRNDE, CSF3R, CST7, CSTA, CTSG, DEPDC7, ELANE, EPX, ERAP2, F13A1, FAM129A, FAM45A, FAM96A, FCGR2A, FNDC3B, GAPDHP42, GCNT1, HAL, HGF, HTATSF1, IFNAR2, IGFBP7, IGLL1, IL1RAP, KBTBD11, KCNE3, KIAA0101, LDHA, LGALS1, LRPPRC, M1AP, MAMDC2, MAP3K8, MCM10, MCM4, MCM6, METTL7B, MGST1, MPO, MS4A2, MS4A3, MTND4P15, MUC1, MYBL2, NOG, NPM1P37, NQO1, NUCB2, NUF2, PDE3B, PEG3, PIFO, PLD1, PLEK, PRTN3, PTPN14, PTPRE, PYGL, RAB3D, RAB44, RAD51AP1, RETSAT, RMI2, RNASE2, RNASE3, SDC4, SELL, SERPINB1, SHCBP1, SKA3, SMIM24, SPON2, SUCNR1, TCF19, TLR4, TM7SF3, TNFSF13B, TPPP3, TPSAB1, TPSB2, TPSD1, TRGC1, TRGC2, TTK, TYMSOS, UBE2J1, UBTD2, UHRF1, USP13, VDAC1, VIM, VMP1, VPREB1, ZFP37, ZNF714 MAP3K8,TRGC2,CD96,AREG GSM4288846 2 CD141+CLEC9A+ dendritic cell 0.0120967741935484 0.0432975228000484 3 139 112 0.0215827338129496 ACSS2, ACTN1, ADAM28, ANPEP, APOL1, APOL3, ASAP1, ASB2, AX747832, B3GNT7, BATF3, BCL6, BTLA, C1ORF21, C1ORF54, CADM1, CAMK2D, CCND1, CD38, CD40, CD59, CD93, CLEC9A, CLNK, CPNE3, CPVL, CSRP1, CTTNBP2NL, CYB5R3, CYP2E1, DENND1B, DHRS3, DNASE1L3, DPP4, DSE, DST, DUSP10, DUSP2, EHD4, ELOVL5, ENPP1, FAM135A, FAM160A2, FAM190A, FCRL6, FLT3, FNBP1, FUCA1, GCET2, GSTM4, GYPC, HAVCR2, HLA-DOB, HLA-DPA1, HLA-DPB1, HLA-DPB2, HLA-DQB, HLA-DQB1, ID2, IDO1, IDO2, INF2, KCNK6, KIAA1598, KIF16B, LACC1, LGALS2, LIMA1, LMNA, LOC541471, LOC645638, LRRC18, MTERFD3, NAV1, NCALD, NDRG2, NET1, OSBPL3, PAFAH1B3, PALM2, PDE4DIP, PDLIM1, PDLIM7, PIK3CB, PLCD1, PPA1, PPM1H, PPM1M, PQLC2, PRELID2, PTK2, RAB11FIP4, RGS10, SCARF1, SLAMF7, SLAMF8, SLC24A4, SLC9A9, SNX22, SNX3, STX3, TGM2, THBD, TLR10, TMEM14A, TRERF1, VAC14, VAV3, WDFY4, WHAMMP3, XCR1, ZNF366 ADAM28,FCRL6,ASB2 GSM4288846 2 CD1C+_A dendritic cell 0.0119047619047619 0.0195476328456632 2 139 31 0.0143884892086331 ADAM8, AGPAT9, AREG, C10ORF128, CACNA2D3, CCR6, CD1C, CD1D, CD1E, CD2, CD33, CLEC10A, CLEC17A, CLEC4A, CLIC2, CREB5, ENTPD1, ETS2, FCER1A, FCGR2B, ITGA5, MBOAT7, NOD2, NR4A2, PEA15, PER1, PID1, PTAFR, PTGS1, SLC2A3, SMA NR4A2,AREG GSM4288846 2 CD1C+_B dendritic cell 0.0153846153846154 0.00804055047003061 3 139 59 0.0215827338129496 ADAM15, ANXA1, AOAH, ASGR1, BST1, C9ORF89, CD14, CD163, CD1D, CD36, CES1, CES1P1, CLEC10A, CREB5, CSF3R, CSTA, DQ575504, EREG, F13A1, FCER1A, FCN1, FPR1, HBEGF, HNMT, IL13RA1, IL1B, IL1RN, IL27RA, ITGA5, LAT2, LMNA, LOC284454, LYZ, MGST1, MICAL2, MNDA, MPP7, MTMR11, NAIP, NFE2, NLRP12, NLRP3, NOD2, NR4A2, PID1, PLBD1, PTAFR, RAB27A, RAB3D, RETN, RNASE2, S100A12, S100A8, S100A9, SLC2A3, SMA, TMEM173, TREM1, VCAN LAT2,AOAH,NR4A2 GSM4288846 2 CD1C-CD141- dendritic cell 0.0190677966101695 0.000658183484453678 9 139 342 0.0647482014388489 ABCC3, ABHD3, ABI3, ACOT9, ADRBK1, AGTRAP, AIF1, AK123771, AK124399, AK307192, AL137655, ALDH3B1, ALOX5, AMPD2, AP2A1, APOBEC3A, APOL6, ARAP1, ARAP2, ARHGEF3, ARL4A, ARRB1, ARRB2, ARRDC3, ASAH1, ATP1B3, BACH1, BCL2A1, BID, BIN2, BLOC1S3, BLVRA, C10ORF46, C10ORF54, C11ORF21, C15ORF39, C19ORF38, C20ORF112, C3AR1, C5AR1, C9ORF72, CABP4, CALML4, CAMK1, CAMKK2, CASP1, CASP4, CCM2, CCPG1, CD244, CD300A, CD300E, CD300LF, CD52, CD68, CD79B, CD97, CDC42EP3, CDH23, CDKN1C, CFD, CHST15, CKB, CLEC12A, CLEC4F, CLEC7A, CMTM7, CNIH4, CORO2A, CPPED1, CSF1R, CSGALNACT2, CSK, CTSL1, CTSS, CX3CR1, CXCL16, CYTIP, DDX58, DDX60, DDX60L, DENND3, DENND5A, DKFZP451J181, DMXL2, DNAJB1, DNASE2, DOK2, DOK3, DPEP2, DRAP1, DUSP1, DUSP6, EHD1, EMR1, EMR2, ERICH1, EVL, FAM110A, FAM126A, FAM26F, FAM45B, FAM46A, FCAR, FCGR2A, FCGR2C, FCGR3A, FCGR3B, FCN1, FGD3, FGD4, FGR, FLNA, FOXO1, FPR1, FTH1, FTL, FYB, GBP1, GBP2, GBP4, GBP5, GIMAP1, GIMAP2, GIMAP4, GIMAP7, GLUL, GNG2, GNS, GPBAR1, GPR155, GRAMD1A, HCK, HEG1, HK1, HK3, HLA-E, HMOX1, HSBP1, HSPA7, ICAM2, ICAM4, IFI30, IFI6, IFIT2, IFIT3, IFITM1, IFITM2, IFITM3, IFNGR2, IL12RB1, IMPDH1, INSIG1, IRAK3, IRF1, ISG15, ITGAL, ITGB1, ITM2B, KDM1B, KIAA0513, KLF11, KLF3, KSR1, L1TD1, LCP2, LGALS3, LILRA2, LILRA5, LILRA6, LILRB1, LILRB2, LIMS1, LOC100133161, LOC200772, LOC388312, LRP1, LRRC25, LST1, LTA4H, LY6E, LYN, LYST, MAFB, MAGED2, MAP3K1, MARCKS, MBD2, MCTP1, MEFV, MPP1, MS4A4A, MS4A7, MSN, MT2A, MTSS1, MXD3, MYO1G, MYOF, NAAA, NADK, NAMPT, NAP1L1, NBEAL2, NCF2, NDUFB3, NEAT1, NECAP2, NEURL, NFAM1, NFKBIZ, NINJ1, NLRP1, NPL, NR4A1, NUDT16, OAS1, P2RX1, P2RY13, PAG1, PDLIM5, PDP1, PECAM1, PELI1, PHTF2, PIEZO1, PIK3AP1, PIK3IP1, PILRA, PITPNM1, PLEKHO2, PLIN2, PLXNC1, PNPLA6, POU2F2, PPM1F, PRAM1, PSAP, PSTPIP2, PTGER2, PTGER4, PTP4A3, PTPN13, PTPN6, PTPRC, PYGL, RAB10, RAB24, RAB37, RAB3D, RALB, RAP1B, RAP1GAP2, RASGRP4, RELT, RHOC, RNF144B, RNF149, RXRA, S100A11, S100A4, SAMSN1, SASH1, SAT1, SCIMP, SCPEP1, SDCBP, SERPINA1, SGPL1, SH2D1B, SH3BP2, SIDT2, SIGLEC10, SIRPB1, SIRPB2, SLA, SLC11A1, SLC2A6, SLC31A2, SLC44A2, SLC7A7, SMAP2, SNX18, SOD2, SPN, SSH2, STK10, STK38, STX11, STXBP2, SULT1A1, SVIL, SWAP70, SYTL1, TAGLN, TBC1D8, TBCD, TBXAS1, TCF7L2, TCIRG1, TESC, TIAM1, TIMP1, TKT, TLE4, TLR2, TLR4, TMBIM1, TMC6, TMEM11, TMEM134, TMEM154, TMEM176B, TMPO, TMTC1, TNFRSF14, TNFRSF1B, TNFSF10, TSC22D3, TSPAN14, TSPAN32, TTYH3, TUBA1A, TXNIP, TYMP, TYROBP, UBXN11, UNC13D, UPP1, VAMP5, VASP, VMP1, VPS53, WARS, WDFY1, WDR11, WSB1, YPEL2, ZCCHC6, ZEB2, ZFAND5, ZNFX1 LYN,FTL,RHOC,CD244,ABI3,EVL,PTPN6,AP2A1,TBCD GSM4288846 2 Monocyte 0.0188284518828452 1.98713804542283e-05 18 139 835 0.129496402877698 ABTB1, ACAA1, ACAP2, ACPP, ACSL1, ACSL3, ACTN1, ACTR2, ADAM17, ADAM8, ADGRE1, ADGRE2, ADGRE3, ADM, ADORA2A-AS1, ADRBK2, AGFG1, AGPAT2, AGTRAP, AHNAK, AHR, AIF1, AIMP1, AKIRIN2, ALDH2, ALDH3B1, ALDOA, ALOX5, ALOX5AP, ANKLE2, ANKRD13D, ANPEP, ANXA1, ANXA11, ANXA2, ANXA5, AP1S2, APLP2, APOBEC3A, APOBR, AQP9, ARF5, ARHGAP26, ARHGDIB, ARL5B, ARPC1B, ARPC2, ARPC3, ARPC5, ARRB2, ARRDC1, ASAH1, ASGR1, ASGR2, ATF1, ATG16L2, ATG3, ATOX1, ATP11A, ATP13A3, ATP2B1, ATP5EP2, ATP5J2, ATP5L, ATP6AP2, ATP6V0B, ATP6V0D1, ATP6V0E1, ATP6V1B2, ATXN1, ATXN7L3, AUP1, AZI2, BACH1, BASP1, BATF3, BAX, BCL2A1, BCL3, BCL6, BEST1, BID, BLVRB, BNIP3L, BRI3, BRK1, BST1, BTF3L4, BTG1, BTG2, C10orf54, C14orf2, C15orf48, C16orf54, C16orf74, C19orf38, C1orf162, C1orf228, C20orf24, C3AR1, C4orf3, C4orf48, C5AR1, C6orf226, C9orf72, CACNA2D3, CALM2, CAP1, CAPG, CAPNS1, CAPZA2, CARD16, CARD19, CARS2, CASP1, CASP4, CAST, CBWD1, CCL20, CCL3L3, CCND3, CCNI, CCNL1, CCPG1, CCR1, CCRL2, CD14, CD1D, CD300C, CD300E, CD300LF, CD302, CD37, CD4, CD44, CD48, CD52, CD53, CD55, CD63, CD68, CD74, CD83, CD86, CD93, CDA, CDC42, CDC42EP2, CDC42EP3, CDKN1A, CEBPB, CEBPD, CEBPE, CES1, CFD, CFLAR, CFP, CHCHD10, CHCHD7, CHMP4B, CHP1, CHPT1, CHSY1, CHTF8, CITED2, CKAP4, CKLF, CLEC12A, CLEC4A, CLEC4E, CLEC5A, CLEC7A, CLIC1, CLTB, CMTM2, CMTM6, CMTM7, CNPY3, COMMD6, CORO1A, CORO2A, COTL1, COX17, COX5A, COX5B, COX6B1, COX7B, COX8A, CPPED1, CPVL, CRIP1, CRISPLD2, CSF2RA, CSF3R, CSGALNACT2, CSNK1A1, CSRNP1, CST3, CSTA, CTDSP1, CTSB, CTSD, CTSH, CTSS, CUX1, CWC25, CXCL1, CXCL16, CXCL3, CXCL8, CYBA, CYBB, CYP1B1, CYP46A1, CYTIP, DAZAP2, DDX3X, DDX60L, DENND3, DES, DGAT2, DIAPH1, DMXL2, DNAAF1, DNAJA1, DNTTIP2, DOCK2, DOCK5, DPEP2, DPH3, DPYD, DSE, DUSP1, DUSP6, EBLN2, EDEM1, EFHD2, EHD1, EIF1B, EIF4G2, ELF1, EMILIN2, EMP3, EPM2AIP1, EPN1, EREG, ERP29, ERP44, ESYT2, ETS2, EVI2A, EVI2B, FAM101B, FAM102B, FAM129B, FAM195A, FAM26F, FAM49A, FAM49B, FAM65B, FBP1, FBXL5, FCAR, FCER1G, FCGR1A, FCGR2A, FCGR3A, FCGR3B, FCGRT, FCN1, FFAR2, FGD4, FGL2, FGR, FKBP1A, FKBP1C, FKBP8, FMNL1, FOSB, FOSL1, FOXO3, FPR1, FPR2, FXYD5, FYB, G0S2, GAA, GABARAPL2, GAPT, GAS7, GBP2, GCA, GIMAP4, GK, GLIPR1, GLIPR2, GLRX, GLT1D1, GLUL, GMFG, GMIP, GNAI2, GNAI3, GNB2, GNG5, GNS, GPAT3, GPBAR1, GPBP1, GPCPD1, GPR84, GPSM3, GPX1, GRB2, GRINA, GRN, GRPEL1, GSTO1, H3F3C, HAL, HCAR3, HCK, HCLS1, HCST, HEBP2, HIF1A, HK2, HK3, HLA-A, HLA-B, HLA-C, HLA-DMA, HLA-DRA, HLA-DRB1, HLA-DRB5, HLA-E, HNMT, HP, HPSE, HSD17B11, HVCN1, ICAM3, IER2, IER3, IFI30, IFITM2, IFNGR1, IFNGR2, IGF2R, IGSF6, IL10RA, IL10RB-AS1, IL17RA, IL1A, IL1B, IL1RAP, IL1RN, IL6R, IQGAP1, IQSEC1, IRAK3, IRG1, ITGAM, ITGAX, ITGB2, ITM2B, ITPRIP, IVNS1ABP, JAK1, JAML, JMJD1C, JTB, JUND, KB-1507C5.4, KDM6B, KLF4, KLF6, KMT2C, KRT23, KYNU, LAMP2, LAMTOR1, LAMTOR2, LAMTOR4, LAMTOR5, LAPTM5, LAT2, LBR, LCP1, LDLR, LGALS1, LGALS3, LILRA1, LILRA2, LILRA4, LILRA5, LILRB1, LILRB2, LILRB3, LIMD2, LIMS1, LIN7A, LINC00694, LIPN, LITAF, LRG1, LRP1, LRPAP1, LRRC25, LRRFIP1, LRRK2, LSM6, LSP1, LST1, LTA4H, LTB4R, LUCAT1, LY86, LYN, LYPD3, LYST, LYZ, MAFB, MAN2B1, MAP1LC3B, MAP2K3, MAP7D1, MAPKAPK3, MARCKS, MCEMP1, MCL1, MCTP1, MEFV, MEGF9, METTL22, METTL9, MFSD1, MGAM, MID1IP1, MIDN, MIR22HG, MIR3945HG, MN1, MNDA, MPEG1, MRPL33, MS4A6A, MS4A7, MSL3, MSN, MSRB1, MT-ATP6, MT-CO3, MT-ND1, MT-ND2, MT-ND3, MT-ND4, MT-ND4L, MT-ND5, MTF1, MTHFS, MTMR11, MTPN, MTRNR2L1, MTRNR2L12, MTRNR2L6, MTRNR2L8, MX2, MXD1, MYADM, MYD88, MYO1F, MYO1G, NAAA, NABP1, NACC2, NADK, NAIP, NAMPT, NAPRT, NBN, NBPF19, NCF1, NCF2, NCF4, NCKAP1L, NCOR2, NDEL1, NDUFA1, NDUFA13, NDUFA2, NDUFB1, NDUFS6, NDUFS7, NDUFV3, NEAT1, NFAM1, NFKBIA, NFKBID, NFKBIZ, NINJ1, NLRC4, NLRP12, NLRP3, NOD2, NOP10, NR1H2, NUDT16, NUMB, NUP214, NUP98, OAZ1, ODF3B, OGFRL1, OLIG1, OLIG2, OLR1, ORM1, OSCAR, OSM, OTUD1, OXSR1, P2RX1, P2RY13, PABPC3, PADI2, PADI4, PAFAH1B2, PAK1, PALM2, PARVG, PCBP1, PCDHGA5, PDXK, PECAM1, PELI1, PFDN5, PGAM1, PGD, PGK1, PGLS, PGPEP1, PHACTR1, PHLDA2, PICALM, PILRA, PIM3, PKM, PKN1, PLAC8, PLAUR, PLBD1, PLD4, PLEK, PLK3, PLP2, PLSCR1, PLXDC2, PNP, PNPLA8, PNRC1, POLE4, POLR2J, POR, POSTN, POU2F2, PPIF, PPP1R15A, PPT1, PRAM1, PRDX5, PRELID1, PRKAG2-AS1, PRKCB, PROK2, PRR13, PRRX1, PSAP, PSEN1, PSMA4, PSMB10, PSMB7, PSMB8, PSME1, PSTPIP1, PTAFR, PTGES, PTGS2, PTP4A1, PTP4A2, PTPN6, PTPRC, PTPRE, PTX3, PYCARD, PYGL, QKI, QPCT, QSOX1, RAB11FIP1, RAB20, RAB27A, RAB31, RAB3D, RAC1, RAC2, RAE1, RALGDS, RAP1B, RASA2, RASGRP4, RBM47, RBMS1, RBP7, RELT, RETN, RGL4, RGS10, RGS19, RGS2, RILPL2, RIN3, RIPK2, RNASE2, RNASE6, RNASET2, RNF13, RNF130, RNF141, RNF144B, RNF149, RNF167, RNH1, RSL24D1, RTN3, RTN4, RXRA, S100A10, S100A11, S100A12, S100A4, S100A6, S100A8, S100A9, S100P, S100Z, SAMHD1, SAMSN1, SAT1, SAT2, SCIMP, SCN4B, SCO2, SCPEP1, SDCBP, SDHB, SEC62, SELK, SELL, SELT, SEMA4A, SERP1, SERPINA1, SERPINB1, SERPINB2, SERPINB6, SERPINB8, SERPINB9, SFT2D1, SH2B2, SH3BGRL3, SH3KBP1, SHKBP1, SHTN1, SIDT2, SIGLEC14, SIGLEC5, SIGLEC7, SIGLEC9, SIRPB1, SKIL, SKP1, SLA, SLC11A1, SLC15A3, SLC16A3, SLC16A5, SLC16A6, SLC24A4, SLC25A37, SLC2A3, SLC2A6, SLC31A2, SLC36A4, SLC3A2, SLC43A2, SLC4A1AP, SLC7A7, SLCO3A1, SLU7, SMARCD3, SMCO4, SMPDL3A, SNX10, SNX2, SNX27, SNX3, SOCS3, SOD2, SORL1, SP2-AS1, SPAG9, SPARC, SPATA13, SPG21, SPI1, SPOPL, SQRDL, SRA1, SRGN, SRSF3, SRSF5, SSR1, SSSCA1, STAT6, STEAP4, STK17B, STK40, STX11, STX3, STXBP2, SULF2, SULT1A1, SYAP1, SYN1, SYTL1, TACC3, TAF13, TAGLN2, TALDO1, TANK, TAX1BP1, TBC1D8, TCIRG1, TESC, TGFBI, THBS1, THEMIS2, TICAM1, TIMP1, TKT, TLCD2, TLR2, TLR4, TLR8, TM2D3, TM9SF2, TMBIM4, TMBIM6, TMEM154, TMEM167A, TMEM170B, TMEM176B, TMEM258, TMEM59, TMEM91, TNFAIP2, TNFAIP3, TNFAIP6, TNFRSF10B, TNFRSF12A, TNFRSF1A, TNFRSF1B, TNFRSF8, TNFSF13B, TNIP1, TNNI2, TOM1, TOMM7, TP53BP2, TPI1, TPM3, TRA2A, TREM1, TRIB1, TRIM25, TRMT6, TRPM4, TRPS1, TSC22D3, TSPO, TXN, TYMP, TYROBP, UBA52, UBE2D1, UBE2D3, UBE2V2, UBL7, UCKL1-AS1, UPK3A, UQCR11, UQCRB, USP10, USP15, USP3, UTF1, VAMP8, VASP, VCAN, VCL, VDR, VENTX, VIM, VIM-AS1, VIPR1, VMP1, VNN1, VNN2, VNN3, VPS29, VSTM1, WARS, WAS, WBP4, WIPF1, WSB1, YPEL5, ZEB2, ZFAND5, ZFP36, ZNF106, ZNF267, ZNF385A, ZYX LYN,LAT2,CD63,FCER1G,RIN3,MT-ND4,LSP1,CCRL2,CHPT1,MT-ND5,SLC16A3,MT-ND2,TPI1,PTPN6,CKLF,CAPG,LITAF,CHCHD10 GSM4288846 2 Lake et al.Science.In5 0.00689655172413793 0.0476543156923539 1 139 7 0.00719424460431655 FREM2, HCRTR2, MYB, PDGFD, TMEM255A, TOX, TXK TXK GSM4288846 3 Definitive endoderm cell 0.019047619047619 0.000254996543686659 2 102 5 0.0196078431372549 CER1, CXCR4, EOMES, GATA6, LEFTY1 EOMES,CXCR4 GSM4288846 3 T cell 0.00943396226415094 0.0252437218800288 1 102 5 0.00980392156862745 CD27, CD28, CD3D, CD3E, CD3G CD27 GSM4288846 3 CD8+ T cell 0.0194174757281553 7.70112748060825e-05 2 102 3 0.0196078431372549 CD4, CD8A, CD8B CD8B,CD8A GSM4288846 3 Naive T cell 0.029126213592233 5.13264391432955e-07 3 102 4 0.0294117647058824 CCR7, CD27, CD8A, CD8B CD27,CD8B,CD8A GSM4288846 3 CD4+ memory T cell 0.00961538461538462 0.0152228599308752 1 102 3 0.00980392156862745 CCR7, CD27, IL7R CD27 GSM4288846 3 Natural killer T (NKT) cell 0.0194174757281553 7.70112748060825e-05 2 102 3 0.0196078431372549 CD8A, CD8B, ZNF683 CD8B,CD8A GSM4288846 3 Microglial cell 0.0309810671256454 6.35083097222378e-11 18 102 497 0.176470588235294 A2M, ABCG2, ABHD12, ABI3, ACTR2, ACY3, ADAM28, ADAM9, ADAP2, ADORA3, ADRB2, AIF1, ALOX5, ALOX5AP, ANXA11, ANXA4, ANXA5, AOAH, AP1B1, APBB1IP, APLP2, APOC1, APOE, APPL2, ARHGAP12, ARHGAP4, ARHGAP9, ARHGDIB, ARPC1B, ARRB2, ASAH1, ATAT1, ATM, ATP6V0E1, ATP8B4, AXL, B2M, B3GNT5, BCL11A, BEX1, BHLHE41, BIN1, BIN2, BLNK, BLVRB, BRI3, BST2, BTG2, C10orf128, C10orf54, C12orf75, C1orf61, C1QA, C1QB, C1QC, C2, C20orf27, C3, C3AR1, C5AR1, CAP1, CAPZB, CASP1, CCL3, CCL4, CCL4L2, CCND1, CCR1, CD14, CD164, CD24, CD300A, CD36, CD37, CD4, CD53, CD63, CD68, CD74, CD81, CD83, CD84, CD86, CEBPA, CEBPD, CECR1, CH25H, CMTM6, CMTM7, CNN3, CNPY3, COLGALT1, CORO1A, CPED1, CPVL, CREBL2, CREG1, CRYBB1, CSF1R, CSF3R, CSRP2, CTSA, CTSB, CTSC, CTSD, CTSL, CTSS, CX3CR1, CXCL16, CYBA, CYBB, CYFIP1, CYTH4, DAB2, DBN1, DCX, DHRS3, DHRS9, DNAJB1, DNPH1, DOCK2, DOCK4, DOCK8, DPP7, DUSP1, DYNLT1, EGFL7, EGR1, EGR2, EGR3, ELAVL4, ELF1, ENTPD1, EVI2A, FABP5, FABP7, FAM105A, FAM78A, FAM96A, FBLN1, FCER1G, FCGR1A, FCGR1B, FCGR1C, FCGR2A, FCGR3A, FCGRT, FES, FGD2, FLI1, FMNL3, FOLR2, FOS, FOSB, FPR1, FRMD4A, FTL, FXYD6, FYB, GAA, GADD45B, GAL3ST4, GALNT1, GAS6, GATM, GGA2, GGTA1P, GIMAP4, GLIPR1, GLUL, GM2A, GMFG, GNAI2, GNB4, GNG5, GNG7, GPM6A, GPN3, GPR183, GPR34, GPSM3, GPX1, GRN, GSN, GSTA4, GSTK1, GYPC, HAVCR2, HCK, HCLS1, HCST, HERPUD1, HEXA, HEXB, HIST1H1C, HLA-B, HLA-C, HLA-E, HN1, HPGDS, HSPA1A, HSPA1B, HTRA1, HVCN1, IER2, IER3, IFI16, IFI30, IFITM2, IFNGR1, IGF1, IGFBPL1, IGFLR1, IGSF6, IKZF1, IL10RA, IL13RA1, IL16, IL17RA, IL6R, IL6ST, INPP5D, IPCEF1, IRF8, ITGAM, ITGAX, ITGB2, ITM2B, ITM2C, ITPR2, JAG1, JUN, JUNB, KCTD12, KIAA0226L, KLF2, KLF6, LAIR1, LAMP1, LAMP2, LAPTM5, LAT2, LCP1, LGMN, LHFPL2, LILRB4, LIMS1, LINC00461, LINC00936, LINC00996, LINC00998, LINC01094, LINC01158, LINC01551, LIPA, LOC100506388, LOC100996255, LOC101929497, LOC284454, LPAR5, LPAR6, LPCAT2, LPIN2, LRMP, LST1, LTC4S, LY86, LY96, LYN, LYST, MAF, MAGED1, MAN2B1, MANBA, MAST3, MBNL1, MDK, MED12L, MEF2A, MEIS2, MERTK, METTL7A, MFSD1, MGAT1, MGAT4A, MGST2, MILR1, MIS18BP1, MKNK1, MLLT11, MNDA, MPEG1, MPP1, MRC1, MS4A7, MSN, MYH9, MYL12A, MYLIP, MYO1F, NAA20, NABP1, NAGA, NAIP, NCF4, NCKAP1L, NEAT1, NEU1, NEUROD6, NFIB, NFKBIA, NGFRAP1, NGRN, NINJ1, NNAT, NPC2, NPL, NR3C1, NR4A1, NR4A2, NRIP1, NSG1, OAS1, OCIAD2, OLFML3, OLR1, OSTF1, OTUD1, P2RX4, P2RY12, P2RY13, P3H2, PAFAH1B3, PAG1, PALD1, PARVG, PDGFB, PDK4, PDPN, PFN1, PFN2, PLA2G15, PLA2G7, PLCB2, PLD3, PLD4, PLEK, PLTP, PLVAP, PLXDC2, PNMA1, POLD4, PPA1, PPP1R18, PPT1, PRDX2, PRR13, PSAP, PSMB10, PTAFR, PTGS1, PTPN6, PTPRC, PTPRE, PTPRZ1, PYCARD, RAB29, RAB31, RAB32, RAB3IL1, RAPGEF6, RASSF4, RB1, RBMS1, RBP1, RCN3, RCSD1, REEP4, RGS1, RGS10, RGS19, RGS2, RHBDF2, RHOB, RHOG, RIN2, RNASE6, RNASET2, RNF13, RNF130, RNF135, RNF213, RPAIN, RPS6KA1, RTN1, RUNX1, RYR1, S100A11, SALL1, SAMSN1, SASH3, SAT1, SCAF11, SCAMP2, SCG3, SELPLG, SERPINA1, SERPINB6, SERPINF1, SESN3, SFMBT2, SFT2D1, SGK1, SH2B3, SIGLEC10, SIGLEC8, SIPA1L2, SIRPA, SLC15A3, SLC29A1, SLC29A3, SLC7A7, SLC7A8, SLC9A9, SLCO2B1, SMAP2, SOCS6, SORL1, SOX11, SOX4, SP100, SPP1, SPRED1, SRGN, STAB1, STMN1, STOM, STXBP2, SWAP70, SYK, SYNE2, SYNGR2, SYT1, TACC1, TAGAP, TAGLN3, TAL1, TAPBP, TBXAS1, TCF4, TCIRG1, TFEC, TGOLN2, TIMP2, TLN1, TLR10, TLR4, TLR7, TM6SF1, TMBIM1, TMC6, TMEM119, TMEM161B-AS1, TMEM173, TMEM52B, TMIGD2, TMIGD3, TMSB15A, TNFAIP8L2, TNFRSF1A, TNFRSF1B, TPP1, TPT1, TREM2, TSC22D1, TSC22D3, TSPAN13, TUBA1A, TUBB2B, TUBB3, TYROBP, UCP2, VAMP8, VAV1, VMP1, VSIG4, WAS, WASF2, WDR91, XBP1, YWHAQ, ZBTB20, ZFHX3, ZFP36, ZFP36L1, ZFP36L2, ZMYM6NB PLEK,CCL4,CD74,HLA-B,ITGB2,LYST,CCL4L2,HLA-C,B2M,FABP5,CCL3,TAGAP,HCST,PTPRC,GIMAP4,KLF2,CTSC,DNAJB1 GSM4288846 3 Cancer stem cell 0.00900900900900901 0.049856289249119 1 102 10 0.00980392156862745 ABCG2, ALDH1A1, ALDH1A2, ALDH1A3, CD24, CD44, EPCAM, KIT, MYD88, PROM1 CD44 GSM4288846 3 Effector CD8+ memory T (Tem) cell 0.0331491712707182 4.78946780302358e-06 6 102 85 0.0588235294117647 ADAM8, ADGRG1, ADRB2, AGTPBP1, AHNAK, ARHGAP25, ARL4C, BIN2, C12orf75, C1orf21, CAPN2, CASP8, CD300A, CEP78, CX3CR1, DSTN, EFHD2, EMP3, FCGR3A, FCGR3B, FCRL6, FGFBP2, FGR, FLNA, FUT11, GAB3, GK5, GLUL, GNLY, GZMB, GZMH, ITGAM, KCNAB2, KLRD1, KLRF1, LGALS1, LILRB1, LITAF, LLGL2, LPCAT1, LUZP6, MBP, MTSS1, MYO1F, MYO1G, OSBPL5, PATL2, PIK3R5, PLEK, PLEKHG3, PRKCB, PRSS23, PXN, RAP1B, RAP1GAP2, RAP2B, RASSF1, RGS19, RNF166, S1PR5, SAMD3, SH3BP5, SH3BP5-AS1, SLC2A1, SLC9A3R1, SLCO4C1, SPON2, SRPK2, STK10, SYNE1, TAGLN2, TBX21, TGFBR3, TM4SF19, TM4SF19-TCTEX1D2, TPST2, TTC16, TTC38, USP28, VCL, VEZF1, WDR37, ZEB2, ZEB2-AS1, ZNF600 PLEK,SAMD3,GZMH,LITAF,AHNAK,FCRL6 GSM4288846 3 Mucosal-associated invariant T cell 0.0117647058823529 0.0497130949717167 2 102 70 0.0196078431372549 ADAM12, APOL3, B3GALT2, CCR1, CCR2, CCR6, CD160, CD40LG, CEBPD, CERK, COLQ, CTSH, DKK3, DPP4, DUSP1, EDEM2, ERN1, FKBP11, FLT4, GALC, GPR171, GPR65, GYG1, HACL1, HPGD, IFNGR1, IKZF2, IL12RB2, IL18R1, IL18RAP, IL23R, IL4I1, JAML, KLRB1, LOC643733, LST1, LTK, MBOAT1, ME1, MKNK1, NCR3, NFKBIA, NR1D1, NRIP1, OBFC1, ODF2L, P2RY14, PBXIP1, PDK3, PHACTR2, PNP, PRNP, RORA, RORC, RUNX2, SESN1, SLAMF1, SLC4A10, SPOCK2, SYTL2, TBC1D31, TC2N, TLE1, TMEM71, TMIGD2, TNF, TRAT1, TSPAN15, TTC39C, ZBTB16 TC2N,TRAT1 GSM4288846 3 Exhausted CD8+ T cell 0.0594900849858357 0 21 102 272 0.205882352941176 ABCG1, ACP5, ACSL4, ACTN4, AFAP1L2, AHI1, AIP, AKAP5, ANKRD10, ANXA5, APOBEC3C, APOBEC3D, APOBEC3F, APOBEC3G, ARHGAP9, ARID5B, ARL3, ARNT, ARPC1B, ASB2, ATP10D, ATP8B4, ATXN1, BATF, BCL2L11, BLOC1S2, BST2, BTG3, C17orf62, CALCOCO2, CALM3, CAMK1, CAPZA2, CASP3, CAT, CBLB, CCDC141, CCL3, CCND2, CD200, CD27, CD27-AS1, CD2BP2, CD38, CD63, CD7, CD70, CD82, CD84, CHST12, CLECL1, CLNK, CLSTN3, COQ10B, COTL1, CREM, CSF1, CSNK2B, CTLA4, CTNNA1, CTNNB1, CTSB, CTSD, CXCL13, CXCR6, DCAF11, DDX60, DGKH, DRAP1, DUSP4, EID1, ENTPD1, ENTPD1-AS1, EPSTI1, ETNK1, ETV1, EWSR1, FAM3C, FASLG, FIBP, FKBP1A, FKBP1A-SDCBP2, FUT8, GABARAPL1, GALM, GALNT2, GAPDH, GATA3, GBP1, GBP2, GBP4, GCNT1, GFOD1, GGA2, GLDC, GMDS, GOLIM4, GPD2, GSTO1, GTF2I, HAVCR2, HLA-DMA, HLA-DRA, HMOX1, HNRNPLL, ICAM3, ICOS, ID2, ID3, IFI16, IFI27L2, IFI35, IFI6, IFNG, IGFLR1, IKZF3, IL21R, IL2RB, INPP5F, IRF2, IRF9, ITGAE, ITM2A, JMJD4, KIF20B, KIR2DL4, KLRC4, KRT86, LAG3, LAT2, LAYN, LDHA, LIMK1, LIMS1, LINC00299, LINC00963, LSM2, LSP1, LY6E, LY6G5B, LYST, MAD2L2, MAP2K3, MAPKAPK3, MAPRE2, MCL1, MIR155, MIR155HG, MIR4632, MIR497HG, MIS18BP1, MS4A6A, MTHFD1, MTHFD2, MX1, MYO1E, MYO7A, NAB1, NAPA, NASP, NCF4, NDFIP2, NEDD9, NFAT5, NR4A2, NRBP1, NUDT5, OAS3, OASL, OS9, OSBPL3, P2RY10, PAM, PARK7, PARP14, PDCD1, PDE7B, PDLIM7, PELI1, PFKP, PHEX, PHLDA1, PHTF2, PKM, PLPP1, PLSCR1, PMF1, PMF1-BGLAP, PON2, PPM1G, PPM1M, PRDM1, PRDX5, PRKAR1A, PRKCH, PSMA5, PSME2, PSTPIP1, PTGIS, PTMS, PTPN11, PTPN22, PTPN7, RAB27A, RALGDS, RBPJ, RFX5, RGS1, RGS2, RHBDD2, RHOH, RIN3, RNF19A, RNF31, SAMD9L, SAMSN1, SARDH, SCO2, SEL1L3, SEMA4A, SHFM1, SIRPG, SKIV2L2, SLA, SLC2A8, SLC4A5, SNAP47, SNX17, SNX9, SP140, SPTAN1, SRGAP3, SRGN, SRI, SSH1, STAM, STARD4, STAT3, SUSD6, SYNGR2, TBC1D4, TBK1, TBL1XR1, TET2, TFRC, TIGIT, TNFAIP3, TNFRSF1B, TNFRSF9, TNFSF4, TNS3, TOX, TOX2, TPI1, TRAF5, TRAFD1, TRPS1, TTC24, TTYH3, TYMP, UBASH3B, UBE2L6, VAMP5, VCAM1, VMP1, WARS, WHRN, YARS, ZBED2, ZFP36L1, ZMYM5, ZNF79 LYST,APOBEC3G,CD27,CCL3,OASL,HLA-DRA,IFNG,PDCD1,TOX,RHOH,HLA-DMA,RNF19A,COTL1,PSTPIP1,TIGIT,PRKCH,BATF,APOBEC3C,ITM2A,HNRNPLL,RAB27A GSM4288846 3 T helper cell 0.00900900900900901 0.049856289249119 1 102 10 0.00980392156862745 ABCB1, CAPG, CD69, DPP4, DUSP1, GZMK, IFNGR1, PARP8, PVRIG, SLC4A10 GZMK GSM4288846 3 Exhausted CD4+ T cell 0.0418604651162791 1.23453718359201e-08 9 102 122 0.0882352941176471 ADAM19, AHI1, AKAP5, AKR1A1, ARHGAP9, ASB2, ATP5C1, ATP6V1A, ATXN1, BATF, BHLHE40-AS1, BST2, BTLA, C9orf16, CAMK1, CAPZB, CCDC50, CD38, CD82, CD84, CDKN2A, CHN1, CKAP2, CLTC, CREM, CTLA4, CTSD, CXCL13, DBNL, DNPH1, DR1, DUSP4, ENTPD1, EPSTI1, ETV7, F2R, FKBP1A-SDCBP2, FUT8, GALM, GAPDH, GBP4, GNG4, GSPT1, HAVCR2, HNRNPK, ICOS, IFI27L2, IFI35, IFNG, IGFLR1, IKZF3, IL21, ITGA2, ITM2A, KCNK5, LAP3, LASP1, LIMA1, LIMS1, LINC00963, LYST, MAF, MAP1LC3A, MAPKAPK3, METTL8, MIR155HG, N4BP2, NAB1, NDFIP2, NMI, NR3C1, NUTF2, OGG1, PDCD1, PDE7B, PHEX, PHTF2, PKM, PRKAG1, PRKAR1A, PSME2, PTPN11, PTTG1, RAB11FIP1, RABGAP1L, RBPJ, RGS1, RGS2, RHBDD2, RILPL2, RNF19A, SARDH, SFXN1, SHFM1, SIRPG, SLC6A6, SLC9A9, SMC5, SPOCK2, SQRDL, SRGN, ST8SIA1, SUSD6, SYNJ1, TBC1D2B, TBXAS1, TIGIT, TMEM2, TNFRSF18, TNFSF8, TOX, TOX2, TPI1, TRAF3, TRPS1, UBE2L6, UNQ6494, UQCRH, WARS, WSB2, ZBED2, ZEB1 LYST,IFNG,PDCD1,F2R,TOX,RNF19A,TIGIT,BATF,ITM2A GSM4288846 3 CD4+ cytotoxic T cell 0.0833333333333333 0 15 102 93 0.147058823529412 A2M, ABCA2, ABI3, ADGRG1, ADGRG5, ADRB2, AGPAT4, AHNAK, AKR1C3, APMAP, ARL4C, ARL5A, C12orf75, C1orf21, CCL4, CCL5, CD244, CD300A, CEP78, CHST12, CST7, CTSW, CX3CR1, DSTN, EFHD2, FCGR3A, FCRL6, FGFBP2, FGR, FUT11, GK5, GLUL, GNLY, GSTP1, GZMA, GZMB, GZMH, GZMM, HOPX, KLRG1, LGR6, LILRB1, LINC00612, LITAF, LLGL2, LOC100130872, LPCAT1, LYAR, MBP, MYBL1, MYO1F, NKG7, NPRL2, OSBPL5, PAFAH2, PATL2, PLEK, PLEKHA1, PLEKHG3, PRF1, PROK2, PRSS23, PTCH1, PTGDS, PTPN4, PXN, PZP, RAB29, RAP1B, RAP2B, RASSF1, RUNX3, S1PR5, SAMD3, SH3BP5, SLAMF7, SLC2A1, SPN, SPON2, SUN2, SYNE1, SYNE2, TARP, TGFBR3, TM4SF19, TM4SF19-TCTEX1D2, TMEM181, TTC16, TTC38, VCL, ZEB2, ZEB2-AS1, ZNF683 CST7,PLEK,CCL4,NKG7,SAMD3,GZMH,KLRG1,GZMM,PRF1,APMAP,LITAF,AHNAK,SLAMF7,FCRL6,LYAR GSM4288846 3 Secretory cell 0.0658682634730539 1.51878509768721e-13 11 102 76 0.107843137254902 ALDH1A3, AMOTL2, ANPEP, ANTXR1, C3, CA13, CAPN13, CD74, CEACAM6, CFB, CFH, CILP, CP, CPD, CREB3L1, CTSC, CX3CL1, CXCL1, CXCL2, CXCL6, CXCL8, CYFIP2, DTX4, FNDC3B, GABRP, HLA-A, HLA-DMA, HLA-DMB, HLA-DPA1, HLA-DPB1, HLA-DQA1, HLA-DQA2, HLA-DQB1, HLA-DRA, HLA-DRB1, HLA-DRB5, HLA-DRB6, IFITM1, IFITM3, IL1R1, KNCN, LGALS9, LYPD2, MSMB, MUC5B, NCCRP1, PDZK1IP1, PGLYRP4, PI3, PIGR, PITX2, PLK2, PODXL, PPP1R16B, PRR5L, PRSS23, RARRES1, RARRES3, SCGB1A1, SCGB3A1, SELM, SERPINA3, SERPINB7, SLC26A2, SLC34A2, SLC4A4, SLC6A14, SLPI, STEAP4, TGM2, TMEM45A, UBD, VGLL1, VMO1, XBP1, ZG16B HLA-A,CD74,HLA-DRB1,HLA-DPA1,HLA-DPB1,HLA-DQA1,HLA-DRB5,HLA-DQB1,HLA-DRA,HLA-DMA,CTSC GSM4288846 3 MKI67+ progenitor cell 0.018957345971564 0.00268345364426947 4 102 113 0.0392156862745098 ACVRL1, ADGRF5, ANLN, APLNR, APOLD1, ARAP3, ARHGAP29, ARHGEF6, ASPM, AURKB, BGN, BIRC5, CALCRL, CASP10, CCNA2, CCNB1, CCNB2, CD248, CD34, CD93, CDC20, CDH5, CDK1, CDKN3, CENPF, CENPW, CLDN5, CLEC14A, CLEC3B, CXorf36, CYYR1, DLGAP5, EBF1, ECSCR, EGFL7, EMCN, ENG, ERG, ESAM, F2R, FABP4, FAM64A, FLT1, FOXC1, FZD4, GIMAP4, GIMAP6, GIMAP7, GNG11, HEG1, HIP1, HIST1H4C, HMCN1, HSPA12B, HYAL2, INPP5D, IQGAP3, JAG2, JAM2, KDR, KIF20B, KNSTRN, LDB2, LMCD1, LOC100288911, LRRC32, LRRC8C, MKI67, MMRN1, MMRN2, MXD3, MYCT1, NCAPD3, NDC80, NOS3, NRN1, NRP1, NUF2, NUSAP1, PALMD, PCAT19, PECAM1, PHF19, PLVAP, PODXL, PRC1, PTPRB, PTTG1, RAMP2, RAMP3, RGCC, RHOH, ROBO4, RRM2, SEC14L1, SERPINE2, SHE, SLCO2A1, SOX18, TACC3, TAL1, TFPI, TIE1, TK1, TM4SF1, TOP2A, TPX2, TRAIP, TROAP, TSPAN7, UBE2C, UBE2T, VWF F2R,GIMAP4,RHOH,GIMAP7 GSM4288846 3 Paneth cell 0.0488997555012225 2.22044604925031e-16 20 102 327 0.196078431372549 ABCA1, ABCG1, ABI3, ACP5, ACTRT3, ADAP2, ADCY7, ADCY9, ADGRG5, AIF1, AOAH, APOBEC3A, ARHGDIB, ARL4C, ARRB2, ATF5, ATP11A, ATP1B3, ATP6V1B2, BCL2A1, BIRC3, BRE-AS1, BTK, C1QA, C1QB, C1QC, C2, C5AR1, CASP1, CCDC134, CCL3, CCL4, CCR1, CD14, CD163, CD163L1, CD180, CD209, CD300A, CD300E, CD33, CD37, CD4, CD40, CD48, CD53, CD68, CD74, CD83, CD84, CD86, CEBPB, CECR1, CFP, CH17-340M24.3, CHI3L1, CLEC10A, CLEC2B, CLEC4G, CLEC7A, CMKLR1, CNEP1R1, CORO7, COTL1, CPVL, CR1, CREG1, CSF1R, CSF2RB, CSF3R, CTSC, CTSL, CTSZ, CXCL10, CXCL16, CXCL2, CXCL3, CXCL8, CXCL9, CXCR4, CXorf40A, CYBB, CYTH4, DAB2, DNAJA4, DNASE1L3, DOCK2, DOK2, DUSP2, DUSP6, EBI3, EDEM1, EIF4A3, EVI2B, EYA2, F13A1, FAM110A, FAM168A, FAM175B, FAM26F, FAM49A, FAM65A, FCER1G, FCGR1A, FCGR2A, FCGR3A, FERMT3, FES, FGD2, FGL2, FLI1, FLJ32255, FMNL1, FPR1, FYB, GATM, GBP5, GFRA2, GGTA1P, GLA, GM2A, GMFG, GNL3, GNPDA1, GPR132, GPR137B, GPR34, GPR65, GPSM3, HAVCR2, HCAR2, HCAR3, HCK, HCLS1, HCST, HLA-DMA, HLA-DMB, HLA-DPA1, HLA-DPB1, HLA-DQA1, HLA-DQB1, HLA-DRA, HLA-DRB1, HMOX1, HPGDS, HSPA6, ICAM1, ICAM4, IFI30, IFNGR1, IGSF6, IKZF1, IL10, IL1A, IL1B, IL1R2, IL1RN, IL23A, IL4I1, INHBA, INPP5D, IPMK, IRF8, IRS2, ITGAM, ITGAX, ITGB2, ITGB2-AS1, JMY, KIAA0226L, KIAA0930, KLHDC7B, KYNU, LAPTM5, LAT2, LCP1, LCP2, LGMN, LILRB1, LILRB2, LILRB4, LILRB5, LINC00996, LIPA, LMO2, LOC100130357, LOC100130476, LOC729732, LPAR6, LPCAT1, LSP1, LST1, LY86, LYN, LYPD3, LYVE1, LYZ, MAF, MAFB, MANBA, MARCH1, MCOLN1, MERTK, METAP1D, METRNL, MFSD1, MMP9, MPEG1, MRC1, MS4A4A, MS4A6A, MS4A7, MTHFD2, NAIP, NAMPT, NCF1, NCF1B, NCF2, NCF4, NCKAP1L, NDST2, NFAM1, NFKBIE, NINJ1, NINJ2, NLRP3, NPL, NR4A2, NR4A3, NSMAF, NUFIP1, ODF3B, OGFRL1, OSM, PDE4B, PELI1, PFKFB3, PGD, PIK3AP1, PLA2G7, PLAU, PLAUR, PLCB2, PLCG2, PLEK, PLIN2, PLXNC1, PPIF, PRKCB, PRMT9, PTAFR, PTGS2, PTPRC, PTPRE, RAC2, RAP2B, RASGEF1B, RASSF5, RGS19, RHBDF2, RIC1, RILPL2, RIPK2, RNASE6, RNF144B, RSAD2, RUNX3, SAMSN1, SECTM1, SFMBT2, SGK1, SGPP1, SH2B3, SIGLEC1, SIGLEC11, SLA, SLAMF7, SLAMF8, SLC15A3, SLC1A4, SLC23A2, SLC25A37, SLC35F6, SLC37A2, SLC7A5, SLC8B1, SLC9A9, SLCO2B1, SLFN11, SNN, SNX10, SNX20, SOD2, SPI1, SPIC, SPPL2A, SRGN, ST3GAL5, STAB1, STK26, STX11, TBXAS1, TFEC, THBD, TLR2, TLR4, TMEM206, TNF, TNFAIP2, TNFAIP3, TNFRSF1B, TNFSF13B, TPP1, TRAF1, TSPAN33, TYROBP, UAP1L1, UCP2, UVRAG, VAV1, VPS9D1, WAS, WDFY2, WDFY4, WIPF1, ZNF267, ZNF331 PLEK,CCL4,CD74,HLA-DRB1,ITGB2,HLA-DPA1,HLA-DPB1,HLA-DQA1,CCL3,DUSP2,HLA-DQB1,HLA-DRA,HCST,PTPRC,HLA-DMA,CXCR4,CTSC,COTL1,SLAMF7,CLEC2B GSM4288846 3 Sertoli cell 0.0142857142857143 0.00265484214772405 8 102 466 0.0784313725490196 A2ML1, ABCC5, ABRACL, ACSL4, ACSS1, ACYP2, ADGRG1, AGPAT9, ALDH1A1, AMH, AMHR2, AMIGO2, ANG, ANKH, ANKRD18A, ANKRD6, AP1G1, APOA1, APOA1BP, APOBEC3G, ARAP2, ARHGAP18, ARHGEF10, ARNT2, ASS1, ASTN2, ATP11A, ATP1A1, ATP1B1, ATP2B4, AXL, B3GNT2, BAG2, BBX, BCAT2, BEX1, BEX2, BEX4, BEX5, BLOC1S1, BRICD5, BTF3L4, BTG2, C14orf166, C16orf87, C1orf115, C1orf141, C21orf91, C4orf48, CACNA2D3, CADM1, CAMSAP3, CAMTA1, CCDC28B, CCNDBP1, CD55, CD58, CDH19, CDH2, CDK2AP2, CFI, CHPF, CHST3, CITED1, CKB, CLCN3, CLDN11, CLEC18A, CLEC18B, CLEC4M, CLU, CMAS, CMC4, CMTR1, CNDP2, COL2A1, COMT, COPE, CORO2A, CPE, CPNE5, CPT1A, CPVL, CRTC3, CSDC2, CST3, CTAGE5, CTSA, CTSV, CUL1, CUL4B, CXADR, CXXC5, CYFIP2, CYP11A1, CYP27A1, DAG1, DAND5, DDX24, DDX26B, DFNA5, DISP1, DMD, DMRT1, DNAJB1, DNAJC15, DNM2, DPP7, DPYSL3, DSC2, DSP, DST, DUSP23, DYNLL1, ECH1, EDEM2, ELOVL2, ENDOD1, ENTPD6, EPCAM, EPHB1, ERBB3, ERBB4, ESYT1, ETNK2, F11R, F8, FAM102A, FAM111A, FAM122B, FAM122C, FAM46C, FAM49B, FAM98A, FATE1, FBXL20, FBXO34, FDXR, FHOD3, FLNB, FLYWCH2, FNTA, FOXO3, FRMPD1, FRZB, FSCN1, FSTL3, FZD3, G6PD, GADD45G, GALNT18, GAS6, GAS7, GATA5, GATA6, GATA6-AS1, GATM, GBP2, GDF3, GET4, GGT1, GLCCI1, GMPR, GNAI1, GNG2, GNG7, GPC1, GPRC5B, GRN, GSE1, GSTA1, GSTA4, GSTM4, HACD1, HERC5, HID1, HIGD2A, HK2, HLTF, HMGN5, HPRT1, HR, HS6ST1, HSD17B3, HSPA1A, HSPA4L, HUWE1, IDH3A, IFI27L1, IFI6, IGF1R, IKBKG, IL32, IL6R, ILDR2, INHA, INHBB, INSR, IQCG, IQCK, ISYNA1, ITGA6, ITGB5, IVNS1ABP, JAM2, JUP, KIAA1462, KIAA1804, KIAA1958, KIF21A, KIF5C, KLHDC8B, KLHL15, KLHL23, KRT8, KTN1, LAMA1, LAMA3, LCMT1, LGR4, LIMCH1, LIMS2, LIPH, LMBR1, LMBR1L, LOC101927204, LOC101928100, LOC643201, LRP8, LRRC16A, MAGEB1, MAP1B, MAPRE3, MASTL, MBNL2, MBOAT7, ME1, MED25, MGST2, MGST3, MID1IP1, MLF1, MMP15, MPPED2, MRPL16, MRPL23, MRPL54, MTM1, MTRNR2L2, MTRNR2L8, MTRNR2L9, MTSS1, MUM1, MVP, MYEF2, MYLK3, MYO10, MYO5C, MYO6, MYO9B, MYOM3, NABP1, NANS, NAV2, NCK2, NEAT1, NEDD9, NIPAL3, NKX3-1, NMT2, NOSTRIN, NR6A1, NRIP1, NTNG2, NUDT10, NUDT11, NXF3, NXT2, NYNRIN, OBSL1, OPTN, OSBPL11, PACRG, PCED1B, PDE4DIP, PDK3, PDPN, PEBP1, PHF24, PHGDH, PLA2G12A, PLA2G16, PLCE1, PLEKHB1, PLEKHG1, PLEKHJ1, PLLP, PLOD3, PLXNC1, PNCK, POMC, PPA1, PPIF, PPM1K, PPP1R12B, PPP1R15A, PPP1R9A, PRAME, PRDX1, PRDX4, PRDX6, PREX1, PRKD1, PRND, PRNP, PRPS2, PRPSAP1, PRUNE2, PSME4, PTBP3, PTGDS, PTP4A1, PTPRE, PTPRF, RAB13, RAB20, RAD21, RASL12, RBBP7, RDX, REEP1, REEP6, REL, RELL1, RGAG1, RIC3, RNASE1, RNASE4, RUFY3, S100A10, SAT1, SCML2, SCN9A, SCRN1, SDC4, SDK2, SEC14L1, SEMA7A, SEPT6, SERPINA5, SERPINB1, SERPINB9, SERPINF1, SESN1, SHTN1, SLAIN1, SLC1A6, SLC25A36, SLC25A4, SLC25A5, SLC27A3, SLC27A6, SLC2A14, SLC39A14, SLC3A2, SLC41A1, SLC43A3, SLC4A2, SLC4A3, SLC4A7, SLC52A3, SLK, SMARCA1, SMARCA5, SMIM1, SMOC1, SMPDL3B, SMS, SMYD2, SNTA1, SOX9, SPECC1, SPINT2, SPOCK2, SREK1IP1, SRGAP1, SRPK2, SS18, SSFA2, ST6GALNAC1, STK10, STK11IP, STK24, STXBP2, SUSD3, SVIP, SYNE2, SYNGR1, SYNGR2, SYT11, TACSTD2, TANC2, TAOK1, TAOK3, TCEA3, TCEAL2, TCEAL5, TECR, TFF3, TGIF1, THEMIS2, TINAGL1, TJP1, TM4SF18, TMC5, TMEM123, TMEM176A, TMEM176B, TMEM181, TMEM2, TMEM41A, TMEM56, TMEM97, TMX4, TNNI3, TOX, TP53INP1, TPST2, TRAPPC5, TRIM16, TRIM37, TRIM47, TRIM50, TRIM55, TRPC5OS, TSPAN13, TSPAN7, TSPYL2, TSTA3, TSTD1, TTC8, TTYH1, TUBA1A, TUBB4B, TXNDC17, UCHL1, UNC80, USMG5, USP13, USP2, VCL, VPS35, VWA5A, WIPF3, WNT6, WT1, WWP1, YPEL2, ZBTB20, ZFAND5, ZFP91, ZMYM3, ZNF280B, ZNF708, ZSWIM5, ZYX APOBEC3G,TOX,ARAP2,OPTN,DNAJB1,B3GNT2,PCED1B,PLA2G16 GSM4288846 3 Granulosa cell 0.0275862068965517 7.36158084913008e-06 8 102 196 0.0784313725490196 ADI1, AEBP1, AK1, ALDH1A1, AP1S3, APOBEC3C, ARHGAP29, ARHGDIB, ATP1A1, ATP2B1, BCL3, BEND5, BIRC3, C12orf10, C1R, C1S, C3orf58, C4orf48, C6orf62, C7, CALB2, CCDC152, CCND3, CCNG1, CD14, CDCP1, CDKN1C, CEBPD, CHI3L1, COL14A1, COL1A1, COL1A2, COPE, CRABP2, CROCCP2, CXCL10, CYP19A1, DHRS13, DIRAS3, DLK1, EIF5A, EMILIN2, EMP3, ENO2, EPB41L4A-AS1, FABP5, FAM65C, FBLN1, FLOT2, FSTL3, FXYD5, GAPDH, GATM, GGT5, GNG2, GOLT1A, GOLT1B, GPC3, GSTT1, GTSF1, HBD, HIF3A, HILPDA, HINT1, HIST1H1D, HIST1H2AE, HLA-DQB1, HLA-DRA, HLA-DRB1, HLA-DRB5, HMGA2, HMGB3, HMGN2, HNRNPM, HORMAD1, ICAM1, IFI16, IFI6, IFITM1, IFITM2, IFITM3, IGF2BP2, ISOC1, ISYNA1, ITM2B, KRT17, LAPTM5, LDHA, LEMD1, LINC00467, LOC100129940, LOC650226, LOC728392, LRRN3, MAGED2, MCM4, MDK, MEG3, MEIS1, MFAP2, MFAP4, MLLT11, MMP2, MT1A, MT1E, MT1F, MT1L, MT2A, MT3, MTFP1, MTRNR2L2, MTRNR2L8, NFKB1, NFKBIA, NME4, NR2F2, NRK, NUPR1, OBP2A, OPA3, OSMR, PCNA, PDGFRA, PGK1, PLAC1, PLAG1, PLAGL1, PLEKHA4, PNMA1, POLE3, PPP4R2, PRAF2, PRKAR2B, PSMD9, PTMA, QPRT, RAD51AP2, RASL11B, RELB, RHOG, RND3, RNF214, RPL12, RPL26, RPL31, RPL34, RPL8, RPP25, RPP25L, RPS11, RPS14, RPS18P9, RPS23, RPS27, RPS27A, RPS28, S100A9, SCARB2, SCN9A, SCPEP1, SEMA5A, SKP2, SLC35F2, SLC6A8, SNHG17, SNRPC, SPINT2, SPP1, SPRY1, SRGN, STRA6, SYCP3, SYNE2, TAC1, TAGLN2, TET1, TFRC, TMEM132C, TMEM176A, TMEM176B, TMEM45A, TMEM50A, TMSB15A, TSC22D3, TSPAN7, UBA52, VCAN, WDR46, WFDC2, ZBTB20, ZDHHC8P1, ZFYVE21, ZGLP1, ZNF217, ZNF436, ZNF581 HLA-DRB1,HLA-DRB5,FABP5,RPS27,HLA-DQB1,HLA-DRA,MT2A,APOBEC3C GSM4288846 3 Gonadal endothelial cell 0.0104166666666667 0.0362806631825718 6 102 480 0.0588235294117647 A2M, ABCG1, ABHD2, ACP2, ACTB, ADAM15, ADAMTS7, ADAMTS9, ADD3, ADM, ADRBK1, AGAP6, AGO4, AIF1, AKAP12, AMOTL1, ANGPT1, ANGPTL4, ANKRD6, ANP32E, ANXA11, ANXA2, APP, ARHGAP28, ARHGAP29, ARHGEF2, ARHGEF3, ARHGEF7, ARMCX2, ARPC1B, ARRB1, ASAP1, ASAP2, ASB7, ATP8A1, B4GALT6, BAZ1A, BCAP29, BCHE, BID, BIK, BIN3, BIRC5, BLCAP, BRD9, BUB1, BZW2, C1orf21, C1QTNF3, CALCRL, CALM1, CALML4, CAPG, CARD8, CCDC167, CCDC85A, CCDC85B, CCND1, CCPG1, CD109, CD200, CD24, CDC34, CDC37, CDC42EP1, CDCA5, CDCA7, CDCA8, CDK2AP1, CDYL, CHEK2, CHPF2, CHST12, CHST15, CKS1B, CLIC1, CMTM7, CNN2, CNOT1, COL5A2, COL6A2, COTL1, CPNE2, CREB5, CRIP2, CROCCP2, CSRNP3, CSRP1, CSRP2, CTDSP2, CTDSPL, CTGF, CTTNBP2, CYBA, CYP26B1, CYR61, CYYR1, DAB2, DAB2IP, DCTN5, DENND3, DGKZ, DIMT1, DIP2B, DIXDC1, DNAJC21, DNMT1, DOCK4, DOCK9, DPAGT1, DUSP6, EDIL3, EDN1, EDNRB, EFNA1, EFNA5, EFNB2, EGFL7, EGLN3, ELF1, ELK3, ELOVL1, EMCN, ENG, ENTPD1, EPB41L2, EPHA2, EPHB4, ETS1, ETS2, ETV6, EVA1B, F2R, FAM107B, FAM160B1, FAM171A1, FAM212A, FAM69B, FBLIM1, FBXL7, FCGRT, FDX1, FKBP1A, FKBP5, FLJ46906, FLRT2, FMNL3, FN1, FNBP1, FOXC1, FRG1, FRMD4A, FSCN1, FSTL1, FXYD5, FZD4, GAB1, GALNT18, GATA3, GDPD5, GEN1, GGT5, GNAS, GNG11, GNL1, GPATCH11, GPR161, GRAMD1A, GRB10, GRPEL2, GTF3A, GTPBP2, GUSB, GYPC, H1FX, HAPLN3, HBP1, HDAC7, HEIH, HEY1, HIPK2, HLA-E, HMGA1, HMGA2, HOMER3, HOTAIRM1, HOXA5, HOXA6, HPGD, HSPB1, HSPBAP1, HYAL2, ICA1, ID1, ID3, IDH2, IGF2BP1, IGF2BP2, IGFBP4, INAFM2, INF2, IRF2BPL, ITGA5, ITGA8, ITGA9, ITM2A, ITPRIP, JAM3, JUP, KCNN3, KDELC1, KDM7A, KDR, KIAA1033, KIAA1467, KIF3C, KIT, KLF4, KLF6, LAMA4, LAMB1, LAMC1, LAPTM5, LBR, LDB2, LHFPL2, LIG1, LIMCH1, LIMD2, LIMS1, LIPA, LMO2, LOC100190986, LOC100294145, LOC145783, LOXL2, LPAR6, LRIG3, LRP10, LRP11, LRP5, LRRC32, LRRFIP1, LUZP1, MAGED2, MAML2, MAN1A1, MAN2A1, MAN2C1, MAP3K11, MAP3K3, MAP4K2, MAP4K4, MARCH3, MARCKS, MAST4, MCMBP, MDK, MEF2C, MEIS2, MESDC1, MIDN, MMP16, MMS22L, MPDZ, MRPL52, MSN, MTIF3, MTSS1, MYO1B, MYO5C, NARF, NAV1, NAV3, NEAT1, NEDD9, NET1, NFAT5, NFIB, NFKB1, NID1, NMRK1, NOSTRIN, NOTCH1, NR2F1, NR2F1-AS1, NR2F2, NRP1, NRP2, NT5DC2, NTAN1, NUDT14, NUP50, OAS1, OLFML3, ORAI2, PALD1, PCDH17, PDE4B, PDE8A, PDK4, PDLIM7, PEA15, PEAR1, PELI1, PELI2, PFN1, PGM2L1, PGS1, PHLDB2, PIEZO2, PIGK, PIM3, PIP4K2A, PIP5K1C, PLAT, PLD2, PLEKHA1, PLEKHO2, PLS3, PLVAP, PLXNA2, PLXND1, PMAIP1, PMEPA1, PNP, POC5, POLE4, PPM1F, PPM1G, PRCP, PRDM4, PREX1, PRKAB1, PRKD2, PRR5, PTPRE, PTPRM, PTRF, PXDC1, PXDN, PXN, RAB31, RAB4A, RACGAP1, RALA, RALB, RALGAPA2, RAMP2, RAP2A, RAP2C, RAPGEF5, RAPGEF6, RAPH1, RARB, RASIP1, RBMS1, RDX, REL, REPIN1, RFC3, RGL1, RGS3, RGS5, RHOJ, RIN3, RNASEH2A, RNF185, RPS6KA2, RTKN, S100A11, S100A13, S100A16, SASH1, SBDSP1, SCO1, SEMA6A, SEPN1, SETD8, SGOL2, SH2B3, SH2D3C, SH3TC1, SHANK3, SHC1, SKAP2, SLC12A7, SLC27A3, SLC41A3, SLC9A3R2, SMAD1, SMAGP, SMAP2, SMG5, SMIM13, SMTN, SNCG, SNRK, SOCS3, SP100, SPAG9, SPIN4, SPRY1, SPTBN1, SRD5A3, SSFA2, SSH1, ST3GAL6, ST6GAL1, STIM2, STON2, TAB1, TAGLN2, TANC2, TBC1D1, TCIRG1, TEK, TFPI, TFPI2, TGFBR2, THEM6, THSD1, THY1, TIMELESS, TIMP3, TJP1, TLE1, TM4SF1, TMCO3, TMEM173, TMEM184B, TMEM204, TMEM237, TMEM37, TMEM44, TMEM88, TMEM8A, TMSB4X, TNFAIP2, TNFAIP8L1, TNFRSF1A, TP53, TP53I11, TP53I3, TP53TG1, TPP2, TPST2, TRAF3IP2, TRIM44, TRMT10A, TSPAN18, TSPAN4, TTC28, TTLL5, TUBA1C, TUBB2B, TUBB6, UBE2C, USB1, UTRN, VAMP5, VASH1, VAV3, VIM, VTI1B, WARS, WIPF1, WIPI1, WWTR1, XRCC4, YEATS2, ZCCHC24, ZDHHC7, ZEB1, ZKSCAN8, ZNF250, ZNF267, ZNF521, ZNF667, ZSWIM6 CNN2,F2R,COTL1,LIMD2,ITM2A,ANXA2 GSM4288846 3 Multilymphoid progenitor cell 0.0115774240231548 0.0113475959606242 8 102 597 0.0784313725490196 AARS2, AARSD1, ABCA7, ABCA9, ABCG2, ACAP1, ACIN1, ACRC, ADAMTS6, ADAP1, ADGRE1, ADGRL1, AES, AFF1, AFF3, AGAP6, AGER, AIF1, AKAP17A, AKAP7, AKAP8, ALOX12P2, AMHR2, AMN1, AMPD2, AMPH, ANKHD1-EIF4EBP3, ANKRD11, ANKRD13D, ANKS3, AP2A2, ARHGAP24, ARHGAP4, ARHGAP9, ARHGEF1, ARHGEF2, ARHGEF7, ARID5B, ARNT2, ARPP21, ARRB2, ATAD3B, ATF7IP2, ATHL1, ATM, ATN1, ATP10A, ATP11A-AS1, ATP13A4, ATP9A, AUTS2, AVIL, BASP1, BCAS4, BCL2A1, BCL6, BDP1, BMF, BRF1, BTG1, BTN2A1, BTN3A1, C10orf76, C11orf72, C15orf39, C15orf52, C16orf74, C19orf43, C19orf66, C2CD2L, C5AR1, C6orf48, C6orf99, CABLES2, CABP4, CACNA1C, CADM2, CAMK2G, CAMK4, CASZ1, CAV1, CBX4, CBX7, CCDC144CP, CCDC162P, CCDC6, CCDC85C, CCDC88B, CCDC92, CCHCR1, CCL4L1, CCZ1, CD37, CD6, CD79A, CDH9, CDKN2D, CDYL, CELF1, CHD3, CHRM3, CHRNA3, CIR1, CIRBP, CLEC4A, CLN3, CMC2, CMIP, CMPK2, CMYA5, CNOT1, CNTNAP1, COL24A1, COTL1, CREG2, CRELD2, CROCC, CROCCP2, CRY2, CSF2RA, CSMD1, CSN1S1, CSNK1E, CSNK1G2, CSRNP1, CTSD, CUBN, CUTA, CXCL10, CXCL16, CXXC5, CYFIP2, DARS-AS1, DDAH2, DDX23, DGKA, DGKD, DGKQ, DHFRL1, DHX30, DHX8, DIP2B, DLGAP1-AS1, DLGAP4-AS1, DNAL1, DNASE1, DNASE2, DNHD1, DNM1, DOC2GP, DOK2, DPF1, DPP9, DTX3, DUSP1, DUSP2, DUSP22, DUSP4, DVL1, DYNLL2, DYRK2, EFNB2, EFR3B, EGLN2, EIF1AX-AS1, EIF2S2P3, EIF3EP1, EIF4A1, ELK1, ELP5, EMC8, EPB42, EPHA1-AS1, EVL, EXT1, EZH1, FAM103A1, FAM106A, FAM129C, FAM134B, FAM157C, FAM219A, FAM222B, FAM69A, FAM83D, FAM83G, FBRS, FBRSL1, FBXO38, FCAR, FCGR3B, FCHSD2, FCRL1, FFAR1, FFAR2, FLYWCH1, FMN1, FMNL1, FMNL3, FOSB, FOXN3, FPGT-TNNI3K, FURIN, FZD8, GALNT2, GALNT6, GCA, GFOD1, GLTSCR2, GNA12, GNAI2, GNPTAB, GOLGA2, GON4L, GRIK1, GSDMB, GSTP1, GUSBP2, GVINP1, GYPB, HECW2, HERPUD1, HES1, HHLA1, HIC1, HIST1H2BK, HIST1H4C, HIST1H4I, HIVEP1, HIVEP3, HLA-B, HMGCS1, HMHA1, HNRNPUL1, HOXA3, HOXA5, HVCN1, ICAM1, ID2, IER2, IER5, IFFO2, IFI44L, IFNG, IFNGR2, IGF1, IGF1R, IGF2R, IGFBP6, IL10, IL17RA, IL18RAP, IL1R2, IL23A, IL24, IL7R, INADL, INO80, INPP5K, IQGAP2, ITGB2, ITPKB, JARID2, JUNB, JUND, KCNMB1, KDM2A, KDM2B, KDM7A, KIAA0355, KIAA0430, KIAA0556, KIAA1024, KIAA2013, KIR3DX1, KLF7, KLRB1, KMT2B, LAIR1, LAIR2, LCK, LEF1, LENG8-AS1, LGSN, LIMS2, LINC00304, LINC00869, LINC01554, LMBR1L, LMF2, LMLN, LRCH1, LRG1, LRRC43, LRRC69, LRRK1, LRWD1, LSM14B, LSM7, LTB, LY86, MAF, MAFB, MAGEE1, MALAT1, MAML2, MAN1A2, MANEA-AS1, MAP1A, MAP3K11, MAP3K7CL, MAP4K4, MAPKBP1, MB, MBD6, MDGA2, MED13L, MEF2C, MEX3C, MFSD4, MGAM, MGRN1, MIDN, MKNK1, MLLT6, MLXIP, MMP9, MN1, MNT, MOB3A, MOK, MPHOSPH8, MPRIP, MREG, MRPL55, MRPS24, MSL1, MTURN, MVD, MVK, MYO9B, MYPOP, MZF1-AS1, NAA60, NATD1, NEDD9, NEGR1, NEIL1, NFATC2, NFIA-AS2, NFKBIA, NHLRC3, NKIRAS1, NLRP1, NOTCH1, NR3C1, NRCAM, NRDE2, NSUN2, NUAK2, NYNRIN, OCEL1, OCIAD2, OSTN, OVGP1, PAFAH2, PAG1, PAK1, PALB2, PALD1, PALLD, PANX2, PAQR6, PBXIP1, PCDH9, PCSK5, PDE7A, PDE9A, PER1, PET100, PFDN5, PHKA2, PI4KA, PIEZO1, PIK3C2B, PIK3R1, PILRB, PIM2, PIM3, PIP5KL1, PITHD1, PLA2G6, PLEKHA2, PLEKHO1, PLLP, PLXND1, POLR2J3, POMT1, POU2F2, PPAP2C, PPBP, PPP1R10, PPP1R12C, PPP1R13L, PPP1R16B, PRKACA, PRKCQ-AS1, PRKD2, PRKRIP1, PRKRIRP3, PRMT6, PTGER4, RAB31, RAB33A, RAB4B, RANBP10, RAPGEF1, RASAL3, RASSF5, RBM17, RBM38, RBPMS, RELB, RERE, REXO1L1P, RFC1, RGL4, RGS1, RHOH, RHOT2, RHPN1, RNASET2, RNF220, RNU6-645P, RPAIN, RPL32P3, RPS27, RPS4XP16, RPS6KA2, RRAGC, RSPH4A, RSRC1, RUNX3, RWDD1, SAP30L-AS1, SASH3, SAT2, SCN11A, SCRG1, SEMA3C, SENCR, 9-Sep, SERPINF1, SETD1B, SGIP1, SH3GL1P1, SIN3B, SIPA1, SIVA1, SLC13A4, SLC15A4, SLC25A5-AS1, SLC30A5, SLC35E3, SLC38A1, SLC43A2, SLC4A4, SLC7A6, SLC8A1-AS1, SLC8B1, SLC9A3R1, SLCO5A1, SLITRK5, SMARCA4, SMIM3, SNHG6, SNHG7, SNHG9, SNRNP70, SNX33, SON, SOX11, SOX2-OT, SOX4, SP110, SPACA6P, SPAG5, SPATA21, SPECC1, SPON1, SPRTN, SRP72P2, SRSF4, SSBP3, SSH2, SSSCA1, ST20-AS1, ST3GAL1, STAT6, STK10, STK4, STRBP, STRN4, STX3, STX6, SUSD1, SYN3, SYT4, TAF5, TBC1D17, TBX10, TBX19, TCF3, TCF4, TCF7, TCF7L2, TECPR1, TENM1, TFE3, THBS3, TMC8, TMEM106A, TMEM136, TMEM156, TMEM192, TMEM38A, TMSB10, TNFAIP3, TNFRSF1B, TNFSF11, TNS3, TOP3A, TP53I11, TPM2, TPT1-AS1, TRAF4, TRAPPC2B, TRAT1, TRBC2, TRBV23-1, TRIAP1, TRIB2, TRIM71, TSC22D1, TSC22D3, TTBK2, TTC13, TTC21A, TTN, TUSC7, UBE2Z, UGT3A2, ULBP1, ULK1, UPF2, USF2, USP36, UTP14C, VAMP2, VHL, VPS13D, VPS37B, WDR20, WDR53, WDR66, WFS1, WIPF2, WWOX, XIRP2, YPEL3, YTHDF1, YTHDF3-AS1, ZBTB4, ZBTB7A, ZBTB8A, ZC3H13, ZFAND2A, ZFAS1, ZFP36L1, ZMAT3, ZNF12, ZNF133, ZNF230, ZNF274, ZNF430, ZNF444, ZNF526, ZNF532, ZNF606, ZNF608, ZNF626, ZNF740, ZNF843, ZP1, ZSCAN30, ZSWIM8, ZYX HLA-B,ITGB2,RPS27,DUSP2,IFNG,RHOH,COTL1,TRAT1 GSM4288846 3 CD141+CLEC9A+ dendritic cell 0.0288461538461538 2.34497364631769e-05 6 102 112 0.0588235294117647 ACSS2, ACTN1, ADAM28, ANPEP, APOL1, APOL3, ASAP1, ASB2, AX747832, B3GNT7, BATF3, BCL6, BTLA, C1ORF21, C1ORF54, CADM1, CAMK2D, CCND1, CD38, CD40, CD59, CD93, CLEC9A, CLNK, CPNE3, CPVL, CSRP1, CTTNBP2NL, CYB5R3, CYP2E1, DENND1B, DHRS3, DNASE1L3, DPP4, DSE, DST, DUSP10, DUSP2, EHD4, ELOVL5, ENPP1, FAM135A, FAM160A2, FAM190A, FCRL6, FLT3, FNBP1, FUCA1, GCET2, GSTM4, GYPC, HAVCR2, HLA-DOB, HLA-DPA1, HLA-DPB1, HLA-DPB2, HLA-DQB, HLA-DQB1, ID2, IDO1, IDO2, INF2, KCNK6, KIAA1598, KIF16B, LACC1, LGALS2, LIMA1, LMNA, LOC541471, LOC645638, LRRC18, MTERFD3, NAV1, NCALD, NDRG2, NET1, OSBPL3, PAFAH1B3, PALM2, PDE4DIP, PDLIM1, PDLIM7, PIK3CB, PLCD1, PPA1, PPM1H, PPM1M, PQLC2, PRELID2, PTK2, RAB11FIP4, RGS10, SCARF1, SLAMF7, SLAMF8, SLC24A4, SLC9A9, SNX22, SNX3, STX3, TGM2, THBD, TLR10, TMEM14A, TRERF1, VAC14, VAV3, WDFY4, WHAMMP3, XCR1, ZNF366 HLA-DPA1,HLA-DPB1,DUSP2,HLA-DQB1,SLAMF7,FCRL6 GSM4288846 3 CD1C-CD141- dendritic cell 0.018348623853211 0.000366067525229052 8 102 342 0.0784313725490196 ABCC3, ABHD3, ABI3, ACOT9, ADRBK1, AGTRAP, AIF1, AK123771, AK124399, AK307192, AL137655, ALDH3B1, ALOX5, AMPD2, AP2A1, APOBEC3A, APOL6, ARAP1, ARAP2, ARHGEF3, ARL4A, ARRB1, ARRB2, ARRDC3, ASAH1, ATP1B3, BACH1, BCL2A1, BID, BIN2, BLOC1S3, BLVRA, C10ORF46, C10ORF54, C11ORF21, C15ORF39, C19ORF38, C20ORF112, C3AR1, C5AR1, C9ORF72, CABP4, CALML4, CAMK1, CAMKK2, CASP1, CASP4, CCM2, CCPG1, CD244, CD300A, CD300E, CD300LF, CD52, CD68, CD79B, CD97, CDC42EP3, CDH23, CDKN1C, CFD, CHST15, CKB, CLEC12A, CLEC4F, CLEC7A, CMTM7, CNIH4, CORO2A, CPPED1, CSF1R, CSGALNACT2, CSK, CTSL1, CTSS, CX3CR1, CXCL16, CYTIP, DDX58, DDX60, DDX60L, DENND3, DENND5A, DKFZP451J181, DMXL2, DNAJB1, DNASE2, DOK2, DOK3, DPEP2, DRAP1, DUSP1, DUSP6, EHD1, EMR1, EMR2, ERICH1, EVL, FAM110A, FAM126A, FAM26F, FAM45B, FAM46A, FCAR, FCGR2A, FCGR2C, FCGR3A, FCGR3B, FCN1, FGD3, FGD4, FGR, FLNA, FOXO1, FPR1, FTH1, FTL, FYB, GBP1, GBP2, GBP4, GBP5, GIMAP1, GIMAP2, GIMAP4, GIMAP7, GLUL, GNG2, GNS, GPBAR1, GPR155, GRAMD1A, HCK, HEG1, HK1, HK3, HLA-E, HMOX1, HSBP1, HSPA7, ICAM2, ICAM4, IFI30, IFI6, IFIT2, IFIT3, IFITM1, IFITM2, IFITM3, IFNGR2, IL12RB1, IMPDH1, INSIG1, IRAK3, IRF1, ISG15, ITGAL, ITGB1, ITM2B, KDM1B, KIAA0513, KLF11, KLF3, KSR1, L1TD1, LCP2, LGALS3, LILRA2, LILRA5, LILRA6, LILRB1, LILRB2, LIMS1, LOC100133161, LOC200772, LOC388312, LRP1, LRRC25, LST1, LTA4H, LY6E, LYN, LYST, MAFB, MAGED2, MAP3K1, MARCKS, MBD2, MCTP1, MEFV, MPP1, MS4A4A, MS4A7, MSN, MT2A, MTSS1, MXD3, MYO1G, MYOF, NAAA, NADK, NAMPT, NAP1L1, NBEAL2, NCF2, NDUFB3, NEAT1, NECAP2, NEURL, NFAM1, NFKBIZ, NINJ1, NLRP1, NPL, NR4A1, NUDT16, OAS1, P2RX1, P2RY13, PAG1, PDLIM5, PDP1, PECAM1, PELI1, PHTF2, PIEZO1, PIK3AP1, PIK3IP1, PILRA, PITPNM1, PLEKHO2, PLIN2, PLXNC1, PNPLA6, POU2F2, PPM1F, PRAM1, PSAP, PSTPIP2, PTGER2, PTGER4, PTP4A3, PTPN13, PTPN6, PTPRC, PYGL, RAB10, RAB24, RAB37, RAB3D, RALB, RAP1B, RAP1GAP2, RASGRP4, RELT, RHOC, RNF144B, RNF149, RXRA, S100A11, S100A4, SAMSN1, SASH1, SAT1, SCIMP, SCPEP1, SDCBP, SERPINA1, SGPL1, SH2D1B, SH3BP2, SIDT2, SIGLEC10, SIRPB1, SIRPB2, SLA, SLC11A1, SLC2A6, SLC31A2, SLC44A2, SLC7A7, SMAP2, SNX18, SOD2, SPN, SSH2, STK10, STK38, STX11, STXBP2, SULT1A1, SVIL, SWAP70, SYTL1, TAGLN, TBC1D8, TBCD, TBXAS1, TCF7L2, TCIRG1, TESC, TIAM1, TIMP1, TKT, TLE4, TLR2, TLR4, TMBIM1, TMC6, TMEM11, TMEM134, TMEM154, TMEM176B, TMPO, TMTC1, TNFRSF14, TNFRSF1B, TNFSF10, TSC22D3, TSPAN14, TSPAN32, TTYH3, TUBA1A, TXNIP, TYMP, TYROBP, UBXN11, UNC13D, UPP1, VAMP5, VASP, VMP1, VPS53, WARS, WDFY1, WDR11, WSB1, YPEL2, ZCCHC6, ZEB2, ZFAND5, ZNFX1 LYST,MT2A,PTPRC,GIMAP4,ARAP2,GIMAP7,DNAJB1,IRF1 GSM4288846 3 Monocyte 0.0240437158469945 1.7308954269879e-10 22 102 835 0.215686274509804 ABTB1, ACAA1, ACAP2, ACPP, ACSL1, ACSL3, ACTN1, ACTR2, ADAM17, ADAM8, ADGRE1, ADGRE2, ADGRE3, ADM, ADORA2A-AS1, ADRBK2, AGFG1, AGPAT2, AGTRAP, AHNAK, AHR, AIF1, AIMP1, AKIRIN2, ALDH2, ALDH3B1, ALDOA, ALOX5, ALOX5AP, ANKLE2, ANKRD13D, ANPEP, ANXA1, ANXA11, ANXA2, ANXA5, AP1S2, APLP2, APOBEC3A, APOBR, AQP9, ARF5, ARHGAP26, ARHGDIB, ARL5B, ARPC1B, ARPC2, ARPC3, ARPC5, ARRB2, ARRDC1, ASAH1, ASGR1, ASGR2, ATF1, ATG16L2, ATG3, ATOX1, ATP11A, ATP13A3, ATP2B1, ATP5EP2, ATP5J2, ATP5L, ATP6AP2, ATP6V0B, ATP6V0D1, ATP6V0E1, ATP6V1B2, ATXN1, ATXN7L3, AUP1, AZI2, BACH1, BASP1, BATF3, BAX, BCL2A1, BCL3, BCL6, BEST1, BID, BLVRB, BNIP3L, BRI3, BRK1, BST1, BTF3L4, BTG1, BTG2, C10orf54, C14orf2, C15orf48, C16orf54, C16orf74, C19orf38, C1orf162, C1orf228, C20orf24, C3AR1, C4orf3, C4orf48, C5AR1, C6orf226, C9orf72, CACNA2D3, CALM2, CAP1, CAPG, CAPNS1, CAPZA2, CARD16, CARD19, CARS2, CASP1, CASP4, CAST, CBWD1, CCL20, CCL3L3, CCND3, CCNI, CCNL1, CCPG1, CCR1, CCRL2, CD14, CD1D, CD300C, CD300E, CD300LF, CD302, CD37, CD4, CD44, CD48, CD52, CD53, CD55, CD63, CD68, CD74, CD83, CD86, CD93, CDA, CDC42, CDC42EP2, CDC42EP3, CDKN1A, CEBPB, CEBPD, CEBPE, CES1, CFD, CFLAR, CFP, CHCHD10, CHCHD7, CHMP4B, CHP1, CHPT1, CHSY1, CHTF8, CITED2, CKAP4, CKLF, CLEC12A, CLEC4A, CLEC4E, CLEC5A, CLEC7A, CLIC1, CLTB, CMTM2, CMTM6, CMTM7, CNPY3, COMMD6, CORO1A, CORO2A, COTL1, COX17, COX5A, COX5B, COX6B1, COX7B, COX8A, CPPED1, CPVL, CRIP1, CRISPLD2, CSF2RA, CSF3R, CSGALNACT2, CSNK1A1, CSRNP1, CST3, CSTA, CTDSP1, CTSB, CTSD, CTSH, CTSS, CUX1, CWC25, CXCL1, CXCL16, CXCL3, CXCL8, CYBA, CYBB, CYP1B1, CYP46A1, CYTIP, DAZAP2, DDX3X, DDX60L, DENND3, DES, DGAT2, DIAPH1, DMXL2, DNAAF1, DNAJA1, DNTTIP2, DOCK2, DOCK5, DPEP2, DPH3, DPYD, DSE, DUSP1, DUSP6, EBLN2, EDEM1, EFHD2, EHD1, EIF1B, EIF4G2, ELF1, EMILIN2, EMP3, EPM2AIP1, EPN1, EREG, ERP29, ERP44, ESYT2, ETS2, EVI2A, EVI2B, FAM101B, FAM102B, FAM129B, FAM195A, FAM26F, FAM49A, FAM49B, FAM65B, FBP1, FBXL5, FCAR, FCER1G, FCGR1A, FCGR2A, FCGR3A, FCGR3B, FCGRT, FCN1, FFAR2, FGD4, FGL2, FGR, FKBP1A, FKBP1C, FKBP8, FMNL1, FOSB, FOSL1, FOXO3, FPR1, FPR2, FXYD5, FYB, G0S2, GAA, GABARAPL2, GAPT, GAS7, GBP2, GCA, GIMAP4, GK, GLIPR1, GLIPR2, GLRX, GLT1D1, GLUL, GMFG, GMIP, GNAI2, GNAI3, GNB2, GNG5, GNS, GPAT3, GPBAR1, GPBP1, GPCPD1, GPR84, GPSM3, GPX1, GRB2, GRINA, GRN, GRPEL1, GSTO1, H3F3C, HAL, HCAR3, HCK, HCLS1, HCST, HEBP2, HIF1A, HK2, HK3, HLA-A, HLA-B, HLA-C, HLA-DMA, HLA-DRA, HLA-DRB1, HLA-DRB5, HLA-E, HNMT, HP, HPSE, HSD17B11, HVCN1, ICAM3, IER2, IER3, IFI30, IFITM2, IFNGR1, IFNGR2, IGF2R, IGSF6, IL10RA, IL10RB-AS1, IL17RA, IL1A, IL1B, IL1RAP, IL1RN, IL6R, IQGAP1, IQSEC1, IRAK3, IRG1, ITGAM, ITGAX, ITGB2, ITM2B, ITPRIP, IVNS1ABP, JAK1, JAML, JMJD1C, JTB, JUND, KB-1507C5.4, KDM6B, KLF4, KLF6, KMT2C, KRT23, KYNU, LAMP2, LAMTOR1, LAMTOR2, LAMTOR4, LAMTOR5, LAPTM5, LAT2, LBR, LCP1, LDLR, LGALS1, LGALS3, LILRA1, LILRA2, LILRA4, LILRA5, LILRB1, LILRB2, LILRB3, LIMD2, LIMS1, LIN7A, LINC00694, LIPN, LITAF, LRG1, LRP1, LRPAP1, LRRC25, LRRFIP1, LRRK2, LSM6, LSP1, LST1, LTA4H, LTB4R, LUCAT1, LY86, LYN, LYPD3, LYST, LYZ, MAFB, MAN2B1, MAP1LC3B, MAP2K3, MAP7D1, MAPKAPK3, MARCKS, MCEMP1, MCL1, MCTP1, MEFV, MEGF9, METTL22, METTL9, MFSD1, MGAM, MID1IP1, MIDN, MIR22HG, MIR3945HG, MN1, MNDA, MPEG1, MRPL33, MS4A6A, MS4A7, MSL3, MSN, MSRB1, MT-ATP6, MT-CO3, MT-ND1, MT-ND2, MT-ND3, MT-ND4, MT-ND4L, MT-ND5, MTF1, MTHFS, MTMR11, MTPN, MTRNR2L1, MTRNR2L12, MTRNR2L6, MTRNR2L8, MX2, MXD1, MYADM, MYD88, MYO1F, MYO1G, NAAA, NABP1, NACC2, NADK, NAIP, NAMPT, NAPRT, NBN, NBPF19, NCF1, NCF2, NCF4, NCKAP1L, NCOR2, NDEL1, NDUFA1, NDUFA13, NDUFA2, NDUFB1, NDUFS6, NDUFS7, NDUFV3, NEAT1, NFAM1, NFKBIA, NFKBID, NFKBIZ, NINJ1, NLRC4, NLRP12, NLRP3, NOD2, NOP10, NR1H2, NUDT16, NUMB, NUP214, NUP98, OAZ1, ODF3B, OGFRL1, OLIG1, OLIG2, OLR1, ORM1, OSCAR, OSM, OTUD1, OXSR1, P2RX1, P2RY13, PABPC3, PADI2, PADI4, PAFAH1B2, PAK1, PALM2, PARVG, PCBP1, PCDHGA5, PDXK, PECAM1, PELI1, PFDN5, PGAM1, PGD, PGK1, PGLS, PGPEP1, PHACTR1, PHLDA2, PICALM, PILRA, PIM3, PKM, PKN1, PLAC8, PLAUR, PLBD1, PLD4, PLEK, PLK3, PLP2, PLSCR1, PLXDC2, PNP, PNPLA8, PNRC1, POLE4, POLR2J, POR, POSTN, POU2F2, PPIF, PPP1R15A, PPT1, PRAM1, PRDX5, PRELID1, PRKAG2-AS1, PRKCB, PROK2, PRR13, PRRX1, PSAP, PSEN1, PSMA4, PSMB10, PSMB7, PSMB8, PSME1, PSTPIP1, PTAFR, PTGES, PTGS2, PTP4A1, PTP4A2, PTPN6, PTPRC, PTPRE, PTX3, PYCARD, PYGL, QKI, QPCT, QSOX1, RAB11FIP1, RAB20, RAB27A, RAB31, RAB3D, RAC1, RAC2, RAE1, RALGDS, RAP1B, RASA2, RASGRP4, RBM47, RBMS1, RBP7, RELT, RETN, RGL4, RGS10, RGS19, RGS2, RILPL2, RIN3, RIPK2, RNASE2, RNASE6, RNASET2, RNF13, RNF130, RNF141, RNF144B, RNF149, RNF167, RNH1, RSL24D1, RTN3, RTN4, RXRA, S100A10, S100A11, S100A12, S100A4, S100A6, S100A8, S100A9, S100P, S100Z, SAMHD1, SAMSN1, SAT1, SAT2, SCIMP, SCN4B, SCO2, SCPEP1, SDCBP, SDHB, SEC62, SELK, SELL, SELT, SEMA4A, SERP1, SERPINA1, SERPINB1, SERPINB2, SERPINB6, SERPINB8, SERPINB9, SFT2D1, SH2B2, SH3BGRL3, SH3KBP1, SHKBP1, SHTN1, SIDT2, SIGLEC14, SIGLEC5, SIGLEC7, SIGLEC9, SIRPB1, SKIL, SKP1, SLA, SLC11A1, SLC15A3, SLC16A3, SLC16A5, SLC16A6, SLC24A4, SLC25A37, SLC2A3, SLC2A6, SLC31A2, SLC36A4, SLC3A2, SLC43A2, SLC4A1AP, SLC7A7, SLCO3A1, SLU7, SMARCD3, SMCO4, SMPDL3A, SNX10, SNX2, SNX27, SNX3, SOCS3, SOD2, SORL1, SP2-AS1, SPAG9, SPARC, SPATA13, SPG21, SPI1, SPOPL, SQRDL, SRA1, SRGN, SRSF3, SRSF5, SSR1, SSSCA1, STAT6, STEAP4, STK17B, STK40, STX11, STX3, STXBP2, SULF2, SULT1A1, SYAP1, SYN1, SYTL1, TACC3, TAF13, TAGLN2, TALDO1, TANK, TAX1BP1, TBC1D8, TCIRG1, TESC, TGFBI, THBS1, THEMIS2, TICAM1, TIMP1, TKT, TLCD2, TLR2, TLR4, TLR8, TM2D3, TM9SF2, TMBIM4, TMBIM6, TMEM154, TMEM167A, TMEM170B, TMEM176B, TMEM258, TMEM59, TMEM91, TNFAIP2, TNFAIP3, TNFAIP6, TNFRSF10B, TNFRSF12A, TNFRSF1A, TNFRSF1B, TNFRSF8, TNFSF13B, TNIP1, TNNI2, TOM1, TOMM7, TP53BP2, TPI1, TPM3, TRA2A, TREM1, TRIB1, TRIM25, TRMT6, TRPM4, TRPS1, TSC22D3, TSPO, TXN, TYMP, TYROBP, UBA52, UBE2D1, UBE2D3, UBE2V2, UBL7, UCKL1-AS1, UPK3A, UQCR11, UQCRB, USP10, USP15, USP3, UTF1, VAMP8, VASP, VCAN, VCL, VDR, VENTX, VIM, VIM-AS1, VIPR1, VMP1, VNN1, VNN2, VNN3, VPS29, VSTM1, WARS, WAS, WBP4, WIPF1, WSB1, YPEL5, ZEB2, ZFAND5, ZFP36, ZNF106, ZNF267, ZNF385A, ZYX PLEK,HLA-A,CD74,HLA-DRB1,HLA-B,ITGB2,LYST,HLA-C,HLA-DRB5,HLA-DRA,HCST,PTPRC,GIMAP4,LITAF,HLA-DMA,AHNAK,CD44,COTL1,PSTPIP1,LIMD2,ANXA2,RAB27A GSM4288846 3 Lake et al.Science.Ex2 0.00900900900900901 0.049856289249119 1 102 10 0.00980392156862745 ADCY8, BEND4, CLMN, COL5A2, LAMA2, OVOL2, PAH, PCED1B, SYT10, TRHDE PCED1B GSM4288846 3 Lake et al.Science.In5 0.00925925925925926 0.0351636035056012 1 102 7 0.00980392156862745 FREM2, HCRTR2, MYB, PDGFD, TMEM255A, TOX, TXK TOX GSM4288846 4 Airway secretory cell 0.00934579439252336 0.0254886601346573 1 103 5 0.00970873786407767 AQP3, MUC5AC, MUC5B, PIGR, SCGB1A1 AQP3 GSM4288846 4 T cell 0.0188679245283019 0.000260019907911468 2 103 5 0.0194174757281553 CD27, CD28, CD3D, CD3E, CD3G CD27,CD28 GSM4288846 4 CD4+ T cell 0.0288461538461538 5.28642421504522e-07 3 103 4 0.029126213592233 CD4, CTLA4, FOXP3, IL2RA CTLA4,FOXP3,CD4 GSM4288846 4 CD8+ T cell 0.00952380952380952 0.0153713337182009 1 103 3 0.00970873786407767 CD4, CD8A, CD8B CD4 GSM4288846 4 Regulatory T (Treg) cell 0.0288461538461538 5.28642421504522e-07 3 103 4 0.029126213592233 CD4, CTLA4, FOXP3, IL2RA CTLA4,FOXP3,CD4 GSM4288846 4 Naive T cell 0.019047619047619 0.000156538604880296 2 103 4 0.0194174757281553 CCR7, CD27, CD8A, CD8B CCR7,CD27 GSM4288846 4 CD4+ memory T cell 0.0192307692307692 7.85336236508449e-05 2 103 3 0.0194174757281553 CCR7, CD27, IL7R CCR7,CD27 GSM4288846 4 Microglial cell 0.0291595197255575 6.42312092402619e-10 17 103 497 0.16504854368932 A2M, ABCG2, ABHD12, ABI3, ACTR2, ACY3, ADAM28, ADAM9, ADAP2, ADORA3, ADRB2, AIF1, ALOX5, ALOX5AP, ANXA11, ANXA4, ANXA5, AOAH, AP1B1, APBB1IP, APLP2, APOC1, APOE, APPL2, ARHGAP12, ARHGAP4, ARHGAP9, ARHGDIB, ARPC1B, ARRB2, ASAH1, ATAT1, ATM, ATP6V0E1, ATP8B4, AXL, B2M, B3GNT5, BCL11A, BEX1, BHLHE41, BIN1, BIN2, BLNK, BLVRB, BRI3, BST2, BTG2, C10orf128, C10orf54, C12orf75, C1orf61, C1QA, C1QB, C1QC, C2, C20orf27, C3, C3AR1, C5AR1, CAP1, CAPZB, CASP1, CCL3, CCL4, CCL4L2, CCND1, CCR1, CD14, CD164, CD24, CD300A, CD36, CD37, CD4, CD53, CD63, CD68, CD74, CD81, CD83, CD84, CD86, CEBPA, CEBPD, CECR1, CH25H, CMTM6, CMTM7, CNN3, CNPY3, COLGALT1, CORO1A, CPED1, CPVL, CREBL2, CREG1, CRYBB1, CSF1R, CSF3R, CSRP2, CTSA, CTSB, CTSC, CTSD, CTSL, CTSS, CX3CR1, CXCL16, CYBA, CYBB, CYFIP1, CYTH4, DAB2, DBN1, DCX, DHRS3, DHRS9, DNAJB1, DNPH1, DOCK2, DOCK4, DOCK8, DPP7, DUSP1, DYNLT1, EGFL7, EGR1, EGR2, EGR3, ELAVL4, ELF1, ENTPD1, EVI2A, FABP5, FABP7, FAM105A, FAM78A, FAM96A, FBLN1, FCER1G, FCGR1A, FCGR1B, FCGR1C, FCGR2A, FCGR3A, FCGRT, FES, FGD2, FLI1, FMNL3, FOLR2, FOS, FOSB, FPR1, FRMD4A, FTL, FXYD6, FYB, GAA, GADD45B, GAL3ST4, GALNT1, GAS6, GATM, GGA2, GGTA1P, GIMAP4, GLIPR1, GLUL, GM2A, GMFG, GNAI2, GNB4, GNG5, GNG7, GPM6A, GPN3, GPR183, GPR34, GPSM3, GPX1, GRN, GSN, GSTA4, GSTK1, GYPC, HAVCR2, HCK, HCLS1, HCST, HERPUD1, HEXA, HEXB, HIST1H1C, HLA-B, HLA-C, HLA-E, HN1, HPGDS, HSPA1A, HSPA1B, HTRA1, HVCN1, IER2, IER3, IFI16, IFI30, IFITM2, IFNGR1, IGF1, IGFBPL1, IGFLR1, IGSF6, IKZF1, IL10RA, IL13RA1, IL16, IL17RA, IL6R, IL6ST, INPP5D, IPCEF1, IRF8, ITGAM, ITGAX, ITGB2, ITM2B, ITM2C, ITPR2, JAG1, JUN, JUNB, KCTD12, KIAA0226L, KLF2, KLF6, LAIR1, LAMP1, LAMP2, LAPTM5, LAT2, LCP1, LGMN, LHFPL2, LILRB4, LIMS1, LINC00461, LINC00936, LINC00996, LINC00998, LINC01094, LINC01158, LINC01551, LIPA, LOC100506388, LOC100996255, LOC101929497, LOC284454, LPAR5, LPAR6, LPCAT2, LPIN2, LRMP, LST1, LTC4S, LY86, LY96, LYN, LYST, MAF, MAGED1, MAN2B1, MANBA, MAST3, MBNL1, MDK, MED12L, MEF2A, MEIS2, MERTK, METTL7A, MFSD1, MGAT1, MGAT4A, MGST2, MILR1, MIS18BP1, MKNK1, MLLT11, MNDA, MPEG1, MPP1, MRC1, MS4A7, MSN, MYH9, MYL12A, MYLIP, MYO1F, NAA20, NABP1, NAGA, NAIP, NCF4, NCKAP1L, NEAT1, NEU1, NEUROD6, NFIB, NFKBIA, NGFRAP1, NGRN, NINJ1, NNAT, NPC2, NPL, NR3C1, NR4A1, NR4A2, NRIP1, NSG1, OAS1, OCIAD2, OLFML3, OLR1, OSTF1, OTUD1, P2RX4, P2RY12, P2RY13, P3H2, PAFAH1B3, PAG1, PALD1, PARVG, PDGFB, PDK4, PDPN, PFN1, PFN2, PLA2G15, PLA2G7, PLCB2, PLD3, PLD4, PLEK, PLTP, PLVAP, PLXDC2, PNMA1, POLD4, PPA1, PPP1R18, PPT1, PRDX2, PRR13, PSAP, PSMB10, PTAFR, PTGS1, PTPN6, PTPRC, PTPRE, PTPRZ1, PYCARD, RAB29, RAB31, RAB32, RAB3IL1, RAPGEF6, RASSF4, RB1, RBMS1, RBP1, RCN3, RCSD1, REEP4, RGS1, RGS10, RGS19, RGS2, RHBDF2, RHOB, RHOG, RIN2, RNASE6, RNASET2, RNF13, RNF130, RNF135, RNF213, RPAIN, RPS6KA1, RTN1, RUNX1, RYR1, S100A11, SALL1, SAMSN1, SASH3, SAT1, SCAF11, SCAMP2, SCG3, SELPLG, SERPINA1, SERPINB6, SERPINF1, SESN3, SFMBT2, SFT2D1, SGK1, SH2B3, SIGLEC10, SIGLEC8, SIPA1L2, SIRPA, SLC15A3, SLC29A1, SLC29A3, SLC7A7, SLC7A8, SLC9A9, SLCO2B1, SMAP2, SOCS6, SORL1, SOX11, SOX4, SP100, SPP1, SPRED1, SRGN, STAB1, STMN1, STOM, STXBP2, SWAP70, SYK, SYNE2, SYNGR2, SYT1, TACC1, TAGAP, TAGLN3, TAL1, TAPBP, TBXAS1, TCF4, TCIRG1, TFEC, TGOLN2, TIMP2, TLN1, TLR10, TLR4, TLR7, TM6SF1, TMBIM1, TMC6, TMEM119, TMEM161B-AS1, TMEM173, TMEM52B, TMIGD2, TMIGD3, TMSB15A, TNFAIP8L2, TNFRSF1A, TNFRSF1B, TPP1, TPT1, TREM2, TSC22D1, TSC22D3, TSPAN13, TUBA1A, TUBB2B, TUBB3, TYROBP, UCP2, VAMP8, VAV1, VMP1, VSIG4, WAS, WASF2, WDR91, XBP1, YWHAQ, ZBTB20, ZFHX3, ZFP36, ZFP36L1, ZFP36L2, ZMYM6NB IL6R,ITGB2,CD4,GPR183,TMEM173,KLF2,DNPH1,IL6ST,CTSB,MAF,UCP2,LAPTM5,TNFRSF1B,RNASET2,RHOG,JUNB,CTSC GSM4288846 4 Naive CD8+ T cell 0.0851063829787234 0 16 103 101 0.155339805825243 ABLIM1, ACTN1, AIF1, APBA2, APEX1, ARHGAP45, ARHGEF18, ATM, BACH2, BEX4, C1orf162, C1orf228, C6orf48, CA6, CAMK4, CCR7, CD248, CD55, CEP68, COQ8A, DGKA, EEF2, EIF3E, EIF3L, EPHX2, EXOSC8, FAM102A, FAM117B, FAM60A, FKBP5, FOXP1, GAS5, GCSAM, GIMAP2, GLTSCR2, GPR155, GPR183, IGF1R, ITFG2, LDHB, LDLRAP1, LEF1, LEF1-AS1, LINC01550, LMO7, LRRC75A, LRRC75A-AS1, LRRN3, MAL, MAML2, MLXIP, MYC, NDFIP1, NELL2, NOG, NOSIP, NPAT, NPM1, NT5E, OXNAD1, PASK, PDE3B, PDK1, PIK3IP1, PLEKHB1, PRKCQ-AS1, PSIP1, R3HDM4, RACK1, RASGRP2, RCAN3, RIC3, RPS8, SCML4, SELL, SERINC5, SGSM3, SH3YL1, SMAP2, SNED1, SNURF, SPINT2, SPTBN1, STMN3, TCF7, THAP7, THEM4, TMEM123, TMEM204, TMEM63A, TNFSF8, TOMM7, TPCN1, TRABD2A, TRAP1, TRMT1, TXK, UBQLN2, VIPR1, WDR43, ZNF101 SELL,CCR7,LEF1,PASK,GPR183,MAL,LDHB,DGKA,THEM4,TCF7,FOXP1,LDLRAP1,NDFIP1,SH3YL1,NOSIP,PIK3IP1 GSM4288846 4 Mucosal-associated invariant T cell 0.0236686390532544 0.000468604785299531 4 103 70 0.0388349514563107 ADAM12, APOL3, B3GALT2, CCR1, CCR2, CCR6, CD160, CD40LG, CEBPD, CERK, COLQ, CTSH, DKK3, DPP4, DUSP1, EDEM2, ERN1, FKBP11, FLT4, GALC, GPR171, GPR65, GYG1, HACL1, HPGD, IFNGR1, IKZF2, IL12RB2, IL18R1, IL18RAP, IL23R, IL4I1, JAML, KLRB1, LOC643733, LST1, LTK, MBOAT1, ME1, MKNK1, NCR3, NFKBIA, NR1D1, NRIP1, OBFC1, ODF2L, P2RY14, PBXIP1, PDK3, PHACTR2, PNP, PRNP, RORA, RORC, RUNX2, SESN1, SLAMF1, SLC4A10, SPOCK2, SYTL2, TBC1D31, TC2N, TLE1, TMEM71, TMIGD2, TNF, TRAT1, TSPAN15, TTC39C, ZBTB16 PBXIP1,SPOCK2,SLAMF1,CD40LG GSM4288846 4 Exhausted CD8+ T cell 0.0330578512396694 1.60209105981579e-08 12 103 272 0.116504854368932 ABCG1, ACP5, ACSL4, ACTN4, AFAP1L2, AHI1, AIP, AKAP5, ANKRD10, ANXA5, APOBEC3C, APOBEC3D, APOBEC3F, APOBEC3G, ARHGAP9, ARID5B, ARL3, ARNT, ARPC1B, ASB2, ATP10D, ATP8B4, ATXN1, BATF, BCL2L11, BLOC1S2, BST2, BTG3, C17orf62, CALCOCO2, CALM3, CAMK1, CAPZA2, CASP3, CAT, CBLB, CCDC141, CCL3, CCND2, CD200, CD27, CD27-AS1, CD2BP2, CD38, CD63, CD7, CD70, CD82, CD84, CHST12, CLECL1, CLNK, CLSTN3, COQ10B, COTL1, CREM, CSF1, CSNK2B, CTLA4, CTNNA1, CTNNB1, CTSB, CTSD, CXCL13, CXCR6, DCAF11, DDX60, DGKH, DRAP1, DUSP4, EID1, ENTPD1, ENTPD1-AS1, EPSTI1, ETNK1, ETV1, EWSR1, FAM3C, FASLG, FIBP, FKBP1A, FKBP1A-SDCBP2, FUT8, GABARAPL1, GALM, GALNT2, GAPDH, GATA3, GBP1, GBP2, GBP4, GCNT1, GFOD1, GGA2, GLDC, GMDS, GOLIM4, GPD2, GSTO1, GTF2I, HAVCR2, HLA-DMA, HLA-DRA, HMOX1, HNRNPLL, ICAM3, ICOS, ID2, ID3, IFI16, IFI27L2, IFI35, IFI6, IFNG, IGFLR1, IKZF3, IL21R, IL2RB, INPP5F, IRF2, IRF9, ITGAE, ITM2A, JMJD4, KIF20B, KIR2DL4, KLRC4, KRT86, LAG3, LAT2, LAYN, LDHA, LIMK1, LIMS1, LINC00299, LINC00963, LSM2, LSP1, LY6E, LY6G5B, LYST, MAD2L2, MAP2K3, MAPKAPK3, MAPRE2, MCL1, MIR155, MIR155HG, MIR4632, MIR497HG, MIS18BP1, MS4A6A, MTHFD1, MTHFD2, MX1, MYO1E, MYO7A, NAB1, NAPA, NASP, NCF4, NDFIP2, NEDD9, NFAT5, NR4A2, NRBP1, NUDT5, OAS3, OASL, OS9, OSBPL3, P2RY10, PAM, PARK7, PARP14, PDCD1, PDE7B, PDLIM7, PELI1, PFKP, PHEX, PHLDA1, PHTF2, PKM, PLPP1, PLSCR1, PMF1, PMF1-BGLAP, PON2, PPM1G, PPM1M, PRDM1, PRDX5, PRKAR1A, PRKCH, PSMA5, PSME2, PSTPIP1, PTGIS, PTMS, PTPN11, PTPN22, PTPN7, RAB27A, RALGDS, RBPJ, RFX5, RGS1, RGS2, RHBDD2, RHOH, RIN3, RNF19A, RNF31, SAMD9L, SAMSN1, SARDH, SCO2, SEL1L3, SEMA4A, SHFM1, SIRPG, SKIV2L2, SLA, SLC2A8, SLC4A5, SNAP47, SNX17, SNX9, SP140, SPTAN1, SRGAP3, SRGN, SRI, SSH1, STAM, STARD4, STAT3, SUSD6, SYNGR2, TBC1D4, TBK1, TBL1XR1, TET2, TFRC, TIGIT, TNFAIP3, TNFRSF1B, TNFRSF9, TNFSF4, TNS3, TOX, TOX2, TPI1, TRAF5, TRAFD1, TRPS1, TTC24, TTYH3, TYMP, UBASH3B, UBE2L6, VAMP5, VCAM1, VMP1, WARS, WHRN, YARS, ZBED2, ZFP36L1, ZMYM5, ZNF79 CTLA4,TBC1D4,CD27,ARID5B,BATF,CD82,ICOS,CTSB,PHTF2,TNFRSF1B,IKZF3,ITM2A GSM4288846 4 Naive CD4+ T cell 0.0538461538461538 3.75002251473688e-10 7 103 34 0.0679611650485437 ABLIM1, ACTN1, C1orf162, C6orf48, CCR7, CD55, EEF1B2, EIF3L, FAM117B, FHIT, GIMAP5, GIMAP8, GPR183, IL7R, LDLRAP1, LRRC75A-AS1, LRRN3, MAL, MYC, NELL2, NOSIP, PRKCA, RPS5, RSL1D1, SATB1, SERINC5, SLC40A1, SVIL, TCF7, TESPA1, TMEM204, TRABD2A, TSHZ2, TXK CCR7,GPR183,MAL,TCF7,TESPA1,LDLRAP1,NOSIP GSM4288846 4 Exhausted CD4+ T cell 0.0465116279069767 7.18195503068841e-10 10 103 122 0.0970873786407767 ADAM19, AHI1, AKAP5, AKR1A1, ARHGAP9, ASB2, ATP5C1, ATP6V1A, ATXN1, BATF, BHLHE40-AS1, BST2, BTLA, C9orf16, CAMK1, CAPZB, CCDC50, CD38, CD82, CD84, CDKN2A, CHN1, CKAP2, CLTC, CREM, CTLA4, CTSD, CXCL13, DBNL, DNPH1, DR1, DUSP4, ENTPD1, EPSTI1, ETV7, F2R, FKBP1A-SDCBP2, FUT8, GALM, GAPDH, GBP4, GNG4, GSPT1, HAVCR2, HNRNPK, ICOS, IFI27L2, IFI35, IFNG, IGFLR1, IKZF3, IL21, ITGA2, ITM2A, KCNK5, LAP3, LASP1, LIMA1, LIMS1, LINC00963, LYST, MAF, MAP1LC3A, MAPKAPK3, METTL8, MIR155HG, N4BP2, NAB1, NDFIP2, NMI, NR3C1, NUTF2, OGG1, PDCD1, PDE7B, PHEX, PHTF2, PKM, PRKAG1, PRKAR1A, PSME2, PTPN11, PTTG1, RAB11FIP1, RABGAP1L, RBPJ, RGS1, RGS2, RHBDD2, RILPL2, RNF19A, SARDH, SFXN1, SHFM1, SIRPG, SLC6A6, SLC9A9, SMC5, SPOCK2, SQRDL, SRGN, ST8SIA1, SUSD6, SYNJ1, TBC1D2B, TBXAS1, TIGIT, TMEM2, TNFRSF18, TNFSF8, TOX, TOX2, TPI1, TRAF3, TRPS1, UBE2L6, UNQ6494, UQCRH, WARS, WSB2, ZBED2, ZEB1 CTLA4,SPOCK2,BATF,DNPH1,CD82,ICOS,MAF,PHTF2,IKZF3,ITM2A GSM4288846 4 Lymphoblast 0.00970873786407767 0.00514999999999988 1 103 1 0.00970873786407767 LEF1 LEF1 GSM4288846 4 FGFR1LowNME5- epithelial cell 0.0263157894736842 0.000160022115765823 4 103 53 0.0388349514563107 ACSF3, ARRDC2, C19orf48, CCDC15, CD52, CD69, CDIP1, CLCA2, CLOCK, CRTC1, CYTIP, DCAKD, DIAPH3, DNAJC4, FABP3, FAM126A, FAM35A, FAM69B, GAS2L1, GAS7, GPC1, IL10RA, IRGQ, ISYNA1, L3MBTL3, LAPTM5, LOC171391, LPXN, LTV1, MBNL3, MCUR1, MFSD3, NDRG4, NUP160, NUP35, PEX11A, PHTF2, PIP4K2A, PPP1R9B, PWWP2A, RALY-AS1, RBSN, RNF166, RPL39L, SH3KBP1, SLC2A3, SPATC1L, TCF7, TET1, TMEM183A, TRAF1, ZNF142, ZNF462 TCF7,PHTF2,LAPTM5,SLC2A3 GSM4288846 4 Paneth cell 0.0262529832935561 9.87084715409203e-07 11 103 327 0.106796116504854 ABCA1, ABCG1, ABI3, ACP5, ACTRT3, ADAP2, ADCY7, ADCY9, ADGRG5, AIF1, AOAH, APOBEC3A, ARHGDIB, ARL4C, ARRB2, ATF5, ATP11A, ATP1B3, ATP6V1B2, BCL2A1, BIRC3, BRE-AS1, BTK, C1QA, C1QB, C1QC, C2, C5AR1, CASP1, CCDC134, CCL3, CCL4, CCR1, CD14, CD163, CD163L1, CD180, CD209, CD300A, CD300E, CD33, CD37, CD4, CD40, CD48, CD53, CD68, CD74, CD83, CD84, CD86, CEBPB, CECR1, CFP, CH17-340M24.3, CHI3L1, CLEC10A, CLEC2B, CLEC4G, CLEC7A, CMKLR1, CNEP1R1, CORO7, COTL1, CPVL, CR1, CREG1, CSF1R, CSF2RB, CSF3R, CTSC, CTSL, CTSZ, CXCL10, CXCL16, CXCL2, CXCL3, CXCL8, CXCL9, CXCR4, CXorf40A, CYBB, CYTH4, DAB2, DNAJA4, DNASE1L3, DOCK2, DOK2, DUSP2, DUSP6, EBI3, EDEM1, EIF4A3, EVI2B, EYA2, F13A1, FAM110A, FAM168A, FAM175B, FAM26F, FAM49A, FAM65A, FCER1G, FCGR1A, FCGR2A, FCGR3A, FERMT3, FES, FGD2, FGL2, FLI1, FLJ32255, FMNL1, FPR1, FYB, GATM, GBP5, GFRA2, GGTA1P, GLA, GM2A, GMFG, GNL3, GNPDA1, GPR132, GPR137B, GPR34, GPR65, GPSM3, HAVCR2, HCAR2, HCAR3, HCK, HCLS1, HCST, HLA-DMA, HLA-DMB, HLA-DPA1, HLA-DPB1, HLA-DQA1, HLA-DQB1, HLA-DRA, HLA-DRB1, HMOX1, HPGDS, HSPA6, ICAM1, ICAM4, IFI30, IFNGR1, IGSF6, IKZF1, IL10, IL1A, IL1B, IL1R2, IL1RN, IL23A, IL4I1, INHBA, INPP5D, IPMK, IRF8, IRS2, ITGAM, ITGAX, ITGB2, ITGB2-AS1, JMY, KIAA0226L, KIAA0930, KLHDC7B, KYNU, LAPTM5, LAT2, LCP1, LCP2, LGMN, LILRB1, LILRB2, LILRB4, LILRB5, LINC00996, LIPA, LMO2, LOC100130357, LOC100130476, LOC729732, LPAR6, LPCAT1, LSP1, LST1, LY86, LYN, LYPD3, LYVE1, LYZ, MAF, MAFB, MANBA, MARCH1, MCOLN1, MERTK, METAP1D, METRNL, MFSD1, MMP9, MPEG1, MRC1, MS4A4A, MS4A6A, MS4A7, MTHFD2, NAIP, NAMPT, NCF1, NCF1B, NCF2, NCF4, NCKAP1L, NDST2, NFAM1, NFKBIE, NINJ1, NINJ2, NLRP3, NPL, NR4A2, NR4A3, NSMAF, NUFIP1, ODF3B, OGFRL1, OSM, PDE4B, PELI1, PFKFB3, PGD, PIK3AP1, PLA2G7, PLAU, PLAUR, PLCB2, PLCG2, PLEK, PLIN2, PLXNC1, PPIF, PRKCB, PRMT9, PTAFR, PTGS2, PTPRC, PTPRE, RAC2, RAP2B, RASGEF1B, RASSF5, RGS19, RHBDF2, RIC1, RILPL2, RIPK2, RNASE6, RNF144B, RSAD2, RUNX3, SAMSN1, SECTM1, SFMBT2, SGK1, SGPP1, SH2B3, SIGLEC1, SIGLEC11, SLA, SLAMF7, SLAMF8, SLC15A3, SLC1A4, SLC23A2, SLC25A37, SLC35F6, SLC37A2, SLC7A5, SLC8B1, SLC9A9, SLCO2B1, SLFN11, SNN, SNX10, SNX20, SOD2, SPI1, SPIC, SPPL2A, SRGN, ST3GAL5, STAB1, STK26, STX11, TBXAS1, TFEC, THBD, TLR2, TLR4, TMEM206, TNF, TNFAIP2, TNFAIP3, TNFRSF1B, TNFSF13B, TPP1, TRAF1, TSPAN33, TYROBP, UAP1L1, UCP2, UVRAG, VAV1, VPS9D1, WAS, WDFY2, WDFY4, WIPF1, ZNF267, ZNF331 ITGB2-AS1,ITGB2,CD4,MAF,UCP2,LAPTM5,TNFRSF1B,NAMPT,GBP5,BIRC3,CTSC GSM4288846 4 Mitotic fetal germ cell 0.016602809706258 5.64354127018385e-05 13 103 693 0.12621359223301 ABCA1, ABCF3, ABHD14B, ABRACL, ACADS, ACE, ACP5, ACSL4, ACTB, ACTG2, ACTN1, ACTR1A, ADD2, ADIPOR1, AEN, AGPAT6, AK4, AKAP1, AKAP12, AKR1A1, ALDH4A1, ALDH7A1, ALDOA, ALDOC, ALKBH4, ALPL, ALPPL2, ANKRD2, ANP32A, ANP32E, ANXA3, ANXA6, AP1G2, AP2M1, APBB2, APEX1, APOC1, APOC1P1, APOE, APRT, AQP3, ARHGAP1, ARHGAP28, ARID5B, ARPC1B, ARRB1, ASH2L, ASRGL1, ASS1, ASUN, ATG2A, ATIC, ATP2A3, ATP5G1, ATP6V0A4, ATP6V1B1, BAX, BCL7A, BFAR, BIN1, BLCAP, BNIP3, BPHL, BRE, BTF3, BTF3L4, BYSL, C11orf72, C14orf119, C14orf159, C17orf58, C1GALT1C1, C1QBP, C5orf15, C6orf1, C6orf48, CA2, CALD1, CAMKV, CAPG, CAPN13, CAPN5, CARHSP1, CBX2, CCDC144CP, CCDC85B, CCPG1, CD47, CD63, CD81, CD9, CDC14B, CDC42EP4, CDCA4, CDCA7, CDH3, CDK4, CDO1, CENPA, CERS5, CFLAR, CHM, CHMP1B, CHMP4A, CHP1, CHST2, CKS1B, CLDN6, CLDN7, CLEC4D, CLIC1, CLN3, CNN2, CNNM3, COA4, COA7, COL1A2, COL4A1, COL4A2, COMMD10, CORO1B, COX8A, CRIP1, CRIP2, CRTAP, CSTB, CTH, CTPS1, CTSA, CTSC, CXXC5, CYCS, CYP2S1, DAPK1, DCAF4, DCXR, DDIT4, DDIT4L, DDX47, DFFA, DHTKD1, DHX33, DLG3, DLGAP1-AS2, DMD, DOCK11, DOCK6, DPAGT1, DPPA4, DPPA5, DPYSL2, DSP, DSTNP2, ECE1, EEF1A1, EEF1G, EEF2, EFEMP1, EIF1AX, EIF2S3, EIF3F, EIF3I, EIF3K, EIF3L, EIF3M, EIF4B, EIF6, ELF3, ELK3, ELOVL3, ELOVL6, EMG1, ENC1, ENO1, ENO2, EPB41L2, EPHB4, ERBB3, ESAM, ETFB, ETV1, ETV4, ETV5, EXOSC5, EXOSC6, F11R, F2R, F2RL1, FABP3, FAM122C, FAM124B, FAM162B, FAM46B, FAM63B, FBL, FBLIM1, FBLN1, FBLN5, FES, FGD4, FHL2, FKBP11, FLNA, FLNB, FNDC5, FOXN3, FRAT2, FRMD6, FSTL1, FXYD6, GABARAPL1, GAS5, GATSL2, GCNT1, GDPD2, GIP, GLDC, GLIPR2, GLTSCR2, GLUD1, GMPPA, GMPPB, GMPR, GNB2L1, GNL3, GPATCH2, GPHA2, GPRC5B, GPRC5C, GPX2, GRAMD1A, GRB7, GRWD1, GSN, GSTM4, GSTP1, GTF2IRD2, GUCA1A, H2AFY2, HDDC3, HIAT1, HILPDA, HK1, HLA-E, HMGN1, HNRNPA1, HNRNPF, HRSP12, HUS1, IFI16, IFITM1, IFITM3, IGFBP6, IL12B, IL4R, IL6R, IMP3, IMP4, INA, ITFG3, ITM2C, JADE2, JUP, KANK4, KHDC3L, KIAA0226, KIAA1191, KIT, KLF4, KLHL18, KLRG2, L1TD1, LAPTM4A, LAPTM4B, LASP1, LCP1, LDHA, LDHB, LDLRAP1, LDOC1, LGALS1, LHFP, LIN28A, LINC01160, LINC01356, LITAF, LMO4, LOC101928103, LOC102723968, LPAR2, LPCAT1, LPCAT4, LPIN1, LY6E, MAGED1, MAP3K7, MAP4K1, MARCKSL1, MAVS, MBP, MCL1, MCTS1, MDH1, MEG3, METTL9, MGAT5, MGST3, MKRN1, MLEC, MMP2, MRPL11, MRPL15, MRPL17, MRPL34, MRPL49, MRPL57, MRPL9, MRPS18B, MRPS2, MRPS7, MRS2, MSC, MTFP1, MTHFD1, MYADM, MYBL2, MYCL, MYCN, MYL6, MYL9, MYO10, MYO1C, NAGA, NANOG, NANOS3, NBAS, NCBP2-AS2, NDUFA9, NDUFAB1, NDUFS5, NEU1, NFE2L3, NFKBIB, NHP2, NIP7, NKAIN4, NLE1, NMRAL1, NOL6, NOP10, NOP16, NOS3, NPM1, NR2C2AP, NRK, NSMAF, NT5C3B, NTNG1, NUDT11, NUSAP1, NVL, OCLN, OGT, OLFML3, OR7E156P, ORAI1, OSBPL3, PAICS, PCBD2, PCED1B, PCMTD2, PCSK1N, PCYOX1, PDCD6, PDLIM1, PDLIM5, PDPN, PFKL, PFN1, PGAM1, PGD, PGM1, PGM2, PHB, PHB2, PHGDH, PHLDA3, PIM2, PIM3, PIN4, PKD1L2, PKM, PLAU, PLBD1, PLD3, PLGRKT, PLLP, PLOD1, PLTP, PMAIP1, PMM2, PNP, PNPT1, PODXL, POLR1C, POLR2D, POLR3K, POP5, POP7, POU5F1, POU5F1B, PPAPDC1B, PPM1H, PPM1N, PPP1CA, PPP1R14C, PPP1R15A, PPP1R3B, PQLC3, PRDM1, PRDM14, PRDX3, PRELP, PRODH, PROM1, PSAP, PSMB6, PSME2, PSORS1C2, PTBP1, PTBP3, PTDSS1, PTK7, PTN, PTPN11, PTPN2, PTRF, PXDN, PYCARD, PYGB, PYY, QPRT, RAB11FIP4, RAB15, RAB29, RAD21, RASD1, RASSF2, RBM3, RBM47, RCBTB1, RCC2, RGS10, RHOC, RMND1, RND2, RNF125, RNF181, RNF44, RNPEP, RPARP-AS1, RPL10A, RPL11, RPL12, RPL13, RPL13A, RPL13P5, RPL14, RPL15, RPL17, RPL18, RPL18A, RPL22, RPL23, RPL23A, RPL24, RPL26, RPL27, RPL27A, RPL28, RPL3, RPL31, RPL32, RPL34, RPL35, RPL35A, RPL36A, RPL37, RPL38, RPL39, RPL4, RPL41, RPL7, RPL7A, RPL7L1, RPL8, RPL9, RPLP0, RPP25, RPRM, RPS10, RPS13, RPS14, RPS15A, RPS16, RPS18, RPS18P9, RPS2, RPS24, RPS25, RPS29, RPS3, RPS3A, RPS4X, RPS6, RPS7, RPSA, RPSAP9, RPUSD3, RRP9, RSAD1, RSU1, RTN2, S100A13, SALL4, SARS2, SASH1, SAT1, SCP2, SCPEP1, SDC2, SDCBP, SERINC5, SERPING1, SERPINH1, SF3B3, SFRP2, SHISA5, SHPK, SLC25A11, SLC25A16, SLC29A1, SLC2A1, SLC35A2, SLC35A5, SLC37A3, SLC38A7, SLC39A11, SLC3A2, SLC43A1, SLC44A2, SLC47A1, SLC4A11, SLC6A6, SLC7A3, SLC7A8, SMAGP, SMCO4, SMIM10L1, SNAP23, SNAPC3, SNHG16, SNHG3, SNHG5, SNRPE, SNX10, SNX24, SNX8, SOAT2, SORBS3, SOX13, SOX15, SOX17, SOX4, SPANXA2-OT1, SPTSSA, SRGAP1, ST6GAL1, ST6GALNAC1, ST6GALNAC3, STAT3, STK10, STOM, STON2, STRA6, SUCLA2, SUCLG2, SUMF1, SURF6, SUSD2, SUSD3, SYTL4, TACC2, TAGLN3, TCL1A, TCL1B, TEAD2, TEAD4, TEC, TET1, TFAP2C, TFCP2L1, THAP9-AS1, THOC6, THY1, TIMM8A, TJP3, TKT, TMC7, TMED9, TMEM11, TMEM123, TMEM160, TMEM170A, TMEM177, TMEM205, TMEM51, TMSB10, TMSB4X, TOMM5, TOMM7, TOR3A, TP53, TPM1, TPM2, TPM3, TPM4, TPP1, TRAF4, TRAM2, TRANK1, TRAPPC4, TRAPPC5, TRIAP1, TRIM2, TRIM71, TRIML2, TRIP10, TSPAN18, TTC27, TUBA1A, TUBA1C, TUBB, TUBB3, TUBB4A, TUBB6, TUFT1, TXN, TXNDC12, TYW1, UGCG, UNC119, UNC45A, UPP1, UQCRH, UROD, USMG5, USP28, UTF1, UTRN, VAMP8, VARS, VAT1, VCL, VENTX, VIM, VRTN, VSIG10, WDR1, WDR46, WDR54, WIBG, WNT2B, YPEL2, YWHAB, ZAN, ZC3HAV1, ZDHHC12, ZFP42, ZMIZ1, ZNF138, ZNF208, ZNF286A, ZNF296, ZNF428, ZNF486, ZNF585A, ZNF589, ZNF682, ZNF729, ZNF766, ZNF791, ZYX IL6R,TMSB10,LDHB,ARID5B,AQP3,PIM2,CORO1B,LDLRAP1,SUSD3,CNN2,DDIT4,PCED1B,CTSC GSM4288846 4 Gonadal mitotic phase fetal germ cell 0.0148883374689826 0.00505441310566146 6 103 306 0.058252427184466 A4GALT, AARS2, ABCB8, ABHD14B, ACADS, ACE, ACP5, ADD2, AEN, AKAP1, ALDH4A1, ALPL, ALX4, ANKRD26P1, ANXA6, APOC1, APOE, AQP3, ARHGAP1, ARL6IP1, ARPC1B, ARRB1, ATG2A, ATP2A3, ATP6AP2, ATP6V1B1, BAX, BEND3, BFAR, BOLA3, BPHL, BSPRY, CABYR, CALR, CATSPERG, CCND2, CCPG1, CD53, CD63, CD81, CD9, CDC42EP1, CDC42EP4, CDCA7, CDT1, CDX1, CENPA, CFLAR, CHEK1, CHP1, CLDN6, CNPY2, CNPY3, COL22A1, COL4A1, COL4A2, CTSA, CTSL, CYP2S1, DCAF4, DDIT4, DHTKD1, DHX33, DLG3, DLGAP1-AS2, DMD, DNMBP, DPH7, DPPA3, DPPA4, DPPA5, DSTNP2, EEF1A1, EFEMP1, EIF3K, ELOVL6, EMC7, ENC1, ERBB3, ESAM, ESRP1, ETV4, EXOSC5, F2R, FABP3, FAM122C, FAM124B, FAM162B, FAM214B, FAM46B, FAM63B, FBLIM1, FBLN1, FBLN5, FDXR, FHOD1, FLNA, FLVCR2, FNDC5, FRAT2, FUCA1, FXYD6, GABARAPL1, GDPD2, GIP, GLDC, GLIPR2, GMPPB, GPHA2, GPRC5C, GPX2, HDAC8, HDDC3, HDHD1, HILPDA, HINT1, HMGN4, HNRNPA1, HSPA5, IFT172, IL12B, ILK, IRGQ, ITM2C, JUP, KHDC3L, KIAA2013, KIT, KLRG2, LIN28A, LMBR1L, LOC101928103, LOC653786, LOXL2, LRRC75A-AS1, LY6E, MANSC1, MAVS, MBP, MCL1, MDM2, MEG3, MEIOB, MGST3, MKRN1, MLEC, MMP2, MRPL15, MRS2, MSH2, MSH6, MT1X, MTHFD1, MUS81, MVB12A, MVP, MYBL2, MYCN, MYO1C, NAGA, NANOG, NANOS3, NDUFAB1, NEU1, NFE2L3, NLRP9, NPC2, NPFF, NRK, NSMAF, NT5C2, OGFOD3, OR7E156P, OXA1L, PCED1B, PCYOX1, PDPN, PEBP1, PEG10, PHLDA3, PIM2, PIP5K1B, PKD1L2, PLAU, PLBD1, PLOD1, PLXNA2, PNMT, PNP, PODXL, POGLUT1, POLR3K, POU5F1, PPM1N, PPP1R14C, PPP1R3B, PQLC3, PRELP, PRSS23, PSME2, PSORS1C2, PYY, QPRT, RAB11FIP1, RAB15, RAB29, RAB3B, RASD1, RASSF2, RCC2, RMND1, RNPEP, RPL10, RPL10A, RPL11, RPL13A, RPL22, RPL23, RPL26, RPL27A, RPL36A, RPL41, RPL7, RPS13, RPS15A, RPS2, RPS26, RPS29, RPS3, RPS4X, RPS8, RPUSD3, RRM2, SBF2-AS1, SCGB3A2, SEPN1, SF3B3, SFRP2, SH3PXD2A, SHD, SHPK, SLC25A11, SLC25A16, SLC35A2, SLC38A7, SLC3A2, SLC43A1, SLC47A1, SLC7A8, SNAP23, SNHG16, SNRNP25, SNRPB, SOCS4, SOX13, SOX15, ST6GALNAC1, STARD8, STOM, STRA6, SUMF1, SUSD2, SUSD3, SYT2, TAF11, TAGLN3, TCL1B, TCP11L1, TEAD2, TET1, TFAP2C, TFCP2L1, THY1, TIMP4, TJP3, TMED9, TMEM160, TMEM33, TMSB4X, TOR3A, TPP1, TRAF4, TRAM2, TRANK1, TRAPPC5, TRIAP1, TRIM24, TUBA1C, TUBB, TUBB3, TUFT1, TXNDC12, UPP1, VKORC1, VRTN, VSIG10, WBSCR27, WDR1, WNT2B, XBP1, ZFP42, ZNF490, ZNF589, ZNF682, ZNF716, ZNF791 AQP3,PIM2,HINT1,SUSD3,DDIT4,PCED1B GSM4288846 4 Mitotic arrest phase fetal germ cell 0.01183970856102 0.00199715222454522 13 103 1008 0.12621359223301 AADAT, ABALON, ABCA17P, ABCA3, ABCA5, ABCC1, ABCC9, ABCG2, ABHD10, ABLIM1, ACOT4, ACRC, ACSL1, ACSS2, ACTL8, ACVR2A, ADA, ADAD1, ADAD2, ADGRG6, AES, AFF3, AGAP3, AGBL5, AGGF1, AGMO, AK9, AKT3, ALDH1A2, ALKBH5, AMPH, ANGPTL4, ANKRD20A4, ANKRD20A8P, ANKRD27, ANKRD31, ANKRD42, ANKRD50, ANO10, ANXA11, ANXA2, AP1AR, AP3D1, APBA2, APPBP2, AREG, AREL1, ARHGAP17, ARHGAP20, ARHGAP21, ARHGAP35, ARHGAP39, ARHGEF19, ARHGEF26, ARHGEF33, ARID3B, ARL4A, ARL6IP4, ARRDC3, ARRDC4, ART3, ASAP1, ASCC1, ASNS, ASPH, ASZ1, ATG4B, ATP1B1, ATP6V0C, ATP6V1C1, ATP9A, AURKC, B3GALNT1, B4GALT2, B4GALT3, B4GALT6, BAG6, BAIAP2, BAIAP2L1, BANK1, BAZ1A, BBX, BCL11A, BEND4, BFSP1, BICC1, BID, BIRC2, BLVRA, BMPR1B, BNIP3L, BOK, BRD1, BRD2, BTBD3, BTBD6, BZW1, C11orf1, C11orf65, C12orf10, C12orf57, C14orf39, C15orf48, C17orf85, C19orf38, C19orf54, C19orf84, C1orf146, C1orf50, C20orf96, C4orf48, C5orf47, C5orf58, C6orf62, C9orf43, CA8, CABLES1, CACFD1, CACNB4, CADM1, CAMK1D, CAMK2B, CAMSAP1, CAND2, CAPRIN2, CASD1, CASP7, CAST, CBR1, CCDC106, CCDC109B, CCDC112, CCDC122, CCDC144NL-AS1, CCDC172, CCDC178, CCDC186, CCDC23, CCDC73, CCDC82, CCDC88A, CCDC88C, CCDC91, CCNI, CCNJL, CCNO, CD55, CD82, CDC16, CDC42EP3, CDIPT-AS1, CDK17, CDK6, CDKL3, CEP131, CEP85L, CFAP221, CFAP57, CFAP97, CFL2, CHCHD6, CHD3, CHD5, CHEK2P2, CHIC2, CHMP2B, CHN1, CHORDC1, CIART, CIB1, CIB2, CIC, CIRH1A, CLEC4C, CLGN, CLK3, CLOCK, CLU, CMAS, CMTM7, CNIH3, CNN1, CNOT6L, CNTNAP2, CNTRL, COBL, COG6, COL9A1, COLEC11, COPS7B, COTL1, COX7B2, COX8C, CPA2, CPNE5, CREBBP, CREBRF, CRYBG3, CSMD3, CSNK1G3, CSNK2A2, CSRP2, CTCFL, CTHRC1, CTNNBIP1, CTSF, CTSH, CXCL9, CXXC4, CYLD, CYP11A1, CYP4X1, DACH1, DBX2, DCAF12, DCAF12L1, DCAF4L1, DCAF4L2, DCTN4, DCTN6, DDHD2, DDX11L5, DDX4, DECR1, DEDD, DENND1B, DENND2C, DENND5A, DES, DFNB31, DGAT2, DGUOK, DHX35, DLEU1, DLK1, DLX5, DLX6, DMRTB1, DMRTC2, DNAH12, DNAH3, DNAH7, DNAJA4, DNAJB1, DNAJB6, DNALI1, DOCK8, DPEP3, DPPA2, DSG3, DTD1, DUSP10, DUSP22, DUSP4, DUSP5, DUSP6, DUSP7, DYNC1LI1, DYRK1A, DYRK4, ECHDC1, ECSIT, EFHC2, EFNA1, EFNA5, EGFL7, EGR2, EID3, EIF1B, EIF2B2, EIF5, ELAVL2, ELMSAN1, ELOVL4, EMB, ENPP7P13, EPB41L1, EPB41L3, EPB41L4B, EPB41L5, EPHX2, EPN2, EPS8, ERICH1, ERICH5, ERRFI1, ESX1, ETFA, ETV6, EVI5, EYA2, FAIM2, FAM117A, FAM133A, FAM150B, FAM159B, FAM174A, FAM178B, FAM188A, FAM195A, FAM195B, FAM208B, FAM228B, FAM26F, FAM46A, FAM49A, FAM50B, FAM53B, FAM65A, FAM92A1, FAM9B, FAR2P1, FARP1, FBRS, FBXO11, FBXO25, FBXO4, FBXO47, FBXO7, FBXW5, FBXW7, FCHO1, FCMR, FGF9, FGFR1OP2, FHL1, FKBP2, FKBP6, FKBP8, FMN1, FMR1, FN1, FOXJ2, FOXP1, FOXP4, FOXR1, FRA10AC1, FSD1L, FST, FTCD, FUCA2, GABARAPL2, GABRR1, GAGE2A, GALNT2, GATA2, GBP2, GBP5, GFPT2, GFRA3, GIT1, GLCCI1, GLUL, GMDS, GMPS, GNAI1, GNAL, GNAS, GNG12, GNG4, GNPDA2, GOLGA1, GOLGB1, GOLIM4, GPBP1, GPC4, GPR137, GPR161, GPS2, GRB10, GUCY1B3, GYG1, HAGH, HAGLR, HCFC1R1, HDAC5, HDGF, HECTD1, HEIH, HENMT1, HERC1, HERC2, HES1, HEY1, HEY2, HLA-A, HOXB-AS3, HOXB6, HOXB7, HOXC10, HOXC9, HOXD1, HOXD8, HRAT5, HSF2, HSF2BP, HSPA1B, HSPA4L, HSPB1, HSPB11, HSPBP1, HTATIP2, HYDIN, HYLS1, ID1, ID2, ID2-AS1, ID3, IDH3A, IFT46, IFT57, IFT88, IL13RA1, ILKAP, IMPACT, IMPDH1, INCA1, INPP1, INTS10, INTS12, IQCB1, IQCE, IQCK, IRF2BP2, IRGM, ISG15, ISL1, JMJD1C, JPH1, KANSL1, KAT6B, KAT8, KCMF1, KCNAB1, KCNQ2, KCTD13, KCTD2, KDM1B, KDM2A, KIAA0355, KIAA1211, KIAA1257, KIAA2012, KIF3A, KIFAP3, KLC1, KLC4, KLF10, KLF5, KLF6, KLHL23, KLHL35, KMT2B, KRBOX1, KRT25, KTN1, KYNU, L3MBTL3, LACC1, LANCL1, LCA5, LDHC, LEF1, LHX6, LIMCH1, LIN7B, LMF1, LMO7, LOC100505549, LPGAT1, LPPR1, LPPR5, LRIF1, LRIG1, LRRC27, LRRC34, LRRC42, LRRFIP2, LRRIQ1, LSM6, LTBP1, LTBP3, LY6G5C, LY6H, LZIC, MAB21L3, MAD1L1, MADD, MAEL, MAGEA11, MAGEA3, MAGEA4, MAGEA6, MAGEB1, MAGEB16, MAGEB2, MAGEB6, MAGEC1, MAGEC2, MAL2, MALAT1, MAN1A2, MAP2, MAP2K5, MAP2K7, MAP3K11, MAP6, MAP7D2, MAP7D3, MAPRE3, 10-Mar, 6-Mar, MAT2B, MB21D2, MBNL1, MBOAT2, MCRS1, ME1, ME2, MED10, MED13L, MED15P9, MED19, MED27, MEIKIN, MEIS1, MFHAS1, MGAT4A, MIER1, MKNK2, MLF1, MLH1, MLK7-AS1, MLLT3, MMP11, MOK, MORC1, MORC2, MORN2, MPDZ, MPP1, MPP2, MPP7, MPRIP, MRAS, MRC1, MRGBP, MRPS6, MSI1, MSL3, MTDH, MTMR3, MTUS1, MTX2, MUM1, MXD4, MXI1, MYCBP2, MYH9, MYOM1, MYT1L, NAA60, NAALAD2, NAB1, NANOS2, NBPF1, NBPF10, NBPF8, NBR1, NCK2, NDRG1, NDRG2, NDRG4, NDUFAF6, NEDD4L, NEIL2, NELL2, NEO1, NFATC1, NFIA, NFIC, NFKB1, NFKBIA, NGLY1, NINJ1, NIPA1, NKAPL, NKIRAS1, NMB, NMU, NOC4L, NOTUM, NPNT, NPW, NR2F1, NR2F1-AS1, NR3C1, NR3C2, NRAP, NRBF2, NRG1, NRIP1, NRXN1, NT5DC2, NT5M, NUDT14, NUTM1, NUTM2B-AS1, NXT2, OBFC1, OBSL1, ODC1, OSBPL8, OSR2, OXR1, P4HA2, PABPC4, PACS2, PAGE1, PAGE2, PAGE2B, PAGE5, PAK4, PALLD, PAM, PAPD7, PAQR3, PARD3, PARP15, PARP8, PASD1, PAX6, PCED1A, PCOLCE2, PDCD4, PDCL3, PDK2, PDZRN3, PELI1, PELI2, PEMT, PENK, PER3, PGF, PGM5P2, PHC2, PHF1, PHF13, PHF21A, PHF6, PHF8, PHLPP1, PI4KB, PIGH, PIK3C3, PIK3CG, PIK3R3, PITPNA, PITRM1, PIWIL2, PIWIL4, PKN1, PLD6, PLEKHA3, PLEKHA5, PLEKHO1, PLK2, PNRC1, POLE4, POLI, POLR2A, POLR3GL, POMC, PON3, POTEF, PPAP2C, PPFIA1, PPIC, PPM1J, PPME1, PPP1R36, PPP1R9A, PPP2R5D, PPP3CA, PPP6R1, PRAME, PRKAG2, PRKAR1B, PRKCDBP, PRKD1, PRR5, PRSS36, PSMA8, PSMD14, PSTK, PTBP2, PTGER4P2-CDK2AP2P2, PTOV1, PTPRM, PVALB, RAB28, RAB38, RAB41, RAD9B, RAE1, RALGPS2, RALY, RAMP1, RAP1GDS1, RAPGEF4, RASAL2, RASEF, RASGEF1B, RASL11B, RBCK1, RBFOX3, RBKS, RBM27, RBM44, RBM46, RBM4B, RBP4, RCN2, REC114, REEP2, REV3L, RFPL3, RFPL4B, RFX6, RGMA, RGMB, RGS2, RGS7, RHOB, RHOD, RHOXF1, RICTOR, RIT1, RNASEH2B, RNF157, RNF216P1, RNF219, ROBO1, ROPN1L, RPL10L, RPL22L1, RRAGD, RRBP1, RTKN2, RUFY3, RUNX1T1, RXRA, RYK, RYR2, S100A11, SAGE1, SATB1, SBNO1, SCAMP2, SCCPDH, SDAD1, SDC1, SECISBP2, SEL1L, SEMA3C, 7-Sep, SERPINE2, SERPINF1, SERTAD4-AS1, SETD3, SGCG, SH2D4A, SH3GL2, SHC4, SHISA9, SHKBP1, SHOX2, SHQ1, SIAH2, SIGIRR, SIK3, SIRPA, SIX1, SKIDA1, SLC12A2, SLC22A20, SLC25A1, SLC25A14, SLC25A31, SLC30A3, SLC35F2, SLC40A1, SLC41A3, SLCO1B3, SLU7, SMAD1, SMAD4, SMARCA1, SMARCD3, SMC1B, SMEK3P, SMS, SMYD2, SNAP91, SNAPC2, SNX30, SOHLH1, SOX30, SPA17, SPAG6, SPATA33, SPATS2L, SPCS1, SPG20, SPIN1, SPO11, SPOCD1, SPR, SPRY2, SPTAN1, SPTBN2, SRSF12, SSBP2, SSBP3, SSFA2, SSX2IP, STAG3, STARD10, STAT1, STIM2, STK17B, STK24, STK31, STK32B, STK4-AS1, STPG1, STRN4, STX8, SUPT20H, SUPT5H, SURF2, SWT1, SYCE3, SYCP2, SYCP2L, SYNE1, SYNGR3, SYNJ1, SYPL1, SYTL3, TADA3, TAF2, TAF4B, TAF7L, TAGLN2, TANC2, TANK, TBC1D12, TBC1D22B, TBC1D4, TBL1XR1, TBPL1, TBX3, TCEAL4, TCF3, TCF4, TCF7, TCF7L1, TCF7L2, TCP11, TDRD1, TDRD5, TDRD6, TEAD1, TESC, TEX101, TEX12, TEX15, TFAP2A, TFDP2, TFDP3, THAP1, THBS4, THRA, THYN1, TJP1, TKTL1, TLE4, TLK1, TMCO1, TMEM216, TMEM39B, TMEM42, TMEM57, TMEM80, TMEM99, TMSB15A, TMSB15B, TNRC6B, TOB1, TOM1L2, TOMM34, TOP1MT, TOPAZ1, TP53TG3D, TP63, TPTE, TRAF3, TRIM29, TRIM36, TRMT10A, TRPS1, TSACC, TSC2, TSC22D1, TSPAN12, TSPAN15, TSPAN3, TSPAN33, TSPYL2, TSPYL5, TSPYL6, TTC3, TTLL1, TUBA3C, TUBA3E, TUBGCP3, TWIST1, TXNIP, UAP1, UBE2E2, UBE2E3, UBE2L6, UBLCP1, UBXN6, UGDH-AS1, UROS, USE1, USO1, USP11, USP2, USP3, USP31, USP42, USP9X, UTS2B, UXS1, VAMP2, VAMP5, VAV3, VCX, VCX2, VCX3A, VCX3B, VGLL4, VPS13C, VPS26A, VWF, WASF1, WASF3, WDR45B, WFDC2, WIPF3, XPNPEP1, XPOT, YBX3, YPEL3, YPEL5, YY2, ZBTB11, ZBTB16, ZBTB18, ZBTB20, ZBTB33, ZBTB38, ZBTB43, ZCCHC10, ZCCHC14, ZCCHC2, ZCWPW1, ZDBF2, ZFAND2A, ZFAND3, ZFAND5, ZFP36L1, ZFR2, ZFYVE16, ZGLP1, ZMYM2, ZMYND11, ZNF236, ZNF25, ZNF267, ZNF280B, ZNF280C, ZNF410, ZNF507, ZNF516, ZNF518A, ZNF521, ZNF592, ZNF652, ZNF667-AS1, ZNF800, ZNF827, ZNF830, ZSCAN9, ZUFSP TBC1D4,LEF1,FCMR,MALAT1,CD82,C12orf57,HLA-A,TCF7,FOXP1,TLK1,AES,HSPB1,GBP5 GSM4288846 4 Granulosa cell 0.0204778156996587 0.000533526625706937 6 103 196 0.058252427184466 ADI1, AEBP1, AK1, ALDH1A1, AP1S3, APOBEC3C, ARHGAP29, ARHGDIB, ATP1A1, ATP2B1, BCL3, BEND5, BIRC3, C12orf10, C1R, C1S, C3orf58, C4orf48, C6orf62, C7, CALB2, CCDC152, CCND3, CCNG1, CD14, CDCP1, CDKN1C, CEBPD, CHI3L1, COL14A1, COL1A1, COL1A2, COPE, CRABP2, CROCCP2, CXCL10, CYP19A1, DHRS13, DIRAS3, DLK1, EIF5A, EMILIN2, EMP3, ENO2, EPB41L4A-AS1, FABP5, FAM65C, FBLN1, FLOT2, FSTL3, FXYD5, GAPDH, GATM, GGT5, GNG2, GOLT1A, GOLT1B, GPC3, GSTT1, GTSF1, HBD, HIF3A, HILPDA, HINT1, HIST1H1D, HIST1H2AE, HLA-DQB1, HLA-DRA, HLA-DRB1, HLA-DRB5, HMGA2, HMGB3, HMGN2, HNRNPM, HORMAD1, ICAM1, IFI16, IFI6, IFITM1, IFITM2, IFITM3, IGF2BP2, ISOC1, ISYNA1, ITM2B, KRT17, LAPTM5, LDHA, LEMD1, LINC00467, LOC100129940, LOC650226, LOC728392, LRRN3, MAGED2, MCM4, MDK, MEG3, MEIS1, MFAP2, MFAP4, MLLT11, MMP2, MT1A, MT1E, MT1F, MT1L, MT2A, MT3, MTFP1, MTRNR2L2, MTRNR2L8, NFKB1, NFKBIA, NME4, NR2F2, NRK, NUPR1, OBP2A, OPA3, OSMR, PCNA, PDGFRA, PGK1, PLAC1, PLAG1, PLAGL1, PLEKHA4, PNMA1, POLE3, PPP4R2, PRAF2, PRKAR2B, PSMD9, PTMA, QPRT, RAD51AP2, RASL11B, RELB, RHOG, RND3, RNF214, RPL12, RPL26, RPL31, RPL34, RPL8, RPP25, RPP25L, RPS11, RPS14, RPS18P9, RPS23, RPS27, RPS27A, RPS28, S100A9, SCARB2, SCN9A, SCPEP1, SEMA5A, SKP2, SLC35F2, SLC6A8, SNHG17, SNRPC, SPINT2, SPP1, SPRY1, SRGN, STRA6, SYCP3, SYNE2, TAC1, TAGLN2, TET1, TFRC, TMEM132C, TMEM176A, TMEM176B, TMEM45A, TMEM50A, TMSB15A, TSC22D3, TSPAN7, UBA52, VCAN, WDR46, WFDC2, ZBTB20, ZDHHC8P1, ZFYVE21, ZGLP1, ZNF217, ZNF436, ZNF581 FXYD5,HINT1,LAPTM5,RHOG,MT2A,BIRC3 GSM4288846 4 Gonadal endothelial cell 0.0156794425087108 0.000837054152091121 9 103 480 0.087378640776699 A2M, ABCG1, ABHD2, ACP2, ACTB, ADAM15, ADAMTS7, ADAMTS9, ADD3, ADM, ADRBK1, AGAP6, AGO4, AIF1, AKAP12, AMOTL1, ANGPT1, ANGPTL4, ANKRD6, ANP32E, ANXA11, ANXA2, APP, ARHGAP28, ARHGAP29, ARHGEF2, ARHGEF3, ARHGEF7, ARMCX2, ARPC1B, ARRB1, ASAP1, ASAP2, ASB7, ATP8A1, B4GALT6, BAZ1A, BCAP29, BCHE, BID, BIK, BIN3, BIRC5, BLCAP, BRD9, BUB1, BZW2, C1orf21, C1QTNF3, CALCRL, CALM1, CALML4, CAPG, CARD8, CCDC167, CCDC85A, CCDC85B, CCND1, CCPG1, CD109, CD200, CD24, CDC34, CDC37, CDC42EP1, CDCA5, CDCA7, CDCA8, CDK2AP1, CDYL, CHEK2, CHPF2, CHST12, CHST15, CKS1B, CLIC1, CMTM7, CNN2, CNOT1, COL5A2, COL6A2, COTL1, CPNE2, CREB5, CRIP2, CROCCP2, CSRNP3, CSRP1, CSRP2, CTDSP2, CTDSPL, CTGF, CTTNBP2, CYBA, CYP26B1, CYR61, CYYR1, DAB2, DAB2IP, DCTN5, DENND3, DGKZ, DIMT1, DIP2B, DIXDC1, DNAJC21, DNMT1, DOCK4, DOCK9, DPAGT1, DUSP6, EDIL3, EDN1, EDNRB, EFNA1, EFNA5, EFNB2, EGFL7, EGLN3, ELF1, ELK3, ELOVL1, EMCN, ENG, ENTPD1, EPB41L2, EPHA2, EPHB4, ETS1, ETS2, ETV6, EVA1B, F2R, FAM107B, FAM160B1, FAM171A1, FAM212A, FAM69B, FBLIM1, FBXL7, FCGRT, FDX1, FKBP1A, FKBP5, FLJ46906, FLRT2, FMNL3, FN1, FNBP1, FOXC1, FRG1, FRMD4A, FSCN1, FSTL1, FXYD5, FZD4, GAB1, GALNT18, GATA3, GDPD5, GEN1, GGT5, GNAS, GNG11, GNL1, GPATCH11, GPR161, GRAMD1A, GRB10, GRPEL2, GTF3A, GTPBP2, GUSB, GYPC, H1FX, HAPLN3, HBP1, HDAC7, HEIH, HEY1, HIPK2, HLA-E, HMGA1, HMGA2, HOMER3, HOTAIRM1, HOXA5, HOXA6, HPGD, HSPB1, HSPBAP1, HYAL2, ICA1, ID1, ID3, IDH2, IGF2BP1, IGF2BP2, IGFBP4, INAFM2, INF2, IRF2BPL, ITGA5, ITGA8, ITGA9, ITM2A, ITPRIP, JAM3, JUP, KCNN3, KDELC1, KDM7A, KDR, KIAA1033, KIAA1467, KIF3C, KIT, KLF4, KLF6, LAMA4, LAMB1, LAMC1, LAPTM5, LBR, LDB2, LHFPL2, LIG1, LIMCH1, LIMD2, LIMS1, LIPA, LMO2, LOC100190986, LOC100294145, LOC145783, LOXL2, LPAR6, LRIG3, LRP10, LRP11, LRP5, LRRC32, LRRFIP1, LUZP1, MAGED2, MAML2, MAN1A1, MAN2A1, MAN2C1, MAP3K11, MAP3K3, MAP4K2, MAP4K4, MARCH3, MARCKS, MAST4, MCMBP, MDK, MEF2C, MEIS2, MESDC1, MIDN, MMP16, MMS22L, MPDZ, MRPL52, MSN, MTIF3, MTSS1, MYO1B, MYO5C, NARF, NAV1, NAV3, NEAT1, NEDD9, NET1, NFAT5, NFIB, NFKB1, NID1, NMRK1, NOSTRIN, NOTCH1, NR2F1, NR2F1-AS1, NR2F2, NRP1, NRP2, NT5DC2, NTAN1, NUDT14, NUP50, OAS1, OLFML3, ORAI2, PALD1, PCDH17, PDE4B, PDE8A, PDK4, PDLIM7, PEA15, PEAR1, PELI1, PELI2, PFN1, PGM2L1, PGS1, PHLDB2, PIEZO2, PIGK, PIM3, PIP4K2A, PIP5K1C, PLAT, PLD2, PLEKHA1, PLEKHO2, PLS3, PLVAP, PLXNA2, PLXND1, PMAIP1, PMEPA1, PNP, POC5, POLE4, PPM1F, PPM1G, PRCP, PRDM4, PREX1, PRKAB1, PRKD2, PRR5, PTPRE, PTPRM, PTRF, PXDC1, PXDN, PXN, RAB31, RAB4A, RACGAP1, RALA, RALB, RALGAPA2, RAMP2, RAP2A, RAP2C, RAPGEF5, RAPGEF6, RAPH1, RARB, RASIP1, RBMS1, RDX, REL, REPIN1, RFC3, RGL1, RGS3, RGS5, RHOJ, RIN3, RNASEH2A, RNF185, RPS6KA2, RTKN, S100A11, S100A13, S100A16, SASH1, SBDSP1, SCO1, SEMA6A, SEPN1, SETD8, SGOL2, SH2B3, SH2D3C, SH3TC1, SHANK3, SHC1, SKAP2, SLC12A7, SLC27A3, SLC41A3, SLC9A3R2, SMAD1, SMAGP, SMAP2, SMG5, SMIM13, SMTN, SNCG, SNRK, SOCS3, SP100, SPAG9, SPIN4, SPRY1, SPTBN1, SRD5A3, SSFA2, SSH1, ST3GAL6, ST6GAL1, STIM2, STON2, TAB1, TAGLN2, TANC2, TBC1D1, TCIRG1, TEK, TFPI, TFPI2, TGFBR2, THEM6, THSD1, THY1, TIMELESS, TIMP3, TJP1, TLE1, TM4SF1, TMCO3, TMEM173, TMEM184B, TMEM204, TMEM237, TMEM37, TMEM44, TMEM88, TMEM8A, TMSB4X, TNFAIP2, TNFAIP8L1, TNFRSF1A, TP53, TP53I11, TP53I3, TP53TG1, TPP2, TPST2, TRAF3IP2, TRIM44, TRMT10A, TSPAN18, TSPAN4, TTC28, TTLL5, TUBA1C, TUBB2B, TUBB6, UBE2C, USB1, UTRN, VAMP5, VASH1, VAV3, VIM, VTI1B, WARS, WIPF1, WIPI1, WWTR1, XRCC4, YEATS2, ZCCHC24, ZDHHC7, ZEB1, ZKSCAN8, ZNF250, ZNF267, ZNF521, ZNF667, ZSWIM6 FXYD5,TMEM173,LIMD2,SOCS3,ADD3,LAPTM5,HSPB1,CNN2,ITM2A GSM4288846 4 Multilymphoid progenitor cell 0.0233918128654971 6.59802310565283e-08 16 103 597 0.155339805825243 AARS2, AARSD1, ABCA7, ABCA9, ABCG2, ACAP1, ACIN1, ACRC, ADAMTS6, ADAP1, ADGRE1, ADGRL1, AES, AFF1, AFF3, AGAP6, AGER, AIF1, AKAP17A, AKAP7, AKAP8, ALOX12P2, AMHR2, AMN1, AMPD2, AMPH, ANKHD1-EIF4EBP3, ANKRD11, ANKRD13D, ANKS3, AP2A2, ARHGAP24, ARHGAP4, ARHGAP9, ARHGEF1, ARHGEF2, ARHGEF7, ARID5B, ARNT2, ARPP21, ARRB2, ATAD3B, ATF7IP2, ATHL1, ATM, ATN1, ATP10A, ATP11A-AS1, ATP13A4, ATP9A, AUTS2, AVIL, BASP1, BCAS4, BCL2A1, BCL6, BDP1, BMF, BRF1, BTG1, BTN2A1, BTN3A1, C10orf76, C11orf72, C15orf39, C15orf52, C16orf74, C19orf43, C19orf66, C2CD2L, C5AR1, C6orf48, C6orf99, CABLES2, CABP4, CACNA1C, CADM2, CAMK2G, CAMK4, CASZ1, CAV1, CBX4, CBX7, CCDC144CP, CCDC162P, CCDC6, CCDC85C, CCDC88B, CCDC92, CCHCR1, CCL4L1, CCZ1, CD37, CD6, CD79A, CDH9, CDKN2D, CDYL, CELF1, CHD3, CHRM3, CHRNA3, CIR1, CIRBP, CLEC4A, CLN3, CMC2, CMIP, CMPK2, CMYA5, CNOT1, CNTNAP1, COL24A1, COTL1, CREG2, CRELD2, CROCC, CROCCP2, CRY2, CSF2RA, CSMD1, CSN1S1, CSNK1E, CSNK1G2, CSRNP1, CTSD, CUBN, CUTA, CXCL10, CXCL16, CXXC5, CYFIP2, DARS-AS1, DDAH2, DDX23, DGKA, DGKD, DGKQ, DHFRL1, DHX30, DHX8, DIP2B, DLGAP1-AS1, DLGAP4-AS1, DNAL1, DNASE1, DNASE2, DNHD1, DNM1, DOC2GP, DOK2, DPF1, DPP9, DTX3, DUSP1, DUSP2, DUSP22, DUSP4, DVL1, DYNLL2, DYRK2, EFNB2, EFR3B, EGLN2, EIF1AX-AS1, EIF2S2P3, EIF3EP1, EIF4A1, ELK1, ELP5, EMC8, EPB42, EPHA1-AS1, EVL, EXT1, EZH1, FAM103A1, FAM106A, FAM129C, FAM134B, FAM157C, FAM219A, FAM222B, FAM69A, FAM83D, FAM83G, FBRS, FBRSL1, FBXO38, FCAR, FCGR3B, FCHSD2, FCRL1, FFAR1, FFAR2, FLYWCH1, FMN1, FMNL1, FMNL3, FOSB, FOXN3, FPGT-TNNI3K, FURIN, FZD8, GALNT2, GALNT6, GCA, GFOD1, GLTSCR2, GNA12, GNAI2, GNPTAB, GOLGA2, GON4L, GRIK1, GSDMB, GSTP1, GUSBP2, GVINP1, GYPB, HECW2, HERPUD1, HES1, HHLA1, HIC1, HIST1H2BK, HIST1H4C, HIST1H4I, HIVEP1, HIVEP3, HLA-B, HMGCS1, HMHA1, HNRNPUL1, HOXA3, HOXA5, HVCN1, ICAM1, ID2, IER2, IER5, IFFO2, IFI44L, IFNG, IFNGR2, IGF1, IGF1R, IGF2R, IGFBP6, IL10, IL17RA, IL18RAP, IL1R2, IL23A, IL24, IL7R, INADL, INO80, INPP5K, IQGAP2, ITGB2, ITPKB, JARID2, JUNB, JUND, KCNMB1, KDM2A, KDM2B, KDM7A, KIAA0355, KIAA0430, KIAA0556, KIAA1024, KIAA2013, KIR3DX1, KLF7, KLRB1, KMT2B, LAIR1, LAIR2, LCK, LEF1, LENG8-AS1, LGSN, LIMS2, LINC00304, LINC00869, LINC01554, LMBR1L, LMF2, LMLN, LRCH1, LRG1, LRRC43, LRRC69, LRRK1, LRWD1, LSM14B, LSM7, LTB, LY86, MAF, MAFB, MAGEE1, MALAT1, MAML2, MAN1A2, MANEA-AS1, MAP1A, MAP3K11, MAP3K7CL, MAP4K4, MAPKBP1, MB, MBD6, MDGA2, MED13L, MEF2C, MEX3C, MFSD4, MGAM, MGRN1, MIDN, MKNK1, MLLT6, MLXIP, MMP9, MN1, MNT, MOB3A, MOK, MPHOSPH8, MPRIP, MREG, MRPL55, MRPS24, MSL1, MTURN, MVD, MVK, MYO9B, MYPOP, MZF1-AS1, NAA60, NATD1, NEDD9, NEGR1, NEIL1, NFATC2, NFIA-AS2, NFKBIA, NHLRC3, NKIRAS1, NLRP1, NOTCH1, NR3C1, NRCAM, NRDE2, NSUN2, NUAK2, NYNRIN, OCEL1, OCIAD2, OSTN, OVGP1, PAFAH2, PAG1, PAK1, PALB2, PALD1, PALLD, PANX2, PAQR6, PBXIP1, PCDH9, PCSK5, PDE7A, PDE9A, PER1, PET100, PFDN5, PHKA2, PI4KA, PIEZO1, PIK3C2B, PIK3R1, PILRB, PIM2, PIM3, PIP5KL1, PITHD1, PLA2G6, PLEKHA2, PLEKHO1, PLLP, PLXND1, POLR2J3, POMT1, POU2F2, PPAP2C, PPBP, PPP1R10, PPP1R12C, PPP1R13L, PPP1R16B, PRKACA, PRKCQ-AS1, PRKD2, PRKRIP1, PRKRIRP3, PRMT6, PTGER4, RAB31, RAB33A, RAB4B, RANBP10, RAPGEF1, RASAL3, RASSF5, RBM17, RBM38, RBPMS, RELB, RERE, REXO1L1P, RFC1, RGL4, RGS1, RHOH, RHOT2, RHPN1, RNASET2, RNF220, RNU6-645P, RPAIN, RPL32P3, RPS27, RPS4XP16, RPS6KA2, RRAGC, RSPH4A, RSRC1, RUNX3, RWDD1, SAP30L-AS1, SASH3, SAT2, SCN11A, SCRG1, SEMA3C, SENCR, 9-Sep, SERPINF1, SETD1B, SGIP1, SH3GL1P1, SIN3B, SIPA1, SIVA1, SLC13A4, SLC15A4, SLC25A5-AS1, SLC30A5, SLC35E3, SLC38A1, SLC43A2, SLC4A4, SLC7A6, SLC8A1-AS1, SLC8B1, SLC9A3R1, SLCO5A1, SLITRK5, SMARCA4, SMIM3, SNHG6, SNHG7, SNHG9, SNRNP70, SNX33, SON, SOX11, SOX2-OT, SOX4, SP110, SPACA6P, SPAG5, SPATA21, SPECC1, SPON1, SPRTN, SRP72P2, SRSF4, SSBP3, SSH2, SSSCA1, ST20-AS1, ST3GAL1, STAT6, STK10, STK4, STRBP, STRN4, STX3, STX6, SUSD1, SYN3, SYT4, TAF5, TBC1D17, TBX10, TBX19, TCF3, TCF4, TCF7, TCF7L2, TECPR1, TENM1, TFE3, THBS3, TMC8, TMEM106A, TMEM136, TMEM156, TMEM192, TMEM38A, TMSB10, TNFAIP3, TNFRSF1B, TNFSF11, TNS3, TOP3A, TP53I11, TPM2, TPT1-AS1, TRAF4, TRAPPC2B, TRAT1, TRBC2, TRBV23-1, TRIAP1, TRIB2, TRIM71, TSC22D1, TSC22D3, TTBK2, TTC13, TTC21A, TTN, TUSC7, UBE2Z, UGT3A2, ULBP1, ULK1, UPF2, USF2, USP36, UTP14C, VAMP2, VHL, VPS13D, VPS37B, WDR20, WDR53, WDR66, WFS1, WIPF2, WWOX, XIRP2, YPEL3, YTHDF1, YTHDF3-AS1, ZBTB4, ZBTB7A, ZBTB8A, ZC3H13, ZFAND2A, ZFAS1, ZFP36L1, ZMAT3, ZNF12, ZNF133, ZNF230, ZNF274, ZNF430, ZNF444, ZNF526, ZNF532, ZNF606, ZNF608, ZNF626, ZNF740, ZNF843, ZP1, ZSCAN30, ZSWIM8, ZYX LEF1,LTB,ITGB2,PBXIP1,TMSB10,ARID5B,MALAT1,DGKA,PIM2,MAF,CD6,TCF7,TNFRSF1B,RNASET2,AES,JUNB GSM4288846 4 CD1C+_B dendritic cell 0.0125 0.0371599728073617 2 103 59 0.0194174757281553 ADAM15, ANXA1, AOAH, ASGR1, BST1, C9ORF89, CD14, CD163, CD1D, CD36, CES1, CES1P1, CLEC10A, CREB5, CSF3R, CSTA, DQ575504, EREG, F13A1, FCER1A, FCN1, FPR1, HBEGF, HNMT, IL13RA1, IL1B, IL1RN, IL27RA, ITGA5, LAT2, LMNA, LOC284454, LYZ, MGST1, MICAL2, MNDA, MPP7, MTMR11, NAIP, NFE2, NLRP12, NLRP3, NOD2, NR4A2, PID1, PLBD1, PTAFR, RAB27A, RAB3D, RETN, RNASE2, S100A12, S100A8, S100A9, SLC2A3, SMA, TMEM173, TREM1, VCAN TMEM173,SLC2A3 GSM4288846 4 CD1C-CD141- dendritic cell 0.0229885057471264 1.08180968940719e-05 10 103 342 0.0970873786407767 ABCC3, ABHD3, ABI3, ACOT9, ADRBK1, AGTRAP, AIF1, AK123771, AK124399, AK307192, AL137655, ALDH3B1, ALOX5, AMPD2, AP2A1, APOBEC3A, APOL6, ARAP1, ARAP2, ARHGEF3, ARL4A, ARRB1, ARRB2, ARRDC3, ASAH1, ATP1B3, BACH1, BCL2A1, BID, BIN2, BLOC1S3, BLVRA, C10ORF46, C10ORF54, C11ORF21, C15ORF39, C19ORF38, C20ORF112, C3AR1, C5AR1, C9ORF72, CABP4, CALML4, CAMK1, CAMKK2, CASP1, CASP4, CCM2, CCPG1, CD244, CD300A, CD300E, CD300LF, CD52, CD68, CD79B, CD97, CDC42EP3, CDH23, CDKN1C, CFD, CHST15, CKB, CLEC12A, CLEC4F, CLEC7A, CMTM7, CNIH4, CORO2A, CPPED1, CSF1R, CSGALNACT2, CSK, CTSL1, CTSS, CX3CR1, CXCL16, CYTIP, DDX58, DDX60, DDX60L, DENND3, DENND5A, DKFZP451J181, DMXL2, DNAJB1, DNASE2, DOK2, DOK3, DPEP2, DRAP1, DUSP1, DUSP6, EHD1, EMR1, EMR2, ERICH1, EVL, FAM110A, FAM126A, FAM26F, FAM45B, FAM46A, FCAR, FCGR2A, FCGR2C, FCGR3A, FCGR3B, FCN1, FGD3, FGD4, FGR, FLNA, FOXO1, FPR1, FTH1, FTL, FYB, GBP1, GBP2, GBP4, GBP5, GIMAP1, GIMAP2, GIMAP4, GIMAP7, GLUL, GNG2, GNS, GPBAR1, GPR155, GRAMD1A, HCK, HEG1, HK1, HK3, HLA-E, HMOX1, HSBP1, HSPA7, ICAM2, ICAM4, IFI30, IFI6, IFIT2, IFIT3, IFITM1, IFITM2, IFITM3, IFNGR2, IL12RB1, IMPDH1, INSIG1, IRAK3, IRF1, ISG15, ITGAL, ITGB1, ITM2B, KDM1B, KIAA0513, KLF11, KLF3, KSR1, L1TD1, LCP2, LGALS3, LILRA2, LILRA5, LILRA6, LILRB1, LILRB2, LIMS1, LOC100133161, LOC200772, LOC388312, LRP1, LRRC25, LST1, LTA4H, LY6E, LYN, LYST, MAFB, MAGED2, MAP3K1, MARCKS, MBD2, MCTP1, MEFV, MPP1, MS4A4A, MS4A7, MSN, MT2A, MTSS1, MXD3, MYO1G, MYOF, NAAA, NADK, NAMPT, NAP1L1, NBEAL2, NCF2, NDUFB3, NEAT1, NECAP2, NEURL, NFAM1, NFKBIZ, NINJ1, NLRP1, NPL, NR4A1, NUDT16, OAS1, P2RX1, P2RY13, PAG1, PDLIM5, PDP1, PECAM1, PELI1, PHTF2, PIEZO1, PIK3AP1, PIK3IP1, PILRA, PITPNM1, PLEKHO2, PLIN2, PLXNC1, PNPLA6, POU2F2, PPM1F, PRAM1, PSAP, PSTPIP2, PTGER2, PTGER4, PTP4A3, PTPN13, PTPN6, PTPRC, PYGL, RAB10, RAB24, RAB37, RAB3D, RALB, RAP1B, RAP1GAP2, RASGRP4, RELT, RHOC, RNF144B, RNF149, RXRA, S100A11, S100A4, SAMSN1, SASH1, SAT1, SCIMP, SCPEP1, SDCBP, SERPINA1, SGPL1, SH2D1B, SH3BP2, SIDT2, SIGLEC10, SIRPB1, SIRPB2, SLA, SLC11A1, SLC2A6, SLC31A2, SLC44A2, SLC7A7, SMAP2, SNX18, SOD2, SPN, SSH2, STK10, STK38, STX11, STXBP2, SULT1A1, SVIL, SWAP70, SYTL1, TAGLN, TBC1D8, TBCD, TBXAS1, TCF7L2, TCIRG1, TESC, TIAM1, TIMP1, TKT, TLE4, TLR2, TLR4, TMBIM1, TMC6, TMEM11, TMEM134, TMEM154, TMEM176B, TMPO, TMTC1, TNFRSF14, TNFRSF1B, TNFSF10, TSC22D3, TSPAN14, TSPAN32, TTYH3, TUBA1A, TXNIP, TYMP, TYROBP, UBXN11, UNC13D, UPP1, VAMP5, VASP, VMP1, VPS53, WARS, WDFY1, WDR11, WSB1, YPEL2, ZCCHC6, ZEB2, ZFAND5, ZNFX1 ICAM2,PHTF2,CCM2,TNFRSF1B,TNFRSF14,NAMPT,CSK,PIK3IP1,MT2A,GBP5 GSM4288846 4 Monocyte 0.0184581976112921 1.1929647021347e-06 17 103 835 0.16504854368932 ABTB1, ACAA1, ACAP2, ACPP, ACSL1, ACSL3, ACTN1, ACTR2, ADAM17, ADAM8, ADGRE1, ADGRE2, ADGRE3, ADM, ADORA2A-AS1, ADRBK2, AGFG1, AGPAT2, AGTRAP, AHNAK, AHR, AIF1, AIMP1, AKIRIN2, ALDH2, ALDH3B1, ALDOA, ALOX5, ALOX5AP, ANKLE2, ANKRD13D, ANPEP, ANXA1, ANXA11, ANXA2, ANXA5, AP1S2, APLP2, APOBEC3A, APOBR, AQP9, ARF5, ARHGAP26, ARHGDIB, ARL5B, ARPC1B, ARPC2, ARPC3, ARPC5, ARRB2, ARRDC1, ASAH1, ASGR1, ASGR2, ATF1, ATG16L2, ATG3, ATOX1, ATP11A, ATP13A3, ATP2B1, ATP5EP2, ATP5J2, ATP5L, ATP6AP2, ATP6V0B, ATP6V0D1, ATP6V0E1, ATP6V1B2, ATXN1, ATXN7L3, AUP1, AZI2, BACH1, BASP1, BATF3, BAX, BCL2A1, BCL3, BCL6, BEST1, BID, BLVRB, BNIP3L, BRI3, BRK1, BST1, BTF3L4, BTG1, BTG2, C10orf54, C14orf2, C15orf48, C16orf54, C16orf74, C19orf38, C1orf162, C1orf228, C20orf24, C3AR1, C4orf3, C4orf48, C5AR1, C6orf226, C9orf72, CACNA2D3, CALM2, CAP1, CAPG, CAPNS1, CAPZA2, CARD16, CARD19, CARS2, CASP1, CASP4, CAST, CBWD1, CCL20, CCL3L3, CCND3, CCNI, CCNL1, CCPG1, CCR1, CCRL2, CD14, CD1D, CD300C, CD300E, CD300LF, CD302, CD37, CD4, CD44, CD48, CD52, CD53, CD55, CD63, CD68, CD74, CD83, CD86, CD93, CDA, CDC42, CDC42EP2, CDC42EP3, CDKN1A, CEBPB, CEBPD, CEBPE, CES1, CFD, CFLAR, CFP, CHCHD10, CHCHD7, CHMP4B, CHP1, CHPT1, CHSY1, CHTF8, CITED2, CKAP4, CKLF, CLEC12A, CLEC4A, CLEC4E, CLEC5A, CLEC7A, CLIC1, CLTB, CMTM2, CMTM6, CMTM7, CNPY3, COMMD6, CORO1A, CORO2A, COTL1, COX17, COX5A, COX5B, COX6B1, COX7B, COX8A, CPPED1, CPVL, CRIP1, CRISPLD2, CSF2RA, CSF3R, CSGALNACT2, CSNK1A1, CSRNP1, CST3, CSTA, CTDSP1, CTSB, CTSD, CTSH, CTSS, CUX1, CWC25, CXCL1, CXCL16, CXCL3, CXCL8, CYBA, CYBB, CYP1B1, CYP46A1, CYTIP, DAZAP2, DDX3X, DDX60L, DENND3, DES, DGAT2, DIAPH1, DMXL2, DNAAF1, DNAJA1, DNTTIP2, DOCK2, DOCK5, DPEP2, DPH3, DPYD, DSE, DUSP1, DUSP6, EBLN2, EDEM1, EFHD2, EHD1, EIF1B, EIF4G2, ELF1, EMILIN2, EMP3, EPM2AIP1, EPN1, EREG, ERP29, ERP44, ESYT2, ETS2, EVI2A, EVI2B, FAM101B, FAM102B, FAM129B, FAM195A, FAM26F, FAM49A, FAM49B, FAM65B, FBP1, FBXL5, FCAR, FCER1G, FCGR1A, FCGR2A, FCGR3A, FCGR3B, FCGRT, FCN1, FFAR2, FGD4, FGL2, FGR, FKBP1A, FKBP1C, FKBP8, FMNL1, FOSB, FOSL1, FOXO3, FPR1, FPR2, FXYD5, FYB, G0S2, GAA, GABARAPL2, GAPT, GAS7, GBP2, GCA, GIMAP4, GK, GLIPR1, GLIPR2, GLRX, GLT1D1, GLUL, GMFG, GMIP, GNAI2, GNAI3, GNB2, GNG5, GNS, GPAT3, GPBAR1, GPBP1, GPCPD1, GPR84, GPSM3, GPX1, GRB2, GRINA, GRN, GRPEL1, GSTO1, H3F3C, HAL, HCAR3, HCK, HCLS1, HCST, HEBP2, HIF1A, HK2, HK3, HLA-A, HLA-B, HLA-C, HLA-DMA, HLA-DRA, HLA-DRB1, HLA-DRB5, HLA-E, HNMT, HP, HPSE, HSD17B11, HVCN1, ICAM3, IER2, IER3, IFI30, IFITM2, IFNGR1, IFNGR2, IGF2R, IGSF6, IL10RA, IL10RB-AS1, IL17RA, IL1A, IL1B, IL1RAP, IL1RN, IL6R, IQGAP1, IQSEC1, IRAK3, IRG1, ITGAM, ITGAX, ITGB2, ITM2B, ITPRIP, IVNS1ABP, JAK1, JAML, JMJD1C, JTB, JUND, KB-1507C5.4, KDM6B, KLF4, KLF6, KMT2C, KRT23, KYNU, LAMP2, LAMTOR1, LAMTOR2, LAMTOR4, LAMTOR5, LAPTM5, LAT2, LBR, LCP1, LDLR, LGALS1, LGALS3, LILRA1, LILRA2, LILRA4, LILRA5, LILRB1, LILRB2, LILRB3, LIMD2, LIMS1, LIN7A, LINC00694, LIPN, LITAF, LRG1, LRP1, LRPAP1, LRRC25, LRRFIP1, LRRK2, LSM6, LSP1, LST1, LTA4H, LTB4R, LUCAT1, LY86, LYN, LYPD3, LYST, LYZ, MAFB, MAN2B1, MAP1LC3B, MAP2K3, MAP7D1, MAPKAPK3, MARCKS, MCEMP1, MCL1, MCTP1, MEFV, MEGF9, METTL22, METTL9, MFSD1, MGAM, MID1IP1, MIDN, MIR22HG, MIR3945HG, MN1, MNDA, MPEG1, MRPL33, MS4A6A, MS4A7, MSL3, MSN, MSRB1, MT-ATP6, MT-CO3, MT-ND1, MT-ND2, MT-ND3, MT-ND4, MT-ND4L, MT-ND5, MTF1, MTHFS, MTMR11, MTPN, MTRNR2L1, MTRNR2L12, MTRNR2L6, MTRNR2L8, MX2, MXD1, MYADM, MYD88, MYO1F, MYO1G, NAAA, NABP1, NACC2, NADK, NAIP, NAMPT, NAPRT, NBN, NBPF19, NCF1, NCF2, NCF4, NCKAP1L, NCOR2, NDEL1, NDUFA1, NDUFA13, NDUFA2, NDUFB1, NDUFS6, NDUFS7, NDUFV3, NEAT1, NFAM1, NFKBIA, NFKBID, NFKBIZ, NINJ1, NLRC4, NLRP12, NLRP3, NOD2, NOP10, NR1H2, NUDT16, NUMB, NUP214, NUP98, OAZ1, ODF3B, OGFRL1, OLIG1, OLIG2, OLR1, ORM1, OSCAR, OSM, OTUD1, OXSR1, P2RX1, P2RY13, PABPC3, PADI2, PADI4, PAFAH1B2, PAK1, PALM2, PARVG, PCBP1, PCDHGA5, PDXK, PECAM1, PELI1, PFDN5, PGAM1, PGD, PGK1, PGLS, PGPEP1, PHACTR1, PHLDA2, PICALM, PILRA, PIM3, PKM, PKN1, PLAC8, PLAUR, PLBD1, PLD4, PLEK, PLK3, PLP2, PLSCR1, PLXDC2, PNP, PNPLA8, PNRC1, POLE4, POLR2J, POR, POSTN, POU2F2, PPIF, PPP1R15A, PPT1, PRAM1, PRDX5, PRELID1, PRKAG2-AS1, PRKCB, PROK2, PRR13, PRRX1, PSAP, PSEN1, PSMA4, PSMB10, PSMB7, PSMB8, PSME1, PSTPIP1, PTAFR, PTGES, PTGS2, PTP4A1, PTP4A2, PTPN6, PTPRC, PTPRE, PTX3, PYCARD, PYGL, QKI, QPCT, QSOX1, RAB11FIP1, RAB20, RAB27A, RAB31, RAB3D, RAC1, RAC2, RAE1, RALGDS, RAP1B, RASA2, RASGRP4, RBM47, RBMS1, RBP7, RELT, RETN, RGL4, RGS10, RGS19, RGS2, RILPL2, RIN3, RIPK2, RNASE2, RNASE6, RNASET2, RNF13, RNF130, RNF141, RNF144B, RNF149, RNF167, RNH1, RSL24D1, RTN3, RTN4, RXRA, S100A10, S100A11, S100A12, S100A4, S100A6, S100A8, S100A9, S100P, S100Z, SAMHD1, SAMSN1, SAT1, SAT2, SCIMP, SCN4B, SCO2, SCPEP1, SDCBP, SDHB, SEC62, SELK, SELL, SELT, SEMA4A, SERP1, SERPINA1, SERPINB1, SERPINB2, SERPINB6, SERPINB8, SERPINB9, SFT2D1, SH2B2, SH3BGRL3, SH3KBP1, SHKBP1, SHTN1, SIDT2, SIGLEC14, SIGLEC5, SIGLEC7, SIGLEC9, SIRPB1, SKIL, SKP1, SLA, SLC11A1, SLC15A3, SLC16A3, SLC16A5, SLC16A6, SLC24A4, SLC25A37, SLC2A3, SLC2A6, SLC31A2, SLC36A4, SLC3A2, SLC43A2, SLC4A1AP, SLC7A7, SLCO3A1, SLU7, SMARCD3, SMCO4, SMPDL3A, SNX10, SNX2, SNX27, SNX3, SOCS3, SOD2, SORL1, SP2-AS1, SPAG9, SPARC, SPATA13, SPG21, SPI1, SPOPL, SQRDL, SRA1, SRGN, SRSF3, SRSF5, SSR1, SSSCA1, STAT6, STEAP4, STK17B, STK40, STX11, STX3, STXBP2, SULF2, SULT1A1, SYAP1, SYN1, SYTL1, TACC3, TAF13, TAGLN2, TALDO1, TANK, TAX1BP1, TBC1D8, TCIRG1, TESC, TGFBI, THBS1, THEMIS2, TICAM1, TIMP1, TKT, TLCD2, TLR2, TLR4, TLR8, TM2D3, TM9SF2, TMBIM4, TMBIM6, TMEM154, TMEM167A, TMEM170B, TMEM176B, TMEM258, TMEM59, TMEM91, TNFAIP2, TNFAIP3, TNFAIP6, TNFRSF10B, TNFRSF12A, TNFRSF1A, TNFRSF1B, TNFRSF8, TNFSF13B, TNIP1, TNNI2, TOM1, TOMM7, TP53BP2, TPI1, TPM3, TRA2A, TREM1, TRIB1, TRIM25, TRMT6, TRPM4, TRPS1, TSC22D3, TSPO, TXN, TYMP, TYROBP, UBA52, UBE2D1, UBE2D3, UBE2V2, UBL7, UCKL1-AS1, UPK3A, UQCR11, UQCRB, USP10, USP15, USP3, UTF1, VAMP8, VASP, VCAN, VCL, VDR, VENTX, VIM, VIM-AS1, VIPR1, VMP1, VNN1, VNN2, VNN3, VPS29, VSTM1, WARS, WAS, WBP4, WIPF1, WSB1, YPEL5, ZEB2, ZFAND5, ZFP36, ZNF106, ZNF267, ZNF385A, ZYX SELL,IL6R,ITGB2,CD4,FXYD5,CTSB,LIMD2,HLA-A,CD44,SOCS3,LAPTM5,TNFRSF1B,CARD16,RNASET2,PLK3,NAMPT,SLC2A3 GSM4288846 5 Natural killer cell 0.014018691588785 8.89338750408308e-05 3 208 9 0.0144230769230769 FCGR3A, FCGR3B, KLRB1, KLRB1, KLRC1, KLRD1, KLRF1, KLRK1, NCAM1 KLRC1,KLRD1,KLRK1 GSM4288846 5 pro-Natural killer cell (pro-NK cell) 0.00480769230769231 0.0104000000000001 1 208 1 0.00480769230769231 ID2 ID2 GSM4288846 5 Plasmacytoid dendritic cell 0.00478468899521531 0.0206923546177307 1 208 2 0.00480769230769231 CD123, GZMB GZMB GSM4288846 5 Neural progenitor cell 0.013550135501355 0.0299277447977716 5 208 166 0.0240384615384615 ANP32E, APOLD1, ASPM, ATAD2, AURKB, BIRC5, BTG3, BUB1, BUB3, C19orf48, C21orf58, CCNA2, CCNB1, CCNB2, CDC20, CDCA3, CDCA4, CDCA5, CDCA7, CDK1, CDKN3, CDON, CENPF, CENPK, CENPM, CENPN, CENPU, CENPW, CHL1, CKAP2, CKAP2L, CKS1B, CKS2, CLIC1, CLSPN, CNTLN, CREB5, DACH1, DCX, DEPDC1B, DHFR, DLGAP5, DTYMK, DUT, EFNB1, EMX1, EMX2, EOMES, FAM60A, FAM64A, FBXO5, FEN1, GAP43, GINS2, GLI3, GMNN, GNG2, GNG5, GTSE1, H2AFV, H2AFX, H2AFZ, HAT1, HELLS, HES1, HIST1H4C, HJURP, HMGB2, HMGB3, HMGN2, HSPB1, ID4, IGF2BP1, ITGB3BP, KIAA0101, KIF11, KIF15, KIF22, KIF23, KIF2C, KNSTRN, KPNA2, LDHA, LMO3, LMO4, MAD2L1, MAPT, MCM2, MCM3, MCM4, MCM5, MCM6, MCM7, MDK, MEF2C, MELK, MFAP2, MIS18BP1, MKI67, MYT1L, NDC80, NOTCH1, NRXN1, NSG1, NTM, NUF2, NUSAP1, OIP5, ORC6, OTX1, PAICS, PAX6, PBK, PCNA, PCSK1N, PHGDH, PLIN2, PPAP2B, PRC1, PRR11, PTTG1, RAB3A, RBFOX2, RCN1, RNASEH2A, RPA3, RPS27L, RRM1, RRM2, RTN1, RUNX1T1, SCG3, SFRP1, SFRP2, SGOL1, SGOL2, SHTN1, SLA, SMC2, SMC4, SNAP25, SNRPB, SOX3, SOX9, SPAG5, SPC25, STMN2, SYT1, TACC3, TAGLN2, TGIF1, TMEM98, TMPO, TOP2A, TPX2, TUBA1B, TUBB4B, UBE2C, UBE2T, UCP2, UHRF1, VIM, WDR34, ZEB2, ZFHX4, ZWINT ZEB2,PTTG1,SMC4,H2AFX,HIST1H4C GSM4288846 5 Microglial cell 0.0367647058823529 8.0040418737326e-11 25 208 497 0.120192307692308 A2M, ABCG2, ABHD12, ABI3, ACTR2, ACY3, ADAM28, ADAM9, ADAP2, ADORA3, ADRB2, AIF1, ALOX5, ALOX5AP, ANXA11, ANXA4, ANXA5, AOAH, AP1B1, APBB1IP, APLP2, APOC1, APOE, APPL2, ARHGAP12, ARHGAP4, ARHGAP9, ARHGDIB, ARPC1B, ARRB2, ASAH1, ATAT1, ATM, ATP6V0E1, ATP8B4, AXL, B2M, B3GNT5, BCL11A, BEX1, BHLHE41, BIN1, BIN2, BLNK, BLVRB, BRI3, BST2, BTG2, C10orf128, C10orf54, C12orf75, C1orf61, C1QA, C1QB, C1QC, C2, C20orf27, C3, C3AR1, C5AR1, CAP1, CAPZB, CASP1, CCL3, CCL4, CCL4L2, CCND1, CCR1, CD14, CD164, CD24, CD300A, CD36, CD37, CD4, CD53, CD63, CD68, CD74, CD81, CD83, CD84, CD86, CEBPA, CEBPD, CECR1, CH25H, CMTM6, CMTM7, CNN3, CNPY3, COLGALT1, CORO1A, CPED1, CPVL, CREBL2, CREG1, CRYBB1, CSF1R, CSF3R, CSRP2, CTSA, CTSB, CTSC, CTSD, CTSL, CTSS, CX3CR1, CXCL16, CYBA, CYBB, CYFIP1, CYTH4, DAB2, DBN1, DCX, DHRS3, DHRS9, DNAJB1, DNPH1, DOCK2, DOCK4, DOCK8, DPP7, DUSP1, DYNLT1, EGFL7, EGR1, EGR2, EGR3, ELAVL4, ELF1, ENTPD1, EVI2A, FABP5, FABP7, FAM105A, FAM78A, FAM96A, FBLN1, FCER1G, FCGR1A, FCGR1B, FCGR1C, FCGR2A, FCGR3A, FCGRT, FES, FGD2, FLI1, FMNL3, FOLR2, FOS, FOSB, FPR1, FRMD4A, FTL, FXYD6, FYB, GAA, GADD45B, GAL3ST4, GALNT1, GAS6, GATM, GGA2, GGTA1P, GIMAP4, GLIPR1, GLUL, GM2A, GMFG, GNAI2, GNB4, GNG5, GNG7, GPM6A, GPN3, GPR183, GPR34, GPSM3, GPX1, GRN, GSN, GSTA4, GSTK1, GYPC, HAVCR2, HCK, HCLS1, HCST, HERPUD1, HEXA, HEXB, HIST1H1C, HLA-B, HLA-C, HLA-E, HN1, HPGDS, HSPA1A, HSPA1B, HTRA1, HVCN1, IER2, IER3, IFI16, IFI30, IFITM2, IFNGR1, IGF1, IGFBPL1, IGFLR1, IGSF6, IKZF1, IL10RA, IL13RA1, IL16, IL17RA, IL6R, IL6ST, INPP5D, IPCEF1, IRF8, ITGAM, ITGAX, ITGB2, ITM2B, ITM2C, ITPR2, JAG1, JUN, JUNB, KCTD12, KIAA0226L, KLF2, KLF6, LAIR1, LAMP1, LAMP2, LAPTM5, LAT2, LCP1, LGMN, LHFPL2, LILRB4, LIMS1, LINC00461, LINC00936, LINC00996, LINC00998, LINC01094, LINC01158, LINC01551, LIPA, LOC100506388, LOC100996255, LOC101929497, LOC284454, LPAR5, LPAR6, LPCAT2, LPIN2, LRMP, LST1, LTC4S, LY86, LY96, LYN, LYST, MAF, MAGED1, MAN2B1, MANBA, MAST3, MBNL1, MDK, MED12L, MEF2A, MEIS2, MERTK, METTL7A, MFSD1, MGAT1, MGAT4A, MGST2, MILR1, MIS18BP1, MKNK1, MLLT11, MNDA, MPEG1, MPP1, MRC1, MS4A7, MSN, MYH9, MYL12A, MYLIP, MYO1F, NAA20, NABP1, NAGA, NAIP, NCF4, NCKAP1L, NEAT1, NEU1, NEUROD6, NFIB, NFKBIA, NGFRAP1, NGRN, NINJ1, NNAT, NPC2, NPL, NR3C1, NR4A1, NR4A2, NRIP1, NSG1, OAS1, OCIAD2, OLFML3, OLR1, OSTF1, OTUD1, P2RX4, P2RY12, P2RY13, P3H2, PAFAH1B3, PAG1, PALD1, PARVG, PDGFB, PDK4, PDPN, PFN1, PFN2, PLA2G15, PLA2G7, PLCB2, PLD3, PLD4, PLEK, PLTP, PLVAP, PLXDC2, PNMA1, POLD4, PPA1, PPP1R18, PPT1, PRDX2, PRR13, PSAP, PSMB10, PTAFR, PTGS1, PTPN6, PTPRC, PTPRE, PTPRZ1, PYCARD, RAB29, RAB31, RAB32, RAB3IL1, RAPGEF6, RASSF4, RB1, RBMS1, RBP1, RCN3, RCSD1, REEP4, RGS1, RGS10, RGS19, RGS2, RHBDF2, RHOB, RHOG, RIN2, RNASE6, RNASET2, RNF13, RNF130, RNF135, RNF213, RPAIN, RPS6KA1, RTN1, RUNX1, RYR1, S100A11, SALL1, SAMSN1, SASH3, SAT1, SCAF11, SCAMP2, SCG3, SELPLG, SERPINA1, SERPINB6, SERPINF1, SESN3, SFMBT2, SFT2D1, SGK1, SH2B3, SIGLEC10, SIGLEC8, SIPA1L2, SIRPA, SLC15A3, SLC29A1, SLC29A3, SLC7A7, SLC7A8, SLC9A9, SLCO2B1, SMAP2, SOCS6, SORL1, SOX11, SOX4, SP100, SPP1, SPRED1, SRGN, STAB1, STMN1, STOM, STXBP2, SWAP70, SYK, SYNE2, SYNGR2, SYT1, TACC1, TAGAP, TAGLN3, TAL1, TAPBP, TBXAS1, TCF4, TCIRG1, TFEC, TGOLN2, TIMP2, TLN1, TLR10, TLR4, TLR7, TM6SF1, TMBIM1, TMC6, TMEM119, TMEM161B-AS1, TMEM173, TMEM52B, TMIGD2, TMIGD3, TMSB15A, TNFAIP8L2, TNFRSF1A, TNFRSF1B, TPP1, TPT1, TREM2, TSC22D1, TSC22D3, TSPAN13, TUBA1A, TUBB2B, TUBB3, TYROBP, UCP2, VAMP8, VAV1, VMP1, VSIG4, WAS, WASF2, WDR91, XBP1, YWHAQ, ZBTB20, ZFHX3, ZFP36, ZFP36L1, ZFP36L2, ZMYM6NB FCER1G,ENTPD1,LAT2,TMIGD2,ATP8B4,HAVCR2,LYN,CD63,ADAM28,DBN1,SAMSN1,FTL,RHOB,AOAH,RGS1,NR4A2,ZFP36,CEBPD,ABI3,PTPN6,ARHGAP9,ZFP36L1,TCIRG1,LIMS1,GLIPR1 GSM4288846 5 Effector CD8+ memory T (Tem) cell 0.0173611111111111 0.0019388733798793 5 208 85 0.0240384615384615 ADAM8, ADGRG1, ADRB2, AGTPBP1, AHNAK, ARHGAP25, ARL4C, BIN2, C12orf75, C1orf21, CAPN2, CASP8, CD300A, CEP78, CX3CR1, DSTN, EFHD2, EMP3, FCGR3A, FCGR3B, FCRL6, FGFBP2, FGR, FLNA, FUT11, GAB3, GK5, GLUL, GNLY, GZMB, GZMH, ITGAM, KCNAB2, KLRD1, KLRF1, LGALS1, LILRB1, LITAF, LLGL2, LPCAT1, LUZP6, MBP, MTSS1, MYO1F, MYO1G, OSBPL5, PATL2, PIK3R5, PLEK, PLEKHG3, PRKCB, PRSS23, PXN, RAP1B, RAP1GAP2, RAP2B, RASSF1, RGS19, RNF166, S1PR5, SAMD3, SH3BP5, SH3BP5-AS1, SLC2A1, SLC9A3R1, SLCO4C1, SPON2, SRPK2, STK10, SYNE1, TAGLN2, TBX21, TGFBR3, TM4SF19, TM4SF19-TCTEX1D2, TPST2, TTC16, TTC38, USP28, VCL, VEZF1, WDR37, ZEB2, ZEB2-AS1, ZNF600 ADGRG1,KLRD1,GZMB,ZEB2,LITAF GSM4288846 5 Mucosal-associated invariant T cell 0.0296296296296296 6.49675084840595e-07 8 208 70 0.0384615384615385 ADAM12, APOL3, B3GALT2, CCR1, CCR2, CCR6, CD160, CD40LG, CEBPD, CERK, COLQ, CTSH, DKK3, DPP4, DUSP1, EDEM2, ERN1, FKBP11, FLT4, GALC, GPR171, GPR65, GYG1, HACL1, HPGD, IFNGR1, IKZF2, IL12RB2, IL18R1, IL18RAP, IL23R, IL4I1, JAML, KLRB1, LOC643733, LST1, LTK, MBOAT1, ME1, MKNK1, NCR3, NFKBIA, NR1D1, NRIP1, OBFC1, ODF2L, P2RY14, PBXIP1, PDK3, PHACTR2, PNP, PRNP, RORA, RORC, RUNX2, SESN1, SLAMF1, SLC4A10, SPOCK2, SYTL2, TBC1D31, TC2N, TLE1, TMEM71, TMIGD2, TNF, TRAT1, TSPAN15, TTC39C, ZBTB16 TMIGD2,CD160,IKZF2,GPR65,CEBPD,IL18RAP,SYTL2,PRNP GSM4288846 5 Exhausted CD8+ T cell 0.118881118881119 0 51 208 272 0.245192307692308 ABCG1, ACP5, ACSL4, ACTN4, AFAP1L2, AHI1, AIP, AKAP5, ANKRD10, ANXA5, APOBEC3C, APOBEC3D, APOBEC3F, APOBEC3G, ARHGAP9, ARID5B, ARL3, ARNT, ARPC1B, ASB2, ATP10D, ATP8B4, ATXN1, BATF, BCL2L11, BLOC1S2, BST2, BTG3, C17orf62, CALCOCO2, CALM3, CAMK1, CAPZA2, CASP3, CAT, CBLB, CCDC141, CCL3, CCND2, CD200, CD27, CD27-AS1, CD2BP2, CD38, CD63, CD7, CD70, CD82, CD84, CHST12, CLECL1, CLNK, CLSTN3, COQ10B, COTL1, CREM, CSF1, CSNK2B, CTLA4, CTNNA1, CTNNB1, CTSB, CTSD, CXCL13, CXCR6, DCAF11, DDX60, DGKH, DRAP1, DUSP4, EID1, ENTPD1, ENTPD1-AS1, EPSTI1, ETNK1, ETV1, EWSR1, FAM3C, FASLG, FIBP, FKBP1A, FKBP1A-SDCBP2, FUT8, GABARAPL1, GALM, GALNT2, GAPDH, GATA3, GBP1, GBP2, GBP4, GCNT1, GFOD1, GGA2, GLDC, GMDS, GOLIM4, GPD2, GSTO1, GTF2I, HAVCR2, HLA-DMA, HLA-DRA, HMOX1, HNRNPLL, ICAM3, ICOS, ID2, ID3, IFI16, IFI27L2, IFI35, IFI6, IFNG, IGFLR1, IKZF3, IL21R, IL2RB, INPP5F, IRF2, IRF9, ITGAE, ITM2A, JMJD4, KIF20B, KIR2DL4, KLRC4, KRT86, LAG3, LAT2, LAYN, LDHA, LIMK1, LIMS1, LINC00299, LINC00963, LSM2, LSP1, LY6E, LY6G5B, LYST, MAD2L2, MAP2K3, MAPKAPK3, MAPRE2, MCL1, MIR155, MIR155HG, MIR4632, MIR497HG, MIS18BP1, MS4A6A, MTHFD1, MTHFD2, MX1, MYO1E, MYO7A, NAB1, NAPA, NASP, NCF4, NDFIP2, NEDD9, NFAT5, NR4A2, NRBP1, NUDT5, OAS3, OASL, OS9, OSBPL3, P2RY10, PAM, PARK7, PARP14, PDCD1, PDE7B, PDLIM7, PELI1, PFKP, PHEX, PHLDA1, PHTF2, PKM, PLPP1, PLSCR1, PMF1, PMF1-BGLAP, PON2, PPM1G, PPM1M, PRDM1, PRDX5, PRKAR1A, PRKCH, PSMA5, PSME2, PSTPIP1, PTGIS, PTMS, PTPN11, PTPN22, PTPN7, RAB27A, RALGDS, RBPJ, RFX5, RGS1, RGS2, RHBDD2, RHOH, RIN3, RNF19A, RNF31, SAMD9L, SAMSN1, SARDH, SCO2, SEL1L3, SEMA4A, SHFM1, SIRPG, SKIV2L2, SLA, SLC2A8, SLC4A5, SNAP47, SNX17, SNX9, SP140, SPTAN1, SRGAP3, SRGN, SRI, SSH1, STAM, STARD4, STAT3, SUSD6, SYNGR2, TBC1D4, TBK1, TBL1XR1, TET2, TFRC, TIGIT, TNFAIP3, TNFRSF1B, TNFRSF9, TNFSF4, TNS3, TOX, TOX2, TPI1, TRAF5, TRAFD1, TRPS1, TTC24, TTYH3, TYMP, UBASH3B, UBE2L6, VAMP5, VCAM1, VMP1, WARS, WHRN, YARS, ZBED2, ZFP36L1, ZMYM5, ZNF79 ENTPD1,LAYN,KRT86,LAT2,KIR2DL4,PLPP1,CD7,ATP8B4,ID3,IL2RB,ITGAE,TNFRSF9,HAVCR2,UBASH3B,MYO1E,CD63,AKAP5,TIGIT,FAM3C,SAMSN1,GAPDH,PTPN22,GFOD1,RGS1,ACP5,TOX,SIRPG,PDLIM7,SSH1,CTNNB1,DUSP4,RIN3,NR4A2,CBLB,PTMS,CREM,TPI1,FASLG,ARHGAP9,LSM2,NEDD9,ID2,ZFP36L1,ASB2,ACTN4,LIMS1,PRKCH,PRDX5,IL21R,CCND2,CXCR6 GSM4288846 5 Naive CD4+ T cell 0.00833333333333333 0.0485782499317939 2 208 34 0.00961538461538462 ABLIM1, ACTN1, C1orf162, C6orf48, CCR7, CD55, EEF1B2, EIF3L, FAM117B, FHIT, GIMAP5, GIMAP8, GPR183, IL7R, LDLRAP1, LRRC75A-AS1, LRRN3, MAL, MYC, NELL2, NOSIP, PRKCA, RPS5, RSL1D1, SATB1, SERINC5, SLC40A1, SVIL, TCF7, TESPA1, TMEM204, TRABD2A, TSHZ2, TXK TXK,ABLIM1 GSM4288846 5 Exhausted CD4+ T cell 0.0543130990415335 9.99200722162641e-15 17 208 122 0.0817307692307692 ADAM19, AHI1, AKAP5, AKR1A1, ARHGAP9, ASB2, ATP5C1, ATP6V1A, ATXN1, BATF, BHLHE40-AS1, BST2, BTLA, C9orf16, CAMK1, CAPZB, CCDC50, CD38, CD82, CD84, CDKN2A, CHN1, CKAP2, CLTC, CREM, CTLA4, CTSD, CXCL13, DBNL, DNPH1, DR1, DUSP4, ENTPD1, EPSTI1, ETV7, F2R, FKBP1A-SDCBP2, FUT8, GALM, GAPDH, GBP4, GNG4, GSPT1, HAVCR2, HNRNPK, ICOS, IFI27L2, IFI35, IFNG, IGFLR1, IKZF3, IL21, ITGA2, ITM2A, KCNK5, LAP3, LASP1, LIMA1, LIMS1, LINC00963, LYST, MAF, MAP1LC3A, MAPKAPK3, METTL8, MIR155HG, N4BP2, NAB1, NDFIP2, NMI, NR3C1, NUTF2, OGG1, PDCD1, PDE7B, PHEX, PHTF2, PKM, PRKAG1, PRKAR1A, PSME2, PTPN11, PTTG1, RAB11FIP1, RABGAP1L, RBPJ, RGS1, RGS2, RHBDD2, RILPL2, RNF19A, SARDH, SFXN1, SHFM1, SIRPG, SLC6A6, SLC9A9, SMC5, SPOCK2, SQRDL, SRGN, ST8SIA1, SUSD6, SYNJ1, TBC1D2B, TBXAS1, TIGIT, TMEM2, TNFRSF18, TNFSF8, TOX, TOX2, TPI1, TRAF3, TRPS1, UBE2L6, UNQ6494, UQCRH, WARS, WSB2, ZBED2, ZEB1 ENTPD1,HAVCR2,AKAP5,CCDC50,TIGIT,GAPDH,TNFRSF18,RGS1,TOX,SIRPG,DUSP4,PTTG1,CREM,TPI1,ARHGAP9,ASB2,LIMS1 GSM4288846 5 CD4+ cytotoxic T cell 0.0487804878048781 8.03690447526151e-13 14 208 93 0.0673076923076923 A2M, ABCA2, ABI3, ADGRG1, ADGRG5, ADRB2, AGPAT4, AHNAK, AKR1C3, APMAP, ARL4C, ARL5A, C12orf75, C1orf21, CCL4, CCL5, CD244, CD300A, CEP78, CHST12, CST7, CTSW, CX3CR1, DSTN, EFHD2, FCGR3A, FCRL6, FGFBP2, FGR, FUT11, GK5, GLUL, GNLY, GSTP1, GZMA, GZMB, GZMH, GZMM, HOPX, KLRG1, LGR6, LILRB1, LINC00612, LITAF, LLGL2, LOC100130872, LPCAT1, LYAR, MBP, MYBL1, MYO1F, NKG7, NPRL2, OSBPL5, PAFAH2, PATL2, PLEK, PLEKHA1, PLEKHG3, PRF1, PROK2, PRSS23, PTCH1, PTGDS, PTPN4, PXN, PZP, RAB29, RAP1B, RAP2B, RASSF1, RUNX3, S1PR5, SAMD3, SH3BP5, SLAMF7, SLC2A1, SPN, SPON2, SUN2, SYNE1, SYNE2, TARP, TGFBR3, TM4SF19, TM4SF19-TCTEX1D2, TMEM181, TTC16, TTC38, VCL, ZEB2, ZEB2-AS1, ZNF683 ADGRG1,GZMA,GZMB,CCL5,HOPX,GSTP1,PRF1,CST7,ZEB2,LITAF,ABI3,CD244,SLAMF7,NKG7 GSM4288846 5 FOXN4+ cell 0.0140350877192982 0.0101398207554249 4 208 81 0.0192307692307692 ACTL6A, ACTN1, ADAM15, ALDOA, AMD1, ARL4C, ARNTL2, BAMBI, BTG3, CARHSP1, CASP3, CCNO, CDC20B, CDK1, CDK2AP2, CDKN2A, CDT1, CENPM, CHCHD2, CHORDC1, DBF4, DGCR6, DHFR, DPY19L1, E2F7, E2F8, EIF2S2, ENO1, FOXJ1, FOXN4, GADD45B, GGH, GSKIP, HELLS, HYLS1, INSIG1, ISYNA1, KDELC2, KIAA0895, LAYN, LCK, LRRC26, LYZ, MAZ, MCIDAS, MYCL, NEK2, NETO2, NOP16, OAT, PAQR4, PCSK6, PIGW, PLK4, POLR2L, PPM1G, PRPS2, PSIP1, PSMC3, PTGES3, PTMA, PTPLAD1, RANBP1, RB1, RCC2, RTTN, SLFN11, SNRPG, STIL, TACC1, TAF11, TCF19, TM7SF3, TMEM106C, TTC30A, TYMS, UBE2T, USP13, WDR61, WHSC1, YWHAH LAYN,PTMA,ISYNA1,CDK2AP2 GSM4288846 5 Paneth cell 0.024904214559387 4.04689227859745e-05 13 208 327 0.0625 ABCA1, ABCG1, ABI3, ACP5, ACTRT3, ADAP2, ADCY7, ADCY9, ADGRG5, AIF1, AOAH, APOBEC3A, ARHGDIB, ARL4C, ARRB2, ATF5, ATP11A, ATP1B3, ATP6V1B2, BCL2A1, BIRC3, BRE-AS1, BTK, C1QA, C1QB, C1QC, C2, C5AR1, CASP1, CCDC134, CCL3, CCL4, CCR1, CD14, CD163, CD163L1, CD180, CD209, CD300A, CD300E, CD33, CD37, CD4, CD40, CD48, CD53, CD68, CD74, CD83, CD84, CD86, CEBPB, CECR1, CFP, CH17-340M24.3, CHI3L1, CLEC10A, CLEC2B, CLEC4G, CLEC7A, CMKLR1, CNEP1R1, CORO7, COTL1, CPVL, CR1, CREG1, CSF1R, CSF2RB, CSF3R, CTSC, CTSL, CTSZ, CXCL10, CXCL16, CXCL2, CXCL3, CXCL8, CXCL9, CXCR4, CXorf40A, CYBB, CYTH4, DAB2, DNAJA4, DNASE1L3, DOCK2, DOK2, DUSP2, DUSP6, EBI3, EDEM1, EIF4A3, EVI2B, EYA2, F13A1, FAM110A, FAM168A, FAM175B, FAM26F, FAM49A, FAM65A, FCER1G, FCGR1A, FCGR2A, FCGR3A, FERMT3, FES, FGD2, FGL2, FLI1, FLJ32255, FMNL1, FPR1, FYB, GATM, GBP5, GFRA2, GGTA1P, GLA, GM2A, GMFG, GNL3, GNPDA1, GPR132, GPR137B, GPR34, GPR65, GPSM3, HAVCR2, HCAR2, HCAR3, HCK, HCLS1, HCST, HLA-DMA, HLA-DMB, HLA-DPA1, HLA-DPB1, HLA-DQA1, HLA-DQB1, HLA-DRA, HLA-DRB1, HMOX1, HPGDS, HSPA6, ICAM1, ICAM4, IFI30, IFNGR1, IGSF6, IKZF1, IL10, IL1A, IL1B, IL1R2, IL1RN, IL23A, IL4I1, INHBA, INPP5D, IPMK, IRF8, IRS2, ITGAM, ITGAX, ITGB2, ITGB2-AS1, JMY, KIAA0226L, KIAA0930, KLHDC7B, KYNU, LAPTM5, LAT2, LCP1, LCP2, LGMN, LILRB1, LILRB2, LILRB4, LILRB5, LINC00996, LIPA, LMO2, LOC100130357, LOC100130476, LOC729732, LPAR6, LPCAT1, LSP1, LST1, LY86, LYN, LYPD3, LYVE1, LYZ, MAF, MAFB, MANBA, MARCH1, MCOLN1, MERTK, METAP1D, METRNL, MFSD1, MMP9, MPEG1, MRC1, MS4A4A, MS4A6A, MS4A7, MTHFD2, NAIP, NAMPT, NCF1, NCF1B, NCF2, NCF4, NCKAP1L, NDST2, NFAM1, NFKBIE, NINJ1, NINJ2, NLRP3, NPL, NR4A2, NR4A3, NSMAF, NUFIP1, ODF3B, OGFRL1, OSM, PDE4B, PELI1, PFKFB3, PGD, PIK3AP1, PLA2G7, PLAU, PLAUR, PLCB2, PLCG2, PLEK, PLIN2, PLXNC1, PPIF, PRKCB, PRMT9, PTAFR, PTGS2, PTPRC, PTPRE, RAC2, RAP2B, RASGEF1B, RASSF5, RGS19, RHBDF2, RIC1, RILPL2, RIPK2, RNASE6, RNF144B, RSAD2, RUNX3, SAMSN1, SECTM1, SFMBT2, SGK1, SGPP1, SH2B3, SIGLEC1, SIGLEC11, SLA, SLAMF7, SLAMF8, SLC15A3, SLC1A4, SLC23A2, SLC25A37, SLC35F6, SLC37A2, SLC7A5, SLC8B1, SLC9A9, SLCO2B1, SLFN11, SNN, SNX10, SNX20, SOD2, SPI1, SPIC, SPPL2A, SRGN, ST3GAL5, STAB1, STK26, STX11, TBXAS1, TFEC, THBD, TLR2, TLR4, TMEM206, TNF, TNFAIP2, TNFAIP3, TNFRSF1B, TNFSF13B, TPP1, TRAF1, TSPAN33, TYROBP, UAP1L1, UCP2, UVRAG, VAV1, VPS9D1, WAS, WDFY2, WDFY4, WIPF1, ZNF267, ZNF331 FCER1G,LAT2,HAVCR2,LYN,SAMSN1,AOAH,ZNF331,ACP5,NR4A2,GPR65,ABI3,SLAMF7,PRMT9 GSM4288846 5 Gonadal endothelial cell 0.0177514792899408 0.00458082731360465 12 208 480 0.0576923076923077 A2M, ABCG1, ABHD2, ACP2, ACTB, ADAM15, ADAMTS7, ADAMTS9, ADD3, ADM, ADRBK1, AGAP6, AGO4, AIF1, AKAP12, AMOTL1, ANGPT1, ANGPTL4, ANKRD6, ANP32E, ANXA11, ANXA2, APP, ARHGAP28, ARHGAP29, ARHGEF2, ARHGEF3, ARHGEF7, ARMCX2, ARPC1B, ARRB1, ASAP1, ASAP2, ASB7, ATP8A1, B4GALT6, BAZ1A, BCAP29, BCHE, BID, BIK, BIN3, BIRC5, BLCAP, BRD9, BUB1, BZW2, C1orf21, C1QTNF3, CALCRL, CALM1, CALML4, CAPG, CARD8, CCDC167, CCDC85A, CCDC85B, CCND1, CCPG1, CD109, CD200, CD24, CDC34, CDC37, CDC42EP1, CDCA5, CDCA7, CDCA8, CDK2AP1, CDYL, CHEK2, CHPF2, CHST12, CHST15, CKS1B, CLIC1, CMTM7, CNN2, CNOT1, COL5A2, COL6A2, COTL1, CPNE2, CREB5, CRIP2, CROCCP2, CSRNP3, CSRP1, CSRP2, CTDSP2, CTDSPL, CTGF, CTTNBP2, CYBA, CYP26B1, CYR61, CYYR1, DAB2, DAB2IP, DCTN5, DENND3, DGKZ, DIMT1, DIP2B, DIXDC1, DNAJC21, DNMT1, DOCK4, DOCK9, DPAGT1, DUSP6, EDIL3, EDN1, EDNRB, EFNA1, EFNA5, EFNB2, EGFL7, EGLN3, ELF1, ELK3, ELOVL1, EMCN, ENG, ENTPD1, EPB41L2, EPHA2, EPHB4, ETS1, ETS2, ETV6, EVA1B, F2R, FAM107B, FAM160B1, FAM171A1, FAM212A, FAM69B, FBLIM1, FBXL7, FCGRT, FDX1, FKBP1A, FKBP5, FLJ46906, FLRT2, FMNL3, FN1, FNBP1, FOXC1, FRG1, FRMD4A, FSCN1, FSTL1, FXYD5, FZD4, GAB1, GALNT18, GATA3, GDPD5, GEN1, GGT5, GNAS, GNG11, GNL1, GPATCH11, GPR161, GRAMD1A, GRB10, GRPEL2, GTF3A, GTPBP2, GUSB, GYPC, H1FX, HAPLN3, HBP1, HDAC7, HEIH, HEY1, HIPK2, HLA-E, HMGA1, HMGA2, HOMER3, HOTAIRM1, HOXA5, HOXA6, HPGD, HSPB1, HSPBAP1, HYAL2, ICA1, ID1, ID3, IDH2, IGF2BP1, IGF2BP2, IGFBP4, INAFM2, INF2, IRF2BPL, ITGA5, ITGA8, ITGA9, ITM2A, ITPRIP, JAM3, JUP, KCNN3, KDELC1, KDM7A, KDR, KIAA1033, KIAA1467, KIF3C, KIT, KLF4, KLF6, LAMA4, LAMB1, LAMC1, LAPTM5, LBR, LDB2, LHFPL2, LIG1, LIMCH1, LIMD2, LIMS1, LIPA, LMO2, LOC100190986, LOC100294145, LOC145783, LOXL2, LPAR6, LRIG3, LRP10, LRP11, LRP5, LRRC32, LRRFIP1, LUZP1, MAGED2, MAML2, MAN1A1, MAN2A1, MAN2C1, MAP3K11, MAP3K3, MAP4K2, MAP4K4, MARCH3, MARCKS, MAST4, MCMBP, MDK, MEF2C, MEIS2, MESDC1, MIDN, MMP16, MMS22L, MPDZ, MRPL52, MSN, MTIF3, MTSS1, MYO1B, MYO5C, NARF, NAV1, NAV3, NEAT1, NEDD9, NET1, NFAT5, NFIB, NFKB1, NID1, NMRK1, NOSTRIN, NOTCH1, NR2F1, NR2F1-AS1, NR2F2, NRP1, NRP2, NT5DC2, NTAN1, NUDT14, NUP50, OAS1, OLFML3, ORAI2, PALD1, PCDH17, PDE4B, PDE8A, PDK4, PDLIM7, PEA15, PEAR1, PELI1, PELI2, PFN1, PGM2L1, PGS1, PHLDB2, PIEZO2, PIGK, PIM3, PIP4K2A, PIP5K1C, PLAT, PLD2, PLEKHA1, PLEKHO2, PLS3, PLVAP, PLXNA2, PLXND1, PMAIP1, PMEPA1, PNP, POC5, POLE4, PPM1F, PPM1G, PRCP, PRDM4, PREX1, PRKAB1, PRKD2, PRR5, PTPRE, PTPRM, PTRF, PXDC1, PXDN, PXN, RAB31, RAB4A, RACGAP1, RALA, RALB, RALGAPA2, RAMP2, RAP2A, RAP2C, RAPGEF5, RAPGEF6, RAPH1, RARB, RASIP1, RBMS1, RDX, REL, REPIN1, RFC3, RGL1, RGS3, RGS5, RHOJ, RIN3, RNASEH2A, RNF185, RPS6KA2, RTKN, S100A11, S100A13, S100A16, SASH1, SBDSP1, SCO1, SEMA6A, SEPN1, SETD8, SGOL2, SH2B3, SH2D3C, SH3TC1, SHANK3, SHC1, SKAP2, SLC12A7, SLC27A3, SLC41A3, SLC9A3R2, SMAD1, SMAGP, SMAP2, SMG5, SMIM13, SMTN, SNCG, SNRK, SOCS3, SP100, SPAG9, SPIN4, SPRY1, SPTBN1, SRD5A3, SSFA2, SSH1, ST3GAL6, ST6GAL1, STIM2, STON2, TAB1, TAGLN2, TANC2, TBC1D1, TCIRG1, TEK, TFPI, TFPI2, TGFBR2, THEM6, THSD1, THY1, TIMELESS, TIMP3, TJP1, TLE1, TM4SF1, TMCO3, TMEM173, TMEM184B, TMEM204, TMEM237, TMEM37, TMEM44, TMEM88, TMEM8A, TMSB4X, TNFAIP2, TNFAIP8L1, TNFRSF1A, TP53, TP53I11, TP53I3, TP53TG1, TPP2, TPST2, TRAF3IP2, TRIM44, TRMT10A, TSPAN18, TSPAN4, TTC28, TTLL5, TUBA1C, TUBB2B, TUBB6, UBE2C, USB1, UTRN, VAMP5, VASH1, VAV3, VIM, VTI1B, WARS, WIPF1, WIPI1, WWTR1, XRCC4, YEATS2, ZCCHC24, ZDHHC7, ZEB1, ZKSCAN8, ZNF250, ZNF267, ZNF521, ZNF667, ZSWIM6 ENTPD1,ID3,PDLIM7,SSH1,RIN3,SPRY1,DGKZ,PMAIP1,NEDD9,NARF,TCIRG1,LIMS1 GSM4288846 5 Luminal epithelial cell 0.00478468899521531 0.0206923546177307 1 208 2 0.00480769230769231 ANKRD30A, SYTL2 SYTL2 GSM4288846 5 Multilymphoid progenitor cell 0.0202788339670469 0.000534493997871199 16 208 597 0.0769230769230769 AARS2, AARSD1, ABCA7, ABCA9, ABCG2, ACAP1, ACIN1, ACRC, ADAMTS6, ADAP1, ADGRE1, ADGRL1, AES, AFF1, AFF3, AGAP6, AGER, AIF1, AKAP17A, AKAP7, AKAP8, ALOX12P2, AMHR2, AMN1, AMPD2, AMPH, ANKHD1-EIF4EBP3, ANKRD11, ANKRD13D, ANKS3, AP2A2, ARHGAP24, ARHGAP4, ARHGAP9, ARHGEF1, ARHGEF2, ARHGEF7, ARID5B, ARNT2, ARPP21, ARRB2, ATAD3B, ATF7IP2, ATHL1, ATM, ATN1, ATP10A, ATP11A-AS1, ATP13A4, ATP9A, AUTS2, AVIL, BASP1, BCAS4, BCL2A1, BCL6, BDP1, BMF, BRF1, BTG1, BTN2A1, BTN3A1, C10orf76, C11orf72, C15orf39, C15orf52, C16orf74, C19orf43, C19orf66, C2CD2L, C5AR1, C6orf48, C6orf99, CABLES2, CABP4, CACNA1C, CADM2, CAMK2G, CAMK4, CASZ1, CAV1, CBX4, CBX7, CCDC144CP, CCDC162P, CCDC6, CCDC85C, CCDC88B, CCDC92, CCHCR1, CCL4L1, CCZ1, CD37, CD6, CD79A, CDH9, CDKN2D, CDYL, CELF1, CHD3, CHRM3, CHRNA3, CIR1, CIRBP, CLEC4A, CLN3, CMC2, CMIP, CMPK2, CMYA5, CNOT1, CNTNAP1, COL24A1, COTL1, CREG2, CRELD2, CROCC, CROCCP2, CRY2, CSF2RA, CSMD1, CSN1S1, CSNK1E, CSNK1G2, CSRNP1, CTSD, CUBN, CUTA, CXCL10, CXCL16, CXXC5, CYFIP2, DARS-AS1, DDAH2, DDX23, DGKA, DGKD, DGKQ, DHFRL1, DHX30, DHX8, DIP2B, DLGAP1-AS1, DLGAP4-AS1, DNAL1, DNASE1, DNASE2, DNHD1, DNM1, DOC2GP, DOK2, DPF1, DPP9, DTX3, DUSP1, DUSP2, DUSP22, DUSP4, DVL1, DYNLL2, DYRK2, EFNB2, EFR3B, EGLN2, EIF1AX-AS1, EIF2S2P3, EIF3EP1, EIF4A1, ELK1, ELP5, EMC8, EPB42, EPHA1-AS1, EVL, EXT1, EZH1, FAM103A1, FAM106A, FAM129C, FAM134B, FAM157C, FAM219A, FAM222B, FAM69A, FAM83D, FAM83G, FBRS, FBRSL1, FBXO38, FCAR, FCGR3B, FCHSD2, FCRL1, FFAR1, FFAR2, FLYWCH1, FMN1, FMNL1, FMNL3, FOSB, FOXN3, FPGT-TNNI3K, FURIN, FZD8, GALNT2, GALNT6, GCA, GFOD1, GLTSCR2, GNA12, GNAI2, GNPTAB, GOLGA2, GON4L, GRIK1, GSDMB, GSTP1, GUSBP2, GVINP1, GYPB, HECW2, HERPUD1, HES1, HHLA1, HIC1, HIST1H2BK, HIST1H4C, HIST1H4I, HIVEP1, HIVEP3, HLA-B, HMGCS1, HMHA1, HNRNPUL1, HOXA3, HOXA5, HVCN1, ICAM1, ID2, IER2, IER5, IFFO2, IFI44L, IFNG, IFNGR2, IGF1, IGF1R, IGF2R, IGFBP6, IL10, IL17RA, IL18RAP, IL1R2, IL23A, IL24, IL7R, INADL, INO80, INPP5K, IQGAP2, ITGB2, ITPKB, JARID2, JUNB, JUND, KCNMB1, KDM2A, KDM2B, KDM7A, KIAA0355, KIAA0430, KIAA0556, KIAA1024, KIAA2013, KIR3DX1, KLF7, KLRB1, KMT2B, LAIR1, LAIR2, LCK, LEF1, LENG8-AS1, LGSN, LIMS2, LINC00304, LINC00869, LINC01554, LMBR1L, LMF2, LMLN, LRCH1, LRG1, LRRC43, LRRC69, LRRK1, LRWD1, LSM14B, LSM7, LTB, LY86, MAF, MAFB, MAGEE1, MALAT1, MAML2, MAN1A2, MANEA-AS1, MAP1A, MAP3K11, MAP3K7CL, MAP4K4, MAPKBP1, MB, MBD6, MDGA2, MED13L, MEF2C, MEX3C, MFSD4, MGAM, MGRN1, MIDN, MKNK1, MLLT6, MLXIP, MMP9, MN1, MNT, MOB3A, MOK, MPHOSPH8, MPRIP, MREG, MRPL55, MRPS24, MSL1, MTURN, MVD, MVK, MYO9B, MYPOP, MZF1-AS1, NAA60, NATD1, NEDD9, NEGR1, NEIL1, NFATC2, NFIA-AS2, NFKBIA, NHLRC3, NKIRAS1, NLRP1, NOTCH1, NR3C1, NRCAM, NRDE2, NSUN2, NUAK2, NYNRIN, OCEL1, OCIAD2, OSTN, OVGP1, PAFAH2, PAG1, PAK1, PALB2, PALD1, PALLD, PANX2, PAQR6, PBXIP1, PCDH9, PCSK5, PDE7A, PDE9A, PER1, PET100, PFDN5, PHKA2, PI4KA, PIEZO1, PIK3C2B, PIK3R1, PILRB, PIM2, PIM3, PIP5KL1, PITHD1, PLA2G6, PLEKHA2, PLEKHO1, PLLP, PLXND1, POLR2J3, POMT1, POU2F2, PPAP2C, PPBP, PPP1R10, PPP1R12C, PPP1R13L, PPP1R16B, PRKACA, PRKCQ-AS1, PRKD2, PRKRIP1, PRKRIRP3, PRMT6, PTGER4, RAB31, RAB33A, RAB4B, RANBP10, RAPGEF1, RASAL3, RASSF5, RBM17, RBM38, RBPMS, RELB, RERE, REXO1L1P, RFC1, RGL4, RGS1, RHOH, RHOT2, RHPN1, RNASET2, RNF220, RNU6-645P, RPAIN, RPL32P3, RPS27, RPS4XP16, RPS6KA2, RRAGC, RSPH4A, RSRC1, RUNX3, RWDD1, SAP30L-AS1, SASH3, SAT2, SCN11A, SCRG1, SEMA3C, SENCR, 9-Sep, SERPINF1, SETD1B, SGIP1, SH3GL1P1, SIN3B, SIPA1, SIVA1, SLC13A4, SLC15A4, SLC25A5-AS1, SLC30A5, SLC35E3, SLC38A1, SLC43A2, SLC4A4, SLC7A6, SLC8A1-AS1, SLC8B1, SLC9A3R1, SLCO5A1, SLITRK5, SMARCA4, SMIM3, SNHG6, SNHG7, SNHG9, SNRNP70, SNX33, SON, SOX11, SOX2-OT, SOX4, SP110, SPACA6P, SPAG5, SPATA21, SPECC1, SPON1, SPRTN, SRP72P2, SRSF4, SSBP3, SSH2, SSSCA1, ST20-AS1, ST3GAL1, STAT6, STK10, STK4, STRBP, STRN4, STX3, STX6, SUSD1, SYN3, SYT4, TAF5, TBC1D17, TBX10, TBX19, TCF3, TCF4, TCF7, TCF7L2, TECPR1, TENM1, TFE3, THBS3, TMC8, TMEM106A, TMEM136, TMEM156, TMEM192, TMEM38A, TMSB10, TNFAIP3, TNFRSF1B, TNFSF11, TNS3, TOP3A, TP53I11, TPM2, TPT1-AS1, TRAF4, TRAPPC2B, TRAT1, TRBC2, TRBV23-1, TRIAP1, TRIB2, TRIM71, TSC22D1, TSC22D3, TTBK2, TTC13, TTC21A, TTN, TUSC7, UBE2Z, UGT3A2, ULBP1, ULK1, UPF2, USF2, USP36, UTP14C, VAMP2, VHL, VPS13D, VPS37B, WDR20, WDR53, WDR66, WFS1, WIPF2, WWOX, XIRP2, YPEL3, YTHDF1, YTHDF3-AS1, ZBTB4, ZBTB7A, ZBTB8A, ZC3H13, ZFAND2A, ZFAS1, ZFP36L1, ZMAT3, ZNF12, ZNF133, ZNF230, ZNF274, ZNF430, ZNF444, ZNF526, ZNF532, ZNF606, ZNF608, ZNF626, ZNF740, ZNF843, ZP1, ZSCAN30, ZSWIM8, ZYX CXXC5,GSTP1,GFOD1,RGS1,DUSP4,PIK3R1,BCAS4,TRBC2,IL18RAP,GNPTAB,ARHGAP9,NEDD9,ID2,ZFP36L1,HIST1H4C,VPS37B GSM4288846 5 Granulocyte-monocyte progenitor 0.0155763239875389 0.00786085878483367 5 208 118 0.0240384615384615 ADK, ALDH4A1, ANXA1, AP3S1, APLP2, APPL1, AREG, ASPM, B3GALNT1, BTF3L4, CALCOCO2, CALR, CASQ1, CCDC181, CCNE2, CD38, CD96, CDKN3, CLEC12A, CLSPN, COMMD5, CP, CPA3, CRNDE, CSF3R, CST7, CSTA, CTSG, DEPDC7, ELANE, EPX, ERAP2, F13A1, FAM129A, FAM45A, FAM96A, FCGR2A, FNDC3B, GAPDHP42, GCNT1, HAL, HGF, HTATSF1, IFNAR2, IGFBP7, IGLL1, IL1RAP, KBTBD11, KCNE3, KIAA0101, LDHA, LGALS1, LRPPRC, M1AP, MAMDC2, MAP3K8, MCM10, MCM4, MCM6, METTL7B, MGST1, MPO, MS4A2, MS4A3, MTND4P15, MUC1, MYBL2, NOG, NPM1P37, NQO1, NUCB2, NUF2, PDE3B, PEG3, PIFO, PLD1, PLEK, PRTN3, PTPN14, PTPRE, PYGL, RAB3D, RAB44, RAD51AP1, RETSAT, RMI2, RNASE2, RNASE3, SDC4, SELL, SERPINB1, SHCBP1, SKA3, SMIM24, SPON2, SUCNR1, TCF19, TLR4, TM7SF3, TNFSF13B, TPPP3, TPSAB1, TPSB2, TPSD1, TRGC1, TRGC2, TTK, TYMSOS, UBE2J1, UBTD2, UHRF1, USP13, VDAC1, VIM, VMP1, VPREB1, ZFP37, ZNF714 AREG,MAP3K8,CD96,CST7,TRGC2 GSM4288846 5 CD141+CLEC9A+ dendritic cell 0.0256410256410256 2.2539230838281e-05 8 208 112 0.0384615384615385 ACSS2, ACTN1, ADAM28, ANPEP, APOL1, APOL3, ASAP1, ASB2, AX747832, B3GNT7, BATF3, BCL6, BTLA, C1ORF21, C1ORF54, CADM1, CAMK2D, CCND1, CD38, CD40, CD59, CD93, CLEC9A, CLNK, CPNE3, CPVL, CSRP1, CTTNBP2NL, CYB5R3, CYP2E1, DENND1B, DHRS3, DNASE1L3, DPP4, DSE, DST, DUSP10, DUSP2, EHD4, ELOVL5, ENPP1, FAM135A, FAM160A2, FAM190A, FCRL6, FLT3, FNBP1, FUCA1, GCET2, GSTM4, GYPC, HAVCR2, HLA-DOB, HLA-DPA1, HLA-DPB1, HLA-DPB2, HLA-DQB, HLA-DQB1, ID2, IDO1, IDO2, INF2, KCNK6, KIAA1598, KIF16B, LACC1, LGALS2, LIMA1, LMNA, LOC541471, LOC645638, LRRC18, MTERFD3, NAV1, NCALD, NDRG2, NET1, OSBPL3, PAFAH1B3, PALM2, PDE4DIP, PDLIM1, PDLIM7, PIK3CB, PLCD1, PPA1, PPM1H, PPM1M, PQLC2, PRELID2, PTK2, RAB11FIP4, RGS10, SCARF1, SLAMF7, SLAMF8, SLC24A4, SLC9A9, SNX22, SNX3, STX3, TGM2, THBD, TLR10, TMEM14A, TRERF1, VAC14, VAV3, WDFY4, WHAMMP3, XCR1, ZNF366 B3GNT7,HAVCR2,ADAM28,FUCA1,PDLIM7,SLAMF7,ID2,ASB2 GSM4288846 5 CD1C+_A dendritic cell 0.0127118644067797 0.00402129296825038 3 208 31 0.0144230769230769 ADAM8, AGPAT9, AREG, C10ORF128, CACNA2D3, CCR6, CD1C, CD1D, CD1E, CD2, CD33, CLEC10A, CLEC17A, CLEC4A, CLIC2, CREB5, ENTPD1, ETS2, FCER1A, FCGR2B, ITGA5, MBOAT7, NOD2, NR4A2, PEA15, PER1, PID1, PTAFR, PTGS1, SLC2A3, SMA ENTPD1,AREG,NR4A2 GSM4288846 5 CD1C+_B dendritic cell 0.0113636363636364 0.0235357200986583 3 208 59 0.0144230769230769 ADAM15, ANXA1, AOAH, ASGR1, BST1, C9ORF89, CD14, CD163, CD1D, CD36, CES1, CES1P1, CLEC10A, CREB5, CSF3R, CSTA, DQ575504, EREG, F13A1, FCER1A, FCN1, FPR1, HBEGF, HNMT, IL13RA1, IL1B, IL1RN, IL27RA, ITGA5, LAT2, LMNA, LOC284454, LYZ, MGST1, MICAL2, MNDA, MPP7, MTMR11, NAIP, NFE2, NLRP12, NLRP3, NOD2, NR4A2, PID1, PLBD1, PTAFR, RAB27A, RAB3D, RETN, RNASE2, S100A12, S100A8, S100A9, SLC2A3, SMA, TMEM173, TREM1, VCAN LAT2,AOAH,NR4A2 GSM4288846 5 CD1C-CD141- dendritic cell 0.0280373831775701 3.15454039911955e-06 15 208 342 0.0721153846153846 ABCC3, ABHD3, ABI3, ACOT9, ADRBK1, AGTRAP, AIF1, AK123771, AK124399, AK307192, AL137655, ALDH3B1, ALOX5, AMPD2, AP2A1, APOBEC3A, APOL6, ARAP1, ARAP2, ARHGEF3, ARL4A, ARRB1, ARRB2, ARRDC3, ASAH1, ATP1B3, BACH1, BCL2A1, BID, BIN2, BLOC1S3, BLVRA, C10ORF46, C10ORF54, C11ORF21, C15ORF39, C19ORF38, C20ORF112, C3AR1, C5AR1, C9ORF72, CABP4, CALML4, CAMK1, CAMKK2, CASP1, CASP4, CCM2, CCPG1, CD244, CD300A, CD300E, CD300LF, CD52, CD68, CD79B, CD97, CDC42EP3, CDH23, CDKN1C, CFD, CHST15, CKB, CLEC12A, CLEC4F, CLEC7A, CMTM7, CNIH4, CORO2A, CPPED1, CSF1R, CSGALNACT2, CSK, CTSL1, CTSS, CX3CR1, CXCL16, CYTIP, DDX58, DDX60, DDX60L, DENND3, DENND5A, DKFZP451J181, DMXL2, DNAJB1, DNASE2, DOK2, DOK3, DPEP2, DRAP1, DUSP1, DUSP6, EHD1, EMR1, EMR2, ERICH1, EVL, FAM110A, FAM126A, FAM26F, FAM45B, FAM46A, FCAR, FCGR2A, FCGR2C, FCGR3A, FCGR3B, FCN1, FGD3, FGD4, FGR, FLNA, FOXO1, FPR1, FTH1, FTL, FYB, GBP1, GBP2, GBP4, GBP5, GIMAP1, GIMAP2, GIMAP4, GIMAP7, GLUL, GNG2, GNS, GPBAR1, GPR155, GRAMD1A, HCK, HEG1, HK1, HK3, HLA-E, HMOX1, HSBP1, HSPA7, ICAM2, ICAM4, IFI30, IFI6, IFIT2, IFIT3, IFITM1, IFITM2, IFITM3, IFNGR2, IL12RB1, IMPDH1, INSIG1, IRAK3, IRF1, ISG15, ITGAL, ITGB1, ITM2B, KDM1B, KIAA0513, KLF11, KLF3, KSR1, L1TD1, LCP2, LGALS3, LILRA2, LILRA5, LILRA6, LILRB1, LILRB2, LIMS1, LOC100133161, LOC200772, LOC388312, LRP1, LRRC25, LST1, LTA4H, LY6E, LYN, LYST, MAFB, MAGED2, MAP3K1, MARCKS, MBD2, MCTP1, MEFV, MPP1, MS4A4A, MS4A7, MSN, MT2A, MTSS1, MXD3, MYO1G, MYOF, NAAA, NADK, NAMPT, NAP1L1, NBEAL2, NCF2, NDUFB3, NEAT1, NECAP2, NEURL, NFAM1, NFKBIZ, NINJ1, NLRP1, NPL, NR4A1, NUDT16, OAS1, P2RX1, P2RY13, PAG1, PDLIM5, PDP1, PECAM1, PELI1, PHTF2, PIEZO1, PIK3AP1, PIK3IP1, PILRA, PITPNM1, PLEKHO2, PLIN2, PLXNC1, PNPLA6, POU2F2, PPM1F, PRAM1, PSAP, PSTPIP2, PTGER2, PTGER4, PTP4A3, PTPN13, PTPN6, PTPRC, PYGL, RAB10, RAB24, RAB37, RAB3D, RALB, RAP1B, RAP1GAP2, RASGRP4, RELT, RHOC, RNF144B, RNF149, RXRA, S100A11, S100A4, SAMSN1, SASH1, SAT1, SCIMP, SCPEP1, SDCBP, SERPINA1, SGPL1, SH2D1B, SH3BP2, SIDT2, SIGLEC10, SIRPB1, SIRPB2, SLA, SLC11A1, SLC2A6, SLC31A2, SLC44A2, SLC7A7, SMAP2, SNX18, SOD2, SPN, SSH2, STK10, STK38, STX11, STXBP2, SULT1A1, SVIL, SWAP70, SYTL1, TAGLN, TBC1D8, TBCD, TBXAS1, TCF7L2, TCIRG1, TESC, TIAM1, TIMP1, TKT, TLE4, TLR2, TLR4, TMBIM1, TMC6, TMEM11, TMEM134, TMEM154, TMEM176B, TMPO, TMTC1, TNFRSF14, TNFRSF1B, TNFSF10, TSC22D3, TSPAN14, TSPAN32, TTYH3, TUBA1A, TXNIP, TYMP, TYROBP, UBXN11, UNC13D, UPP1, VAMP5, VASP, VMP1, VPS53, WARS, WDFY1, WDR11, WSB1, YPEL2, ZCCHC6, ZEB2, ZFAND5, ZNFX1 SH2D1B,LYN,SAMSN1,FTL,RHOC,ITGB1,ZEB2,ABI3,PTPN6,CD244,AP2A1,TCIRG1,LIMS1,VASP,SDCBP GSM4288846 5 Monocyte 0.0296150049358342 3.07765590790154e-09 30 208 835 0.144230769230769 ABTB1, ACAA1, ACAP2, ACPP, ACSL1, ACSL3, ACTN1, ACTR2, ADAM17, ADAM8, ADGRE1, ADGRE2, ADGRE3, ADM, ADORA2A-AS1, ADRBK2, AGFG1, AGPAT2, AGTRAP, AHNAK, AHR, AIF1, AIMP1, AKIRIN2, ALDH2, ALDH3B1, ALDOA, ALOX5, ALOX5AP, ANKLE2, ANKRD13D, ANPEP, ANXA1, ANXA11, ANXA2, ANXA5, AP1S2, APLP2, APOBEC3A, APOBR, AQP9, ARF5, ARHGAP26, ARHGDIB, ARL5B, ARPC1B, ARPC2, ARPC3, ARPC5, ARRB2, ARRDC1, ASAH1, ASGR1, ASGR2, ATF1, ATG16L2, ATG3, ATOX1, ATP11A, ATP13A3, ATP2B1, ATP5EP2, ATP5J2, ATP5L, ATP6AP2, ATP6V0B, ATP6V0D1, ATP6V0E1, ATP6V1B2, ATXN1, ATXN7L3, AUP1, AZI2, BACH1, BASP1, BATF3, BAX, BCL2A1, BCL3, BCL6, BEST1, BID, BLVRB, BNIP3L, BRI3, BRK1, BST1, BTF3L4, BTG1, BTG2, C10orf54, C14orf2, C15orf48, C16orf54, C16orf74, C19orf38, C1orf162, C1orf228, C20orf24, C3AR1, C4orf3, C4orf48, C5AR1, C6orf226, C9orf72, CACNA2D3, CALM2, CAP1, CAPG, CAPNS1, CAPZA2, CARD16, CARD19, CARS2, CASP1, CASP4, CAST, CBWD1, CCL20, CCL3L3, CCND3, CCNI, CCNL1, CCPG1, CCR1, CCRL2, CD14, CD1D, CD300C, CD300E, CD300LF, CD302, CD37, CD4, CD44, CD48, CD52, CD53, CD55, CD63, CD68, CD74, CD83, CD86, CD93, CDA, CDC42, CDC42EP2, CDC42EP3, CDKN1A, CEBPB, CEBPD, CEBPE, CES1, CFD, CFLAR, CFP, CHCHD10, CHCHD7, CHMP4B, CHP1, CHPT1, CHSY1, CHTF8, CITED2, CKAP4, CKLF, CLEC12A, CLEC4A, CLEC4E, CLEC5A, CLEC7A, CLIC1, CLTB, CMTM2, CMTM6, CMTM7, CNPY3, COMMD6, CORO1A, CORO2A, COTL1, COX17, COX5A, COX5B, COX6B1, COX7B, COX8A, CPPED1, CPVL, CRIP1, CRISPLD2, CSF2RA, CSF3R, CSGALNACT2, CSNK1A1, CSRNP1, CST3, CSTA, CTDSP1, CTSB, CTSD, CTSH, CTSS, CUX1, CWC25, CXCL1, CXCL16, CXCL3, CXCL8, CYBA, CYBB, CYP1B1, CYP46A1, CYTIP, DAZAP2, DDX3X, DDX60L, DENND3, DES, DGAT2, DIAPH1, DMXL2, DNAAF1, DNAJA1, DNTTIP2, DOCK2, DOCK5, DPEP2, DPH3, DPYD, DSE, DUSP1, DUSP6, EBLN2, EDEM1, EFHD2, EHD1, EIF1B, EIF4G2, ELF1, EMILIN2, EMP3, EPM2AIP1, EPN1, EREG, ERP29, ERP44, ESYT2, ETS2, EVI2A, EVI2B, FAM101B, FAM102B, FAM129B, FAM195A, FAM26F, FAM49A, FAM49B, FAM65B, FBP1, FBXL5, FCAR, FCER1G, FCGR1A, FCGR2A, FCGR3A, FCGR3B, FCGRT, FCN1, FFAR2, FGD4, FGL2, FGR, FKBP1A, FKBP1C, FKBP8, FMNL1, FOSB, FOSL1, FOXO3, FPR1, FPR2, FXYD5, FYB, G0S2, GAA, GABARAPL2, GAPT, GAS7, GBP2, GCA, GIMAP4, GK, GLIPR1, GLIPR2, GLRX, GLT1D1, GLUL, GMFG, GMIP, GNAI2, GNAI3, GNB2, GNG5, GNS, GPAT3, GPBAR1, GPBP1, GPCPD1, GPR84, GPSM3, GPX1, GRB2, GRINA, GRN, GRPEL1, GSTO1, H3F3C, HAL, HCAR3, HCK, HCLS1, HCST, HEBP2, HIF1A, HK2, HK3, HLA-A, HLA-B, HLA-C, HLA-DMA, HLA-DRA, HLA-DRB1, HLA-DRB5, HLA-E, HNMT, HP, HPSE, HSD17B11, HVCN1, ICAM3, IER2, IER3, IFI30, IFITM2, IFNGR1, IFNGR2, IGF2R, IGSF6, IL10RA, IL10RB-AS1, IL17RA, IL1A, IL1B, IL1RAP, IL1RN, IL6R, IQGAP1, IQSEC1, IRAK3, IRG1, ITGAM, ITGAX, ITGB2, ITM2B, ITPRIP, IVNS1ABP, JAK1, JAML, JMJD1C, JTB, JUND, KB-1507C5.4, KDM6B, KLF4, KLF6, KMT2C, KRT23, KYNU, LAMP2, LAMTOR1, LAMTOR2, LAMTOR4, LAMTOR5, LAPTM5, LAT2, LBR, LCP1, LDLR, LGALS1, LGALS3, LILRA1, LILRA2, LILRA4, LILRA5, LILRB1, LILRB2, LILRB3, LIMD2, LIMS1, LIN7A, LINC00694, LIPN, LITAF, LRG1, LRP1, LRPAP1, LRRC25, LRRFIP1, LRRK2, LSM6, LSP1, LST1, LTA4H, LTB4R, LUCAT1, LY86, LYN, LYPD3, LYST, LYZ, MAFB, MAN2B1, MAP1LC3B, MAP2K3, MAP7D1, MAPKAPK3, MARCKS, MCEMP1, MCL1, MCTP1, MEFV, MEGF9, METTL22, METTL9, MFSD1, MGAM, MID1IP1, MIDN, MIR22HG, MIR3945HG, MN1, MNDA, MPEG1, MRPL33, MS4A6A, MS4A7, MSL3, MSN, MSRB1, MT-ATP6, MT-CO3, MT-ND1, MT-ND2, MT-ND3, MT-ND4, MT-ND4L, MT-ND5, MTF1, MTHFS, MTMR11, MTPN, MTRNR2L1, MTRNR2L12, MTRNR2L6, MTRNR2L8, MX2, MXD1, MYADM, MYD88, MYO1F, MYO1G, NAAA, NABP1, NACC2, NADK, NAIP, NAMPT, NAPRT, NBN, NBPF19, NCF1, NCF2, NCF4, NCKAP1L, NCOR2, NDEL1, NDUFA1, NDUFA13, NDUFA2, NDUFB1, NDUFS6, NDUFS7, NDUFV3, NEAT1, NFAM1, NFKBIA, NFKBID, NFKBIZ, NINJ1, NLRC4, NLRP12, NLRP3, NOD2, NOP10, NR1H2, NUDT16, NUMB, NUP214, NUP98, OAZ1, ODF3B, OGFRL1, OLIG1, OLIG2, OLR1, ORM1, OSCAR, OSM, OTUD1, OXSR1, P2RX1, P2RY13, PABPC3, PADI2, PADI4, PAFAH1B2, PAK1, PALM2, PARVG, PCBP1, PCDHGA5, PDXK, PECAM1, PELI1, PFDN5, PGAM1, PGD, PGK1, PGLS, PGPEP1, PHACTR1, PHLDA2, PICALM, PILRA, PIM3, PKM, PKN1, PLAC8, PLAUR, PLBD1, PLD4, PLEK, PLK3, PLP2, PLSCR1, PLXDC2, PNP, PNPLA8, PNRC1, POLE4, POLR2J, POR, POSTN, POU2F2, PPIF, PPP1R15A, PPT1, PRAM1, PRDX5, PRELID1, PRKAG2-AS1, PRKCB, PROK2, PRR13, PRRX1, PSAP, PSEN1, PSMA4, PSMB10, PSMB7, PSMB8, PSME1, PSTPIP1, PTAFR, PTGES, PTGS2, PTP4A1, PTP4A2, PTPN6, PTPRC, PTPRE, PTX3, PYCARD, PYGL, QKI, QPCT, QSOX1, RAB11FIP1, RAB20, RAB27A, RAB31, RAB3D, RAC1, RAC2, RAE1, RALGDS, RAP1B, RASA2, RASGRP4, RBM47, RBMS1, RBP7, RELT, RETN, RGL4, RGS10, RGS19, RGS2, RILPL2, RIN3, RIPK2, RNASE2, RNASE6, RNASET2, RNF13, RNF130, RNF141, RNF144B, RNF149, RNF167, RNH1, RSL24D1, RTN3, RTN4, RXRA, S100A10, S100A11, S100A12, S100A4, S100A6, S100A8, S100A9, S100P, S100Z, SAMHD1, SAMSN1, SAT1, SAT2, SCIMP, SCN4B, SCO2, SCPEP1, SDCBP, SDHB, SEC62, SELK, SELL, SELT, SEMA4A, SERP1, SERPINA1, SERPINB1, SERPINB2, SERPINB6, SERPINB8, SERPINB9, SFT2D1, SH2B2, SH3BGRL3, SH3KBP1, SHKBP1, SHTN1, SIDT2, SIGLEC14, SIGLEC5, SIGLEC7, SIGLEC9, SIRPB1, SKIL, SKP1, SLA, SLC11A1, SLC15A3, SLC16A3, SLC16A5, SLC16A6, SLC24A4, SLC25A37, SLC2A3, SLC2A6, SLC31A2, SLC36A4, SLC3A2, SLC43A2, SLC4A1AP, SLC7A7, SLCO3A1, SLU7, SMARCD3, SMCO4, SMPDL3A, SNX10, SNX2, SNX27, SNX3, SOCS3, SOD2, SORL1, SP2-AS1, SPAG9, SPARC, SPATA13, SPG21, SPI1, SPOPL, SQRDL, SRA1, SRGN, SRSF3, SRSF5, SSR1, SSSCA1, STAT6, STEAP4, STK17B, STK40, STX11, STX3, STXBP2, SULF2, SULT1A1, SYAP1, SYN1, SYTL1, TACC3, TAF13, TAGLN2, TALDO1, TANK, TAX1BP1, TBC1D8, TCIRG1, TESC, TGFBI, THBS1, THEMIS2, TICAM1, TIMP1, TKT, TLCD2, TLR2, TLR4, TLR8, TM2D3, TM9SF2, TMBIM4, TMBIM6, TMEM154, TMEM167A, TMEM170B, TMEM176B, TMEM258, TMEM59, TMEM91, TNFAIP2, TNFAIP3, TNFAIP6, TNFRSF10B, TNFRSF12A, TNFRSF1A, TNFRSF1B, TNFRSF8, TNFSF13B, TNIP1, TNNI2, TOM1, TOMM7, TP53BP2, TPI1, TPM3, TRA2A, TREM1, TRIB1, TRIM25, TRMT6, TRPM4, TRPS1, TSC22D3, TSPO, TXN, TYMP, TYROBP, UBA52, UBE2D1, UBE2D3, UBE2V2, UBL7, UCKL1-AS1, UPK3A, UQCR11, UQCRB, USP10, USP15, USP3, UTF1, VAMP8, VASP, VCAN, VCL, VDR, VENTX, VIM, VIM-AS1, VIPR1, VMP1, VNN1, VNN2, VNN3, VPS29, VSTM1, WARS, WAS, WBP4, WIPF1, WSB1, YPEL5, ZEB2, ZFAND5, ZFP36, ZNF106, ZNF267, ZNF385A, ZYX FCER1G,LAT2,LYN,CCRL2,CD63,MT-ND4,SAMSN1,SLC16A3,MT-ND3,MT-ND4L,MT-ND2,MT-ATP6,MT-ND5,ZEB2,RIN3,LITAF,APOBR,ZFP36,CEBPD,ARPC2,TPI1,PTP4A1,PTPN6,TCIRG1,LIMS1,GLIPR1,PRDX5,VASP,JAK1,SDCBP GSM4288846 5 Lake et al.Science.In5 0.00938967136150235 0.00218411683234865 2 208 7 0.00961538461538462 FREM2, HCRTR2, MYB, PDGFD, TMEM255A, TOX, TXK TXK,TOX GSM4288846 6 Stromal cell 0.0144927536231884 0.0100168692758068 1 67 3 0.0149253731343284 COL5A1, KLF6, LUM KLF6 GSM4288846 6 Microglial cell 0.0217391304347826 8.42392910982426e-08 12 67 497 0.17910447761194 A2M, ABCG2, ABHD12, ABI3, ACTR2, ACY3, ADAM28, ADAM9, ADAP2, ADORA3, ADRB2, AIF1, ALOX5, ALOX5AP, ANXA11, ANXA4, ANXA5, AOAH, AP1B1, APBB1IP, APLP2, APOC1, APOE, APPL2, ARHGAP12, ARHGAP4, ARHGAP9, ARHGDIB, ARPC1B, ARRB2, ASAH1, ATAT1, ATM, ATP6V0E1, ATP8B4, AXL, B2M, B3GNT5, BCL11A, BEX1, BHLHE41, BIN1, BIN2, BLNK, BLVRB, BRI3, BST2, BTG2, C10orf128, C10orf54, C12orf75, C1orf61, C1QA, C1QB, C1QC, C2, C20orf27, C3, C3AR1, C5AR1, CAP1, CAPZB, CASP1, CCL3, CCL4, CCL4L2, CCND1, CCR1, CD14, CD164, CD24, CD300A, CD36, CD37, CD4, CD53, CD63, CD68, CD74, CD81, CD83, CD84, CD86, CEBPA, CEBPD, CECR1, CH25H, CMTM6, CMTM7, CNN3, CNPY3, COLGALT1, CORO1A, CPED1, CPVL, CREBL2, CREG1, CRYBB1, CSF1R, CSF3R, CSRP2, CTSA, CTSB, CTSC, CTSD, CTSL, CTSS, CX3CR1, CXCL16, CYBA, CYBB, CYFIP1, CYTH4, DAB2, DBN1, DCX, DHRS3, DHRS9, DNAJB1, DNPH1, DOCK2, DOCK4, DOCK8, DPP7, DUSP1, DYNLT1, EGFL7, EGR1, EGR2, EGR3, ELAVL4, ELF1, ENTPD1, EVI2A, FABP5, FABP7, FAM105A, FAM78A, FAM96A, FBLN1, FCER1G, FCGR1A, FCGR1B, FCGR1C, FCGR2A, FCGR3A, FCGRT, FES, FGD2, FLI1, FMNL3, FOLR2, FOS, FOSB, FPR1, FRMD4A, FTL, FXYD6, FYB, GAA, GADD45B, GAL3ST4, GALNT1, GAS6, GATM, GGA2, GGTA1P, GIMAP4, GLIPR1, GLUL, GM2A, GMFG, GNAI2, GNB4, GNG5, GNG7, GPM6A, GPN3, GPR183, GPR34, GPSM3, GPX1, GRN, GSN, GSTA4, GSTK1, GYPC, HAVCR2, HCK, HCLS1, HCST, HERPUD1, HEXA, HEXB, HIST1H1C, HLA-B, HLA-C, HLA-E, HN1, HPGDS, HSPA1A, HSPA1B, HTRA1, HVCN1, IER2, IER3, IFI16, IFI30, IFITM2, IFNGR1, IGF1, IGFBPL1, IGFLR1, IGSF6, IKZF1, IL10RA, IL13RA1, IL16, IL17RA, IL6R, IL6ST, INPP5D, IPCEF1, IRF8, ITGAM, ITGAX, ITGB2, ITM2B, ITM2C, ITPR2, JAG1, JUN, JUNB, KCTD12, KIAA0226L, KLF2, KLF6, LAIR1, LAMP1, LAMP2, LAPTM5, LAT2, LCP1, LGMN, LHFPL2, LILRB4, LIMS1, LINC00461, LINC00936, LINC00996, LINC00998, LINC01094, LINC01158, LINC01551, LIPA, LOC100506388, LOC100996255, LOC101929497, LOC284454, LPAR5, LPAR6, LPCAT2, LPIN2, LRMP, LST1, LTC4S, LY86, LY96, LYN, LYST, MAF, MAGED1, MAN2B1, MANBA, MAST3, MBNL1, MDK, MED12L, MEF2A, MEIS2, MERTK, METTL7A, MFSD1, MGAT1, MGAT4A, MGST2, MILR1, MIS18BP1, MKNK1, MLLT11, MNDA, MPEG1, MPP1, MRC1, MS4A7, MSN, MYH9, MYL12A, MYLIP, MYO1F, NAA20, NABP1, NAGA, NAIP, NCF4, NCKAP1L, NEAT1, NEU1, NEUROD6, NFIB, NFKBIA, NGFRAP1, NGRN, NINJ1, NNAT, NPC2, NPL, NR3C1, NR4A1, NR4A2, NRIP1, NSG1, OAS1, OCIAD2, OLFML3, OLR1, OSTF1, OTUD1, P2RX4, P2RY12, P2RY13, P3H2, PAFAH1B3, PAG1, PALD1, PARVG, PDGFB, PDK4, PDPN, PFN1, PFN2, PLA2G15, PLA2G7, PLCB2, PLD3, PLD4, PLEK, PLTP, PLVAP, PLXDC2, PNMA1, POLD4, PPA1, PPP1R18, PPT1, PRDX2, PRR13, PSAP, PSMB10, PTAFR, PTGS1, PTPN6, PTPRC, PTPRE, PTPRZ1, PYCARD, RAB29, RAB31, RAB32, RAB3IL1, RAPGEF6, RASSF4, RB1, RBMS1, RBP1, RCN3, RCSD1, REEP4, RGS1, RGS10, RGS19, RGS2, RHBDF2, RHOB, RHOG, RIN2, RNASE6, RNASET2, RNF13, RNF130, RNF135, RNF213, RPAIN, RPS6KA1, RTN1, RUNX1, RYR1, S100A11, SALL1, SAMSN1, SASH3, SAT1, SCAF11, SCAMP2, SCG3, SELPLG, SERPINA1, SERPINB6, SERPINF1, SESN3, SFMBT2, SFT2D1, SGK1, SH2B3, SIGLEC10, SIGLEC8, SIPA1L2, SIRPA, SLC15A3, SLC29A1, SLC29A3, SLC7A7, SLC7A8, SLC9A9, SLCO2B1, SMAP2, SOCS6, SORL1, SOX11, SOX4, SP100, SPP1, SPRED1, SRGN, STAB1, STMN1, STOM, STXBP2, SWAP70, SYK, SYNE2, SYNGR2, SYT1, TACC1, TAGAP, TAGLN3, TAL1, TAPBP, TBXAS1, TCF4, TCIRG1, TFEC, TGOLN2, TIMP2, TLN1, TLR10, TLR4, TLR7, TM6SF1, TMBIM1, TMC6, TMEM119, TMEM161B-AS1, TMEM173, TMEM52B, TMIGD2, TMIGD3, TMSB15A, TNFAIP8L2, TNFRSF1A, TNFRSF1B, TPP1, TPT1, TREM2, TSC22D1, TSC22D3, TSPAN13, TUBA1A, TUBB2B, TUBB3, TYROBP, UCP2, VAMP8, VAV1, VMP1, VSIG4, WAS, WASF2, WDR91, XBP1, YWHAQ, ZBTB20, ZFHX3, ZFP36, ZFP36L1, ZFP36L2, ZMYM6NB FOS,JUN,FOSB,DUSP1,KLF6,EGR1,TSC22D3,SAT1,JUNB,BIN2,SP100,RNF213 GSM4288846 6 Effector CD8+ memory T (Tem) cell 0.0133333333333333 0.0330233009027158 2 67 85 0.0298507462686567 ADAM8, ADGRG1, ADRB2, AGTPBP1, AHNAK, ARHGAP25, ARL4C, BIN2, C12orf75, C1orf21, CAPN2, CASP8, CD300A, CEP78, CX3CR1, DSTN, EFHD2, EMP3, FCGR3A, FCGR3B, FCRL6, FGFBP2, FGR, FLNA, FUT11, GAB3, GK5, GLUL, GNLY, GZMB, GZMH, ITGAM, KCNAB2, KLRD1, KLRF1, LGALS1, LILRB1, LITAF, LLGL2, LPCAT1, LUZP6, MBP, MTSS1, MYO1F, MYO1G, OSBPL5, PATL2, PIK3R5, PLEK, PLEKHG3, PRKCB, PRSS23, PXN, RAP1B, RAP1GAP2, RAP2B, RASSF1, RGS19, RNF166, S1PR5, SAMD3, SH3BP5, SH3BP5-AS1, SLC2A1, SLC9A3R1, SLCO4C1, SPON2, SRPK2, STK10, SYNE1, TAGLN2, TBX21, TGFBR3, TM4SF19, TM4SF19-TCTEX1D2, TPST2, TTC16, TTC38, USP28, VCL, VEZF1, WDR37, ZEB2, ZEB2-AS1, ZNF600 ARL4C,BIN2 GSM4288846 6 Mucosal-associated invariant T cell 0.0223880597014925 0.00167558732625728 3 67 70 0.0447761194029851 ADAM12, APOL3, B3GALT2, CCR1, CCR2, CCR6, CD160, CD40LG, CEBPD, CERK, COLQ, CTSH, DKK3, DPP4, DUSP1, EDEM2, ERN1, FKBP11, FLT4, GALC, GPR171, GPR65, GYG1, HACL1, HPGD, IFNGR1, IKZF2, IL12RB2, IL18R1, IL18RAP, IL23R, IL4I1, JAML, KLRB1, LOC643733, LST1, LTK, MBOAT1, ME1, MKNK1, NCR3, NFKBIA, NR1D1, NRIP1, OBFC1, ODF2L, P2RY14, PBXIP1, PDK3, PHACTR2, PNP, PRNP, RORA, RORC, RUNX2, SESN1, SLAMF1, SLC4A10, SPOCK2, SYTL2, TBC1D31, TC2N, TLE1, TMEM71, TMIGD2, TNF, TRAT1, TSPAN15, TTC39C, ZBTB16 TNF,TC2N,DUSP1 GSM4288846 6 T helper cell 0.0266666666666667 0.000488947771437598 2 67 10 0.0298507462686567 ABCB1, CAPG, CD69, DPP4, DUSP1, GZMK, IFNGR1, PARP8, PVRIG, SLC4A10 DUSP1,CD69 GSM4288846 6 Multilymphoid progenitor cell 0.0137404580152672 0.000161854554140861 9 67 597 0.134328358208955 AARS2, AARSD1, ABCA7, ABCA9, ABCG2, ACAP1, ACIN1, ACRC, ADAMTS6, ADAP1, ADGRE1, ADGRL1, AES, AFF1, AFF3, AGAP6, AGER, AIF1, AKAP17A, AKAP7, AKAP8, ALOX12P2, AMHR2, AMN1, AMPD2, AMPH, ANKHD1-EIF4EBP3, ANKRD11, ANKRD13D, ANKS3, AP2A2, ARHGAP24, ARHGAP4, ARHGAP9, ARHGEF1, ARHGEF2, ARHGEF7, ARID5B, ARNT2, ARPP21, ARRB2, ATAD3B, ATF7IP2, ATHL1, ATM, ATN1, ATP10A, ATP11A-AS1, ATP13A4, ATP9A, AUTS2, AVIL, BASP1, BCAS4, BCL2A1, BCL6, BDP1, BMF, BRF1, BTG1, BTN2A1, BTN3A1, C10orf76, C11orf72, C15orf39, C15orf52, C16orf74, C19orf43, C19orf66, C2CD2L, C5AR1, C6orf48, C6orf99, CABLES2, CABP4, CACNA1C, CADM2, CAMK2G, CAMK4, CASZ1, CAV1, CBX4, CBX7, CCDC144CP, CCDC162P, CCDC6, CCDC85C, CCDC88B, CCDC92, CCHCR1, CCL4L1, CCZ1, CD37, CD6, CD79A, CDH9, CDKN2D, CDYL, CELF1, CHD3, CHRM3, CHRNA3, CIR1, CIRBP, CLEC4A, CLN3, CMC2, CMIP, CMPK2, CMYA5, CNOT1, CNTNAP1, COL24A1, COTL1, CREG2, CRELD2, CROCC, CROCCP2, CRY2, CSF2RA, CSMD1, CSN1S1, CSNK1E, CSNK1G2, CSRNP1, CTSD, CUBN, CUTA, CXCL10, CXCL16, CXXC5, CYFIP2, DARS-AS1, DDAH2, DDX23, DGKA, DGKD, DGKQ, DHFRL1, DHX30, DHX8, DIP2B, DLGAP1-AS1, DLGAP4-AS1, DNAL1, DNASE1, DNASE2, DNHD1, DNM1, DOC2GP, DOK2, DPF1, DPP9, DTX3, DUSP1, DUSP2, DUSP22, DUSP4, DVL1, DYNLL2, DYRK2, EFNB2, EFR3B, EGLN2, EIF1AX-AS1, EIF2S2P3, EIF3EP1, EIF4A1, ELK1, ELP5, EMC8, EPB42, EPHA1-AS1, EVL, EXT1, EZH1, FAM103A1, FAM106A, FAM129C, FAM134B, FAM157C, FAM219A, FAM222B, FAM69A, FAM83D, FAM83G, FBRS, FBRSL1, FBXO38, FCAR, FCGR3B, FCHSD2, FCRL1, FFAR1, FFAR2, FLYWCH1, FMN1, FMNL1, FMNL3, FOSB, FOXN3, FPGT-TNNI3K, FURIN, FZD8, GALNT2, GALNT6, GCA, GFOD1, GLTSCR2, GNA12, GNAI2, GNPTAB, GOLGA2, GON4L, GRIK1, GSDMB, GSTP1, GUSBP2, GVINP1, GYPB, HECW2, HERPUD1, HES1, HHLA1, HIC1, HIST1H2BK, HIST1H4C, HIST1H4I, HIVEP1, HIVEP3, HLA-B, HMGCS1, HMHA1, HNRNPUL1, HOXA3, HOXA5, HVCN1, ICAM1, ID2, IER2, IER5, IFFO2, IFI44L, IFNG, IFNGR2, IGF1, IGF1R, IGF2R, IGFBP6, IL10, IL17RA, IL18RAP, IL1R2, IL23A, IL24, IL7R, INADL, INO80, INPP5K, IQGAP2, ITGB2, ITPKB, JARID2, JUNB, JUND, KCNMB1, KDM2A, KDM2B, KDM7A, KIAA0355, KIAA0430, KIAA0556, KIAA1024, KIAA2013, KIR3DX1, KLF7, KLRB1, KMT2B, LAIR1, LAIR2, LCK, LEF1, LENG8-AS1, LGSN, LIMS2, LINC00304, LINC00869, LINC01554, LMBR1L, LMF2, LMLN, LRCH1, LRG1, LRRC43, LRRC69, LRRK1, LRWD1, LSM14B, LSM7, LTB, LY86, MAF, MAFB, MAGEE1, MALAT1, MAML2, MAN1A2, MANEA-AS1, MAP1A, MAP3K11, MAP3K7CL, MAP4K4, MAPKBP1, MB, MBD6, MDGA2, MED13L, MEF2C, MEX3C, MFSD4, MGAM, MGRN1, MIDN, MKNK1, MLLT6, MLXIP, MMP9, MN1, MNT, MOB3A, MOK, MPHOSPH8, MPRIP, MREG, MRPL55, MRPS24, MSL1, MTURN, MVD, MVK, MYO9B, MYPOP, MZF1-AS1, NAA60, NATD1, NEDD9, NEGR1, NEIL1, NFATC2, NFIA-AS2, NFKBIA, NHLRC3, NKIRAS1, NLRP1, NOTCH1, NR3C1, NRCAM, NRDE2, NSUN2, NUAK2, NYNRIN, OCEL1, OCIAD2, OSTN, OVGP1, PAFAH2, PAG1, PAK1, PALB2, PALD1, PALLD, PANX2, PAQR6, PBXIP1, PCDH9, PCSK5, PDE7A, PDE9A, PER1, PET100, PFDN5, PHKA2, PI4KA, PIEZO1, PIK3C2B, PIK3R1, PILRB, PIM2, PIM3, PIP5KL1, PITHD1, PLA2G6, PLEKHA2, PLEKHO1, PLLP, PLXND1, POLR2J3, POMT1, POU2F2, PPAP2C, PPBP, PPP1R10, PPP1R12C, PPP1R13L, PPP1R16B, PRKACA, PRKCQ-AS1, PRKD2, PRKRIP1, PRKRIRP3, PRMT6, PTGER4, RAB31, RAB33A, RAB4B, RANBP10, RAPGEF1, RASAL3, RASSF5, RBM17, RBM38, RBPMS, RELB, RERE, REXO1L1P, RFC1, RGL4, RGS1, RHOH, RHOT2, RHPN1, RNASET2, RNF220, RNU6-645P, RPAIN, RPL32P3, RPS27, RPS4XP16, RPS6KA2, RRAGC, RSPH4A, RSRC1, RUNX3, RWDD1, SAP30L-AS1, SASH3, SAT2, SCN11A, SCRG1, SEMA3C, SENCR, 9-Sep, SERPINF1, SETD1B, SGIP1, SH3GL1P1, SIN3B, SIPA1, SIVA1, SLC13A4, SLC15A4, SLC25A5-AS1, SLC30A5, SLC35E3, SLC38A1, SLC43A2, SLC4A4, SLC7A6, SLC8A1-AS1, SLC8B1, SLC9A3R1, SLCO5A1, SLITRK5, SMARCA4, SMIM3, SNHG6, SNHG7, SNHG9, SNRNP70, SNX33, SON, SOX11, SOX2-OT, SOX4, SP110, SPACA6P, SPAG5, SPATA21, SPECC1, SPON1, SPRTN, SRP72P2, SRSF4, SSBP3, SSH2, SSSCA1, ST20-AS1, ST3GAL1, STAT6, STK10, STK4, STRBP, STRN4, STX3, STX6, SUSD1, SYN3, SYT4, TAF5, TBC1D17, TBX10, TBX19, TCF3, TCF4, TCF7, TCF7L2, TECPR1, TENM1, TFE3, THBS3, TMC8, TMEM106A, TMEM136, TMEM156, TMEM192, TMEM38A, TMSB10, TNFAIP3, TNFRSF1B, TNFSF11, TNS3, TOP3A, TP53I11, TPM2, TPT1-AS1, TRAF4, TRAPPC2B, TRAT1, TRBC2, TRBV23-1, TRIAP1, TRIB2, TRIM71, TSC22D1, TSC22D3, TTBK2, TTC13, TTC21A, TTN, TUSC7, UBE2Z, UGT3A2, ULBP1, ULK1, UPF2, USF2, USP36, UTP14C, VAMP2, VHL, VPS13D, VPS37B, WDR20, WDR53, WDR66, WFS1, WIPF2, WWOX, XIRP2, YPEL3, YTHDF1, YTHDF3-AS1, ZBTB4, ZBTB7A, ZBTB8A, ZC3H13, ZFAND2A, ZFAS1, ZFP36L1, ZMAT3, ZNF12, ZNF133, ZNF230, ZNF274, ZNF430, ZNF444, ZNF526, ZNF532, ZNF606, ZNF608, ZNF626, ZNF740, ZNF843, ZP1, ZSCAN30, ZSWIM8, ZYX MALAT1,HIST1H4C,FOSB,DUSP1,MPHOSPH8,TSC22D3,RHOH,JUNB,HNRNPUL1 GSM4288846 6 CD1C-CD141- dendritic cell 0.00987654320987654 0.0277363136693183 4 67 342 0.0597014925373134 ABCC3, ABHD3, ABI3, ACOT9, ADRBK1, AGTRAP, AIF1, AK123771, AK124399, AK307192, AL137655, ALDH3B1, ALOX5, AMPD2, AP2A1, APOBEC3A, APOL6, ARAP1, ARAP2, ARHGEF3, ARL4A, ARRB1, ARRB2, ARRDC3, ASAH1, ATP1B3, BACH1, BCL2A1, BID, BIN2, BLOC1S3, BLVRA, C10ORF46, C10ORF54, C11ORF21, C15ORF39, C19ORF38, C20ORF112, C3AR1, C5AR1, C9ORF72, CABP4, CALML4, CAMK1, CAMKK2, CASP1, CASP4, CCM2, CCPG1, CD244, CD300A, CD300E, CD300LF, CD52, CD68, CD79B, CD97, CDC42EP3, CDH23, CDKN1C, CFD, CHST15, CKB, CLEC12A, CLEC4F, CLEC7A, CMTM7, CNIH4, CORO2A, CPPED1, CSF1R, CSGALNACT2, CSK, CTSL1, CTSS, CX3CR1, CXCL16, CYTIP, DDX58, DDX60, DDX60L, DENND3, DENND5A, DKFZP451J181, DMXL2, DNAJB1, DNASE2, DOK2, DOK3, DPEP2, DRAP1, DUSP1, DUSP6, EHD1, EMR1, EMR2, ERICH1, EVL, FAM110A, FAM126A, FAM26F, FAM45B, FAM46A, FCAR, FCGR2A, FCGR2C, FCGR3A, FCGR3B, FCN1, FGD3, FGD4, FGR, FLNA, FOXO1, FPR1, FTH1, FTL, FYB, GBP1, GBP2, GBP4, GBP5, GIMAP1, GIMAP2, GIMAP4, GIMAP7, GLUL, GNG2, GNS, GPBAR1, GPR155, GRAMD1A, HCK, HEG1, HK1, HK3, HLA-E, HMOX1, HSBP1, HSPA7, ICAM2, ICAM4, IFI30, IFI6, IFIT2, IFIT3, IFITM1, IFITM2, IFITM3, IFNGR2, IL12RB1, IMPDH1, INSIG1, IRAK3, IRF1, ISG15, ITGAL, ITGB1, ITM2B, KDM1B, KIAA0513, KLF11, KLF3, KSR1, L1TD1, LCP2, LGALS3, LILRA2, LILRA5, LILRA6, LILRB1, LILRB2, LIMS1, LOC100133161, LOC200772, LOC388312, LRP1, LRRC25, LST1, LTA4H, LY6E, LYN, LYST, MAFB, MAGED2, MAP3K1, MARCKS, MBD2, MCTP1, MEFV, MPP1, MS4A4A, MS4A7, MSN, MT2A, MTSS1, MXD3, MYO1G, MYOF, NAAA, NADK, NAMPT, NAP1L1, NBEAL2, NCF2, NDUFB3, NEAT1, NECAP2, NEURL, NFAM1, NFKBIZ, NINJ1, NLRP1, NPL, NR4A1, NUDT16, OAS1, P2RX1, P2RY13, PAG1, PDLIM5, PDP1, PECAM1, PELI1, PHTF2, PIEZO1, PIK3AP1, PIK3IP1, PILRA, PITPNM1, PLEKHO2, PLIN2, PLXNC1, PNPLA6, POU2F2, PPM1F, PRAM1, PSAP, PSTPIP2, PTGER2, PTGER4, PTP4A3, PTPN13, PTPN6, PTPRC, PYGL, RAB10, RAB24, RAB37, RAB3D, RALB, RAP1B, RAP1GAP2, RASGRP4, RELT, RHOC, RNF144B, RNF149, RXRA, S100A11, S100A4, SAMSN1, SASH1, SAT1, SCIMP, SCPEP1, SDCBP, SERPINA1, SGPL1, SH2D1B, SH3BP2, SIDT2, SIGLEC10, SIRPB1, SIRPB2, SLA, SLC11A1, SLC2A6, SLC31A2, SLC44A2, SLC7A7, SMAP2, SNX18, SOD2, SPN, SSH2, STK10, STK38, STX11, STXBP2, SULT1A1, SVIL, SWAP70, SYTL1, TAGLN, TBC1D8, TBCD, TBXAS1, TCF7L2, TCIRG1, TESC, TIAM1, TIMP1, TKT, TLE4, TLR2, TLR4, TMBIM1, TMC6, TMEM11, TMEM134, TMEM154, TMEM176B, TMPO, TMTC1, TNFRSF14, TNFRSF1B, TNFSF10, TSC22D3, TSPAN14, TSPAN32, TTYH3, TUBA1A, TXNIP, TYMP, TYROBP, UBXN11, UNC13D, UPP1, VAMP5, VASP, VMP1, VPS53, WARS, WDFY1, WDR11, WSB1, YPEL2, ZCCHC6, ZEB2, ZFAND5, ZNFX1 DUSP1,TSC22D3,SAT1,BIN2 GSM4288846 6 Monocyte 0.018058690744921 1.12724662937325e-08 16 67 835 0.238805970149254 ABTB1, ACAA1, ACAP2, ACPP, ACSL1, ACSL3, ACTN1, ACTR2, ADAM17, ADAM8, ADGRE1, ADGRE2, ADGRE3, ADM, ADORA2A-AS1, ADRBK2, AGFG1, AGPAT2, AGTRAP, AHNAK, AHR, AIF1, AIMP1, AKIRIN2, ALDH2, ALDH3B1, ALDOA, ALOX5, ALOX5AP, ANKLE2, ANKRD13D, ANPEP, ANXA1, ANXA11, ANXA2, ANXA5, AP1S2, APLP2, APOBEC3A, APOBR, AQP9, ARF5, ARHGAP26, ARHGDIB, ARL5B, ARPC1B, ARPC2, ARPC3, ARPC5, ARRB2, ARRDC1, ASAH1, ASGR1, ASGR2, ATF1, ATG16L2, ATG3, ATOX1, ATP11A, ATP13A3, ATP2B1, ATP5EP2, ATP5J2, ATP5L, ATP6AP2, ATP6V0B, ATP6V0D1, ATP6V0E1, ATP6V1B2, ATXN1, ATXN7L3, AUP1, AZI2, BACH1, BASP1, BATF3, BAX, BCL2A1, BCL3, BCL6, BEST1, BID, BLVRB, BNIP3L, BRI3, BRK1, BST1, BTF3L4, BTG1, BTG2, C10orf54, C14orf2, C15orf48, C16orf54, C16orf74, C19orf38, C1orf162, C1orf228, C20orf24, C3AR1, C4orf3, C4orf48, C5AR1, C6orf226, C9orf72, CACNA2D3, CALM2, CAP1, CAPG, CAPNS1, CAPZA2, CARD16, CARD19, CARS2, CASP1, CASP4, CAST, CBWD1, CCL20, CCL3L3, CCND3, CCNI, CCNL1, CCPG1, CCR1, CCRL2, CD14, CD1D, CD300C, CD300E, CD300LF, CD302, CD37, CD4, CD44, CD48, CD52, CD53, CD55, CD63, CD68, CD74, CD83, CD86, CD93, CDA, CDC42, CDC42EP2, CDC42EP3, CDKN1A, CEBPB, CEBPD, CEBPE, CES1, CFD, CFLAR, CFP, CHCHD10, CHCHD7, CHMP4B, CHP1, CHPT1, CHSY1, CHTF8, CITED2, CKAP4, CKLF, CLEC12A, CLEC4A, CLEC4E, CLEC5A, CLEC7A, CLIC1, CLTB, CMTM2, CMTM6, CMTM7, CNPY3, COMMD6, CORO1A, CORO2A, COTL1, COX17, COX5A, COX5B, COX6B1, COX7B, COX8A, CPPED1, CPVL, CRIP1, CRISPLD2, CSF2RA, CSF3R, CSGALNACT2, CSNK1A1, CSRNP1, CST3, CSTA, CTDSP1, CTSB, CTSD, CTSH, CTSS, CUX1, CWC25, CXCL1, CXCL16, CXCL3, CXCL8, CYBA, CYBB, CYP1B1, CYP46A1, CYTIP, DAZAP2, DDX3X, DDX60L, DENND3, DES, DGAT2, DIAPH1, DMXL2, DNAAF1, DNAJA1, DNTTIP2, DOCK2, DOCK5, DPEP2, DPH3, DPYD, DSE, DUSP1, DUSP6, EBLN2, EDEM1, EFHD2, EHD1, EIF1B, EIF4G2, ELF1, EMILIN2, EMP3, EPM2AIP1, EPN1, EREG, ERP29, ERP44, ESYT2, ETS2, EVI2A, EVI2B, FAM101B, FAM102B, FAM129B, FAM195A, FAM26F, FAM49A, FAM49B, FAM65B, FBP1, FBXL5, FCAR, FCER1G, FCGR1A, FCGR2A, FCGR3A, FCGR3B, FCGRT, FCN1, FFAR2, FGD4, FGL2, FGR, FKBP1A, FKBP1C, FKBP8, FMNL1, FOSB, FOSL1, FOXO3, FPR1, FPR2, FXYD5, FYB, G0S2, GAA, GABARAPL2, GAPT, GAS7, GBP2, GCA, GIMAP4, GK, GLIPR1, GLIPR2, GLRX, GLT1D1, GLUL, GMFG, GMIP, GNAI2, GNAI3, GNB2, GNG5, GNS, GPAT3, GPBAR1, GPBP1, GPCPD1, GPR84, GPSM3, GPX1, GRB2, GRINA, GRN, GRPEL1, GSTO1, H3F3C, HAL, HCAR3, HCK, HCLS1, HCST, HEBP2, HIF1A, HK2, HK3, HLA-A, HLA-B, HLA-C, HLA-DMA, HLA-DRA, HLA-DRB1, HLA-DRB5, HLA-E, HNMT, HP, HPSE, HSD17B11, HVCN1, ICAM3, IER2, IER3, IFI30, IFITM2, IFNGR1, IFNGR2, IGF2R, IGSF6, IL10RA, IL10RB-AS1, IL17RA, IL1A, IL1B, IL1RAP, IL1RN, IL6R, IQGAP1, IQSEC1, IRAK3, IRG1, ITGAM, ITGAX, ITGB2, ITM2B, ITPRIP, IVNS1ABP, JAK1, JAML, JMJD1C, JTB, JUND, KB-1507C5.4, KDM6B, KLF4, KLF6, KMT2C, KRT23, KYNU, LAMP2, LAMTOR1, LAMTOR2, LAMTOR4, LAMTOR5, LAPTM5, LAT2, LBR, LCP1, LDLR, LGALS1, LGALS3, LILRA1, LILRA2, LILRA4, LILRA5, LILRB1, LILRB2, LILRB3, LIMD2, LIMS1, LIN7A, LINC00694, LIPN, LITAF, LRG1, LRP1, LRPAP1, LRRC25, LRRFIP1, LRRK2, LSM6, LSP1, LST1, LTA4H, LTB4R, LUCAT1, LY86, LYN, LYPD3, LYST, LYZ, MAFB, MAN2B1, MAP1LC3B, MAP2K3, MAP7D1, MAPKAPK3, MARCKS, MCEMP1, MCL1, MCTP1, MEFV, MEGF9, METTL22, METTL9, MFSD1, MGAM, MID1IP1, MIDN, MIR22HG, MIR3945HG, MN1, MNDA, MPEG1, MRPL33, MS4A6A, MS4A7, MSL3, MSN, MSRB1, MT-ATP6, MT-CO3, MT-ND1, MT-ND2, MT-ND3, MT-ND4, MT-ND4L, MT-ND5, MTF1, MTHFS, MTMR11, MTPN, MTRNR2L1, MTRNR2L12, MTRNR2L6, MTRNR2L8, MX2, MXD1, MYADM, MYD88, MYO1F, MYO1G, NAAA, NABP1, NACC2, NADK, NAIP, NAMPT, NAPRT, NBN, NBPF19, NCF1, NCF2, NCF4, NCKAP1L, NCOR2, NDEL1, NDUFA1, NDUFA13, NDUFA2, NDUFB1, NDUFS6, NDUFS7, NDUFV3, NEAT1, NFAM1, NFKBIA, NFKBID, NFKBIZ, NINJ1, NLRC4, NLRP12, NLRP3, NOD2, NOP10, NR1H2, NUDT16, NUMB, NUP214, NUP98, OAZ1, ODF3B, OGFRL1, OLIG1, OLIG2, OLR1, ORM1, OSCAR, OSM, OTUD1, OXSR1, P2RX1, P2RY13, PABPC3, PADI2, PADI4, PAFAH1B2, PAK1, PALM2, PARVG, PCBP1, PCDHGA5, PDXK, PECAM1, PELI1, PFDN5, PGAM1, PGD, PGK1, PGLS, PGPEP1, PHACTR1, PHLDA2, PICALM, PILRA, PIM3, PKM, PKN1, PLAC8, PLAUR, PLBD1, PLD4, PLEK, PLK3, PLP2, PLSCR1, PLXDC2, PNP, PNPLA8, PNRC1, POLE4, POLR2J, POR, POSTN, POU2F2, PPIF, PPP1R15A, PPT1, PRAM1, PRDX5, PRELID1, PRKAG2-AS1, PRKCB, PROK2, PRR13, PRRX1, PSAP, PSEN1, PSMA4, PSMB10, PSMB7, PSMB8, PSME1, PSTPIP1, PTAFR, PTGES, PTGS2, PTP4A1, PTP4A2, PTPN6, PTPRC, PTPRE, PTX3, PYCARD, PYGL, QKI, QPCT, QSOX1, RAB11FIP1, RAB20, RAB27A, RAB31, RAB3D, RAC1, RAC2, RAE1, RALGDS, RAP1B, RASA2, RASGRP4, RBM47, RBMS1, RBP7, RELT, RETN, RGL4, RGS10, RGS19, RGS2, RILPL2, RIN3, RIPK2, RNASE2, RNASE6, RNASET2, RNF13, RNF130, RNF141, RNF144B, RNF149, RNF167, RNH1, RSL24D1, RTN3, RTN4, RXRA, S100A10, S100A11, S100A12, S100A4, S100A6, S100A8, S100A9, S100P, S100Z, SAMHD1, SAMSN1, SAT1, SAT2, SCIMP, SCN4B, SCO2, SCPEP1, SDCBP, SDHB, SEC62, SELK, SELL, SELT, SEMA4A, SERP1, SERPINA1, SERPINB1, SERPINB2, SERPINB6, SERPINB8, SERPINB9, SFT2D1, SH2B2, SH3BGRL3, SH3KBP1, SHKBP1, SHTN1, SIDT2, SIGLEC14, SIGLEC5, SIGLEC7, SIGLEC9, SIRPB1, SKIL, SKP1, SLA, SLC11A1, SLC15A3, SLC16A3, SLC16A5, SLC16A6, SLC24A4, SLC25A37, SLC2A3, SLC2A6, SLC31A2, SLC36A4, SLC3A2, SLC43A2, SLC4A1AP, SLC7A7, SLCO3A1, SLU7, SMARCD3, SMCO4, SMPDL3A, SNX10, SNX2, SNX27, SNX3, SOCS3, SOD2, SORL1, SP2-AS1, SPAG9, SPARC, SPATA13, SPG21, SPI1, SPOPL, SQRDL, SRA1, SRGN, SRSF3, SRSF5, SSR1, SSSCA1, STAT6, STEAP4, STK17B, STK40, STX11, STX3, STXBP2, SULF2, SULT1A1, SYAP1, SYN1, SYTL1, TACC3, TAF13, TAGLN2, TALDO1, TANK, TAX1BP1, TBC1D8, TCIRG1, TESC, TGFBI, THBS1, THEMIS2, TICAM1, TIMP1, TKT, TLCD2, TLR2, TLR4, TLR8, TM2D3, TM9SF2, TMBIM4, TMBIM6, TMEM154, TMEM167A, TMEM170B, TMEM176B, TMEM258, TMEM59, TMEM91, TNFAIP2, TNFAIP3, TNFAIP6, TNFRSF10B, TNFRSF12A, TNFRSF1A, TNFRSF1B, TNFRSF8, TNFSF13B, TNIP1, TNNI2, TOM1, TOMM7, TP53BP2, TPI1, TPM3, TRA2A, TREM1, TRIB1, TRIM25, TRMT6, TRPM4, TRPS1, TSC22D3, TSPO, TXN, TYMP, TYROBP, UBA52, UBE2D1, UBE2D3, UBE2V2, UBL7, UCKL1-AS1, UPK3A, UQCR11, UQCRB, USP10, USP15, USP3, UTF1, VAMP8, VASP, VCAN, VCL, VDR, VENTX, VIM, VIM-AS1, VIPR1, VMP1, VNN1, VNN2, VNN3, VPS29, VSTM1, WARS, WAS, WBP4, WIPF1, WSB1, YPEL5, ZEB2, ZFAND5, ZFP36, ZNF106, ZNF267, ZNF385A, ZYX MT-CO3,MT-ND4L,MT-ND3,MT-ATP6,MT-ND1,MT-ND5,MT-ND4,MT-ND2,FOSB,DUSP1,KLF6,MYADM,TSC22D3,SAT1,CAST,ACAP2 GSM4288846 6 Mast cell 0.0161290322580645 0.00798724186707633 3 67 122 0.0447761194029851 ABCA1, AC004791.2, ACSL4, ADCYAP1, ADIRF, ADRB2, ALOX5, ALOX5AP, ANXA4, AREG, ARHGAP18, ASAH1, ASIC4, BACE2, BEX1, BTK, C1orf186, C5orf45, CADPS, CALB2, CAPG, CAPN3, CD69, CD82, CD9, CDK15, CLU, CMA1, CNRIP1, COL13A1, CPA3, CPM, CSF1, CST3, CTSG, CTTNBP2, DDX1, DHRS9, DLC1, EFHC2, EGR1, ENPP3, FCER1A, GATA2, GCSAML, GMPR, GPR35, HDC, HEY1, HMGCS2, HPGD, HPGDS, HRASLS5, IGHA1, IGKC, IGLC2, IL1RL1, KIT, KRT1, LAPTM4A, LGALS12, LIF, LMNA, LRRC75A, LTC4S, MAGEB2, MAML1, MAOB, MBOAT7, MLPH, MS4A2, MT1F, NDEL1, NDRG2, NECAB2, NFKBIA, NFKBIZ, NOV, NSG1, NTRK1, PAK1, PIK3R6, PLGRKT, PMP22, PRDX6, PTGS1, PTGS2, RAB34, RGS13, RHBDD2, RHOH, RNF130, RP1-276N6.2, RP11-179A10.1, RP11-307N16.6, RP11-354E11.2, RP11-501J20.5, RP13-143G15.4, SDPR, SIGLEC8, SLC18A2, SLC45A3, SMYD3, STX3, STXBP6, SVOPL, TAL1, TIMP3, TMEM174, TMEM220-AS1, TMEM233, TMEM246, TMOD1, TPSAB1, TPSB2, TPSD1, TSC22D1, TSPYL2, TTC39B, VWA5A, VWC2, XXbac-BPG13B8.10 EGR1,CD69,RHOH GSM4288846 7 Endothelial cell 0.00297619047619048 0.0492704096951022 1 334 3 0.0029940119760479 CD31, CD34, PECAM1 PECAM1 GSM4288846 7 CD8+ T cell 0.00297619047619048 0.0492704096951022 1 334 3 0.0029940119760479 CD4, CD8A, CD8B CD4 GSM4288846 7 B cell 0.00593471810089021 0.00268950207601115 2 334 5 0.00598802395209581 BLNK, CD19, CD79A, CD79B, MS4A1 BLNK,CD79A GSM4288846 7 Macrophage 0.0119402985074627 3.77020594743982e-07 4 334 5 0.0119760479041916 CD14, CD163, CD68, CSF1R, FCGR3A CSF1R,CD163,CD14,CD68 GSM4288846 7 Dendritic cell 0.00297619047619048 0.0492704096951022 1 334 3 0.0029940119760479 CLEC4C, IL3RA, NRP1 NRP1 GSM4288846 7 CD14+CD16+ monocyte 0.00595238095238095 0.00163171141608498 2 334 4 0.00598802395209581 CD14, CD16, CD68, S100A12 CD14,CD68 GSM4288846 7 Monocyte derived dendritic cell 0.00297619047619048 0.0492704096951022 1 334 3 0.0029940119760479 CD1C, CST3, FCER1A CST3 GSM4288846 7 Trophectoderm cell 0.0116550116550117 0.0262077091755359 5 334 100 0.0149700598802395 ABCG2, ACTN1, ADAM15, ADK, ALPP, ANKRD6, ANXA6, ARHGAP23, ARHGEF26, ATP6V0A4, ATP6V1B1, ATP8B1, BASP1, C4BPB, CAST, CD24, CD53, CITED4, CLDN10, CLDN3, CLDN4, CYP26A1, DAB2, DNAJC6, EFNA1, ELOVL6, EMP2, ENPEP, FABP3, FAM101B, FASN, FBXL18, FHL2, FOLR1, FRMD4B, GAB2, GALNT10, GATA2, GATA3, GLIPR2, GM2A, GPRC5A, GREB1L, GRHL2, GYLTL1B, HIP1, HSPB11, JDP2, KRT18, KRT19, KRT8, LAD1, LRP2, LRRFIP1, MYC, MYCT1, MYLPF, MYO6, MYOF, NIM1K, NPC2, OLFML1, OSBPL6, PALLD, PDGFA, PDLIM1, PIP5K1B, PLAC8, PPME1, PPT1, PRSS8, PTGES, PWWP2B, RAB25, S100A16, S100A6, SH3GL3, SLC12A3, SLC19A3, SLC28A3, SLC34A2, SLC7A2, SLC7A4, SLC7A5, SUN3, SYBU, TACSTD2, TAGLN2, TCF7L1, TEAD1, TET2, TFRC, TGFBR3, TMEM106C, TMEM171, TMPRSS13, TMPRSS2, TSPAN15, VAMP8, WNT7A DAB2,NPC2,GM2A,FRMD4B,PPT1 GSM4288846 7 Interneuron 0.00819672131147541 0.020362671037621 3 334 35 0.00898203592814371 ARX, CELF4, CKS2, CXCR4, DLX1, DLX2, DLX5, ERBB4, FDFT1, GAD1, GAD2, GNG5, HMGB2, IGFBPL1, INA, LDHA, LHX6, LINC01551, MAF, MDK, MEF2C, MEG3, NEUROD1, NEUROD6, NRXN3, PDE4DIP, PHLDA1, PLS3, PPP1R17, PTPRZ1, PTTG1, SOX2-OT, UBE2C, UBE2T, VIM MEF2C,PDE4DIP,MAF GSM4288846 7 Oligodendrocyte progenitor cell 0.0135746606334842 0.0122753065272641 6 334 114 0.0179640718562874 ABRACL, ALCAM, ANGPTL2, ANXA5, APOD, ARC, ARL4A, B2M, BCAN, BCHE, BCL11A, BRINP3, C2orf80, C8orf46, CA10, CADM2, CD24, CD63, CD82, CD9, CNP, CNTN1, COL20A1, COL9A1, CSPG5, CSRP2, CST3, DBI, DCX, DUSP6, EDNRB, ELAVL4, ENC1, EPB41L2, EPN2, ETV1, ETV5, FIBIN, GATM, GNG7, GPM6B, GPR17, GRID2, IGFBPL1, ITGB8, ITM2C, KANK1, LHFPL3, LIMA1, LINC01551, LMF1, LRRC4C, LSAMP, LUZP2, MLLT11, MMP2, MT3, NEUROD2, NEUROD6, NKAIN4, NKX2-2, NOVA1, NSG1, NXPH1, OCIAD2, OLIG1, OLIG2, OMG, PCDH15, PDE4B, PDGFRA, PLAT, PLEKHB1, PLLP, PMP2, PON2, PPAP2B, PSAT1, PTN, PTPRZ1, RAB31, RAMP1, RFTN2, RHOC, RND3, RTN1, S100B, SCD5, SCN1A, SCRG1, SEMA5A, SERPINE2, SEZ6L, SHTN1, SIRT2, SLC35F1, SLITRK2, SOX10, SOX4, SOX6, SOX8, SPARC, SPATA6, SPRY1, SPRY4, STMN2, SYT1, TMEM161B-AS1, TMSB10, TRIB2, TSC22D4, TSPAN7, TTYH1, TUBB3 RAB31,CST3,GNG7,DUSP6,CD63,CD9 GSM4288846 7 Microglial cell 0.180397727272727 0 127 334 497 0.380239520958084 A2M, ABCG2, ABHD12, ABI3, ACTR2, ACY3, ADAM28, ADAM9, ADAP2, ADORA3, ADRB2, AIF1, ALOX5, ALOX5AP, ANXA11, ANXA4, ANXA5, AOAH, AP1B1, APBB1IP, APLP2, APOC1, APOE, APPL2, ARHGAP12, ARHGAP4, ARHGAP9, ARHGDIB, ARPC1B, ARRB2, ASAH1, ATAT1, ATM, ATP6V0E1, ATP8B4, AXL, B2M, B3GNT5, BCL11A, BEX1, BHLHE41, BIN1, BIN2, BLNK, BLVRB, BRI3, BST2, BTG2, C10orf128, C10orf54, C12orf75, C1orf61, C1QA, C1QB, C1QC, C2, C20orf27, C3, C3AR1, C5AR1, CAP1, CAPZB, CASP1, CCL3, CCL4, CCL4L2, CCND1, CCR1, CD14, CD164, CD24, CD300A, CD36, CD37, CD4, CD53, CD63, CD68, CD74, CD81, CD83, CD84, CD86, CEBPA, CEBPD, CECR1, CH25H, CMTM6, CMTM7, CNN3, CNPY3, COLGALT1, CORO1A, CPED1, CPVL, CREBL2, CREG1, CRYBB1, CSF1R, CSF3R, CSRP2, CTSA, CTSB, CTSC, CTSD, CTSL, CTSS, CX3CR1, CXCL16, CYBA, CYBB, CYFIP1, CYTH4, DAB2, DBN1, DCX, DHRS3, DHRS9, DNAJB1, DNPH1, DOCK2, DOCK4, DOCK8, DPP7, DUSP1, DYNLT1, EGFL7, EGR1, EGR2, EGR3, ELAVL4, ELF1, ENTPD1, EVI2A, FABP5, FABP7, FAM105A, FAM78A, FAM96A, FBLN1, FCER1G, FCGR1A, FCGR1B, FCGR1C, FCGR2A, FCGR3A, FCGRT, FES, FGD2, FLI1, FMNL3, FOLR2, FOS, FOSB, FPR1, FRMD4A, FTL, FXYD6, FYB, GAA, GADD45B, GAL3ST4, GALNT1, GAS6, GATM, GGA2, GGTA1P, GIMAP4, GLIPR1, GLUL, GM2A, GMFG, GNAI2, GNB4, GNG5, GNG7, GPM6A, GPN3, GPR183, GPR34, GPSM3, GPX1, GRN, GSN, GSTA4, GSTK1, GYPC, HAVCR2, HCK, HCLS1, HCST, HERPUD1, HEXA, HEXB, HIST1H1C, HLA-B, HLA-C, HLA-E, HN1, HPGDS, HSPA1A, HSPA1B, HTRA1, HVCN1, IER2, IER3, IFI16, IFI30, IFITM2, IFNGR1, IGF1, IGFBPL1, IGFLR1, IGSF6, IKZF1, IL10RA, IL13RA1, IL16, IL17RA, IL6R, IL6ST, INPP5D, IPCEF1, IRF8, ITGAM, ITGAX, ITGB2, ITM2B, ITM2C, ITPR2, JAG1, JUN, JUNB, KCTD12, KIAA0226L, KLF2, KLF6, LAIR1, LAMP1, LAMP2, LAPTM5, LAT2, LCP1, LGMN, LHFPL2, LILRB4, LIMS1, LINC00461, LINC00936, LINC00996, LINC00998, LINC01094, LINC01158, LINC01551, LIPA, LOC100506388, LOC100996255, LOC101929497, LOC284454, LPAR5, LPAR6, LPCAT2, LPIN2, LRMP, LST1, LTC4S, LY86, LY96, LYN, LYST, MAF, MAGED1, MAN2B1, MANBA, MAST3, MBNL1, MDK, MED12L, MEF2A, MEIS2, MERTK, METTL7A, MFSD1, MGAT1, MGAT4A, MGST2, MILR1, MIS18BP1, MKNK1, MLLT11, MNDA, MPEG1, MPP1, MRC1, MS4A7, MSN, MYH9, MYL12A, MYLIP, MYO1F, NAA20, NABP1, NAGA, NAIP, NCF4, NCKAP1L, NEAT1, NEU1, NEUROD6, NFIB, NFKBIA, NGFRAP1, NGRN, NINJ1, NNAT, NPC2, NPL, NR3C1, NR4A1, NR4A2, NRIP1, NSG1, OAS1, OCIAD2, OLFML3, OLR1, OSTF1, OTUD1, P2RX4, P2RY12, P2RY13, P3H2, PAFAH1B3, PAG1, PALD1, PARVG, PDGFB, PDK4, PDPN, PFN1, PFN2, PLA2G15, PLA2G7, PLCB2, PLD3, PLD4, PLEK, PLTP, PLVAP, PLXDC2, PNMA1, POLD4, PPA1, PPP1R18, PPT1, PRDX2, PRR13, PSAP, PSMB10, PTAFR, PTGS1, PTPN6, PTPRC, PTPRE, PTPRZ1, PYCARD, RAB29, RAB31, RAB32, RAB3IL1, RAPGEF6, RASSF4, RB1, RBMS1, RBP1, RCN3, RCSD1, REEP4, RGS1, RGS10, RGS19, RGS2, RHBDF2, RHOB, RHOG, RIN2, RNASE6, RNASET2, RNF13, RNF130, RNF135, RNF213, RPAIN, RPS6KA1, RTN1, RUNX1, RYR1, S100A11, SALL1, SAMSN1, SASH3, SAT1, SCAF11, SCAMP2, SCG3, SELPLG, SERPINA1, SERPINB6, SERPINF1, SESN3, SFMBT2, SFT2D1, SGK1, SH2B3, SIGLEC10, SIGLEC8, SIPA1L2, SIRPA, SLC15A3, SLC29A1, SLC29A3, SLC7A7, SLC7A8, SLC9A9, SLCO2B1, SMAP2, SOCS6, SORL1, SOX11, SOX4, SP100, SPP1, SPRED1, SRGN, STAB1, STMN1, STOM, STXBP2, SWAP70, SYK, SYNE2, SYNGR2, SYT1, TACC1, TAGAP, TAGLN3, TAL1, TAPBP, TBXAS1, TCF4, TCIRG1, TFEC, TGOLN2, TIMP2, TLN1, TLR10, TLR4, TLR7, TM6SF1, TMBIM1, TMC6, TMEM119, TMEM161B-AS1, TMEM173, TMEM52B, TMIGD2, TMIGD3, TMSB15A, TNFAIP8L2, TNFRSF1A, TNFRSF1B, TPP1, TPT1, TREM2, TSC22D1, TSC22D3, TSPAN13, TUBA1A, TUBB2B, TUBB3, TYROBP, UCP2, VAMP8, VAV1, VMP1, VSIG4, WAS, WASF2, WDR91, XBP1, YWHAQ, ZBTB20, ZFHX3, ZFP36, ZFP36L1, ZFP36L2, ZMYM6NB C1QC,C1QA,C1QB,STAB1,FOLR2,A2M,MS4A7,DAB2,MPEG1,CSF1R,TCF4,IGF1,SLC7A7,BLNK,CYBB,IGSF6,SLCO2B1,FCGR2A,ALOX5,RAB31,SYK,CPVL,MRC1,ADAP2,CD86,LILRB4,CD14,PLXDC2,KCTD12,VSIG4,HCK,MNDA,RAB32,LGMN,LY86,RNASE6,PLTP,GAS6,LY96,CD68,GNG7,FCGRT,AIF1,FGD2,TYROBP,TIMP2,LTC4S,IFI30,GSN,NAIP,TBXAS1,METTL7A,NPC2,ADAM28,GRN,CREG1,SWAP70,LPAR6,LST1,IER3,CTSL,CXCL16,HVCN1,NCF4,CTSB,IRF8,FCER1G,LAMP2,RNF130,PSAP,AP1B1,CD74,CTSS,HERPUD1,GLUL,CCL3,GM2A,FTL,CD81,NEAT1,GPR34,CEBPD,KLF2,HSPA1A,ABHD12,NAGA,BLVRB,PLD3,CYBA,RNF135,SERPINB6,ASAH1,BRI3,PLCB2,MAN2B1,MAF,HEXA,CTSD,ITPR2,PLEK,HSPA1B,CD4,SAT1,APLP2,MFSD1,DNPH1,HEXB,RNASET2,TPP1,GGA2,MEF2A,MKNK1,BST2,RHOB,PPT1,PYCARD,XBP1,SYNGR2,MGAT1,CD63,NINJ1,LIPA,STMN1,RB1,IFI16,RNF13,WASF2 GSM4288846 7 Mucosal-associated invariant T cell 0.01 0.0296093825007966 4 334 70 0.0119760479041916 ADAM12, APOL3, B3GALT2, CCR1, CCR2, CCR6, CD160, CD40LG, CEBPD, CERK, COLQ, CTSH, DKK3, DPP4, DUSP1, EDEM2, ERN1, FKBP11, FLT4, GALC, GPR171, GPR65, GYG1, HACL1, HPGD, IFNGR1, IKZF2, IL12RB2, IL18R1, IL18RAP, IL23R, IL4I1, JAML, KLRB1, LOC643733, LST1, LTK, MBOAT1, ME1, MKNK1, NCR3, NFKBIA, NR1D1, NRIP1, OBFC1, ODF2L, P2RY14, PBXIP1, PDK3, PHACTR2, PNP, PRNP, RORA, RORC, RUNX2, SESN1, SLAMF1, SLC4A10, SPOCK2, SYTL2, TBC1D31, TC2N, TLE1, TMEM71, TMIGD2, TNF, TRAT1, TSPAN15, TTC39C, ZBTB16 CTSH,LST1,CEBPD,MKNK1 GSM4288846 7 Exhausted CD8+ T cell 0.0288624787775891 3.58094826125033e-06 17 334 272 0.0508982035928144 ABCG1, ACP5, ACSL4, ACTN4, AFAP1L2, AHI1, AIP, AKAP5, ANKRD10, ANXA5, APOBEC3C, APOBEC3D, APOBEC3F, APOBEC3G, ARHGAP9, ARID5B, ARL3, ARNT, ARPC1B, ASB2, ATP10D, ATP8B4, ATXN1, BATF, BCL2L11, BLOC1S2, BST2, BTG3, C17orf62, CALCOCO2, CALM3, CAMK1, CAPZA2, CASP3, CAT, CBLB, CCDC141, CCL3, CCND2, CD200, CD27, CD27-AS1, CD2BP2, CD38, CD63, CD7, CD70, CD82, CD84, CHST12, CLECL1, CLNK, CLSTN3, COQ10B, COTL1, CREM, CSF1, CSNK2B, CTLA4, CTNNA1, CTNNB1, CTSB, CTSD, CXCL13, CXCR6, DCAF11, DDX60, DGKH, DRAP1, DUSP4, EID1, ENTPD1, ENTPD1-AS1, EPSTI1, ETNK1, ETV1, EWSR1, FAM3C, FASLG, FIBP, FKBP1A, FKBP1A-SDCBP2, FUT8, GABARAPL1, GALM, GALNT2, GAPDH, GATA3, GBP1, GBP2, GBP4, GCNT1, GFOD1, GGA2, GLDC, GMDS, GOLIM4, GPD2, GSTO1, GTF2I, HAVCR2, HLA-DMA, HLA-DRA, HMOX1, HNRNPLL, ICAM3, ICOS, ID2, ID3, IFI16, IFI27L2, IFI35, IFI6, IFNG, IGFLR1, IKZF3, IL21R, IL2RB, INPP5F, IRF2, IRF9, ITGAE, ITM2A, JMJD4, KIF20B, KIR2DL4, KLRC4, KRT86, LAG3, LAT2, LAYN, LDHA, LIMK1, LIMS1, LINC00299, LINC00963, LSM2, LSP1, LY6E, LY6G5B, LYST, MAD2L2, MAP2K3, MAPKAPK3, MAPRE2, MCL1, MIR155, MIR155HG, MIR4632, MIR497HG, MIS18BP1, MS4A6A, MTHFD1, MTHFD2, MX1, MYO1E, MYO7A, NAB1, NAPA, NASP, NCF4, NDFIP2, NEDD9, NFAT5, NR4A2, NRBP1, NUDT5, OAS3, OASL, OS9, OSBPL3, P2RY10, PAM, PARK7, PARP14, PDCD1, PDE7B, PDLIM7, PELI1, PFKP, PHEX, PHLDA1, PHTF2, PKM, PLPP1, PLSCR1, PMF1, PMF1-BGLAP, PON2, PPM1G, PPM1M, PRDM1, PRDX5, PRKAR1A, PRKCH, PSMA5, PSME2, PSTPIP1, PTGIS, PTMS, PTPN11, PTPN22, PTPN7, RAB27A, RALGDS, RBPJ, RFX5, RGS1, RGS2, RHBDD2, RHOH, RIN3, RNF19A, RNF31, SAMD9L, SAMSN1, SARDH, SCO2, SEL1L3, SEMA4A, SHFM1, SIRPG, SKIV2L2, SLA, SLC2A8, SLC4A5, SNAP47, SNX17, SNX9, SP140, SPTAN1, SRGAP3, SRGN, SRI, SSH1, STAM, STARD4, STAT3, SUSD6, SYNGR2, TBC1D4, TBK1, TBL1XR1, TET2, TFRC, TIGIT, TNFAIP3, TNFRSF1B, TNFRSF9, TNFSF4, TNS3, TOX, TOX2, TPI1, TRAF5, TRAFD1, TRPS1, TTC24, TTYH3, TYMP, UBASH3B, UBE2L6, VAMP5, VCAM1, VMP1, WARS, WHRN, YARS, ZBED2, ZFP36L1, ZMYM5, ZNF79 MS4A6A,HLA-DRA,NCF4,CTSB,HLA-DMA,HMOX1,CCL3,ACP5,CTSD,OS9,TYMP,GGA2,BST2,CTNNA1,SYNGR2,CD63,IFI16 GSM4288846 7 Exhausted CD4+ T cell 0.0201342281879195 0.000211720237818236 9 334 122 0.0269461077844311 ADAM19, AHI1, AKAP5, AKR1A1, ARHGAP9, ASB2, ATP5C1, ATP6V1A, ATXN1, BATF, BHLHE40-AS1, BST2, BTLA, C9orf16, CAMK1, CAPZB, CCDC50, CD38, CD82, CD84, CDKN2A, CHN1, CKAP2, CLTC, CREM, CTLA4, CTSD, CXCL13, DBNL, DNPH1, DR1, DUSP4, ENTPD1, EPSTI1, ETV7, F2R, FKBP1A-SDCBP2, FUT8, GALM, GAPDH, GBP4, GNG4, GSPT1, HAVCR2, HNRNPK, ICOS, IFI27L2, IFI35, IFNG, IGFLR1, IKZF3, IL21, ITGA2, ITM2A, KCNK5, LAP3, LASP1, LIMA1, LIMS1, LINC00963, LYST, MAF, MAP1LC3A, MAPKAPK3, METTL8, MIR155HG, N4BP2, NAB1, NDFIP2, NMI, NR3C1, NUTF2, OGG1, PDCD1, PDE7B, PHEX, PHTF2, PKM, PRKAG1, PRKAR1A, PSME2, PTPN11, PTTG1, RAB11FIP1, RABGAP1L, RBPJ, RGS1, RGS2, RHBDD2, RILPL2, RNF19A, SARDH, SFXN1, SHFM1, SIRPG, SLC6A6, SLC9A9, SMC5, SPOCK2, SQRDL, SRGN, ST8SIA1, SUSD6, SYNJ1, TBC1D2B, TBXAS1, TIGIT, TMEM2, TNFRSF18, TNFSF8, TOX, TOX2, TPI1, TRAF3, TRPS1, UBE2L6, UNQ6494, UQCRH, WARS, WSB2, ZBED2, ZEB1 TBXAS1,CCDC50,AKR1A1,MAF,CTSD,CLTC,DNPH1,BST2,LAP3 GSM4288846 7 CD4+ cytotoxic T cell 0.0118483412322275 0.019854511255827 5 334 93 0.0149700598802395 A2M, ABCA2, ABI3, ADGRG1, ADGRG5, ADRB2, AGPAT4, AHNAK, AKR1C3, APMAP, ARL4C, ARL5A, C12orf75, C1orf21, CCL4, CCL5, CD244, CD300A, CEP78, CHST12, CST7, CTSW, CX3CR1, DSTN, EFHD2, FCGR3A, FCRL6, FGFBP2, FGR, FUT11, GK5, GLUL, GNLY, GSTP1, GZMA, GZMB, GZMH, GZMM, HOPX, KLRG1, LGR6, LILRB1, LINC00612, LITAF, LLGL2, LOC100130872, LPCAT1, LYAR, MBP, MYBL1, MYO1F, NKG7, NPRL2, OSBPL5, PAFAH2, PATL2, PLEK, PLEKHA1, PLEKHG3, PRF1, PROK2, PRSS23, PTCH1, PTGDS, PTPN4, PXN, PZP, RAB29, RAP1B, RAP2B, RASSF1, RUNX3, S1PR5, SAMD3, SH3BP5, SLAMF7, SLC2A1, SPN, SPON2, SUN2, SYNE1, SYNE2, TARP, TGFBR3, TM4SF19, TM4SF19-TCTEX1D2, TMEM181, TTC16, TTC38, VCL, ZEB2, ZEB2-AS1, ZNF683 A2M,LILRB1,GLUL,PLEK,ZEB2 GSM4288846 7 Liver bud hepatic cell 0.0188323917137476 0.00260402611664079 10 334 207 0.029940119760479 AADAC, ABHD14B, ABLIM3, ACN9, ACSL1, AHSP, AIMP2, AK2, AKR1C1, AKR1C2, ALAS2, ALB, ALG8, AMBP, APOH, APOL1, ASNSD1, ASUN, ATP5G1, AZGP1, BHMT2, BID, C14orf105, C19orf33, C1R, C1S, C2orf82, CARHSP1, CASP7, CCL20, CD47, CD58, CDC37L1, CFH, CFHR1, CHCHD2, CKLF, CLDN1, CPB2, CPM, CPNE8, CSRP1, CYP2J2, CYP3A7, CYP4V2, DDX21, DIAPH2, DNAJC12, DPM3, DUSP23, ECT2, EFHD2, EIF1AY, ELOVL5, EMP2, EMP3, ENPP1, ERICH5, ESF1, EVA1A, F5, FAM216A, FARSB, FILIP1L, FKBP4, FKBP5, FSTL3, FTH1, FXYD1, FXYD2, GAL, GBP1, GC, GLIPR1, GLRX2, GMNN, GNAI1, GPX7, GTF3A, H2AFJ, HIST1H2BK, HIST2H2AA4, HP, HPD, HPRT1, HS3ST3B1, HSPB1, HYPK, IDI1, IFI30, IFI6, IFITM3, IFNAR2, IGFBP4, IL1R1, INO80C, IP6K3, IRAK2, ITIH2, KHDRBS3, KLHL2, KYNU, LBP, LECT2, LMCD1, LRRC61, LTV1, LYRM4, MASP2, MBNL1, MCL1, MET, METTL5, MGLL, MRPL33, MRPS28, MT1A, MT1E, MT1F, MT1G, MT1H, MT1HL1, MT1M, MT1X, MT2A, MYC, NDUFAF2, NDUFAF4, NFIC, NIP7, NME1, NMI, NOP16, NR1H4, OPN3, ORM1, ORM2, OSMR, P2RY6, PALMD, PCF11, PCOLCE2, PDLIM7, PID1, PLEK2, PLP2, POLE3, POLE4, POLR3K, PON3, PPIA, PPIF, PRG4, PSME2, PTRH1, RAB27A, RAB31, RAB32, RARRES2, RBP1, RCL1, RHOB, RHOQ, RRAD, RRP15, RSU1, S100A6, SAA1, SAA2, SAA4, SCN9A, SDSL, SEC14L2, SERPINA3, SERPINA4, SERPINB8, SERPINC1, SERPINE1, SERPINF1, SF3B5, SFN, SIRPA, SLC16A7, SLC38A2, SNRPA, SOD2, SP110, SPP2, SPRYD7, SQRDL, STEAP3, SVIP, TGFBI, TGM2, TIMP1, TMEM109, TMEM176A, TMEM176B, TNFSF14, TUBA1B, TUBA4A, TYW3, UGP2, UGT2B4, UGT2B7, VAMP5, VIM RAB31,TMEM176B,TMEM176A,RAB32,TGFBI,IFI30,TIMP1,HSPB1,RHOB,IFITM3 GSM4288846 7 Kupffer cell 0.0029940119760479 0.0166999999999999 1 334 1 0.0029940119760479 CD163 CD163 GSM4288846 7 Basal cell 0.0116009280742459 0.0282353765100922 5 334 102 0.0149700598802395 ACKR3, ADH7, ANXA8, ANXA8L1, AQP3, ARL4D, ATP1B3, BMP7, C10orf99, C16orf74, CAPG, CAV1, CCND2, CD109, CLCA2, CLCA4, CLDN1, COL17A1, CSTA, DAPL1, DSC3, DSG3, DUSP7, FABP5, FABP5P3, FAT2, FBLN1, FGFBP1, FYB, GJB3, GLTP, GM2A, GPC1, GPNMB, GPX2, HSPB1, IFI27L2, IGFBP6, IL1RN, IL20RB, ITGA6, JUP, KRT13, KRT14, KRT15, KRT16, KRT17, KRT4, KRT5, KRT6A, KRT6B, KRT6C, LAD1, LGALS7, LGALS7B, LOXL4, LY6D, LYPD3, MMP28, MT1X, NOTCH1, NRARP, NXN, PGM2, PHLDA3, PKP1, PKP3, PLAT, PLP2, POLR2J3, PPP1R13L, PTTG1, PVRL1, RAB38, RARG, S100A10, S100A14, S100A16, S100A2, S100A8, SDC1, SERPINB1, SERPINB13, SERPINB2, SERPINB5, SFN, SH3BGRL3, SOX15, SPINK5, SPRR1A, SPRR1B, THBD, TIMP1, TMEM43, TNS4, TP63, TRIM7, TUBB6, UPK3BL, WNT10A, ZNF385A, ZYX SDC1,GPNMB,GM2A,TIMP1,HSPB1 GSM4288846 7 Secretory cell 0.0379746835443038 1.81410442223751e-12 15 334 76 0.0449101796407186 ALDH1A3, AMOTL2, ANPEP, ANTXR1, C3, CA13, CAPN13, CD74, CEACAM6, CFB, CFH, CILP, CP, CPD, CREB3L1, CTSC, CX3CL1, CXCL1, CXCL2, CXCL6, CXCL8, CYFIP2, DTX4, FNDC3B, GABRP, HLA-A, HLA-DMA, HLA-DMB, HLA-DPA1, HLA-DPB1, HLA-DQA1, HLA-DQA2, HLA-DQB1, HLA-DRA, HLA-DRB1, HLA-DRB5, HLA-DRB6, IFITM1, IFITM3, IL1R1, KNCN, LGALS9, LYPD2, MSMB, MUC5B, NCCRP1, PDZK1IP1, PGLYRP4, PI3, PIGR, PITX2, PLK2, PODXL, PPP1R16B, PRR5L, PRSS23, RARRES1, RARRES3, SCGB1A1, SCGB3A1, SELM, SERPINA3, SERPINB7, SLC26A2, SLC34A2, SLC4A4, SLC6A14, SLPI, STEAP4, TGM2, TMEM45A, UBD, VGLL1, VMO1, XBP1, ZG16B HLA-DQA2,HLA-DMB,FNDC3B,HLA-DRA,HLA-DQB1,HLA-DMA,HLA-DRB5,HLA-DQA1,CD74,HLA-DRB1,HLA-DPA1,HLA-DPB1,LGALS9,XBP1,IFITM3 GSM4288846 7 Ionocyte cell 0.0222929936305732 0.00071905367049796 14 334 308 0.0419161676646707 ACADS, ACP1, ACSL1, ACVR1, ADM, AGPAT2, AIFM1, AKAP2, AKAP7, AKIP1, AKIRIN1, AKR1B1, AMACR, ANGEL2, ANK2, ANKRD6, ANKRD9, APLP2, APP, ARL4A, ARL6IP5, ASCL3, ATL2, ATP11A, ATP1A1, ATP6V0A4, ATP6V0B, ATP6V0C, ATP6V0CP3, ATP6V0D2, ATP6V1A, ATP6V1B1, ATP6V1C2, ATP6V1F, ATP6V1G3, ATP7A, AXIN1, BCL2, BCOR, BCR, BFAR, BIK, BMF, BPIFA2, BRPF1, BSND, C11orf68, C1D, C1QTNF3-AMACR, C9orf152, CA12, CALML3, CAMK2B, CBR3, CCDC107, CCDC132, CCDC85C, CCNJL, CD164, CD9, CDA, CDKN1B, CELF2, CFTR, CGNL1, CHST15, CLCN3, CLCNKA, CLCNKB, CLGN, CMAHP, CNN3, CORO7, COX5B, COX6B2, COX7B, CSPG5, CYP51A1, DARS, DDAH2, DHRS7, DMRT2, DOCK11, DOCK4, DOCK6, DUSP6, EFHD1, EIF2AK3, EIF4E2, EPCAM, ETS1, FAM114A1, FAM120AOS, FAM127B, FAM174B, FAM195A, FAM210B, FAM43A, FAM89B, FASTKD2, FBXO32, FOPNL, FOXI1, FOXP1, FRYL, FXYD2, FXYD6, FXYD6-FXYD2, GABARAPL1, GADD45G, GAREM, GBAS, GLIDR, GNA11, GOLM1, GPD1L, GPR116, GPR160, GPRC5B, GRPEL2, GYG1, H1F0, H3F3B, HDAC4, HEPACAM2, HILPDA, HPCAL1, ID3, ID4, IGF1, IGFBP5, IMPA2, INO80, INPPL1, IQGAP2, IRF2BPL, ITPKB, ITPR2, JADE1, JAM3, KCNH1, KCNMA1, KHDRBS3, KIAA1598, KIDINS220, KLC1, KLHL23, KRT18, KRT7, KRT8, KRT80, LBH, LDOC1L, LEF1, LGR4, LIMA1, LINC01187, LRRC42, LTBP2, MAF, MAN2A1, MAOA, MEF2D, MEGF9, METTL13, MGAT5, MIEF1, MPC1, MRFAP1L1, MRPL34, MRPS26, MTHFD1L, MYO6, NCALD, NCKAP5, NDST1, NDUFA4, NEDD4L, NEURL1, NGFR, NRIP3, NT5C, NT5DC3, NUDT16L1, OSBPL1A, PALM2-AKAP2, PCBP4, PDE1C, PDK3, PHB, PHF23, PHOSPHO2-KLHL23, PI4KB, PKIB, PLCB4, PLCG2, PLEKHF2, PLEKHG3, PLXDC2, POSTN, PPARGC1A, PPP1R12B, PPP1R18, PPP2CA, PPP2R3A, PRDM4, PRKAG2, PRPF38A, PSD3, PSEN2, PTAFR, PTGFRN, PTK2, PXDN, PYGB, PYGO2, QSOX1, RAB37, RAD51C, RALA, RARRES2, RBMXL1, RCAN2, RECQL, REPIN1, RERG, RET, RFK, RGMA, RNF34, RPS6KC1, RRM2B, SAV1, SC5D, SCARB2, SCG2, SCNN1B, SDC2, SEC11C, SEC23B, SEMA3C, SERTAD4-AS1, SH3GLB1, SHISA2, SIRT2, SLC12A2, SLC14A1, SLC25A23, SLC29A1, SLC2A12, SLC35F3, SLC9A7, SMAP1, SMARCB1, SMOC1, SNTB1, SP110, SSFA2, ST14, STAC2, STAP1, SUCLG1, SULT1C2, SVIL, SYT7, TBC1D1, TBC1D14, TBC1D2B, TBC1D4, TBC1D9, TFCP2L1, TFG, TFPI, TGFB3, TGFBR2, THBS1, TMEM160, TMEM51, TMEM61, TMPRSS11E, TMPRSS13, TMSB4X, TMTC3, TMUB1, TPD52, TPM1, TRIM47, TRIM8, TSPAN14, TSSC1, TWSG1, UBE2MP1, UBXN2B, UHRF1BP1L, UNC5B-AS1, USF2, USP53, UST, VBP1, VEGFB, VGLL4, WDR1, WLS, YTHDC1, ZDHHC3, ZNF410, ZNF493, ZNF704 IGF1,WLS,PLXDC2,AKAP2,SCARB2,DUSP6,ATP6V0B,MAF,ITPR2,APLP2,DDAH2,IQGAP2,SEC11C,CD9 GSM4288846 7 Enterocyte progenitor cell 0.0126849894291755 0.0350825237283713 6 334 145 0.0179640718562874 AADAC, ABCC2, ABRACL, ACP5, ADH1C, AFP, AGT, ALDOB, ALPI, ANXA4, AOC1, APOA1, APOA4, APOB, APOC3, AQP1, ASAH1, ATP1B3, ATP2A1, BOP1, C11orf86, C17orf78, C8G, CA3, CAMKV, CASC2, CCL25, CD24, CDK5, CELP, CFB, CFI, CHCHD10, CHST13, CNKSR1, COMMD1, CTSA, CYP2J2, DAB1, DDC, DMBT1, DNAJC14, DOK7, DPEP1, DPP4, DRG2, DUS3L, EMB, ENPP4, ENPP7, ETNK2, FABP2, FAH, FAM110C, FBP1, FBXO2, FUK, G0S2, GCHFR, GCNT1, GJB1, GLRX, GOLT1A, GSTA1, GSTA2, HDDC3, HHLA2, IFI30, IL22RA1, IL32, KEL, KIAA1161, KIF26B, MAMDC4, MATN1-AS1, MEP1A, METTL7B, MFSD2A, MGST1, MS4A8, MST1, MUC13, MYO1A, NAGS, NPL, NR0B2, NR5A2, OCIAD2, OSGIN1, PCYOX1L, PEX14, PIGH, PLAGL2, PLEK2, PNCK, PNP, POF1B, PON2, PP7080, PRR15, PRR15L, PRSS3, RAB25, RARRES1, RBP2, RBP4, RGN, RNASE6, RNF128, RNF186, S100A9, S100G, SCARNA2, SEC11C, SERPINA4, SLC2A1, SLC34A3, SLC35A4, SLC35C2, SLC46A3, SLC51B, SLC5A9, SLC6A19, SLC7A7, SMIM1, SMIM24, ST20, STARD13-AS, STARD5, SULT1B1, TATDN1, TGM2, TM4SF20, TMEM144, TMEM86B, TREH, TSPAN13, TSPAN8, TTR, UGT3A1, VPS26B, VTN, XPNPEP2, ZDHHC12, ZNF586 SLC7A7,RNASE6,IFI30,ACP5,ASAH1,SEC11C GSM4288846 7 Paneth cell 0.147569444444444 0 85 334 327 0.254491017964072 ABCA1, ABCG1, ABI3, ACP5, ACTRT3, ADAP2, ADCY7, ADCY9, ADGRG5, AIF1, AOAH, APOBEC3A, ARHGDIB, ARL4C, ARRB2, ATF5, ATP11A, ATP1B3, ATP6V1B2, BCL2A1, BIRC3, BRE-AS1, BTK, C1QA, C1QB, C1QC, C2, C5AR1, CASP1, CCDC134, CCL3, CCL4, CCR1, CD14, CD163, CD163L1, CD180, CD209, CD300A, CD300E, CD33, CD37, CD4, CD40, CD48, CD53, CD68, CD74, CD83, CD84, CD86, CEBPB, CECR1, CFP, CH17-340M24.3, CHI3L1, CLEC10A, CLEC2B, CLEC4G, CLEC7A, CMKLR1, CNEP1R1, CORO7, COTL1, CPVL, CR1, CREG1, CSF1R, CSF2RB, CSF3R, CTSC, CTSL, CTSZ, CXCL10, CXCL16, CXCL2, CXCL3, CXCL8, CXCL9, CXCR4, CXorf40A, CYBB, CYTH4, DAB2, DNAJA4, DNASE1L3, DOCK2, DOK2, DUSP2, DUSP6, EBI3, EDEM1, EIF4A3, EVI2B, EYA2, F13A1, FAM110A, FAM168A, FAM175B, FAM26F, FAM49A, FAM65A, FCER1G, FCGR1A, FCGR2A, FCGR3A, FERMT3, FES, FGD2, FGL2, FLI1, FLJ32255, FMNL1, FPR1, FYB, GATM, GBP5, GFRA2, GGTA1P, GLA, GM2A, GMFG, GNL3, GNPDA1, GPR132, GPR137B, GPR34, GPR65, GPSM3, HAVCR2, HCAR2, HCAR3, HCK, HCLS1, HCST, HLA-DMA, HLA-DMB, HLA-DPA1, HLA-DPB1, HLA-DQA1, HLA-DQB1, HLA-DRA, HLA-DRB1, HMOX1, HPGDS, HSPA6, ICAM1, ICAM4, IFI30, IFNGR1, IGSF6, IKZF1, IL10, IL1A, IL1B, IL1R2, IL1RN, IL23A, IL4I1, INHBA, INPP5D, IPMK, IRF8, IRS2, ITGAM, ITGAX, ITGB2, ITGB2-AS1, JMY, KIAA0226L, KIAA0930, KLHDC7B, KYNU, LAPTM5, LAT2, LCP1, LCP2, LGMN, LILRB1, LILRB2, LILRB4, LILRB5, LINC00996, LIPA, LMO2, LOC100130357, LOC100130476, LOC729732, LPAR6, LPCAT1, LSP1, LST1, LY86, LYN, LYPD3, LYVE1, LYZ, MAF, MAFB, MANBA, MARCH1, MCOLN1, MERTK, METAP1D, METRNL, MFSD1, MMP9, MPEG1, MRC1, MS4A4A, MS4A6A, MS4A7, MTHFD2, NAIP, NAMPT, NCF1, NCF1B, NCF2, NCF4, NCKAP1L, NDST2, NFAM1, NFKBIE, NINJ1, NINJ2, NLRP3, NPL, NR4A2, NR4A3, NSMAF, NUFIP1, ODF3B, OGFRL1, OSM, PDE4B, PELI1, PFKFB3, PGD, PIK3AP1, PLA2G7, PLAU, PLAUR, PLCB2, PLCG2, PLEK, PLIN2, PLXNC1, PPIF, PRKCB, PRMT9, PTAFR, PTGS2, PTPRC, PTPRE, RAC2, RAP2B, RASGEF1B, RASSF5, RGS19, RHBDF2, RIC1, RILPL2, RIPK2, RNASE6, RNF144B, RSAD2, RUNX3, SAMSN1, SECTM1, SFMBT2, SGK1, SGPP1, SH2B3, SIGLEC1, SIGLEC11, SLA, SLAMF7, SLAMF8, SLC15A3, SLC1A4, SLC23A2, SLC25A37, SLC35F6, SLC37A2, SLC7A5, SLC8B1, SLC9A9, SLCO2B1, SLFN11, SNN, SNX10, SNX20, SOD2, SPI1, SPIC, SPPL2A, SRGN, ST3GAL5, STAB1, STK26, STX11, TBXAS1, TFEC, THBD, TLR2, TLR4, TMEM206, TNF, TNFAIP2, TNFAIP3, TNFRSF1B, TNFSF13B, TPP1, TRAF1, TSPAN33, TYROBP, UAP1L1, UCP2, UVRAG, VAV1, VPS9D1, WAS, WDFY2, WDFY4, WIPF1, ZNF267, ZNF331 C1QC,C1QA,C1QB,STAB1,MS4A6A,MS4A7,DAB2,CD163L1,MPEG1,CSF1R,SPI1,CYBB,IGSF6,SLCO2B1,FCGR2A,CD163,LYZ,CSF2RB,MS4A4A,CPVL,MRC1,ADAP2,CD86,F13A1,TNFAIP2,LILRB4,CD14,CLEC10A,SIGLEC1,CD180,DNASE1L3,LILRB5,LILRB2,HCK,BTK,LGMN,LY86,MAFB,RNASE6,FGL2,CD40,CD68,CLEC7A,AIF1,FGD2,TYROBP,CTSZ,IFI30,NAIP,TBXAS1,HLA-DMB,CREG1,LPAR6,LST1,LILRB1,CTSL,CXCL16,HLA-DRA,NCF4,HLA-DQB1,HLA-DMA,IRF8,FCER1G,DUSP6,HMOX1,HLA-DQA1,CD74,HLA-DRB1,CCL3,GM2A,HLA-DPA1,GPR34,ACP5,HLA-DPB1,ABCA1,PLCB2,MAF,SLC8B1,PLEK,CD4,MFSD1,TPP1,NINJ1,GNPDA1,LIPA GSM4288846 7 Mitotic fetal germ cell 0.0239282153539382 0.000646544900778423 24 334 693 0.0718562874251497 ABCA1, ABCF3, ABHD14B, ABRACL, ACADS, ACE, ACP5, ACSL4, ACTB, ACTG2, ACTN1, ACTR1A, ADD2, ADIPOR1, AEN, AGPAT6, AK4, AKAP1, AKAP12, AKR1A1, ALDH4A1, ALDH7A1, ALDOA, ALDOC, ALKBH4, ALPL, ALPPL2, ANKRD2, ANP32A, ANP32E, ANXA3, ANXA6, AP1G2, AP2M1, APBB2, APEX1, APOC1, APOC1P1, APOE, APRT, AQP3, ARHGAP1, ARHGAP28, ARID5B, ARPC1B, ARRB1, ASH2L, ASRGL1, ASS1, ASUN, ATG2A, ATIC, ATP2A3, ATP5G1, ATP6V0A4, ATP6V1B1, BAX, BCL7A, BFAR, BIN1, BLCAP, BNIP3, BPHL, BRE, BTF3, BTF3L4, BYSL, C11orf72, C14orf119, C14orf159, C17orf58, C1GALT1C1, C1QBP, C5orf15, C6orf1, C6orf48, CA2, CALD1, CAMKV, CAPG, CAPN13, CAPN5, CARHSP1, CBX2, CCDC144CP, CCDC85B, CCPG1, CD47, CD63, CD81, CD9, CDC14B, CDC42EP4, CDCA4, CDCA7, CDH3, CDK4, CDO1, CENPA, CERS5, CFLAR, CHM, CHMP1B, CHMP4A, CHP1, CHST2, CKS1B, CLDN6, CLDN7, CLEC4D, CLIC1, CLN3, CNN2, CNNM3, COA4, COA7, COL1A2, COL4A1, COL4A2, COMMD10, CORO1B, COX8A, CRIP1, CRIP2, CRTAP, CSTB, CTH, CTPS1, CTSA, CTSC, CXXC5, CYCS, CYP2S1, DAPK1, DCAF4, DCXR, DDIT4, DDIT4L, DDX47, DFFA, DHTKD1, DHX33, DLG3, DLGAP1-AS2, DMD, DOCK11, DOCK6, DPAGT1, DPPA4, DPPA5, DPYSL2, DSP, DSTNP2, ECE1, EEF1A1, EEF1G, EEF2, EFEMP1, EIF1AX, EIF2S3, EIF3F, EIF3I, EIF3K, EIF3L, EIF3M, EIF4B, EIF6, ELF3, ELK3, ELOVL3, ELOVL6, EMG1, ENC1, ENO1, ENO2, EPB41L2, EPHB4, ERBB3, ESAM, ETFB, ETV1, ETV4, ETV5, EXOSC5, EXOSC6, F11R, F2R, F2RL1, FABP3, FAM122C, FAM124B, FAM162B, FAM46B, FAM63B, FBL, FBLIM1, FBLN1, FBLN5, FES, FGD4, FHL2, FKBP11, FLNA, FLNB, FNDC5, FOXN3, FRAT2, FRMD6, FSTL1, FXYD6, GABARAPL1, GAS5, GATSL2, GCNT1, GDPD2, GIP, GLDC, GLIPR2, GLTSCR2, GLUD1, GMPPA, GMPPB, GMPR, GNB2L1, GNL3, GPATCH2, GPHA2, GPRC5B, GPRC5C, GPX2, GRAMD1A, GRB7, GRWD1, GSN, GSTM4, GSTP1, GTF2IRD2, GUCA1A, H2AFY2, HDDC3, HIAT1, HILPDA, HK1, HLA-E, HMGN1, HNRNPA1, HNRNPF, HRSP12, HUS1, IFI16, IFITM1, IFITM3, IGFBP6, IL12B, IL4R, IL6R, IMP3, IMP4, INA, ITFG3, ITM2C, JADE2, JUP, KANK4, KHDC3L, KIAA0226, KIAA1191, KIT, KLF4, KLHL18, KLRG2, L1TD1, LAPTM4A, LAPTM4B, LASP1, LCP1, LDHA, LDHB, LDLRAP1, LDOC1, LGALS1, LHFP, LIN28A, LINC01160, LINC01356, LITAF, LMO4, LOC101928103, LOC102723968, LPAR2, LPCAT1, LPCAT4, LPIN1, LY6E, MAGED1, MAP3K7, MAP4K1, MARCKSL1, MAVS, MBP, MCL1, MCTS1, MDH1, MEG3, METTL9, MGAT5, MGST3, MKRN1, MLEC, MMP2, MRPL11, MRPL15, MRPL17, MRPL34, MRPL49, MRPL57, MRPL9, MRPS18B, MRPS2, MRPS7, MRS2, MSC, MTFP1, MTHFD1, MYADM, MYBL2, MYCL, MYCN, MYL6, MYL9, MYO10, MYO1C, NAGA, NANOG, NANOS3, NBAS, NCBP2-AS2, NDUFA9, NDUFAB1, NDUFS5, NEU1, NFE2L3, NFKBIB, NHP2, NIP7, NKAIN4, NLE1, NMRAL1, NOL6, NOP10, NOP16, NOS3, NPM1, NR2C2AP, NRK, NSMAF, NT5C3B, NTNG1, NUDT11, NUSAP1, NVL, OCLN, OGT, OLFML3, OR7E156P, ORAI1, OSBPL3, PAICS, PCBD2, PCED1B, PCMTD2, PCSK1N, PCYOX1, PDCD6, PDLIM1, PDLIM5, PDPN, PFKL, PFN1, PGAM1, PGD, PGM1, PGM2, PHB, PHB2, PHGDH, PHLDA3, PIM2, PIM3, PIN4, PKD1L2, PKM, PLAU, PLBD1, PLD3, PLGRKT, PLLP, PLOD1, PLTP, PMAIP1, PMM2, PNP, PNPT1, PODXL, POLR1C, POLR2D, POLR3K, POP5, POP7, POU5F1, POU5F1B, PPAPDC1B, PPM1H, PPM1N, PPP1CA, PPP1R14C, PPP1R15A, PPP1R3B, PQLC3, PRDM1, PRDM14, PRDX3, PRELP, PRODH, PROM1, PSAP, PSMB6, PSME2, PSORS1C2, PTBP1, PTBP3, PTDSS1, PTK7, PTN, PTPN11, PTPN2, PTRF, PXDN, PYCARD, PYGB, PYY, QPRT, RAB11FIP4, RAB15, RAB29, RAD21, RASD1, RASSF2, RBM3, RBM47, RCBTB1, RCC2, RGS10, RHOC, RMND1, RND2, RNF125, RNF181, RNF44, RNPEP, RPARP-AS1, RPL10A, RPL11, RPL12, RPL13, RPL13A, RPL13P5, RPL14, RPL15, RPL17, RPL18, RPL18A, RPL22, RPL23, RPL23A, RPL24, RPL26, RPL27, RPL27A, RPL28, RPL3, RPL31, RPL32, RPL34, RPL35, RPL35A, RPL36A, RPL37, RPL38, RPL39, RPL4, RPL41, RPL7, RPL7A, RPL7L1, RPL8, RPL9, RPLP0, RPP25, RPRM, RPS10, RPS13, RPS14, RPS15A, RPS16, RPS18, RPS18P9, RPS2, RPS24, RPS25, RPS29, RPS3, RPS3A, RPS4X, RPS6, RPS7, RPSA, RPSAP9, RPUSD3, RRP9, RSAD1, RSU1, RTN2, S100A13, SALL4, SARS2, SASH1, SAT1, SCP2, SCPEP1, SDC2, SDCBP, SERINC5, SERPING1, SERPINH1, SF3B3, SFRP2, SHISA5, SHPK, SLC25A11, SLC25A16, SLC29A1, SLC2A1, SLC35A2, SLC35A5, SLC37A3, SLC38A7, SLC39A11, SLC3A2, SLC43A1, SLC44A2, SLC47A1, SLC4A11, SLC6A6, SLC7A3, SLC7A8, SMAGP, SMCO4, SMIM10L1, SNAP23, SNAPC3, SNHG16, SNHG3, SNHG5, SNRPE, SNX10, SNX24, SNX8, SOAT2, SORBS3, SOX13, SOX15, SOX17, SOX4, SPANXA2-OT1, SPTSSA, SRGAP1, ST6GAL1, ST6GALNAC1, ST6GALNAC3, STAT3, STK10, STOM, STON2, STRA6, SUCLA2, SUCLG2, SUMF1, SURF6, SUSD2, SUSD3, SYTL4, TACC2, TAGLN3, TCL1A, TCL1B, TEAD2, TEAD4, TEC, TET1, TFAP2C, TFCP2L1, THAP9-AS1, THOC6, THY1, TIMM8A, TJP3, TKT, TMC7, TMED9, TMEM11, TMEM123, TMEM160, TMEM170A, TMEM177, TMEM205, TMEM51, TMSB10, TMSB4X, TOMM5, TOMM7, TOR3A, TP53, TPM1, TPM2, TPM3, TPM4, TPP1, TRAF4, TRAM2, TRANK1, TRAPPC4, TRAPPC5, TRIAP1, TRIM2, TRIM71, TRIML2, TRIP10, TSPAN18, TTC27, TUBA1A, TUBA1C, TUBB, TUBB3, TUBB4A, TUBB6, TUFT1, TXN, TXNDC12, TYW1, UGCG, UNC119, UNC45A, UPP1, UQCRH, UROD, USMG5, USP28, UTF1, UTRN, VAMP8, VARS, VAT1, VCL, VENTX, VIM, VRTN, VSIG10, WDR1, WDR46, WDR54, WIBG, WNT2B, YPEL2, YWHAB, ZAN, ZC3HAV1, ZDHHC12, ZFP42, ZMIZ1, ZNF138, ZNF208, ZNF286A, ZNF296, ZNF428, ZNF486, ZNF585A, ZNF589, ZNF682, ZNF729, ZNF766, ZNF791, ZYX RBM47,DAPK1,SASH1,SERPING1,PLBD1,PLTP,GSN,SCPEP1,PSAP,CD81,ACP5,NAGA,LMO4,ABCA1,PLD3,AKR1A1,SAT1,TPP1,PYCARD,CD63,LAPTM4A,CD9,IFITM3,IFI16 GSM4288846 7 Migration phase fetal germ cell 0.0140280561122244 0.025747192674896 7 334 172 0.0209580838323353 ABHD12B, ABRACL, ACTC1, ACTG2, ACTR1A, ADAMTS5, ADTRP, ALDOC, ANXA3, APRT, ARL4D, ARMCX3, ASPA, ATP5G1, ATP6V1F, BEX2, BEX4, BOLA3, BZW2, C19orf70, CA2, CARHSP1, CBWD1, CCDC152, CD38, CEBPZ, CHMP4A, CHST2, CLEC4D, CNN2, COL1A2, COX7A2, COX7B, COX8A, CPNE8, CRIP1, CTSC, CXCL14, CYSTM1, DBI, DPM3, DPPA3, EEF1D, EID1, EIF3I, ESRG, ETFB, FABP5, FAM60A, FHL2, FKBP11, FKBP14, FUOM, GABRA3, GGCT, GLIPR2, GLO1, GNPDA1, GSTP1, H2AFZ, HADH, HBE1, HBZ, HIGD1A, HMGB3, HMGN3, HN1, HSD17B10, IFITM1, IFITM3, IGSF1, LAMA4, LDHA, LGALS1, LINC00116, LINC01356, LOC101927746, MCM10, METTL16, MGST1, MGST3, MPV17L, MRPL34, MRPS21, MYL6, MYL9, NDUFA11, NDUFA3, NDUFA7, NDUFB11, NDUFB3, NDUFS5, NGFRAP1, NICN1, NLRP9, NOP10, NQO1, NTRK3, NUSAP1, NVL, OLFML3, PDLIM7, PDPN, PIN4, PLAC8, PLGRKT, PLOD1, PLTP, POLR2L, POU5F1, PPIH, PPM1N, PRDM14, PRR13, PSMB3, PSMB6, PSMC3, PTN, PYCARD, RBM8A, RNF181, RPA3, RPARP-AS1, RPL7, RPS14, RPS27L, S100A13, SAT1, SDCBP, SERPINB6, SERPINB9, SKA2, SLIRP, SNHG17, SNRPB, SNRPD2, SNRPE, SOAT2, SOSTDC1, SPATA6, SPTSSA, SSSCA1, ST6GAL1, ST6GALNAC3, SUCLA2, SUGCT, TCEAL8, TCL1A, TIMM10, TMEM144, TMEM205, TMEM261, TMSB10, TMSB4X, TOMM7, TP53I3, TPD52L1, TPM2, TPM4, TTTY14, TUBB3, TXN, UQCRH, VAMP8, WBP5, WDHD1, ZC3HAV1, ZFP42, ZNF138, ZNF486, ZNF593, ZNF729 PLTP,SERPINB6,SAT1,BEX4,PYCARD,IFITM3,GNPDA1 GSM4288846 7 Gonadal mitotic phase fetal germ cell 0.0174880763116057 0.0142602747179092 11 334 306 0.0329341317365269 A4GALT, AARS2, ABCB8, ABHD14B, ACADS, ACE, ACP5, ADD2, AEN, AKAP1, ALDH4A1, ALPL, ALX4, ANKRD26P1, ANXA6, APOC1, APOE, AQP3, ARHGAP1, ARL6IP1, ARPC1B, ARRB1, ATG2A, ATP2A3, ATP6AP2, ATP6V1B1, BAX, BEND3, BFAR, BOLA3, BPHL, BSPRY, CABYR, CALR, CATSPERG, CCND2, CCPG1, CD53, CD63, CD81, CD9, CDC42EP1, CDC42EP4, CDCA7, CDT1, CDX1, CENPA, CFLAR, CHEK1, CHP1, CLDN6, CNPY2, CNPY3, COL22A1, COL4A1, COL4A2, CTSA, CTSL, CYP2S1, DCAF4, DDIT4, DHTKD1, DHX33, DLG3, DLGAP1-AS2, DMD, DNMBP, DPH7, DPPA3, DPPA4, DPPA5, DSTNP2, EEF1A1, EFEMP1, EIF3K, ELOVL6, EMC7, ENC1, ERBB3, ESAM, ESRP1, ETV4, EXOSC5, F2R, FABP3, FAM122C, FAM124B, FAM162B, FAM214B, FAM46B, FAM63B, FBLIM1, FBLN1, FBLN5, FDXR, FHOD1, FLNA, FLVCR2, FNDC5, FRAT2, FUCA1, FXYD6, GABARAPL1, GDPD2, GIP, GLDC, GLIPR2, GMPPB, GPHA2, GPRC5C, GPX2, HDAC8, HDDC3, HDHD1, HILPDA, HINT1, HMGN4, HNRNPA1, HSPA5, IFT172, IL12B, ILK, IRGQ, ITM2C, JUP, KHDC3L, KIAA2013, KIT, KLRG2, LIN28A, LMBR1L, LOC101928103, LOC653786, LOXL2, LRRC75A-AS1, LY6E, MANSC1, MAVS, MBP, MCL1, MDM2, MEG3, MEIOB, MGST3, MKRN1, MLEC, MMP2, MRPL15, MRS2, MSH2, MSH6, MT1X, MTHFD1, MUS81, MVB12A, MVP, MYBL2, MYCN, MYO1C, NAGA, NANOG, NANOS3, NDUFAB1, NEU1, NFE2L3, NLRP9, NPC2, NPFF, NRK, NSMAF, NT5C2, OGFOD3, OR7E156P, OXA1L, PCED1B, PCYOX1, PDPN, PEBP1, PEG10, PHLDA3, PIM2, PIP5K1B, PKD1L2, PLAU, PLBD1, PLOD1, PLXNA2, PNMT, PNP, PODXL, POGLUT1, POLR3K, POU5F1, PPM1N, PPP1R14C, PPP1R3B, PQLC3, PRELP, PRSS23, PSME2, PSORS1C2, PYY, QPRT, RAB11FIP1, RAB15, RAB29, RAB3B, RASD1, RASSF2, RCC2, RMND1, RNPEP, RPL10, RPL10A, RPL11, RPL13A, RPL22, RPL23, RPL26, RPL27A, RPL36A, RPL41, RPL7, RPS13, RPS15A, RPS2, RPS26, RPS29, RPS3, RPS4X, RPS8, RPUSD3, RRM2, SBF2-AS1, SCGB3A2, SEPN1, SF3B3, SFRP2, SH3PXD2A, SHD, SHPK, SLC25A11, SLC25A16, SLC35A2, SLC38A7, SLC3A2, SLC43A1, SLC47A1, SLC7A8, SNAP23, SNHG16, SNRNP25, SNRPB, SOCS4, SOX13, SOX15, ST6GALNAC1, STARD8, STOM, STRA6, SUMF1, SUSD2, SUSD3, SYT2, TAF11, TAGLN3, TCL1B, TCP11L1, TEAD2, TET1, TFAP2C, TFCP2L1, THY1, TIMP4, TJP3, TMED9, TMEM160, TMEM33, TMSB4X, TOR3A, TPP1, TRAF4, TRAM2, TRANK1, TRAPPC5, TRIAP1, TRIM24, TUBA1C, TUBB, TUBB3, TUFT1, TXNDC12, UPP1, VKORC1, VRTN, VSIG10, WBSCR27, WDR1, WNT2B, XBP1, ZFP42, ZNF490, ZNF589, ZNF682, ZNF716, ZNF791 PLBD1,NPC2,CTSL,CD81,ACP5,NAGA,FUCA1,TPP1,XBP1,CD63,CD9 GSM4288846 7 Sertoli cell 0.0296010296010296 4.07328569496102e-06 23 334 466 0.0688622754491018 A2ML1, ABCC5, ABRACL, ACSL4, ACSS1, ACYP2, ADGRG1, AGPAT9, ALDH1A1, AMH, AMHR2, AMIGO2, ANG, ANKH, ANKRD18A, ANKRD6, AP1G1, APOA1, APOA1BP, APOBEC3G, ARAP2, ARHGAP18, ARHGEF10, ARNT2, ASS1, ASTN2, ATP11A, ATP1A1, ATP1B1, ATP2B4, AXL, B3GNT2, BAG2, BBX, BCAT2, BEX1, BEX2, BEX4, BEX5, BLOC1S1, BRICD5, BTF3L4, BTG2, C14orf166, C16orf87, C1orf115, C1orf141, C21orf91, C4orf48, CACNA2D3, CADM1, CAMSAP3, CAMTA1, CCDC28B, CCNDBP1, CD55, CD58, CDH19, CDH2, CDK2AP2, CFI, CHPF, CHST3, CITED1, CKB, CLCN3, CLDN11, CLEC18A, CLEC18B, CLEC4M, CLU, CMAS, CMC4, CMTR1, CNDP2, COL2A1, COMT, COPE, CORO2A, CPE, CPNE5, CPT1A, CPVL, CRTC3, CSDC2, CST3, CTAGE5, CTSA, CTSV, CUL1, CUL4B, CXADR, CXXC5, CYFIP2, CYP11A1, CYP27A1, DAG1, DAND5, DDX24, DDX26B, DFNA5, DISP1, DMD, DMRT1, DNAJB1, DNAJC15, DNM2, DPP7, DPYSL3, DSC2, DSP, DST, DUSP23, DYNLL1, ECH1, EDEM2, ELOVL2, ENDOD1, ENTPD6, EPCAM, EPHB1, ERBB3, ERBB4, ESYT1, ETNK2, F11R, F8, FAM102A, FAM111A, FAM122B, FAM122C, FAM46C, FAM49B, FAM98A, FATE1, FBXL20, FBXO34, FDXR, FHOD3, FLNB, FLYWCH2, FNTA, FOXO3, FRMPD1, FRZB, FSCN1, FSTL3, FZD3, G6PD, GADD45G, GALNT18, GAS6, GAS7, GATA5, GATA6, GATA6-AS1, GATM, GBP2, GDF3, GET4, GGT1, GLCCI1, GMPR, GNAI1, GNG2, GNG7, GPC1, GPRC5B, GRN, GSE1, GSTA1, GSTA4, GSTM4, HACD1, HERC5, HID1, HIGD2A, HK2, HLTF, HMGN5, HPRT1, HR, HS6ST1, HSD17B3, HSPA1A, HSPA4L, HUWE1, IDH3A, IFI27L1, IFI6, IGF1R, IKBKG, IL32, IL6R, ILDR2, INHA, INHBB, INSR, IQCG, IQCK, ISYNA1, ITGA6, ITGB5, IVNS1ABP, JAM2, JUP, KIAA1462, KIAA1804, KIAA1958, KIF21A, KIF5C, KLHDC8B, KLHL15, KLHL23, KRT8, KTN1, LAMA1, LAMA3, LCMT1, LGR4, LIMCH1, LIMS2, LIPH, LMBR1, LMBR1L, LOC101927204, LOC101928100, LOC643201, LRP8, LRRC16A, MAGEB1, MAP1B, MAPRE3, MASTL, MBNL2, MBOAT7, ME1, MED25, MGST2, MGST3, MID1IP1, MLF1, MMP15, MPPED2, MRPL16, MRPL23, MRPL54, MTM1, MTRNR2L2, MTRNR2L8, MTRNR2L9, MTSS1, MUM1, MVP, MYEF2, MYLK3, MYO10, MYO5C, MYO6, MYO9B, MYOM3, NABP1, NANS, NAV2, NCK2, NEAT1, NEDD9, NIPAL3, NKX3-1, NMT2, NOSTRIN, NR6A1, NRIP1, NTNG2, NUDT10, NUDT11, NXF3, NXT2, NYNRIN, OBSL1, OPTN, OSBPL11, PACRG, PCED1B, PDE4DIP, PDK3, PDPN, PEBP1, PHF24, PHGDH, PLA2G12A, PLA2G16, PLCE1, PLEKHB1, PLEKHG1, PLEKHJ1, PLLP, PLOD3, PLXNC1, PNCK, POMC, PPA1, PPIF, PPM1K, PPP1R12B, PPP1R15A, PPP1R9A, PRAME, PRDX1, PRDX4, PRDX6, PREX1, PRKD1, PRND, PRNP, PRPS2, PRPSAP1, PRUNE2, PSME4, PTBP3, PTGDS, PTP4A1, PTPRE, PTPRF, RAB13, RAB20, RAD21, RASL12, RBBP7, RDX, REEP1, REEP6, REL, RELL1, RGAG1, RIC3, RNASE1, RNASE4, RUFY3, S100A10, SAT1, SCML2, SCN9A, SCRN1, SDC4, SDK2, SEC14L1, SEMA7A, SEPT6, SERPINA5, SERPINB1, SERPINB9, SERPINF1, SESN1, SHTN1, SLAIN1, SLC1A6, SLC25A36, SLC25A4, SLC25A5, SLC27A3, SLC27A6, SLC2A14, SLC39A14, SLC3A2, SLC41A1, SLC43A3, SLC4A2, SLC4A3, SLC4A7, SLC52A3, SLK, SMARCA1, SMARCA5, SMIM1, SMOC1, SMPDL3B, SMS, SMYD2, SNTA1, SOX9, SPECC1, SPINT2, SPOCK2, SREK1IP1, SRGAP1, SRPK2, SS18, SSFA2, ST6GALNAC1, STK10, STK11IP, STK24, STXBP2, SUSD3, SVIP, SYNE2, SYNGR1, SYNGR2, SYT11, TACSTD2, TANC2, TAOK1, TAOK3, TCEA3, TCEAL2, TCEAL5, TECR, TFF3, TGIF1, THEMIS2, TINAGL1, TJP1, TM4SF18, TMC5, TMEM123, TMEM176A, TMEM176B, TMEM181, TMEM2, TMEM41A, TMEM56, TMEM97, TMX4, TNNI3, TOX, TP53INP1, TPST2, TRAPPC5, TRIM16, TRIM37, TRIM47, TRIM50, TRIM55, TRPC5OS, TSPAN13, TSPAN7, TSPYL2, TSTA3, TSTD1, TTC8, TTYH1, TUBA1A, TUBB4B, TXNDC17, UCHL1, UNC80, USMG5, USP13, USP2, VCL, VPS35, VWA5A, WIPF3, WNT6, WT1, WWP1, YPEL2, ZBTB20, ZFAND5, ZFP91, ZMYM3, ZNF280B, ZNF708, ZSWIM5, ZYX RNASE1,TMEM176B,TMEM176A,CPVL,CST3,GAS6,GNG7,THEMIS2,GRN,SEC14L1,SPINT2,NEAT1,PRDX4,HSPA1A,PDE4DIP,WWP1,SAT1,ARHGAP18,MYO9B,BEX4,ACYP2,SYNGR2,COMT GSM4288846 7 Granulosa cell 0.029126213592233 1.12228663295966e-06 15 334 196 0.0449101796407186 ADI1, AEBP1, AK1, ALDH1A1, AP1S3, APOBEC3C, ARHGAP29, ARHGDIB, ATP1A1, ATP2B1, BCL3, BEND5, BIRC3, C12orf10, C1R, C1S, C3orf58, C4orf48, C6orf62, C7, CALB2, CCDC152, CCND3, CCNG1, CD14, CDCP1, CDKN1C, CEBPD, CHI3L1, COL14A1, COL1A1, COL1A2, COPE, CRABP2, CROCCP2, CXCL10, CYP19A1, DHRS13, DIRAS3, DLK1, EIF5A, EMILIN2, EMP3, ENO2, EPB41L4A-AS1, FABP5, FAM65C, FBLN1, FLOT2, FSTL3, FXYD5, GAPDH, GATM, GGT5, GNG2, GOLT1A, GOLT1B, GPC3, GSTT1, GTSF1, HBD, HIF3A, HILPDA, HINT1, HIST1H1D, HIST1H2AE, HLA-DQB1, HLA-DRA, HLA-DRB1, HLA-DRB5, HMGA2, HMGB3, HMGN2, HNRNPM, HORMAD1, ICAM1, IFI16, IFI6, IFITM1, IFITM2, IFITM3, IGF2BP2, ISOC1, ISYNA1, ITM2B, KRT17, LAPTM5, LDHA, LEMD1, LINC00467, LOC100129940, LOC650226, LOC728392, LRRN3, MAGED2, MCM4, MDK, MEG3, MEIS1, MFAP2, MFAP4, MLLT11, MMP2, MT1A, MT1E, MT1F, MT1L, MT2A, MT3, MTFP1, MTRNR2L2, MTRNR2L8, NFKB1, NFKBIA, NME4, NR2F2, NRK, NUPR1, OBP2A, OPA3, OSMR, PCNA, PDGFRA, PGK1, PLAC1, PLAG1, PLAGL1, PLEKHA4, PNMA1, POLE3, PPP4R2, PRAF2, PRKAR2B, PSMD9, PTMA, QPRT, RAD51AP2, RASL11B, RELB, RHOG, RND3, RNF214, RPL12, RPL26, RPL31, RPL34, RPL8, RPP25, RPP25L, RPS11, RPS14, RPS18P9, RPS23, RPS27, RPS27A, RPS28, S100A9, SCARB2, SCN9A, SCPEP1, SEMA5A, SKP2, SLC35F2, SLC6A8, SNHG17, SNRPC, SPINT2, SPP1, SPRY1, SRGN, STRA6, SYCP3, SYNE2, TAC1, TAGLN2, TET1, TFRC, TMEM132C, TMEM176A, TMEM176B, TMEM45A, TMEM50A, TMSB15A, TSC22D3, TSPAN7, UBA52, VCAN, WDR46, WFDC2, ZBTB20, ZDHHC8P1, ZFYVE21, ZGLP1, ZNF217, ZNF436, ZNF581 TMEM176B,TMEM176A,CD14,SCARB2,SCPEP1,HLA-DRA,HLA-DQB1,HLA-DRB5,HLA-DRB1,SPINT2,CEBPD,C6orf62,IFITM3,ATP2B1,IFI16 GSM4288846 7 Gonadal endothelial cell 0.0316856780735108 5.79493215191462e-07 25 334 480 0.0748502994011976 A2M, ABCG1, ABHD2, ACP2, ACTB, ADAM15, ADAMTS7, ADAMTS9, ADD3, ADM, ADRBK1, AGAP6, AGO4, AIF1, AKAP12, AMOTL1, ANGPT1, ANGPTL4, ANKRD6, ANP32E, ANXA11, ANXA2, APP, ARHGAP28, ARHGAP29, ARHGEF2, ARHGEF3, ARHGEF7, ARMCX2, ARPC1B, ARRB1, ASAP1, ASAP2, ASB7, ATP8A1, B4GALT6, BAZ1A, BCAP29, BCHE, BID, BIK, BIN3, BIRC5, BLCAP, BRD9, BUB1, BZW2, C1orf21, C1QTNF3, CALCRL, CALM1, CALML4, CAPG, CARD8, CCDC167, CCDC85A, CCDC85B, CCND1, CCPG1, CD109, CD200, CD24, CDC34, CDC37, CDC42EP1, CDCA5, CDCA7, CDCA8, CDK2AP1, CDYL, CHEK2, CHPF2, CHST12, CHST15, CKS1B, CLIC1, CMTM7, CNN2, CNOT1, COL5A2, COL6A2, COTL1, CPNE2, CREB5, CRIP2, CROCCP2, CSRNP3, CSRP1, CSRP2, CTDSP2, CTDSPL, CTGF, CTTNBP2, CYBA, CYP26B1, CYR61, CYYR1, DAB2, DAB2IP, DCTN5, DENND3, DGKZ, DIMT1, DIP2B, DIXDC1, DNAJC21, DNMT1, DOCK4, DOCK9, DPAGT1, DUSP6, EDIL3, EDN1, EDNRB, EFNA1, EFNA5, EFNB2, EGFL7, EGLN3, ELF1, ELK3, ELOVL1, EMCN, ENG, ENTPD1, EPB41L2, EPHA2, EPHB4, ETS1, ETS2, ETV6, EVA1B, F2R, FAM107B, FAM160B1, FAM171A1, FAM212A, FAM69B, FBLIM1, FBXL7, FCGRT, FDX1, FKBP1A, FKBP5, FLJ46906, FLRT2, FMNL3, FN1, FNBP1, FOXC1, FRG1, FRMD4A, FSCN1, FSTL1, FXYD5, FZD4, GAB1, GALNT18, GATA3, GDPD5, GEN1, GGT5, GNAS, GNG11, GNL1, GPATCH11, GPR161, GRAMD1A, GRB10, GRPEL2, GTF3A, GTPBP2, GUSB, GYPC, H1FX, HAPLN3, HBP1, HDAC7, HEIH, HEY1, HIPK2, HLA-E, HMGA1, HMGA2, HOMER3, HOTAIRM1, HOXA5, HOXA6, HPGD, HSPB1, HSPBAP1, HYAL2, ICA1, ID1, ID3, IDH2, IGF2BP1, IGF2BP2, IGFBP4, INAFM2, INF2, IRF2BPL, ITGA5, ITGA8, ITGA9, ITM2A, ITPRIP, JAM3, JUP, KCNN3, KDELC1, KDM7A, KDR, KIAA1033, KIAA1467, KIF3C, KIT, KLF4, KLF6, LAMA4, LAMB1, LAMC1, LAPTM5, LBR, LDB2, LHFPL2, LIG1, LIMCH1, LIMD2, LIMS1, LIPA, LMO2, LOC100190986, LOC100294145, LOC145783, LOXL2, LPAR6, LRIG3, LRP10, LRP11, LRP5, LRRC32, LRRFIP1, LUZP1, MAGED2, MAML2, MAN1A1, MAN2A1, MAN2C1, MAP3K11, MAP3K3, MAP4K2, MAP4K4, MARCH3, MARCKS, MAST4, MCMBP, MDK, MEF2C, MEIS2, MESDC1, MIDN, MMP16, MMS22L, MPDZ, MRPL52, MSN, MTIF3, MTSS1, MYO1B, MYO5C, NARF, NAV1, NAV3, NEAT1, NEDD9, NET1, NFAT5, NFIB, NFKB1, NID1, NMRK1, NOSTRIN, NOTCH1, NR2F1, NR2F1-AS1, NR2F2, NRP1, NRP2, NT5DC2, NTAN1, NUDT14, NUP50, OAS1, OLFML3, ORAI2, PALD1, PCDH17, PDE4B, PDE8A, PDK4, PDLIM7, PEA15, PEAR1, PELI1, PELI2, PFN1, PGM2L1, PGS1, PHLDB2, PIEZO2, PIGK, PIM3, PIP4K2A, PIP5K1C, PLAT, PLD2, PLEKHA1, PLEKHO2, PLS3, PLVAP, PLXNA2, PLXND1, PMAIP1, PMEPA1, PNP, POC5, POLE4, PPM1F, PPM1G, PRCP, PRDM4, PREX1, PRKAB1, PRKD2, PRR5, PTPRE, PTPRM, PTRF, PXDC1, PXDN, PXN, RAB31, RAB4A, RACGAP1, RALA, RALB, RALGAPA2, RAMP2, RAP2A, RAP2C, RAPGEF5, RAPGEF6, RAPH1, RARB, RASIP1, RBMS1, RDX, REL, REPIN1, RFC3, RGL1, RGS3, RGS5, RHOJ, RIN3, RNASEH2A, RNF185, RPS6KA2, RTKN, S100A11, S100A13, S100A16, SASH1, SBDSP1, SCO1, SEMA6A, SEPN1, SETD8, SGOL2, SH2B3, SH2D3C, SH3TC1, SHANK3, SHC1, SKAP2, SLC12A7, SLC27A3, SLC41A3, SLC9A3R2, SMAD1, SMAGP, SMAP2, SMG5, SMIM13, SMTN, SNCG, SNRK, SOCS3, SP100, SPAG9, SPIN4, SPRY1, SPTBN1, SRD5A3, SSFA2, SSH1, ST3GAL6, ST6GAL1, STIM2, STON2, TAB1, TAGLN2, TANC2, TBC1D1, TCIRG1, TEK, TFPI, TFPI2, TGFBR2, THEM6, THSD1, THY1, TIMELESS, TIMP3, TJP1, TLE1, TM4SF1, TMCO3, TMEM173, TMEM184B, TMEM204, TMEM237, TMEM37, TMEM44, TMEM88, TMEM8A, TMSB4X, TNFAIP2, TNFAIP8L1, TNFRSF1A, TP53, TP53I11, TP53I3, TP53TG1, TPP2, TPST2, TRAF3IP2, TRIM44, TRMT10A, TSPAN18, TSPAN4, TTC28, TTLL5, TUBA1C, TUBB2B, TUBB6, UBE2C, USB1, UTRN, VAMP5, VASH1, VAV3, VIM, VTI1B, WARS, WIPF1, WIPI1, WWTR1, XRCC4, YEATS2, ZCCHC24, ZDHHC7, ZEB1, ZKSCAN8, ZNF250, ZNF267, ZNF521, ZNF667, ZSWIM6 A2M,DAB2,MARCKS,MEF2C,RAB31,TNFAIP2,NRP1,SASH1,ST3GAL6,HOMER3,FCGRT,AIF1,VASH1,LPAR6,TSPAN4,DUSP6,NEAT1,ETV6,CYBA,GUSB,ACP2,MAN1A1,ETS2,HSPB1,LIPA GSM4288846 7 Multilymphoid progenitor cell 0.0275938189845475 2.61946461875828e-05 25 334 597 0.0748502994011976 AARS2, AARSD1, ABCA7, ABCA9, ABCG2, ACAP1, ACIN1, ACRC, ADAMTS6, ADAP1, ADGRE1, ADGRL1, AES, AFF1, AFF3, AGAP6, AGER, AIF1, AKAP17A, AKAP7, AKAP8, ALOX12P2, AMHR2, AMN1, AMPD2, AMPH, ANKHD1-EIF4EBP3, ANKRD11, ANKRD13D, ANKS3, AP2A2, ARHGAP24, ARHGAP4, ARHGAP9, ARHGEF1, ARHGEF2, ARHGEF7, ARID5B, ARNT2, ARPP21, ARRB2, ATAD3B, ATF7IP2, ATHL1, ATM, ATN1, ATP10A, ATP11A-AS1, ATP13A4, ATP9A, AUTS2, AVIL, BASP1, BCAS4, BCL2A1, BCL6, BDP1, BMF, BRF1, BTG1, BTN2A1, BTN3A1, C10orf76, C11orf72, C15orf39, C15orf52, C16orf74, C19orf43, C19orf66, C2CD2L, C5AR1, C6orf48, C6orf99, CABLES2, CABP4, CACNA1C, CADM2, CAMK2G, CAMK4, CASZ1, CAV1, CBX4, CBX7, CCDC144CP, CCDC162P, CCDC6, CCDC85C, CCDC88B, CCDC92, CCHCR1, CCL4L1, CCZ1, CD37, CD6, CD79A, CDH9, CDKN2D, CDYL, CELF1, CHD3, CHRM3, CHRNA3, CIR1, CIRBP, CLEC4A, CLN3, CMC2, CMIP, CMPK2, CMYA5, CNOT1, CNTNAP1, COL24A1, COTL1, CREG2, CRELD2, CROCC, CROCCP2, CRY2, CSF2RA, CSMD1, CSN1S1, CSNK1E, CSNK1G2, CSRNP1, CTSD, CUBN, CUTA, CXCL10, CXCL16, CXXC5, CYFIP2, DARS-AS1, DDAH2, DDX23, DGKA, DGKD, DGKQ, DHFRL1, DHX30, DHX8, DIP2B, DLGAP1-AS1, DLGAP4-AS1, DNAL1, DNASE1, DNASE2, DNHD1, DNM1, DOC2GP, DOK2, DPF1, DPP9, DTX3, DUSP1, DUSP2, DUSP22, DUSP4, DVL1, DYNLL2, DYRK2, EFNB2, EFR3B, EGLN2, EIF1AX-AS1, EIF2S2P3, EIF3EP1, EIF4A1, ELK1, ELP5, EMC8, EPB42, EPHA1-AS1, EVL, EXT1, EZH1, FAM103A1, FAM106A, FAM129C, FAM134B, FAM157C, FAM219A, FAM222B, FAM69A, FAM83D, FAM83G, FBRS, FBRSL1, FBXO38, FCAR, FCGR3B, FCHSD2, FCRL1, FFAR1, FFAR2, FLYWCH1, FMN1, FMNL1, FMNL3, FOSB, FOXN3, FPGT-TNNI3K, FURIN, FZD8, GALNT2, GALNT6, GCA, GFOD1, GLTSCR2, GNA12, GNAI2, GNPTAB, GOLGA2, GON4L, GRIK1, GSDMB, GSTP1, GUSBP2, GVINP1, GYPB, HECW2, HERPUD1, HES1, HHLA1, HIC1, HIST1H2BK, HIST1H4C, HIST1H4I, HIVEP1, HIVEP3, HLA-B, HMGCS1, HMHA1, HNRNPUL1, HOXA3, HOXA5, HVCN1, ICAM1, ID2, IER2, IER5, IFFO2, IFI44L, IFNG, IFNGR2, IGF1, IGF1R, IGF2R, IGFBP6, IL10, IL17RA, IL18RAP, IL1R2, IL23A, IL24, IL7R, INADL, INO80, INPP5K, IQGAP2, ITGB2, ITPKB, JARID2, JUNB, JUND, KCNMB1, KDM2A, KDM2B, KDM7A, KIAA0355, KIAA0430, KIAA0556, KIAA1024, KIAA2013, KIR3DX1, KLF7, KLRB1, KMT2B, LAIR1, LAIR2, LCK, LEF1, LENG8-AS1, LGSN, LIMS2, LINC00304, LINC00869, LINC01554, LMBR1L, LMF2, LMLN, LRCH1, LRG1, LRRC43, LRRC69, LRRK1, LRWD1, LSM14B, LSM7, LTB, LY86, MAF, MAFB, MAGEE1, MALAT1, MAML2, MAN1A2, MANEA-AS1, MAP1A, MAP3K11, MAP3K7CL, MAP4K4, MAPKBP1, MB, MBD6, MDGA2, MED13L, MEF2C, MEX3C, MFSD4, MGAM, MGRN1, MIDN, MKNK1, MLLT6, MLXIP, MMP9, MN1, MNT, MOB3A, MOK, MPHOSPH8, MPRIP, MREG, MRPL55, MRPS24, MSL1, MTURN, MVD, MVK, MYO9B, MYPOP, MZF1-AS1, NAA60, NATD1, NEDD9, NEGR1, NEIL1, NFATC2, NFIA-AS2, NFKBIA, NHLRC3, NKIRAS1, NLRP1, NOTCH1, NR3C1, NRCAM, NRDE2, NSUN2, NUAK2, NYNRIN, OCEL1, OCIAD2, OSTN, OVGP1, PAFAH2, PAG1, PAK1, PALB2, PALD1, PALLD, PANX2, PAQR6, PBXIP1, PCDH9, PCSK5, PDE7A, PDE9A, PER1, PET100, PFDN5, PHKA2, PI4KA, PIEZO1, PIK3C2B, PIK3R1, PILRB, PIM2, PIM3, PIP5KL1, PITHD1, PLA2G6, PLEKHA2, PLEKHO1, PLLP, PLXND1, POLR2J3, POMT1, POU2F2, PPAP2C, PPBP, PPP1R10, PPP1R12C, PPP1R13L, PPP1R16B, PRKACA, PRKCQ-AS1, PRKD2, PRKRIP1, PRKRIRP3, PRMT6, PTGER4, RAB31, RAB33A, RAB4B, RANBP10, RAPGEF1, RASAL3, RASSF5, RBM17, RBM38, RBPMS, RELB, RERE, REXO1L1P, RFC1, RGL4, RGS1, RHOH, RHOT2, RHPN1, RNASET2, RNF220, RNU6-645P, RPAIN, RPL32P3, RPS27, RPS4XP16, RPS6KA2, RRAGC, RSPH4A, RSRC1, RUNX3, RWDD1, SAP30L-AS1, SASH3, SAT2, SCN11A, SCRG1, SEMA3C, SENCR, 9-Sep, SERPINF1, SETD1B, SGIP1, SH3GL1P1, SIN3B, SIPA1, SIVA1, SLC13A4, SLC15A4, SLC25A5-AS1, SLC30A5, SLC35E3, SLC38A1, SLC43A2, SLC4A4, SLC7A6, SLC8A1-AS1, SLC8B1, SLC9A3R1, SLCO5A1, SLITRK5, SMARCA4, SMIM3, SNHG6, SNHG7, SNHG9, SNRNP70, SNX33, SON, SOX11, SOX2-OT, SOX4, SP110, SPACA6P, SPAG5, SPATA21, SPECC1, SPON1, SPRTN, SRP72P2, SRSF4, SSBP3, SSH2, SSSCA1, ST20-AS1, ST3GAL1, STAT6, STK10, STK4, STRBP, STRN4, STX3, STX6, SUSD1, SYN3, SYT4, TAF5, TBC1D17, TBX10, TBX19, TCF3, TCF4, TCF7, TCF7L2, TECPR1, TENM1, TFE3, THBS3, TMC8, TMEM106A, TMEM136, TMEM156, TMEM192, TMEM38A, TMSB10, TNFAIP3, TNFRSF1B, TNFSF11, TNS3, TOP3A, TP53I11, TPM2, TPT1-AS1, TRAF4, TRAPPC2B, TRAT1, TRBC2, TRBV23-1, TRIAP1, TRIB2, TRIM71, TSC22D1, TSC22D3, TTBK2, TTC13, TTC21A, TTN, TUSC7, UBE2Z, UGT3A2, ULBP1, ULK1, UPF2, USF2, USP36, UTP14C, VAMP2, VHL, VPS13D, VPS37B, WDR20, WDR53, WDR66, WFS1, WIPF2, WWOX, XIRP2, YPEL3, YTHDF1, YTHDF3-AS1, ZBTB4, ZBTB7A, ZBTB8A, ZC3H13, ZFAND2A, ZFAS1, ZFP36L1, ZMAT3, ZNF12, ZNF133, ZNF230, ZNF274, ZNF430, ZNF444, ZNF526, ZNF532, ZNF606, ZNF608, ZNF626, ZNF740, ZNF843, ZP1, ZSCAN30, ZSWIM8, ZYX MEF2C,TCF4,IGF1,RAB31,CD79A,LY86,MAFB,AIF1,IFNGR2,CXCL16,HVCN1,HERPUD1,PLEKHO1,MAF,SLC8B1,CTSD,RNASET2,MKNK1,AP2A2,MYO9B,DDAH2,IQGAP2,STAT6,SNRNP70,CMIP GSM4288846 7 Granulocyte-monocyte progenitor 0.0134529147982063 0.0143588705864875 6 334 118 0.0179640718562874 ADK, ALDH4A1, ANXA1, AP3S1, APLP2, APPL1, AREG, ASPM, B3GALNT1, BTF3L4, CALCOCO2, CALR, CASQ1, CCDC181, CCNE2, CD38, CD96, CDKN3, CLEC12A, CLSPN, COMMD5, CP, CPA3, CRNDE, CSF3R, CST7, CSTA, CTSG, DEPDC7, ELANE, EPX, ERAP2, F13A1, FAM129A, FAM45A, FAM96A, FCGR2A, FNDC3B, GAPDHP42, GCNT1, HAL, HGF, HTATSF1, IFNAR2, IGFBP7, IGLL1, IL1RAP, KBTBD11, KCNE3, KIAA0101, LDHA, LGALS1, LRPPRC, M1AP, MAMDC2, MAP3K8, MCM10, MCM4, MCM6, METTL7B, MGST1, MPO, MS4A2, MS4A3, MTND4P15, MUC1, MYBL2, NOG, NPM1P37, NQO1, NUCB2, NUF2, PDE3B, PEG3, PIFO, PLD1, PLEK, PRTN3, PTPN14, PTPRE, PYGL, RAB3D, RAB44, RAD51AP1, RETSAT, RMI2, RNASE2, RNASE3, SDC4, SELL, SERPINB1, SHCBP1, SKA3, SMIM24, SPON2, SUCNR1, TCF19, TLR4, TM7SF3, TNFSF13B, TPPP3, TPSAB1, TPSB2, TPSD1, TRGC1, TRGC2, TTK, TYMSOS, UBE2J1, UBTD2, UHRF1, USP13, VDAC1, VIM, VMP1, VPREB1, ZFP37, ZNF714 FCGR2A,F13A1,FNDC3B,UBE2J1,PLEK,APLP2 GSM4288846 7 CD141+CLEC9A+ dendritic cell 0.0252873563218391 2.79514363787925e-06 11 334 112 0.0329341317365269 ACSS2, ACTN1, ADAM28, ANPEP, APOL1, APOL3, ASAP1, ASB2, AX747832, B3GNT7, BATF3, BCL6, BTLA, C1ORF21, C1ORF54, CADM1, CAMK2D, CCND1, CD38, CD40, CD59, CD93, CLEC9A, CLNK, CPNE3, CPVL, CSRP1, CTTNBP2NL, CYB5R3, CYP2E1, DENND1B, DHRS3, DNASE1L3, DPP4, DSE, DST, DUSP10, DUSP2, EHD4, ELOVL5, ENPP1, FAM135A, FAM160A2, FAM190A, FCRL6, FLT3, FNBP1, FUCA1, GCET2, GSTM4, GYPC, HAVCR2, HLA-DOB, HLA-DPA1, HLA-DPB1, HLA-DPB2, HLA-DQB, HLA-DQB1, ID2, IDO1, IDO2, INF2, KCNK6, KIAA1598, KIF16B, LACC1, LGALS2, LIMA1, LMNA, LOC541471, LOC645638, LRRC18, MTERFD3, NAV1, NCALD, NDRG2, NET1, OSBPL3, PAFAH1B3, PALM2, PDE4DIP, PDLIM1, PDLIM7, PIK3CB, PLCD1, PPA1, PPM1H, PPM1M, PQLC2, PRELID2, PTK2, RAB11FIP4, RGS10, SCARF1, SLAMF7, SLAMF8, SLC24A4, SLC9A9, SNX22, SNX3, STX3, TGM2, THBD, TLR10, TMEM14A, TRERF1, VAC14, VAV3, WDFY4, WHAMMP3, XCR1, ZNF366 CPVL,DNASE1L3,CD40,ADAM28,CD59,HLA-DQB1,HLA-DPA1,HLA-DPB1,LMNA,PDE4DIP,FUCA1 GSM4288846 7 CD1C+_A dendritic cell 0.00828729281767956 0.0146831309968566 3 334 31 0.00898203592814371 ADAM8, AGPAT9, AREG, C10ORF128, CACNA2D3, CCR6, CD1C, CD1D, CD1E, CD2, CD33, CLEC10A, CLEC17A, CLEC4A, CLIC2, CREB5, ENTPD1, ETS2, FCER1A, FCGR2B, ITGA5, MBOAT7, NOD2, NR4A2, PEA15, PER1, PID1, PTAFR, PTGS1, SLC2A3, SMA CLEC10A,FCGR2B,ETS2 GSM4288846 7 CD1C+_B dendritic cell 0.0234375 5.47027115382903e-07 9 334 59 0.0269461077844311 ADAM15, ANXA1, AOAH, ASGR1, BST1, C9ORF89, CD14, CD163, CD1D, CD36, CES1, CES1P1, CLEC10A, CREB5, CSF3R, CSTA, DQ575504, EREG, F13A1, FCER1A, FCN1, FPR1, HBEGF, HNMT, IL13RA1, IL1B, IL1RN, IL27RA, ITGA5, LAT2, LMNA, LOC284454, LYZ, MGST1, MICAL2, MNDA, MPP7, MTMR11, NAIP, NFE2, NLRP12, NLRP3, NOD2, NR4A2, PID1, PLBD1, PTAFR, RAB27A, RAB3D, RETN, RNASE2, S100A12, S100A8, S100A9, SLC2A3, SMA, TMEM173, TREM1, VCAN CD163,LYZ,F13A1,CD14,CLEC10A,MNDA,PLBD1,NAIP,LMNA GSM4288846 7 CD1C-CD141- dendritic cell 0.0713153724247227 0 45 334 342 0.134730538922156 ABCC3, ABHD3, ABI3, ACOT9, ADRBK1, AGTRAP, AIF1, AK123771, AK124399, AK307192, AL137655, ALDH3B1, ALOX5, AMPD2, AP2A1, APOBEC3A, APOL6, ARAP1, ARAP2, ARHGEF3, ARL4A, ARRB1, ARRB2, ARRDC3, ASAH1, ATP1B3, BACH1, BCL2A1, BID, BIN2, BLOC1S3, BLVRA, C10ORF46, C10ORF54, C11ORF21, C15ORF39, C19ORF38, C20ORF112, C3AR1, C5AR1, C9ORF72, CABP4, CALML4, CAMK1, CAMKK2, CASP1, CASP4, CCM2, CCPG1, CD244, CD300A, CD300E, CD300LF, CD52, CD68, CD79B, CD97, CDC42EP3, CDH23, CDKN1C, CFD, CHST15, CKB, CLEC12A, CLEC4F, CLEC7A, CMTM7, CNIH4, CORO2A, CPPED1, CSF1R, CSGALNACT2, CSK, CTSL1, CTSS, CX3CR1, CXCL16, CYTIP, DDX58, DDX60, DDX60L, DENND3, DENND5A, DKFZP451J181, DMXL2, DNAJB1, DNASE2, DOK2, DOK3, DPEP2, DRAP1, DUSP1, DUSP6, EHD1, EMR1, EMR2, ERICH1, EVL, FAM110A, FAM126A, FAM26F, FAM45B, FAM46A, FCAR, FCGR2A, FCGR2C, FCGR3A, FCGR3B, FCN1, FGD3, FGD4, FGR, FLNA, FOXO1, FPR1, FTH1, FTL, FYB, GBP1, GBP2, GBP4, GBP5, GIMAP1, GIMAP2, GIMAP4, GIMAP7, GLUL, GNG2, GNS, GPBAR1, GPR155, GRAMD1A, HCK, HEG1, HK1, HK3, HLA-E, HMOX1, HSBP1, HSPA7, ICAM2, ICAM4, IFI30, IFI6, IFIT2, IFIT3, IFITM1, IFITM2, IFITM3, IFNGR2, IL12RB1, IMPDH1, INSIG1, IRAK3, IRF1, ISG15, ITGAL, ITGB1, ITM2B, KDM1B, KIAA0513, KLF11, KLF3, KSR1, L1TD1, LCP2, LGALS3, LILRA2, LILRA5, LILRA6, LILRB1, LILRB2, LIMS1, LOC100133161, LOC200772, LOC388312, LRP1, LRRC25, LST1, LTA4H, LY6E, LYN, LYST, MAFB, MAGED2, MAP3K1, MARCKS, MBD2, MCTP1, MEFV, MPP1, MS4A4A, MS4A7, MSN, MT2A, MTSS1, MXD3, MYO1G, MYOF, NAAA, NADK, NAMPT, NAP1L1, NBEAL2, NCF2, NDUFB3, NEAT1, NECAP2, NEURL, NFAM1, NFKBIZ, NINJ1, NLRP1, NPL, NR4A1, NUDT16, OAS1, P2RX1, P2RY13, PAG1, PDLIM5, PDP1, PECAM1, PELI1, PHTF2, PIEZO1, PIK3AP1, PIK3IP1, PILRA, PITPNM1, PLEKHO2, PLIN2, PLXNC1, PNPLA6, POU2F2, PPM1F, PRAM1, PSAP, PSTPIP2, PTGER2, PTGER4, PTP4A3, PTPN13, PTPN6, PTPRC, PYGL, RAB10, RAB24, RAB37, RAB3D, RALB, RAP1B, RAP1GAP2, RASGRP4, RELT, RHOC, RNF144B, RNF149, RXRA, S100A11, S100A4, SAMSN1, SASH1, SAT1, SCIMP, SCPEP1, SDCBP, SERPINA1, SGPL1, SH2D1B, SH3BP2, SIDT2, SIGLEC10, SIRPB1, SIRPB2, SLA, SLC11A1, SLC2A6, SLC31A2, SLC44A2, SLC7A7, SMAP2, SNX18, SOD2, SPN, SSH2, STK10, STK38, STX11, STXBP2, SULT1A1, SVIL, SWAP70, SYTL1, TAGLN, TBC1D8, TBCD, TBXAS1, TCF7L2, TCIRG1, TESC, TIAM1, TIMP1, TKT, TLE4, TLR2, TLR4, TMBIM1, TMC6, TMEM11, TMEM134, TMEM154, TMEM176B, TMPO, TMTC1, TNFRSF14, TNFRSF1B, TNFSF10, TSC22D3, TSPAN14, TSPAN32, TTYH3, TUBA1A, TXNIP, TYMP, TYROBP, UBXN11, UNC13D, UPP1, VAMP5, VASP, VMP1, VPS53, WARS, WDFY1, WDR11, WSB1, YPEL2, ZCCHC6, ZEB2, ZFAND5, ZNFX1 MS4A7,MARCKS,CSF1R,SLC7A7,FCGR2A,ALOX5,TMEM176B,MS4A4A,LRP1,LILRB2,HCK,SASH1,MAFB,PILRA,CD68,CLEC7A,AIF1,TYROBP,IFI30,TBXAS1,IFNGR2,SWAP70,LST1,LILRB1,SCPEP1,CXCL16,CFD,DUSP6,HMOX1,PSAP,CTSS,GLUL,FTL,NEAT1,MAP3K1,ASAH1,PECAM1,SAT1,TYMP,TIMP1,ZEB2,ARRDC3,NAAA,NINJ1,IFITM3 GSM4288846 7 AXL+SIGLEC6+ dendritic cell 0.0145278450363196 0.00300095914814502 6 334 85 0.0179640718562874 ACPP, ADAM33, AK125727, ALDH2, APEX1, ARHGAP18, ATF5, ATP2B4, AXL, BAIAP2, BHLHE40, BIN1, C5ORF25, CCND3, CD22, CD300LB, CD300LG, CD5, CD72, CDH1, CDKN1A, CEP95, COQ7, CTSW, CX3CR1, CXCR2, DAB2, DPYSL2, ENTPD7, FAM105A, FAM129A, GGTA1P, GNAQ, GPR146, HIP1, IRF4, KLF12, KLF4, LAX1, LGMN, LTK, MECR, MED12L, MGLL, MRPS6, MYH11, MYO1E, NDRG1, PIM2, PLA2G16, PLAC8, PPP1R14A, PTGDS, RAD1, RBL1, RNASEL, RNF141, RUNX2, S100A10, SCN9A, SEPT6', SIGLEC1, SIGLEC6, SLC20A1, SLC35C2, SLC41A2, SLC4A3, SNRNP25, SOX4, SP4, STAG3L4, STX18, SUCLA2, SUSD1, TBC1D9, THBD, TNFSF12, TNNI2, TSEN54, TXN, UPK3A, USF2, VASH1, ZEB1, ZNF789 DAB2,ALDH2,SIGLEC1,LGMN,VASH1,ARHGAP18 GSM4288846 7 Megakaryocyte 0.00297619047619048 0.0492704096951022 1 334 3 0.0029940119760479 CD14, CD15, CD33 CD14 GSM4288846 7 Monocyte 0.0945692883895131 0 101 334 835 0.302395209580838 ABTB1, ACAA1, ACAP2, ACPP, ACSL1, ACSL3, ACTN1, ACTR2, ADAM17, ADAM8, ADGRE1, ADGRE2, ADGRE3, ADM, ADORA2A-AS1, ADRBK2, AGFG1, AGPAT2, AGTRAP, AHNAK, AHR, AIF1, AIMP1, AKIRIN2, ALDH2, ALDH3B1, ALDOA, ALOX5, ALOX5AP, ANKLE2, ANKRD13D, ANPEP, ANXA1, ANXA11, ANXA2, ANXA5, AP1S2, APLP2, APOBEC3A, APOBR, AQP9, ARF5, ARHGAP26, ARHGDIB, ARL5B, ARPC1B, ARPC2, ARPC3, ARPC5, ARRB2, ARRDC1, ASAH1, ASGR1, ASGR2, ATF1, ATG16L2, ATG3, ATOX1, ATP11A, ATP13A3, ATP2B1, ATP5EP2, ATP5J2, ATP5L, ATP6AP2, ATP6V0B, ATP6V0D1, ATP6V0E1, ATP6V1B2, ATXN1, ATXN7L3, AUP1, AZI2, BACH1, BASP1, BATF3, BAX, BCL2A1, BCL3, BCL6, BEST1, BID, BLVRB, BNIP3L, BRI3, BRK1, BST1, BTF3L4, BTG1, BTG2, C10orf54, C14orf2, C15orf48, C16orf54, C16orf74, C19orf38, C1orf162, C1orf228, C20orf24, C3AR1, C4orf3, C4orf48, C5AR1, C6orf226, C9orf72, CACNA2D3, CALM2, CAP1, CAPG, CAPNS1, CAPZA2, CARD16, CARD19, CARS2, CASP1, CASP4, CAST, CBWD1, CCL20, CCL3L3, CCND3, CCNI, CCNL1, CCPG1, CCR1, CCRL2, CD14, CD1D, CD300C, CD300E, CD300LF, CD302, CD37, CD4, CD44, CD48, CD52, CD53, CD55, CD63, CD68, CD74, CD83, CD86, CD93, CDA, CDC42, CDC42EP2, CDC42EP3, CDKN1A, CEBPB, CEBPD, CEBPE, CES1, CFD, CFLAR, CFP, CHCHD10, CHCHD7, CHMP4B, CHP1, CHPT1, CHSY1, CHTF8, CITED2, CKAP4, CKLF, CLEC12A, CLEC4A, CLEC4E, CLEC5A, CLEC7A, CLIC1, CLTB, CMTM2, CMTM6, CMTM7, CNPY3, COMMD6, CORO1A, CORO2A, COTL1, COX17, COX5A, COX5B, COX6B1, COX7B, COX8A, CPPED1, CPVL, CRIP1, CRISPLD2, CSF2RA, CSF3R, CSGALNACT2, CSNK1A1, CSRNP1, CST3, CSTA, CTDSP1, CTSB, CTSD, CTSH, CTSS, CUX1, CWC25, CXCL1, CXCL16, CXCL3, CXCL8, CYBA, CYBB, CYP1B1, CYP46A1, CYTIP, DAZAP2, DDX3X, DDX60L, DENND3, DES, DGAT2, DIAPH1, DMXL2, DNAAF1, DNAJA1, DNTTIP2, DOCK2, DOCK5, DPEP2, DPH3, DPYD, DSE, DUSP1, DUSP6, EBLN2, EDEM1, EFHD2, EHD1, EIF1B, EIF4G2, ELF1, EMILIN2, EMP3, EPM2AIP1, EPN1, EREG, ERP29, ERP44, ESYT2, ETS2, EVI2A, EVI2B, FAM101B, FAM102B, FAM129B, FAM195A, FAM26F, FAM49A, FAM49B, FAM65B, FBP1, FBXL5, FCAR, FCER1G, FCGR1A, FCGR2A, FCGR3A, FCGR3B, FCGRT, FCN1, FFAR2, FGD4, FGL2, FGR, FKBP1A, FKBP1C, FKBP8, FMNL1, FOSB, FOSL1, FOXO3, FPR1, FPR2, FXYD5, FYB, G0S2, GAA, GABARAPL2, GAPT, GAS7, GBP2, GCA, GIMAP4, GK, GLIPR1, GLIPR2, GLRX, GLT1D1, GLUL, GMFG, GMIP, GNAI2, GNAI3, GNB2, GNG5, GNS, GPAT3, GPBAR1, GPBP1, GPCPD1, GPR84, GPSM3, GPX1, GRB2, GRINA, GRN, GRPEL1, GSTO1, H3F3C, HAL, HCAR3, HCK, HCLS1, HCST, HEBP2, HIF1A, HK2, HK3, HLA-A, HLA-B, HLA-C, HLA-DMA, HLA-DRA, HLA-DRB1, HLA-DRB5, HLA-E, HNMT, HP, HPSE, HSD17B11, HVCN1, ICAM3, IER2, IER3, IFI30, IFITM2, IFNGR1, IFNGR2, IGF2R, IGSF6, IL10RA, IL10RB-AS1, IL17RA, IL1A, IL1B, IL1RAP, IL1RN, IL6R, IQGAP1, IQSEC1, IRAK3, IRG1, ITGAM, ITGAX, ITGB2, ITM2B, ITPRIP, IVNS1ABP, JAK1, JAML, JMJD1C, JTB, JUND, KB-1507C5.4, KDM6B, KLF4, KLF6, KMT2C, KRT23, KYNU, LAMP2, LAMTOR1, LAMTOR2, LAMTOR4, LAMTOR5, LAPTM5, LAT2, LBR, LCP1, LDLR, LGALS1, LGALS3, LILRA1, LILRA2, LILRA4, LILRA5, LILRB1, LILRB2, LILRB3, LIMD2, LIMS1, LIN7A, LINC00694, LIPN, LITAF, LRG1, LRP1, LRPAP1, LRRC25, LRRFIP1, LRRK2, LSM6, LSP1, LST1, LTA4H, LTB4R, LUCAT1, LY86, LYN, LYPD3, LYST, LYZ, MAFB, MAN2B1, MAP1LC3B, MAP2K3, MAP7D1, MAPKAPK3, MARCKS, MCEMP1, MCL1, MCTP1, MEFV, MEGF9, METTL22, METTL9, MFSD1, MGAM, MID1IP1, MIDN, MIR22HG, MIR3945HG, MN1, MNDA, MPEG1, MRPL33, MS4A6A, MS4A7, MSL3, MSN, MSRB1, MT-ATP6, MT-CO3, MT-ND1, MT-ND2, MT-ND3, MT-ND4, MT-ND4L, MT-ND5, MTF1, MTHFS, MTMR11, MTPN, MTRNR2L1, MTRNR2L12, MTRNR2L6, MTRNR2L8, MX2, MXD1, MYADM, MYD88, MYO1F, MYO1G, NAAA, NABP1, NACC2, NADK, NAIP, NAMPT, NAPRT, NBN, NBPF19, NCF1, NCF2, NCF4, NCKAP1L, NCOR2, NDEL1, NDUFA1, NDUFA13, NDUFA2, NDUFB1, NDUFS6, NDUFS7, NDUFV3, NEAT1, NFAM1, NFKBIA, NFKBID, NFKBIZ, NINJ1, NLRC4, NLRP12, NLRP3, NOD2, NOP10, NR1H2, NUDT16, NUMB, NUP214, NUP98, OAZ1, ODF3B, OGFRL1, OLIG1, OLIG2, OLR1, ORM1, OSCAR, OSM, OTUD1, OXSR1, P2RX1, P2RY13, PABPC3, PADI2, PADI4, PAFAH1B2, PAK1, PALM2, PARVG, PCBP1, PCDHGA5, PDXK, PECAM1, PELI1, PFDN5, PGAM1, PGD, PGK1, PGLS, PGPEP1, PHACTR1, PHLDA2, PICALM, PILRA, PIM3, PKM, PKN1, PLAC8, PLAUR, PLBD1, PLD4, PLEK, PLK3, PLP2, PLSCR1, PLXDC2, PNP, PNPLA8, PNRC1, POLE4, POLR2J, POR, POSTN, POU2F2, PPIF, PPP1R15A, PPT1, PRAM1, PRDX5, PRELID1, PRKAG2-AS1, PRKCB, PROK2, PRR13, PRRX1, PSAP, PSEN1, PSMA4, PSMB10, PSMB7, PSMB8, PSME1, PSTPIP1, PTAFR, PTGES, PTGS2, PTP4A1, PTP4A2, PTPN6, PTPRC, PTPRE, PTX3, PYCARD, PYGL, QKI, QPCT, QSOX1, RAB11FIP1, RAB20, RAB27A, RAB31, RAB3D, RAC1, RAC2, RAE1, RALGDS, RAP1B, RASA2, RASGRP4, RBM47, RBMS1, RBP7, RELT, RETN, RGL4, RGS10, RGS19, RGS2, RILPL2, RIN3, RIPK2, RNASE2, RNASE6, RNASET2, RNF13, RNF130, RNF141, RNF144B, RNF149, RNF167, RNH1, RSL24D1, RTN3, RTN4, RXRA, S100A10, S100A11, S100A12, S100A4, S100A6, S100A8, S100A9, S100P, S100Z, SAMHD1, SAMSN1, SAT1, SAT2, SCIMP, SCN4B, SCO2, SCPEP1, SDCBP, SDHB, SEC62, SELK, SELL, SELT, SEMA4A, SERP1, SERPINA1, SERPINB1, SERPINB2, SERPINB6, SERPINB8, SERPINB9, SFT2D1, SH2B2, SH3BGRL3, SH3KBP1, SHKBP1, SHTN1, SIDT2, SIGLEC14, SIGLEC5, SIGLEC7, SIGLEC9, SIRPB1, SKIL, SKP1, SLA, SLC11A1, SLC15A3, SLC16A3, SLC16A5, SLC16A6, SLC24A4, SLC25A37, SLC2A3, SLC2A6, SLC31A2, SLC36A4, SLC3A2, SLC43A2, SLC4A1AP, SLC7A7, SLCO3A1, SLU7, SMARCD3, SMCO4, SMPDL3A, SNX10, SNX2, SNX27, SNX3, SOCS3, SOD2, SORL1, SP2-AS1, SPAG9, SPARC, SPATA13, SPG21, SPI1, SPOPL, SQRDL, SRA1, SRGN, SRSF3, SRSF5, SSR1, SSSCA1, STAT6, STEAP4, STK17B, STK40, STX11, STX3, STXBP2, SULF2, SULT1A1, SYAP1, SYN1, SYTL1, TACC3, TAF13, TAGLN2, TALDO1, TANK, TAX1BP1, TBC1D8, TCIRG1, TESC, TGFBI, THBS1, THEMIS2, TICAM1, TIMP1, TKT, TLCD2, TLR2, TLR4, TLR8, TM2D3, TM9SF2, TMBIM4, TMBIM6, TMEM154, TMEM167A, TMEM170B, TMEM176B, TMEM258, TMEM59, TMEM91, TNFAIP2, TNFAIP3, TNFAIP6, TNFRSF10B, TNFRSF12A, TNFRSF1A, TNFRSF1B, TNFRSF8, TNFSF13B, TNIP1, TNNI2, TOM1, TOMM7, TP53BP2, TPI1, TPM3, TRA2A, TREM1, TRIB1, TRIM25, TRMT6, TRPM4, TRPS1, TSC22D3, TSPO, TXN, TYMP, TYROBP, UBA52, UBE2D1, UBE2D3, UBE2V2, UBL7, UCKL1-AS1, UPK3A, UQCR11, UQCRB, USP10, USP15, USP3, UTF1, VAMP8, VASP, VCAN, VCL, VDR, VENTX, VIM, VIM-AS1, VIPR1, VMP1, VNN1, VNN2, VNN3, VPS29, VSTM1, WARS, WAS, WBP4, WIPF1, WSB1, YPEL5, ZEB2, ZFAND5, ZFP36, ZNF106, ZNF267, ZNF385A, ZYX MS4A6A,MS4A7,MARCKS,MPEG1,SPI1,SLC7A7,CYBB,IGSF6,FCGR2A,LYZ,ALOX5,RAB31,ALDH2,TMEM176B,RBM47,CPVL,CD86,TNFAIP2,CST3,CD14,LRP1,PLXDC2,CD302,LILRB2,HCK,MNDA,PLBD1,LY86,MAFB,RNASE6,PILRA,FGL2,CD68,CLEC7A,FCGRT,AIF1,TGFBI,CTSH,TRIB1,TYROBP,THEMIS2,IFI30,NAIP,GRN,IFNGR2,LST1,LILRB1,SCPEP1,IER3,CXCL16,HLA-DRA,HVCN1,NCF4,CTSB,HLA-DMA,CFD,FCER1G,DUSP6,HLA-DRB5,LAMP2,RNF130,PSAP,CD74,CTSS,GLUL,HLA-DRB1,NEAT1,CEBPD,GRINA,EPN1,BLVRB,CYBA,ATP6V0B,SERPINB6,ASAH1,BRI3,MAN2B1,NCOR2,PECAM1,ATOX1,CTSD,ETS2,PLEK,CD4,SAT1,APLP2,MFSD1,TYMP,RNASET2,TIMP1,ZEB2,RAC1,PPT1,ZNF106,PYCARD,NAAA,CD63,NINJ1,ATP2B1,STAT6,RNF13 GSM4288846 7 Mast cell 0.0316742081447964 1.68597198424436e-08 14 334 122 0.0419161676646707 ABCA1, AC004791.2, ACSL4, ADCYAP1, ADIRF, ADRB2, ALOX5, ALOX5AP, ANXA4, AREG, ARHGAP18, ASAH1, ASIC4, BACE2, BEX1, BTK, C1orf186, C5orf45, CADPS, CALB2, CAPG, CAPN3, CD69, CD82, CD9, CDK15, CLU, CMA1, CNRIP1, COL13A1, CPA3, CPM, CSF1, CST3, CTSG, CTTNBP2, DDX1, DHRS9, DLC1, EFHC2, EGR1, ENPP3, FCER1A, GATA2, GCSAML, GMPR, GPR35, HDC, HEY1, HMGCS2, HPGD, HPGDS, HRASLS5, IGHA1, IGKC, IGLC2, IL1RL1, KIT, KRT1, LAPTM4A, LGALS12, LIF, LMNA, LRRC75A, LTC4S, MAGEB2, MAML1, MAOB, MBOAT7, MLPH, MS4A2, MT1F, NDEL1, NDRG2, NECAB2, NFKBIA, NFKBIZ, NOV, NSG1, NTRK1, PAK1, PIK3R6, PLGRKT, PMP22, PRDX6, PTGS1, PTGS2, RAB34, RGS13, RHBDD2, RHOH, RNF130, RP1-276N6.2, RP11-179A10.1, RP11-307N16.6, RP11-354E11.2, RP11-501J20.5, RP13-143G15.4, SDPR, SIGLEC8, SLC18A2, SLC45A3, SMYD3, STX3, STXBP6, SVOPL, TAL1, TIMP3, TMEM174, TMEM220-AS1, TMEM233, TMEM246, TMOD1, TPSAB1, TPSB2, TPSD1, TSC22D1, TSPYL2, TTC39B, VWA5A, VWC2, XXbac-BPG13B8.10 ALOX5,CST3,BTK,IGLC2,IGKC,IGHA1,LTC4S,RNF130,LMNA,ABCA1,ASAH1,ARHGAP18,LAPTM4A,CD9 GSM4288846 7 Plasma cell 0.0340314136125654 1.98899785530671e-11 13 334 61 0.0389221556886228 AC026202.3, AC104699.1, AL928768.3, BRSK1, CD79A, CPNE5, DERL3, ENAM, FCRL5, FKBP11, IGHA1, IGHA2, IGHG1, IGHG2, IGHG3, IGHG4, IGHGP, IGHM, IGHV3-23, IGHV3-33, IGKC, IGKV1-12, IGKV1-39, IGKV3-15, IGKV4-1, IGLC2, IGLC3, IGLC4, IGLC6, IGLC7, IGLL1, IGLL5, IGLV3-1, IGLV3-10, IL5RA, JCHAIN, JSRP1, KIAA0125, KIF19, LCN8, LINC00582, MEI1, MNX1-AS1, MUC20, MZB1, PARM1, PIM2, PKHD1L1, PNOC, POU2AF1, RP11-1070N10.3, RP11-126O1.6, RP11-16E12.2, RP11-290F5.1, RP5-887A10.1, S100A8, S100A9, SDC1, TAS1R3, TNFRSF13C, TNFRSF17 TNFRSF17,SDC1,FCRL5,IGLL5,CD79A,IGHA2,IGLC2,DERL3,POU2AF1,IGKC,IGHA1,JCHAIN,MZB1 GSM4288846 7 1-cell stage cell (Blastomere) 0.00793650793650794 0.0436327529977216 3 334 47 0.00898203592814371 ACCSL, ACVR1B, ARHGEF16, ASF1B, BCL2L10, BLCAP, BNIP1, C16orf57, C1orf210, C1orf226, C22orf13, C2orf29, CASC3, CIAPIN1, CLEC10A, DCLK2, DHCR7, DMRTB1, DPF2, DUSP7, FDFT1, FTL, GRB7, H1FOO, INTS9, KLF11, KLHDC3, MKNK1, NECAP2, PAPD7, PPIL2, RNF10, SDCCAG8, SHMT2, SKP2, STARD7, STK38, TMEM163, TNFSF13, TRAFD1, TROAP, TUBG1, TUBG2, UNKL, YPEL1, ZFYVE21, ZSWIM3 CLEC10A,FTL,MKNK1 GSM4288846 8 Plasmacytoid dendritic cell 0.00198412698412698 0.0496687034351718 1 503 2 0.00198807157057654 CD123, GZMB GZMB GSM4288846 8 Oligodendrocyte 0.0112721417069243 0.0386876191291434 7 503 125 0.0139165009940358 ACAT2, ACTG1, AFAP1L2, AMOTL2, ANGPTL2, APOD, ARL4A, ASIC1, ATCAY, ATP5E, BIN1, C17orf76-AS1, C2orf27A, CDH13, CDHR1, CNP, COX7C, CRB1, CSPG4, CXADR, DHCR24, DHCR7, DLL1, DLL3, EBP, EEF1B2, EEF2, EIF3E, EIF3L, EPN2, FA2H, FABP7, FAU, FDPS, FERMT1, FGFBP3, FXYD6, GAP43, GNB2L1, GPR17, GPR37L1, GRIA2, GRIA4, GRIK2, HIP1, HIPK2, IFITM10, KCNIP3, KLRC2, LDHB, LHFPL3, LIMA1, LIMS2, LMF1, LPPR1, LRRN1, MAML2, MAP1A, MAP2, MARCKSL1, MEST, MICAL1, MIF, MTSS1, MYT1, NACA, NAP1L1, NEU4, NME1, NME2, NPM1, NPPA, NXPH1, OLIG1, OLIG2, OMG, OPCML, P2RX7, PGRMC1, PHACTR3, PHLDA1, PHLDB1, PID1, POLR2F, RAB2A, RAB33A, RGMB, RGR, RPL13A, RPL31, RPS17L, RPS2, RPS23, RPSAP58, RTKN, SCD, SERINC5, SGK1, SHD, SHISA4, SIRT2, SLC1A1, SNX1, SNX22, SOX8, TAGLN3, TCF12, THY1, TM7SF2, TMEFF2, TMEM97, TMSB10, TMSB4X, TNK2, TRAF4, TUBB, TUBB3, TUBB4A, UGT8, UQCRB, VIPR2, WSCD1, ZCCHC24, ZDHHC9, ZEB2 TUBB,EBP,NAP1L1,NME2,FDPS,MIF,KLRC2 GSM4288846 8 Neural progenitor cell 0.100328947368421 0 61 503 166 0.121272365805169 ANP32E, APOLD1, ASPM, ATAD2, AURKB, BIRC5, BTG3, BUB1, BUB3, C19orf48, C21orf58, CCNA2, CCNB1, CCNB2, CDC20, CDCA3, CDCA4, CDCA5, CDCA7, CDK1, CDKN3, CDON, CENPF, CENPK, CENPM, CENPN, CENPU, CENPW, CHL1, CKAP2, CKAP2L, CKS1B, CKS2, CLIC1, CLSPN, CNTLN, CREB5, DACH1, DCX, DEPDC1B, DHFR, DLGAP5, DTYMK, DUT, EFNB1, EMX1, EMX2, EOMES, FAM60A, FAM64A, FBXO5, FEN1, GAP43, GINS2, GLI3, GMNN, GNG2, GNG5, GTSE1, H2AFV, H2AFX, H2AFZ, HAT1, HELLS, HES1, HIST1H4C, HJURP, HMGB2, HMGB3, HMGN2, HSPB1, ID4, IGF2BP1, ITGB3BP, KIAA0101, KIF11, KIF15, KIF22, KIF23, KIF2C, KNSTRN, KPNA2, LDHA, LMO3, LMO4, MAD2L1, MAPT, MCM2, MCM3, MCM4, MCM5, MCM6, MCM7, MDK, MEF2C, MELK, MFAP2, MIS18BP1, MKI67, MYT1L, NDC80, NOTCH1, NRXN1, NSG1, NTM, NUF2, NUSAP1, OIP5, ORC6, OTX1, PAICS, PAX6, PBK, PCNA, PCSK1N, PHGDH, PLIN2, PPAP2B, PRC1, PRR11, PTTG1, RAB3A, RBFOX2, RCN1, RNASEH2A, RPA3, RPS27L, RRM1, RRM2, RTN1, RUNX1T1, SCG3, SFRP1, SFRP2, SGOL1, SGOL2, SHTN1, SLA, SMC2, SMC4, SNAP25, SNRPB, SOX3, SOX9, SPAG5, SPC25, STMN2, SYT1, TACC3, TAGLN2, TGIF1, TMEM98, TMPO, TOP2A, TPX2, TUBA1B, TUBB4B, UBE2C, UBE2T, UCP2, UHRF1, VIM, WDR34, ZEB2, ZFHX4, ZWINT UHRF1,GTSE1,ZWINT,CLSPN,GINS2,CDK1,MKI67,HELLS,CENPK,CDKN3,MCM2,DHFR,MCM7,FEN1,CDCA7,CENPU,UBE2T,WDR34,MCM4,ORC6,SMC2,MCM5,PCNA,CENPM,MCM3,DTYMK,PAICS,MCM6,GMNN,SMC4,CENPN,TUBA1B,MAD2L1,RRM1,RPA3,HMGN2,RNASEH2A,ATAD2,HMGB2,CKS1B,DUT,TMPO,H2AFZ,H2AFV,ITGB3BP,CKS2,MIS18BP1,CKAP2,LDHA,SNRPB,H2AFX,RPS27L,UCP2,HAT1,BTG3,HSPB1,KPNA2,VIM,KIF22,TUBB4B,GNG5 GSM4288846 8 Interneuron 0.0112781954887218 0.000214443998362013 6 503 35 0.0119284294234592 ARX, CELF4, CKS2, CXCR4, DLX1, DLX2, DLX5, ERBB4, FDFT1, GAD1, GAD2, GNG5, HMGB2, IGFBPL1, INA, LDHA, LHX6, LINC01551, MAF, MDK, MEF2C, MEG3, NEUROD1, NEUROD6, NRXN3, PDE4DIP, PHLDA1, PLS3, PPP1R17, PTPRZ1, PTTG1, SOX2-OT, UBE2C, UBE2T, VIM UBE2T,HMGB2,CKS2,LDHA,VIM,GNG5 GSM4288846 8 Exhausted CD8+ T cell 0.0319573901464714 1.12296408838475e-07 24 503 272 0.047713717693837 ABCG1, ACP5, ACSL4, ACTN4, AFAP1L2, AHI1, AIP, AKAP5, ANKRD10, ANXA5, APOBEC3C, APOBEC3D, APOBEC3F, APOBEC3G, ARHGAP9, ARID5B, ARL3, ARNT, ARPC1B, ASB2, ATP10D, ATP8B4, ATXN1, BATF, BCL2L11, BLOC1S2, BST2, BTG3, C17orf62, CALCOCO2, CALM3, CAMK1, CAPZA2, CASP3, CAT, CBLB, CCDC141, CCL3, CCND2, CD200, CD27, CD27-AS1, CD2BP2, CD38, CD63, CD7, CD70, CD82, CD84, CHST12, CLECL1, CLNK, CLSTN3, COQ10B, COTL1, CREM, CSF1, CSNK2B, CTLA4, CTNNA1, CTNNB1, CTSB, CTSD, CXCL13, CXCR6, DCAF11, DDX60, DGKH, DRAP1, DUSP4, EID1, ENTPD1, ENTPD1-AS1, EPSTI1, ETNK1, ETV1, EWSR1, FAM3C, FASLG, FIBP, FKBP1A, FKBP1A-SDCBP2, FUT8, GABARAPL1, GALM, GALNT2, GAPDH, GATA3, GBP1, GBP2, GBP4, GCNT1, GFOD1, GGA2, GLDC, GMDS, GOLIM4, GPD2, GSTO1, GTF2I, HAVCR2, HLA-DMA, HLA-DRA, HMOX1, HNRNPLL, ICAM3, ICOS, ID2, ID3, IFI16, IFI27L2, IFI35, IFI6, IFNG, IGFLR1, IKZF3, IL21R, IL2RB, INPP5F, IRF2, IRF9, ITGAE, ITM2A, JMJD4, KIF20B, KIR2DL4, KLRC4, KRT86, LAG3, LAT2, LAYN, LDHA, LIMK1, LIMS1, LINC00299, LINC00963, LSM2, LSP1, LY6E, LY6G5B, LYST, MAD2L2, MAP2K3, MAPKAPK3, MAPRE2, MCL1, MIR155, MIR155HG, MIR4632, MIR497HG, MIS18BP1, MS4A6A, MTHFD1, MTHFD2, MX1, MYO1E, MYO7A, NAB1, NAPA, NASP, NCF4, NDFIP2, NEDD9, NFAT5, NR4A2, NRBP1, NUDT5, OAS3, OASL, OS9, OSBPL3, P2RY10, PAM, PARK7, PARP14, PDCD1, PDE7B, PDLIM7, PELI1, PFKP, PHEX, PHLDA1, PHTF2, PKM, PLPP1, PLSCR1, PMF1, PMF1-BGLAP, PON2, PPM1G, PPM1M, PRDM1, PRDX5, PRKAR1A, PRKCH, PSMA5, PSME2, PSTPIP1, PTGIS, PTMS, PTPN11, PTPN22, PTPN7, RAB27A, RALGDS, RBPJ, RFX5, RGS1, RGS2, RHBDD2, RHOH, RIN3, RNF19A, RNF31, SAMD9L, SAMSN1, SARDH, SCO2, SEL1L3, SEMA4A, SHFM1, SIRPG, SKIV2L2, SLA, SLC2A8, SLC4A5, SNAP47, SNX17, SNX9, SP140, SPTAN1, SRGAP3, SRGN, SRI, SSH1, STAM, STARD4, STAT3, SUSD6, SYNGR2, TBC1D4, TBK1, TBL1XR1, TET2, TFRC, TIGIT, TNFAIP3, TNFRSF1B, TNFRSF9, TNFSF4, TNS3, TOX, TOX2, TPI1, TRAF5, TRAFD1, TRPS1, TTC24, TTYH3, TYMP, UBASH3B, UBE2L6, VAMP5, VCAM1, VMP1, WARS, WHRN, YARS, ZBED2, ZFP36L1, ZMYM5, ZNF79 HLA-DRA,GAPDH,MYO1E,NASP,TPI1,MIS18BP1,LDHA,MAD2L2,MTHFD1,DUSP4,PTMS,BTG3,COTL1,HLA-DMA,CALM3,LAT2,KIR2DL4,IFI27L2,IFNG,MTHFD2,ANXA5,PARK7,ITGAE,PSME2 GSM4288846 8 Exhausted CD4+ T cell 0.0146103896103896 0.00371977231201348 9 503 122 0.0178926441351889 ADAM19, AHI1, AKAP5, AKR1A1, ARHGAP9, ASB2, ATP5C1, ATP6V1A, ATXN1, BATF, BHLHE40-AS1, BST2, BTLA, C9orf16, CAMK1, CAPZB, CCDC50, CD38, CD82, CD84, CDKN2A, CHN1, CKAP2, CLTC, CREM, CTLA4, CTSD, CXCL13, DBNL, DNPH1, DR1, DUSP4, ENTPD1, EPSTI1, ETV7, F2R, FKBP1A-SDCBP2, FUT8, GALM, GAPDH, GBP4, GNG4, GSPT1, HAVCR2, HNRNPK, ICOS, IFI27L2, IFI35, IFNG, IGFLR1, IKZF3, IL21, ITGA2, ITM2A, KCNK5, LAP3, LASP1, LIMA1, LIMS1, LINC00963, LYST, MAF, MAP1LC3A, MAPKAPK3, METTL8, MIR155HG, N4BP2, NAB1, NDFIP2, NMI, NR3C1, NUTF2, OGG1, PDCD1, PDE7B, PHEX, PHTF2, PKM, PRKAG1, PRKAR1A, PSME2, PTPN11, PTTG1, RAB11FIP1, RABGAP1L, RBPJ, RGS1, RGS2, RHBDD2, RILPL2, RNF19A, SARDH, SFXN1, SHFM1, SIRPG, SLC6A6, SLC9A9, SMC5, SPOCK2, SQRDL, SRGN, ST8SIA1, SUSD6, SYNJ1, TBC1D2B, TBXAS1, TIGIT, TMEM2, TNFRSF18, TNFSF8, TOX, TOX2, TPI1, TRAF3, TRPS1, UBE2L6, UNQ6494, UQCRH, WARS, WSB2, ZBED2, ZEB1 GAPDH,TPI1,CKAP2,DUSP4,DR1,IFI27L2,IFNG,C9orf16,PSME2 GSM4288846 8 CD4+ cytotoxic T cell 0.0118845500848896 0.00901984113613274 7 503 93 0.0139165009940358 A2M, ABCA2, ABI3, ADGRG1, ADGRG5, ADRB2, AGPAT4, AHNAK, AKR1C3, APMAP, ARL4C, ARL5A, C12orf75, C1orf21, CCL4, CCL5, CD244, CD300A, CEP78, CHST12, CST7, CTSW, CX3CR1, DSTN, EFHD2, FCGR3A, FCRL6, FGFBP2, FGR, FUT11, GK5, GLUL, GNLY, GSTP1, GZMA, GZMB, GZMH, GZMM, HOPX, KLRG1, LGR6, LILRB1, LINC00612, LITAF, LLGL2, LOC100130872, LPCAT1, LYAR, MBP, MYBL1, MYO1F, NKG7, NPRL2, OSBPL5, PAFAH2, PATL2, PLEK, PLEKHA1, PLEKHG3, PRF1, PROK2, PRSS23, PTCH1, PTGDS, PTPN4, PXN, PZP, RAB29, RAP1B, RAP2B, RASSF1, RUNX3, S1PR5, SAMD3, SH3BP5, SLAMF7, SLC2A1, SPN, SPON2, SUN2, SYNE1, SYNE2, TARP, TGFBR3, TM4SF19, TM4SF19-TCTEX1D2, TMEM181, TTC16, TTC38, VCL, ZEB2, ZEB2-AS1, ZNF683 GZMB,C12orf75,GZMH,GZMA,HOPX,GSTP1,NKG7 GSM4288846 8 Myoblast 0.00393700787401575 0.012190840320093 2 503 7 0.00397614314115308 CDC20, CDK1, ID1, ID3, MYOG, PCNA, TTN CDK1,PCNA GSM4288846 8 Liver bud hepatic cell 0.0260115606936416 5.31882433640884e-06 18 503 207 0.0357852882703777 AADAC, ABHD14B, ABLIM3, ACN9, ACSL1, AHSP, AIMP2, AK2, AKR1C1, AKR1C2, ALAS2, ALB, ALG8, AMBP, APOH, APOL1, ASNSD1, ASUN, ATP5G1, AZGP1, BHMT2, BID, C14orf105, C19orf33, C1R, C1S, C2orf82, CARHSP1, CASP7, CCL20, CD47, CD58, CDC37L1, CFH, CFHR1, CHCHD2, CKLF, CLDN1, CPB2, CPM, CPNE8, CSRP1, CYP2J2, CYP3A7, CYP4V2, DDX21, DIAPH2, DNAJC12, DPM3, DUSP23, ECT2, EFHD2, EIF1AY, ELOVL5, EMP2, EMP3, ENPP1, ERICH5, ESF1, EVA1A, F5, FAM216A, FARSB, FILIP1L, FKBP4, FKBP5, FSTL3, FTH1, FXYD1, FXYD2, GAL, GBP1, GC, GLIPR1, GLRX2, GMNN, GNAI1, GPX7, GTF3A, H2AFJ, HIST1H2BK, HIST2H2AA4, HP, HPD, HPRT1, HS3ST3B1, HSPB1, HYPK, IDI1, IFI30, IFI6, IFITM3, IFNAR2, IGFBP4, IL1R1, INO80C, IP6K3, IRAK2, ITIH2, KHDRBS3, KLHL2, KYNU, LBP, LECT2, LMCD1, LRRC61, LTV1, LYRM4, MASP2, MBNL1, MCL1, MET, METTL5, MGLL, MRPL33, MRPS28, MT1A, MT1E, MT1F, MT1G, MT1H, MT1HL1, MT1M, MT1X, MT2A, MYC, NDUFAF2, NDUFAF4, NFIC, NIP7, NME1, NMI, NOP16, NR1H4, OPN3, ORM1, ORM2, OSMR, P2RY6, PALMD, PCF11, PCOLCE2, PDLIM7, PID1, PLEK2, PLP2, POLE3, POLE4, POLR3K, PON3, PPIA, PPIF, PRG4, PSME2, PTRH1, RAB27A, RAB31, RAB32, RARRES2, RBP1, RCL1, RHOB, RHOQ, RRAD, RRP15, RSU1, S100A6, SAA1, SAA2, SAA4, SCN9A, SDSL, SEC14L2, SERPINA3, SERPINA4, SERPINB8, SERPINC1, SERPINE1, SERPINF1, SF3B5, SFN, SIRPA, SLC16A7, SLC38A2, SNRPA, SOD2, SP110, SPP2, SPRYD7, SQRDL, STEAP3, SVIP, TGFBI, TGM2, TIMP1, TMEM109, TMEM176A, TMEM176B, TNFSF14, TUBA1B, TUBA4A, TYW3, UGP2, UGT2B4, UGT2B7, VAMP5, VIM CARHSP1,GMNN,TUBA1B,ALG8,HPRT1,FKBP5,PPIA,POLE3,POLR3K,MT2A,CHCHD2,HSPB1,TMEM109,VIM,CSRP1,GTF3A,PLP2,PSME2 GSM4288846 8 Basal cell 0.010016694490818 0.0438913803360599 6 503 102 0.0119284294234592 ACKR3, ADH7, ANXA8, ANXA8L1, AQP3, ARL4D, ATP1B3, BMP7, C10orf99, C16orf74, CAPG, CAV1, CCND2, CD109, CLCA2, CLCA4, CLDN1, COL17A1, CSTA, DAPL1, DSC3, DSG3, DUSP7, FABP5, FABP5P3, FAT2, FBLN1, FGFBP1, FYB, GJB3, GLTP, GM2A, GPC1, GPNMB, GPX2, HSPB1, IFI27L2, IGFBP6, IL1RN, IL20RB, ITGA6, JUP, KRT13, KRT14, KRT15, KRT16, KRT17, KRT4, KRT5, KRT6A, KRT6B, KRT6C, LAD1, LGALS7, LGALS7B, LOXL4, LY6D, LYPD3, MMP28, MT1X, NOTCH1, NRARP, NXN, PGM2, PHLDA3, PKP1, PKP3, PLAT, PLP2, POLR2J3, PPP1R13L, PTTG1, PVRL1, RAB38, RARG, S100A10, S100A14, S100A16, S100A2, S100A8, SDC1, SERPINB1, SERPINB13, SERPINB2, SERPINB5, SFN, SH3BGRL3, SOX15, SPINK5, SPRR1A, SPRR1B, THBD, TIMP1, TMEM43, TNS4, TP63, TRIM7, TUBB6, UPK3BL, WNT10A, ZNF385A, ZYX FABP5,S100A10,HSPB1,IFI27L2,CAPG,PLP2 GSM4288846 8 Secretory cell 0.0157894736842105 0.000119697208526781 9 503 76 0.0178926441351889 ALDH1A3, AMOTL2, ANPEP, ANTXR1, C3, CA13, CAPN13, CD74, CEACAM6, CFB, CFH, CILP, CP, CPD, CREB3L1, CTSC, CX3CL1, CXCL1, CXCL2, CXCL6, CXCL8, CYFIP2, DTX4, FNDC3B, GABRP, HLA-A, HLA-DMA, HLA-DMB, HLA-DPA1, HLA-DPB1, HLA-DQA1, HLA-DQA2, HLA-DQB1, HLA-DRA, HLA-DRB1, HLA-DRB5, HLA-DRB6, IFITM1, IFITM3, IL1R1, KNCN, LGALS9, LYPD2, MSMB, MUC5B, NCCRP1, PDZK1IP1, PGLYRP4, PI3, PIGR, PITX2, PLK2, PODXL, PPP1R16B, PRR5L, PRSS23, RARRES1, RARRES3, SCGB1A1, SCGB3A1, SELM, SERPINA3, SERPINB7, SLC26A2, SLC34A2, SLC4A4, SLC6A14, SLPI, STEAP4, TGM2, TMEM45A, UBD, VGLL1, VMO1, XBP1, ZG16B HLA-DRA,HLA-DRB1,HLA-DMB,HLA-DQA1,HLA-DQB1,HLA-DRB5,CD74,HLA-DMA,HLA-DPA1 GSM4288846 8 FOXN4+ cell 0.0391459074733096 0 22 503 81 0.0437375745526839 ACTL6A, ACTN1, ADAM15, ALDOA, AMD1, ARL4C, ARNTL2, BAMBI, BTG3, CARHSP1, CASP3, CCNO, CDC20B, CDK1, CDK2AP2, CDKN2A, CDT1, CENPM, CHCHD2, CHORDC1, DBF4, DGCR6, DHFR, DPY19L1, E2F7, E2F8, EIF2S2, ENO1, FOXJ1, FOXN4, GADD45B, GGH, GSKIP, HELLS, HYLS1, INSIG1, ISYNA1, KDELC2, KIAA0895, LAYN, LCK, LRRC26, LYZ, MAZ, MCIDAS, MYCL, NEK2, NETO2, NOP16, OAT, PAQR4, PCSK6, PIGW, PLK4, POLR2L, PPM1G, PRPS2, PSIP1, PSMC3, PTGES3, PTMA, PTPLAD1, RANBP1, RB1, RCC2, RTTN, SLFN11, SNRPG, STIL, TACC1, TAF11, TCF19, TM7SF3, TMEM106C, TTC30A, TYMS, UBE2T, USP13, WDR61, WHSC1, YWHAH TYMS,CDT1,CDK1,HELLS,TCF19,DHFR,PAQR4,UBE2T,GGH,TMEM106C,CENPM,CARHSP1,PTMA,RANBP1,ENO1,INSIG1,BTG3,PSMC3,YWHAH,CHCHD2,SNRPG,PSIP1 GSM4288846 8 Multipotent progenitor cell 0.00732600732600733 0.0301083111556368 4 503 47 0.00795228628230616 ANKRD37, C2CD2, C7orf26, C8orf4, CASP3, CDC45, CENPQ, DDX31, DNAL4, DTX3L, ECE1, FAM229A, GJC2, GPT2, H2AFX, KIAA1586, KLHL11, LGSN, LRRC57, MAML2, MTA1, MTOR, NUDT8, PITPNM2, PLD1, PLK4, POMT2, PPIH, PROM1, PTP4A3, PWWP2B, RPE, SCARF2, SGK1, SLC25A38, SLX4IP, SNX7, SUPT7L, TBC1D15, TRAF4, UBE2D1, UBE2S, ZFAND1, ZFP41, ZNF143, ZNF354C, ZNF571 CDC45,H2AFX,PPIH,UBE2S GSM4288846 8 MKI67+ progenitor cell 0.0114942528735632 0.0240959065016344 7 503 113 0.0139165009940358 ACVRL1, ADGRF5, ANLN, APLNR, APOLD1, ARAP3, ARHGAP29, ARHGEF6, ASPM, AURKB, BGN, BIRC5, CALCRL, CASP10, CCNA2, CCNB1, CCNB2, CD248, CD34, CD93, CDC20, CDH5, CDK1, CDKN3, CENPF, CENPW, CLDN5, CLEC14A, CLEC3B, CXorf36, CYYR1, DLGAP5, EBF1, ECSCR, EGFL7, EMCN, ENG, ERG, ESAM, F2R, FABP4, FAM64A, FLT1, FOXC1, FZD4, GIMAP4, GIMAP6, GIMAP7, GNG11, HEG1, HIP1, HIST1H4C, HMCN1, HSPA12B, HYAL2, INPP5D, IQGAP3, JAG2, JAM2, KDR, KIF20B, KNSTRN, LDB2, LMCD1, LOC100288911, LRRC32, LRRC8C, MKI67, MMRN1, MMRN2, MXD3, MYCT1, NCAPD3, NDC80, NOS3, NRN1, NRP1, NUF2, NUSAP1, PALMD, PCAT19, PECAM1, PHF19, PLVAP, PODXL, PRC1, PTPRB, PTTG1, RAMP2, RAMP3, RGCC, RHOH, ROBO4, RRM2, SEC14L1, SERPINE2, SHE, SLCO2A1, SOX18, TACC3, TAL1, TFPI, TIE1, TK1, TM4SF1, TOP2A, TPX2, TRAIP, TROAP, TSPAN7, UBE2C, UBE2T, VWF CDK1,MKI67,CDKN3,TK1,UBE2T,PHF19,NCAPD3 GSM4288846 8 Paneth cell 0.020910209102091 0.00399395741039976 17 503 327 0.0337972166998012 ABCA1, ABCG1, ABI3, ACP5, ACTRT3, ADAP2, ADCY7, ADCY9, ADGRG5, AIF1, AOAH, APOBEC3A, ARHGDIB, ARL4C, ARRB2, ATF5, ATP11A, ATP1B3, ATP6V1B2, BCL2A1, BIRC3, BRE-AS1, BTK, C1QA, C1QB, C1QC, C2, C5AR1, CASP1, CCDC134, CCL3, CCL4, CCR1, CD14, CD163, CD163L1, CD180, CD209, CD300A, CD300E, CD33, CD37, CD4, CD40, CD48, CD53, CD68, CD74, CD83, CD84, CD86, CEBPB, CECR1, CFP, CH17-340M24.3, CHI3L1, CLEC10A, CLEC2B, CLEC4G, CLEC7A, CMKLR1, CNEP1R1, CORO7, COTL1, CPVL, CR1, CREG1, CSF1R, CSF2RB, CSF3R, CTSC, CTSL, CTSZ, CXCL10, CXCL16, CXCL2, CXCL3, CXCL8, CXCL9, CXCR4, CXorf40A, CYBB, CYTH4, DAB2, DNAJA4, DNASE1L3, DOCK2, DOK2, DUSP2, DUSP6, EBI3, EDEM1, EIF4A3, EVI2B, EYA2, F13A1, FAM110A, FAM168A, FAM175B, FAM26F, FAM49A, FAM65A, FCER1G, FCGR1A, FCGR2A, FCGR3A, FERMT3, FES, FGD2, FGL2, FLI1, FLJ32255, FMNL1, FPR1, FYB, GATM, GBP5, GFRA2, GGTA1P, GLA, GM2A, GMFG, GNL3, GNPDA1, GPR132, GPR137B, GPR34, GPR65, GPSM3, HAVCR2, HCAR2, HCAR3, HCK, HCLS1, HCST, HLA-DMA, HLA-DMB, HLA-DPA1, HLA-DPB1, HLA-DQA1, HLA-DQB1, HLA-DRA, HLA-DRB1, HMOX1, HPGDS, HSPA6, ICAM1, ICAM4, IFI30, IFNGR1, IGSF6, IKZF1, IL10, IL1A, IL1B, IL1R2, IL1RN, IL23A, IL4I1, INHBA, INPP5D, IPMK, IRF8, IRS2, ITGAM, ITGAX, ITGB2, ITGB2-AS1, JMY, KIAA0226L, KIAA0930, KLHDC7B, KYNU, LAPTM5, LAT2, LCP1, LCP2, LGMN, LILRB1, LILRB2, LILRB4, LILRB5, LINC00996, LIPA, LMO2, LOC100130357, LOC100130476, LOC729732, LPAR6, LPCAT1, LSP1, LST1, LY86, LYN, LYPD3, LYVE1, LYZ, MAF, MAFB, MANBA, MARCH1, MCOLN1, MERTK, METAP1D, METRNL, MFSD1, MMP9, MPEG1, MRC1, MS4A4A, MS4A6A, MS4A7, MTHFD2, NAIP, NAMPT, NCF1, NCF1B, NCF2, NCF4, NCKAP1L, NDST2, NFAM1, NFKBIE, NINJ1, NINJ2, NLRP3, NPL, NR4A2, NR4A3, NSMAF, NUFIP1, ODF3B, OGFRL1, OSM, PDE4B, PELI1, PFKFB3, PGD, PIK3AP1, PLA2G7, PLAU, PLAUR, PLCB2, PLCG2, PLEK, PLIN2, PLXNC1, PPIF, PRKCB, PRMT9, PTAFR, PTGS2, PTPRC, PTPRE, RAC2, RAP2B, RASGEF1B, RASSF5, RGS19, RHBDF2, RIC1, RILPL2, RIPK2, RNASE6, RNF144B, RSAD2, RUNX3, SAMSN1, SECTM1, SFMBT2, SGK1, SGPP1, SH2B3, SIGLEC1, SIGLEC11, SLA, SLAMF7, SLAMF8, SLC15A3, SLC1A4, SLC23A2, SLC25A37, SLC35F6, SLC37A2, SLC7A5, SLC8B1, SLC9A9, SLCO2B1, SLFN11, SNN, SNX10, SNX20, SOD2, SPI1, SPIC, SPPL2A, SRGN, ST3GAL5, STAB1, STK26, STX11, TBXAS1, TFEC, THBD, TLR2, TLR4, TMEM206, TNF, TNFAIP2, TNFAIP3, TNFRSF1B, TNFSF13B, TPP1, TRAF1, TSPAN33, TYROBP, UAP1L1, UCP2, UVRAG, VAV1, VPS9D1, WAS, WDFY2, WDFY4, WIPF1, ZNF267, ZNF331 HLA-DRA,SLC1A4,HLA-DRB1,HLA-DMB,HLA-DQA1,HLA-DQB1,LYN,UCP2,CD74,COTL1,HLA-DMA,LAT2,HLA-DPA1,MTHFD2,SNX10,ZNF331,FCER1G GSM4288846 8 Mitotic fetal germ cell 0.0274914089347079 0.000755122562772215 32 503 693 0.0636182902584493 ABCA1, ABCF3, ABHD14B, ABRACL, ACADS, ACE, ACP5, ACSL4, ACTB, ACTG2, ACTN1, ACTR1A, ADD2, ADIPOR1, AEN, AGPAT6, AK4, AKAP1, AKAP12, AKR1A1, ALDH4A1, ALDH7A1, ALDOA, ALDOC, ALKBH4, ALPL, ALPPL2, ANKRD2, ANP32A, ANP32E, ANXA3, ANXA6, AP1G2, AP2M1, APBB2, APEX1, APOC1, APOC1P1, APOE, APRT, AQP3, ARHGAP1, ARHGAP28, ARID5B, ARPC1B, ARRB1, ASH2L, ASRGL1, ASS1, ASUN, ATG2A, ATIC, ATP2A3, ATP5G1, ATP6V0A4, ATP6V1B1, BAX, BCL7A, BFAR, BIN1, BLCAP, BNIP3, BPHL, BRE, BTF3, BTF3L4, BYSL, C11orf72, C14orf119, C14orf159, C17orf58, C1GALT1C1, C1QBP, C5orf15, C6orf1, C6orf48, CA2, CALD1, CAMKV, CAPG, CAPN13, CAPN5, CARHSP1, CBX2, CCDC144CP, CCDC85B, CCPG1, CD47, CD63, CD81, CD9, CDC14B, CDC42EP4, CDCA4, CDCA7, CDH3, CDK4, CDO1, CENPA, CERS5, CFLAR, CHM, CHMP1B, CHMP4A, CHP1, CHST2, CKS1B, CLDN6, CLDN7, CLEC4D, CLIC1, CLN3, CNN2, CNNM3, COA4, COA7, COL1A2, COL4A1, COL4A2, COMMD10, CORO1B, COX8A, CRIP1, CRIP2, CRTAP, CSTB, CTH, CTPS1, CTSA, CTSC, CXXC5, CYCS, CYP2S1, DAPK1, DCAF4, DCXR, DDIT4, DDIT4L, DDX47, DFFA, DHTKD1, DHX33, DLG3, DLGAP1-AS2, DMD, DOCK11, DOCK6, DPAGT1, DPPA4, DPPA5, DPYSL2, DSP, DSTNP2, ECE1, EEF1A1, EEF1G, EEF2, EFEMP1, EIF1AX, EIF2S3, EIF3F, EIF3I, EIF3K, EIF3L, EIF3M, EIF4B, EIF6, ELF3, ELK3, ELOVL3, ELOVL6, EMG1, ENC1, ENO1, ENO2, EPB41L2, EPHB4, ERBB3, ESAM, ETFB, ETV1, ETV4, ETV5, EXOSC5, EXOSC6, F11R, F2R, F2RL1, FABP3, FAM122C, FAM124B, FAM162B, FAM46B, FAM63B, FBL, FBLIM1, FBLN1, FBLN5, FES, FGD4, FHL2, FKBP11, FLNA, FLNB, FNDC5, FOXN3, FRAT2, FRMD6, FSTL1, FXYD6, GABARAPL1, GAS5, GATSL2, GCNT1, GDPD2, GIP, GLDC, GLIPR2, GLTSCR2, GLUD1, GMPPA, GMPPB, GMPR, GNB2L1, GNL3, GPATCH2, GPHA2, GPRC5B, GPRC5C, GPX2, GRAMD1A, GRB7, GRWD1, GSN, GSTM4, GSTP1, GTF2IRD2, GUCA1A, H2AFY2, HDDC3, HIAT1, HILPDA, HK1, HLA-E, HMGN1, HNRNPA1, HNRNPF, HRSP12, HUS1, IFI16, IFITM1, IFITM3, IGFBP6, IL12B, IL4R, IL6R, IMP3, IMP4, INA, ITFG3, ITM2C, JADE2, JUP, KANK4, KHDC3L, KIAA0226, KIAA1191, KIT, KLF4, KLHL18, KLRG2, L1TD1, LAPTM4A, LAPTM4B, LASP1, LCP1, LDHA, LDHB, LDLRAP1, LDOC1, LGALS1, LHFP, LIN28A, LINC01160, LINC01356, LITAF, LMO4, LOC101928103, LOC102723968, LPAR2, LPCAT1, LPCAT4, LPIN1, LY6E, MAGED1, MAP3K7, MAP4K1, MARCKSL1, MAVS, MBP, MCL1, MCTS1, MDH1, MEG3, METTL9, MGAT5, MGST3, MKRN1, MLEC, MMP2, MRPL11, MRPL15, MRPL17, MRPL34, MRPL49, MRPL57, MRPL9, MRPS18B, MRPS2, MRPS7, MRS2, MSC, MTFP1, MTHFD1, MYADM, MYBL2, MYCL, MYCN, MYL6, MYL9, MYO10, MYO1C, NAGA, NANOG, NANOS3, NBAS, NCBP2-AS2, NDUFA9, NDUFAB1, NDUFS5, NEU1, NFE2L3, NFKBIB, NHP2, NIP7, NKAIN4, NLE1, NMRAL1, NOL6, NOP10, NOP16, NOS3, NPM1, NR2C2AP, NRK, NSMAF, NT5C3B, NTNG1, NUDT11, NUSAP1, NVL, OCLN, OGT, OLFML3, OR7E156P, ORAI1, OSBPL3, PAICS, PCBD2, PCED1B, PCMTD2, PCSK1N, PCYOX1, PDCD6, PDLIM1, PDLIM5, PDPN, PFKL, PFN1, PGAM1, PGD, PGM1, PGM2, PHB, PHB2, PHGDH, PHLDA3, PIM2, PIM3, PIN4, PKD1L2, PKM, PLAU, PLBD1, PLD3, PLGRKT, PLLP, PLOD1, PLTP, PMAIP1, PMM2, PNP, PNPT1, PODXL, POLR1C, POLR2D, POLR3K, POP5, POP7, POU5F1, POU5F1B, PPAPDC1B, PPM1H, PPM1N, PPP1CA, PPP1R14C, PPP1R15A, PPP1R3B, PQLC3, PRDM1, PRDM14, PRDX3, PRELP, PRODH, PROM1, PSAP, PSMB6, PSME2, PSORS1C2, PTBP1, PTBP3, PTDSS1, PTK7, PTN, PTPN11, PTPN2, PTRF, PXDN, PYCARD, PYGB, PYY, QPRT, RAB11FIP4, RAB15, RAB29, RAD21, RASD1, RASSF2, RBM3, RBM47, RCBTB1, RCC2, RGS10, RHOC, RMND1, RND2, RNF125, RNF181, RNF44, RNPEP, RPARP-AS1, RPL10A, RPL11, RPL12, RPL13, RPL13A, RPL13P5, RPL14, RPL15, RPL17, RPL18, RPL18A, RPL22, RPL23, RPL23A, RPL24, RPL26, RPL27, RPL27A, RPL28, RPL3, RPL31, RPL32, RPL34, RPL35, RPL35A, RPL36A, RPL37, RPL38, RPL39, RPL4, RPL41, RPL7, RPL7A, RPL7L1, RPL8, RPL9, RPLP0, RPP25, RPRM, RPS10, RPS13, RPS14, RPS15A, RPS16, RPS18, RPS18P9, RPS2, RPS24, RPS25, RPS29, RPS3, RPS3A, RPS4X, RPS6, RPS7, RPSA, RPSAP9, RPUSD3, RRP9, RSAD1, RSU1, RTN2, S100A13, SALL4, SARS2, SASH1, SAT1, SCP2, SCPEP1, SDC2, SDCBP, SERINC5, SERPING1, SERPINH1, SF3B3, SFRP2, SHISA5, SHPK, SLC25A11, SLC25A16, SLC29A1, SLC2A1, SLC35A2, SLC35A5, SLC37A3, SLC38A7, SLC39A11, SLC3A2, SLC43A1, SLC44A2, SLC47A1, SLC4A11, SLC6A6, SLC7A3, SLC7A8, SMAGP, SMCO4, SMIM10L1, SNAP23, SNAPC3, SNHG16, SNHG3, SNHG5, SNRPE, SNX10, SNX24, SNX8, SOAT2, SORBS3, SOX13, SOX15, SOX17, SOX4, SPANXA2-OT1, SPTSSA, SRGAP1, ST6GAL1, ST6GALNAC1, ST6GALNAC3, STAT3, STK10, STOM, STON2, STRA6, SUCLA2, SUCLG2, SUMF1, SURF6, SUSD2, SUSD3, SYTL4, TACC2, TAGLN3, TCL1A, TCL1B, TEAD2, TEAD4, TEC, TET1, TFAP2C, TFCP2L1, THAP9-AS1, THOC6, THY1, TIMM8A, TJP3, TKT, TMC7, TMED9, TMEM11, TMEM123, TMEM160, TMEM170A, TMEM177, TMEM205, TMEM51, TMSB10, TMSB4X, TOMM5, TOMM7, TOR3A, TP53, TPM1, TPM2, TPM3, TPM4, TPP1, TRAF4, TRAM2, TRANK1, TRAPPC4, TRAPPC5, TRIAP1, TRIM2, TRIM71, TRIML2, TRIP10, TSPAN18, TTC27, TUBA1A, TUBA1C, TUBB, TUBB3, TUBB4A, TUBB6, TUFT1, TXN, TXNDC12, TYW1, UGCG, UNC119, UNC45A, UPP1, UQCRH, UROD, USMG5, USP28, UTF1, UTRN, VAMP8, VARS, VAT1, VCL, VENTX, VIM, VRTN, VSIG10, WDR1, WDR46, WDR54, WIBG, WNT2B, YPEL2, YWHAB, ZAN, ZC3HAV1, ZDHHC12, ZFP42, ZMIZ1, ZNF138, ZNF208, ZNF286A, ZNF296, ZNF428, ZNF486, ZNF585A, ZNF589, ZNF682, ZNF729, ZNF766, ZNF791, ZYX CDCA7,CARHSP1,PAICS,CTPS1,PMAIP1,TUBB,CKS1B,CDK4,ZDHHC12,CXXC5,CRIP1,PRDX3,THOC6,ENO1,LDHA,MTHFD1,MRPL11,PFN1,TXN,COX8A,POLR3K,ACTB,HMGN1,PFKL,C1QBP,GSTP1,VIM,MYL6,SNX10,CAPG,TPM3,PSME2 GSM4288846 8 Retinoid acid signaling-responsive fetal germ cell 0.0223776223776224 0.000226141094662236 16 503 228 0.0318091451292246 A1BG, AAMDC, ABHD14A, ACTN2, ADA, AFF3, AGBL5, AKAP11, ANHX, ANP32B, ARL6IP4, ASB9, ATOX1, ATP6V1D, B2M, B3GALNT1, BID, BLOC1S1, BLVRA, C10orf11, C12orf10, C4orf48, CALCOCO2, CASP7, CCDC74B, CCND1, CCNO, CD24, CD74, CDIPT-AS1, CDK2AP1, CDKN2D, CDKN3, CFAP221, CFAP53, CFAP97, CFI, CHMP2A, CMTM7, CNP, COTL1, COX7A1, CPE, CRABP2, CST3, CST6, CTRL, CXorf67, CYP26A1, DAZL, DCTN3, DCTN4, DDX24, DERL3, DGUOK, DKC1, DLK1, DNAJC4, DNM1L, DNMT1, DOCK8, DPCD, DTD1, DUSP9, ECI2, ELOVL2, EPB41L5, ESX1, FAM114A1, FAM133A, FAM213A, FAM216A, FAM76A, FBN2, FBXO15, FBXO9, FBXW4, FDFT1, FST, GALK1, GLIPR1L2, GLRX2, GNS, GPATCH11, GPX4, HAGH, HBQ1, HINT2, HIST3H2A, HMGB1, HMGN2, HOXA3, HOXA5, HOXB5, HOXB7, HTATSF1, IDH3A, IKZF5, IL17RD, JAK1, KBTBD13, KDM1B, KLC1, KLHDC9, KLHL35, KRCC1, KRT17P5, LBR, LEF1, LINC00838, LOC100505666, LOC441601, LTBP3, LUZP4, LY6G5C, MAP1LC3B, MAP3K11, MAP7D3, MCRS1, MDK, MEIS1, MEIS2, MGMT, MICA, MMAB, MPP1, MPST, MTRNR2L8, MXD4, MYO1F, NDUFV3, NEXN, NGRN, NME5, NMT2, NMU, NNAT, NOL12, NPY, NT5DC2, NUDT8, OBSL1, OLMALINC, PABPC4, PAM, PAX6, PBK, PCDH11X, PDCL2, PDE6B, PDS5B, PDSS2, PEA15, PELI2, PEMT, PER3, PIGT, PMM1, PPID, PRADC1, PRDX5, PRTG, PSME1, PTOV1, PTPRU, RAB40B, RARG, RBP1, RBP4, REC8, REEP1, RFX5, RFX6, RNMT, RPGRIP1, RRAGD, SAP25, SCCPDH, SCML2, SCN11A, SDF2L1, SEL1L, SELM, SEMA4F, SERPINE2, SESN3, SIGIRR, SIGMAR1, SIX1, SKAP2, SLC12A2, SLC20A1, SLC25A1, SLC25A14, SMC1B, SPATS2L, SPOCK3, SPTBN2, STK24, STRA8, SULT2B1, SYTL1, TCEAL4, TCF7L2, THRA1/BTR, TLL2, TMEM52, TMEM97, TMEM98, TMSB15A, TOP1MT, TRMT10A, TSPYL2, TSTD1, TTC21B, TUBA3D, TUBB2B, TXLNB, UBE2T, UBL5, UROS, USP11, VAMP5, VPS13C, WASF3, WIPF3, YPEL1, ZGLP1 CDKN3,UBE2T,SCCPDH,HMGN2,DNMT1,PMM1,PEMT,BLOC1S1,CD74,COTL1,HINT2,ATOX1,HTATSF1,HMGB1,PTOV1,ANP32B GSM4288846 8 Migration phase fetal germ cell 0.0321100917431193 2.45487563610425e-09 21 503 172 0.0417495029821074 ABHD12B, ABRACL, ACTC1, ACTG2, ACTR1A, ADAMTS5, ADTRP, ALDOC, ANXA3, APRT, ARL4D, ARMCX3, ASPA, ATP5G1, ATP6V1F, BEX2, BEX4, BOLA3, BZW2, C19orf70, CA2, CARHSP1, CBWD1, CCDC152, CD38, CEBPZ, CHMP4A, CHST2, CLEC4D, CNN2, COL1A2, COX7A2, COX7B, COX8A, CPNE8, CRIP1, CTSC, CXCL14, CYSTM1, DBI, DPM3, DPPA3, EEF1D, EID1, EIF3I, ESRG, ETFB, FABP5, FAM60A, FHL2, FKBP11, FKBP14, FUOM, GABRA3, GGCT, GLIPR2, GLO1, GNPDA1, GSTP1, H2AFZ, HADH, HBE1, HBZ, HIGD1A, HMGB3, HMGN3, HN1, HSD17B10, IFITM1, IFITM3, IGSF1, LAMA4, LDHA, LGALS1, LINC00116, LINC01356, LOC101927746, MCM10, METTL16, MGST1, MGST3, MPV17L, MRPL34, MRPS21, MYL6, MYL9, NDUFA11, NDUFA3, NDUFA7, NDUFB11, NDUFB3, NDUFS5, NGFRAP1, NICN1, NLRP9, NOP10, NQO1, NTRK3, NUSAP1, NVL, OLFML3, PDLIM7, PDPN, PIN4, PLAC8, PLGRKT, PLOD1, PLTP, POLR2L, POU5F1, PPIH, PPM1N, PRDM14, PRR13, PSMB3, PSMB6, PSMC3, PTN, PYCARD, RBM8A, RNF181, RPA3, RPARP-AS1, RPL7, RPS14, RPS27L, S100A13, SAT1, SDCBP, SERPINB6, SERPINB9, SKA2, SLIRP, SNHG17, SNRPB, SNRPD2, SNRPE, SOAT2, SOSTDC1, SPATA6, SPTSSA, SSSCA1, ST6GAL1, ST6GALNAC3, SUCLA2, SUGCT, TCEAL8, TCL1A, TIMM10, TMEM144, TMEM205, TMEM261, TMSB10, TMSB4X, TOMM7, TP53I3, TPD52L1, TPM2, TPM4, TTTY14, TUBB3, TXN, UQCRH, VAMP8, WBP5, WDHD1, ZC3HAV1, ZFP42, ZNF138, ZNF486, ZNF593, ZNF729 CARHSP1,RPA3,GGCT,FABP5,H2AFZ,CRIP1,LDHA,TXN,COX8A,HADH,SNRPB,SKA2,RPS27L,CBWD1,DBI,PPIH,PSMC3,GSTP1,MYL6,NDUFA11,COX7A2 GSM4288846 8 Granulosa cell 0.0219298245614035 0.000137208267874112 15 503 196 0.0298210735586481 ADI1, AEBP1, AK1, ALDH1A1, AP1S3, APOBEC3C, ARHGAP29, ARHGDIB, ATP1A1, ATP2B1, BCL3, BEND5, BIRC3, C12orf10, C1R, C1S, C3orf58, C4orf48, C6orf62, C7, CALB2, CCDC152, CCND3, CCNG1, CD14, CDCP1, CDKN1C, CEBPD, CHI3L1, COL14A1, COL1A1, COL1A2, COPE, CRABP2, CROCCP2, CXCL10, CYP19A1, DHRS13, DIRAS3, DLK1, EIF5A, EMILIN2, EMP3, ENO2, EPB41L4A-AS1, FABP5, FAM65C, FBLN1, FLOT2, FSTL3, FXYD5, GAPDH, GATM, GGT5, GNG2, GOLT1A, GOLT1B, GPC3, GSTT1, GTSF1, HBD, HIF3A, HILPDA, HINT1, HIST1H1D, HIST1H2AE, HLA-DQB1, HLA-DRA, HLA-DRB1, HLA-DRB5, HMGA2, HMGB3, HMGN2, HNRNPM, HORMAD1, ICAM1, IFI16, IFI6, IFITM1, IFITM2, IFITM3, IGF2BP2, ISOC1, ISYNA1, ITM2B, KRT17, LAPTM5, LDHA, LEMD1, LINC00467, LOC100129940, LOC650226, LOC728392, LRRN3, MAGED2, MCM4, MDK, MEG3, MEIS1, MFAP2, MFAP4, MLLT11, MMP2, MT1A, MT1E, MT1F, MT1L, MT2A, MT3, MTFP1, MTRNR2L2, MTRNR2L8, NFKB1, NFKBIA, NME4, NR2F2, NRK, NUPR1, OBP2A, OPA3, OSMR, PCNA, PDGFRA, PGK1, PLAC1, PLAG1, PLAGL1, PLEKHA4, PNMA1, POLE3, PPP4R2, PRAF2, PRKAR2B, PSMD9, PTMA, QPRT, RAD51AP2, RASL11B, RELB, RHOG, RND3, RNF214, RPL12, RPL26, RPL31, RPL34, RPL8, RPP25, RPP25L, RPS11, RPS14, RPS18P9, RPS23, RPS27, RPS27A, RPS28, S100A9, SCARB2, SCN9A, SCPEP1, SEMA5A, SKP2, SLC35F2, SLC6A8, SNHG17, SNRPC, SPINT2, SPP1, SPRY1, SRGN, STRA6, SYCP3, SYNE2, TAC1, TAGLN2, TET1, TFRC, TMEM132C, TMEM176A, TMEM176B, TMEM45A, TMEM50A, TMSB15A, TSC22D3, TSPAN7, UBA52, VCAN, WDR46, WFDC2, ZBTB20, ZDHHC8P1, ZFYVE21, ZGLP1, ZNF217, ZNF436, ZNF581 MCM4,PCNA,HLA-DRA,GAPDH,PTMA,HMGN2,HLA-DRB1,FABP5,HLA-DQB1,HLA-DRB5,LDHA,POLE3,SNRPC,MT2A,PGK1 GSM4288846 8 Gonadal endothelial cell 0.0250260688216893 0.00118186523978681 24 503 480 0.047713717693837 A2M, ABCG1, ABHD2, ACP2, ACTB, ADAM15, ADAMTS7, ADAMTS9, ADD3, ADM, ADRBK1, AGAP6, AGO4, AIF1, AKAP12, AMOTL1, ANGPT1, ANGPTL4, ANKRD6, ANP32E, ANXA11, ANXA2, APP, ARHGAP28, ARHGAP29, ARHGEF2, ARHGEF3, ARHGEF7, ARMCX2, ARPC1B, ARRB1, ASAP1, ASAP2, ASB7, ATP8A1, B4GALT6, BAZ1A, BCAP29, BCHE, BID, BIK, BIN3, BIRC5, BLCAP, BRD9, BUB1, BZW2, C1orf21, C1QTNF3, CALCRL, CALM1, CALML4, CAPG, CARD8, CCDC167, CCDC85A, CCDC85B, CCND1, CCPG1, CD109, CD200, CD24, CDC34, CDC37, CDC42EP1, CDCA5, CDCA7, CDCA8, CDK2AP1, CDYL, CHEK2, CHPF2, CHST12, CHST15, CKS1B, CLIC1, CMTM7, CNN2, CNOT1, COL5A2, COL6A2, COTL1, CPNE2, CREB5, CRIP2, CROCCP2, CSRNP3, CSRP1, CSRP2, CTDSP2, CTDSPL, CTGF, CTTNBP2, CYBA, CYP26B1, CYR61, CYYR1, DAB2, DAB2IP, DCTN5, DENND3, DGKZ, DIMT1, DIP2B, DIXDC1, DNAJC21, DNMT1, DOCK4, DOCK9, DPAGT1, DUSP6, EDIL3, EDN1, EDNRB, EFNA1, EFNA5, EFNB2, EGFL7, EGLN3, ELF1, ELK3, ELOVL1, EMCN, ENG, ENTPD1, EPB41L2, EPHA2, EPHB4, ETS1, ETS2, ETV6, EVA1B, F2R, FAM107B, FAM160B1, FAM171A1, FAM212A, FAM69B, FBLIM1, FBXL7, FCGRT, FDX1, FKBP1A, FKBP5, FLJ46906, FLRT2, FMNL3, FN1, FNBP1, FOXC1, FRG1, FRMD4A, FSCN1, FSTL1, FXYD5, FZD4, GAB1, GALNT18, GATA3, GDPD5, GEN1, GGT5, GNAS, GNG11, GNL1, GPATCH11, GPR161, GRAMD1A, GRB10, GRPEL2, GTF3A, GTPBP2, GUSB, GYPC, H1FX, HAPLN3, HBP1, HDAC7, HEIH, HEY1, HIPK2, HLA-E, HMGA1, HMGA2, HOMER3, HOTAIRM1, HOXA5, HOXA6, HPGD, HSPB1, HSPBAP1, HYAL2, ICA1, ID1, ID3, IDH2, IGF2BP1, IGF2BP2, IGFBP4, INAFM2, INF2, IRF2BPL, ITGA5, ITGA8, ITGA9, ITM2A, ITPRIP, JAM3, JUP, KCNN3, KDELC1, KDM7A, KDR, KIAA1033, KIAA1467, KIF3C, KIT, KLF4, KLF6, LAMA4, LAMB1, LAMC1, LAPTM5, LBR, LDB2, LHFPL2, LIG1, LIMCH1, LIMD2, LIMS1, LIPA, LMO2, LOC100190986, LOC100294145, LOC145783, LOXL2, LPAR6, LRIG3, LRP10, LRP11, LRP5, LRRC32, LRRFIP1, LUZP1, MAGED2, MAML2, MAN1A1, MAN2A1, MAN2C1, MAP3K11, MAP3K3, MAP4K2, MAP4K4, MARCH3, MARCKS, MAST4, MCMBP, MDK, MEF2C, MEIS2, MESDC1, MIDN, MMP16, MMS22L, MPDZ, MRPL52, MSN, MTIF3, MTSS1, MYO1B, MYO5C, NARF, NAV1, NAV3, NEAT1, NEDD9, NET1, NFAT5, NFIB, NFKB1, NID1, NMRK1, NOSTRIN, NOTCH1, NR2F1, NR2F1-AS1, NR2F2, NRP1, NRP2, NT5DC2, NTAN1, NUDT14, NUP50, OAS1, OLFML3, ORAI2, PALD1, PCDH17, PDE4B, PDE8A, PDK4, PDLIM7, PEA15, PEAR1, PELI1, PELI2, PFN1, PGM2L1, PGS1, PHLDB2, PIEZO2, PIGK, PIM3, PIP4K2A, PIP5K1C, PLAT, PLD2, PLEKHA1, PLEKHO2, PLS3, PLVAP, PLXNA2, PLXND1, PMAIP1, PMEPA1, PNP, POC5, POLE4, PPM1F, PPM1G, PRCP, PRDM4, PREX1, PRKAB1, PRKD2, PRR5, PTPRE, PTPRM, PTRF, PXDC1, PXDN, PXN, RAB31, RAB4A, RACGAP1, RALA, RALB, RALGAPA2, RAMP2, RAP2A, RAP2C, RAPGEF5, RAPGEF6, RAPH1, RARB, RASIP1, RBMS1, RDX, REL, REPIN1, RFC3, RGL1, RGS3, RGS5, RHOJ, RIN3, RNASEH2A, RNF185, RPS6KA2, RTKN, S100A11, S100A13, S100A16, SASH1, SBDSP1, SCO1, SEMA6A, SEPN1, SETD8, SGOL2, SH2B3, SH2D3C, SH3TC1, SHANK3, SHC1, SKAP2, SLC12A7, SLC27A3, SLC41A3, SLC9A3R2, SMAD1, SMAGP, SMAP2, SMG5, SMIM13, SMTN, SNCG, SNRK, SOCS3, SP100, SPAG9, SPIN4, SPRY1, SPTBN1, SRD5A3, SSFA2, SSH1, ST3GAL6, ST6GAL1, STIM2, STON2, TAB1, TAGLN2, TANC2, TBC1D1, TCIRG1, TEK, TFPI, TFPI2, TGFBR2, THEM6, THSD1, THY1, TIMELESS, TIMP3, TJP1, TLE1, TM4SF1, TMCO3, TMEM173, TMEM184B, TMEM204, TMEM237, TMEM37, TMEM44, TMEM88, TMEM8A, TMSB4X, TNFAIP2, TNFAIP8L1, TNFRSF1A, TP53, TP53I11, TP53I3, TP53TG1, TPP2, TPST2, TRAF3IP2, TRIM44, TRMT10A, TSPAN18, TSPAN4, TTC28, TTLL5, TUBA1C, TUBB2B, TUBB6, UBE2C, USB1, UTRN, VAMP5, VASH1, VAV3, VIM, VTI1B, WARS, WIPF1, WIPI1, WWTR1, XRCC4, YEATS2, ZCCHC24, ZDHHC7, ZEB1, ZKSCAN8, ZNF250, ZNF267, ZNF521, ZNF667, ZSWIM6 CDCA7,RACGAP1,TIMELESS,LIG1,RNASEH2A,PMAIP1,CCDC167,CKS1B,DNMT1,FAM160B1,IDH2,FKBP5,PFN1,ACTB,COTL1,FDX1,GUSB,HSPB1,VIM,NARF,HMGA1,CAPG,CSRP1,GTF3A GSM4288846 8 Granulocyte-monocyte progenitor 0.0247524752475248 2.7807639346733e-07 15 503 118 0.0298210735586481 ADK, ALDH4A1, ANXA1, AP3S1, APLP2, APPL1, AREG, ASPM, B3GALNT1, BTF3L4, CALCOCO2, CALR, CASQ1, CCDC181, CCNE2, CD38, CD96, CDKN3, CLEC12A, CLSPN, COMMD5, CP, CPA3, CRNDE, CSF3R, CST7, CSTA, CTSG, DEPDC7, ELANE, EPX, ERAP2, F13A1, FAM129A, FAM45A, FAM96A, FCGR2A, FNDC3B, GAPDHP42, GCNT1, HAL, HGF, HTATSF1, IFNAR2, IGFBP7, IGLL1, IL1RAP, KBTBD11, KCNE3, KIAA0101, LDHA, LGALS1, LRPPRC, M1AP, MAMDC2, MAP3K8, MCM10, MCM4, MCM6, METTL7B, MGST1, MPO, MS4A2, MS4A3, MTND4P15, MUC1, MYBL2, NOG, NPM1P37, NQO1, NUCB2, NUF2, PDE3B, PEG3, PIFO, PLD1, PLEK, PRTN3, PTPN14, PTPRE, PYGL, RAB3D, RAB44, RAD51AP1, RETSAT, RMI2, RNASE2, RNASE3, SDC4, SELL, SERPINB1, SHCBP1, SKA3, SMIM24, SPON2, SUCNR1, TCF19, TLR4, TM7SF3, TNFSF13B, TPPP3, TPSAB1, TPSB2, TPSD1, TRGC1, TRGC2, TTK, TYMSOS, UBE2J1, UBTD2, UHRF1, USP13, VDAC1, VIM, VMP1, VPREB1, ZFP37, ZNF714 UHRF1,CLSPN,CDKN3,TCF19,RMI2,MCM4,MCM6,NUCB2,LDHA,FAM96A,FAM129A,VDAC1,HTATSF1,MAP3K8,VIM GSM4288846 8 AXL+SIGLEC6+ dendritic cell 0.0120481927710843 0.00557136055565954 7 503 85 0.0139165009940358 ACPP, ADAM33, AK125727, ALDH2, APEX1, ARHGAP18, ATF5, ATP2B4, AXL, BAIAP2, BHLHE40, BIN1, C5ORF25, CCND3, CD22, CD300LB, CD300LG, CD5, CD72, CDH1, CDKN1A, CEP95, COQ7, CTSW, CX3CR1, CXCR2, DAB2, DPYSL2, ENTPD7, FAM105A, FAM129A, GGTA1P, GNAQ, GPR146, HIP1, IRF4, KLF12, KLF4, LAX1, LGMN, LTK, MECR, MED12L, MGLL, MRPS6, MYH11, MYO1E, NDRG1, PIM2, PLA2G16, PLAC8, PPP1R14A, PTGDS, RAD1, RBL1, RNASEL, RNF141, RUNX2, S100A10, SCN9A, SEPT6', SIGLEC1, SIGLEC6, SLC20A1, SLC35C2, SLC41A2, SLC4A3, SNRNP25, SOX4, SP4, STAG3L4, STX18, SUCLA2, SUSD1, TBC1D9, THBD, TNFSF12, TNNI2, TSEN54, TXN, UPK3A, USF2, VASH1, ZEB1, ZNF789 MYO1E,IRF4,TXN,FAM129A,S100A10,PLA2G16,CDKN1A GSM4288846 8 Monocyte 0.0276497695852535 0.00123371297364283 36 503 835 0.0715705765407555 ABTB1, ACAA1, ACAP2, ACPP, ACSL1, ACSL3, ACTN1, ACTR2, ADAM17, ADAM8, ADGRE1, ADGRE2, ADGRE3, ADM, ADORA2A-AS1, ADRBK2, AGFG1, AGPAT2, AGTRAP, AHNAK, AHR, AIF1, AIMP1, AKIRIN2, ALDH2, ALDH3B1, ALDOA, ALOX5, ALOX5AP, ANKLE2, ANKRD13D, ANPEP, ANXA1, ANXA11, ANXA2, ANXA5, AP1S2, APLP2, APOBEC3A, APOBR, AQP9, ARF5, ARHGAP26, ARHGDIB, ARL5B, ARPC1B, ARPC2, ARPC3, ARPC5, ARRB2, ARRDC1, ASAH1, ASGR1, ASGR2, ATF1, ATG16L2, ATG3, ATOX1, ATP11A, ATP13A3, ATP2B1, ATP5EP2, ATP5J2, ATP5L, ATP6AP2, ATP6V0B, ATP6V0D1, ATP6V0E1, ATP6V1B2, ATXN1, ATXN7L3, AUP1, AZI2, BACH1, BASP1, BATF3, BAX, BCL2A1, BCL3, BCL6, BEST1, BID, BLVRB, BNIP3L, BRI3, BRK1, BST1, BTF3L4, BTG1, BTG2, C10orf54, C14orf2, C15orf48, C16orf54, C16orf74, C19orf38, C1orf162, C1orf228, C20orf24, C3AR1, C4orf3, C4orf48, C5AR1, C6orf226, C9orf72, CACNA2D3, CALM2, CAP1, CAPG, CAPNS1, CAPZA2, CARD16, CARD19, CARS2, CASP1, CASP4, CAST, CBWD1, CCL20, CCL3L3, CCND3, CCNI, CCNL1, CCPG1, CCR1, CCRL2, CD14, CD1D, CD300C, CD300E, CD300LF, CD302, CD37, CD4, CD44, CD48, CD52, CD53, CD55, CD63, CD68, CD74, CD83, CD86, CD93, CDA, CDC42, CDC42EP2, CDC42EP3, CDKN1A, CEBPB, CEBPD, CEBPE, CES1, CFD, CFLAR, CFP, CHCHD10, CHCHD7, CHMP4B, CHP1, CHPT1, CHSY1, CHTF8, CITED2, CKAP4, CKLF, CLEC12A, CLEC4A, CLEC4E, CLEC5A, CLEC7A, CLIC1, CLTB, CMTM2, CMTM6, CMTM7, CNPY3, COMMD6, CORO1A, CORO2A, COTL1, COX17, COX5A, COX5B, COX6B1, COX7B, COX8A, CPPED1, CPVL, CRIP1, CRISPLD2, CSF2RA, CSF3R, CSGALNACT2, CSNK1A1, CSRNP1, CST3, CSTA, CTDSP1, CTSB, CTSD, CTSH, CTSS, CUX1, CWC25, CXCL1, CXCL16, CXCL3, CXCL8, CYBA, CYBB, CYP1B1, CYP46A1, CYTIP, DAZAP2, DDX3X, DDX60L, DENND3, DES, DGAT2, DIAPH1, DMXL2, DNAAF1, DNAJA1, DNTTIP2, DOCK2, DOCK5, DPEP2, DPH3, DPYD, DSE, DUSP1, DUSP6, EBLN2, EDEM1, EFHD2, EHD1, EIF1B, EIF4G2, ELF1, EMILIN2, EMP3, EPM2AIP1, EPN1, EREG, ERP29, ERP44, ESYT2, ETS2, EVI2A, EVI2B, FAM101B, FAM102B, FAM129B, FAM195A, FAM26F, FAM49A, FAM49B, FAM65B, FBP1, FBXL5, FCAR, FCER1G, FCGR1A, FCGR2A, FCGR3A, FCGR3B, FCGRT, FCN1, FFAR2, FGD4, FGL2, FGR, FKBP1A, FKBP1C, FKBP8, FMNL1, FOSB, FOSL1, FOXO3, FPR1, FPR2, FXYD5, FYB, G0S2, GAA, GABARAPL2, GAPT, GAS7, GBP2, GCA, GIMAP4, GK, GLIPR1, GLIPR2, GLRX, GLT1D1, GLUL, GMFG, GMIP, GNAI2, GNAI3, GNB2, GNG5, GNS, GPAT3, GPBAR1, GPBP1, GPCPD1, GPR84, GPSM3, GPX1, GRB2, GRINA, GRN, GRPEL1, GSTO1, H3F3C, HAL, HCAR3, HCK, HCLS1, HCST, HEBP2, HIF1A, HK2, HK3, HLA-A, HLA-B, HLA-C, HLA-DMA, HLA-DRA, HLA-DRB1, HLA-DRB5, HLA-E, HNMT, HP, HPSE, HSD17B11, HVCN1, ICAM3, IER2, IER3, IFI30, IFITM2, IFNGR1, IFNGR2, IGF2R, IGSF6, IL10RA, IL10RB-AS1, IL17RA, IL1A, IL1B, IL1RAP, IL1RN, IL6R, IQGAP1, IQSEC1, IRAK3, IRG1, ITGAM, ITGAX, ITGB2, ITM2B, ITPRIP, IVNS1ABP, JAK1, JAML, JMJD1C, JTB, JUND, KB-1507C5.4, KDM6B, KLF4, KLF6, KMT2C, KRT23, KYNU, LAMP2, LAMTOR1, LAMTOR2, LAMTOR4, LAMTOR5, LAPTM5, LAT2, LBR, LCP1, LDLR, LGALS1, LGALS3, LILRA1, LILRA2, LILRA4, LILRA5, LILRB1, LILRB2, LILRB3, LIMD2, LIMS1, LIN7A, LINC00694, LIPN, LITAF, LRG1, LRP1, LRPAP1, LRRC25, LRRFIP1, LRRK2, LSM6, LSP1, LST1, LTA4H, LTB4R, LUCAT1, LY86, LYN, LYPD3, LYST, LYZ, MAFB, MAN2B1, MAP1LC3B, MAP2K3, MAP7D1, MAPKAPK3, MARCKS, MCEMP1, MCL1, MCTP1, MEFV, MEGF9, METTL22, METTL9, MFSD1, MGAM, MID1IP1, MIDN, MIR22HG, MIR3945HG, MN1, MNDA, MPEG1, MRPL33, MS4A6A, MS4A7, MSL3, MSN, MSRB1, MT-ATP6, MT-CO3, MT-ND1, MT-ND2, MT-ND3, MT-ND4, MT-ND4L, MT-ND5, MTF1, MTHFS, MTMR11, MTPN, MTRNR2L1, MTRNR2L12, MTRNR2L6, MTRNR2L8, MX2, MXD1, MYADM, MYD88, MYO1F, MYO1G, NAAA, NABP1, NACC2, NADK, NAIP, NAMPT, NAPRT, NBN, NBPF19, NCF1, NCF2, NCF4, NCKAP1L, NCOR2, NDEL1, NDUFA1, NDUFA13, NDUFA2, NDUFB1, NDUFS6, NDUFS7, NDUFV3, NEAT1, NFAM1, NFKBIA, NFKBID, NFKBIZ, NINJ1, NLRC4, NLRP12, NLRP3, NOD2, NOP10, NR1H2, NUDT16, NUMB, NUP214, NUP98, OAZ1, ODF3B, OGFRL1, OLIG1, OLIG2, OLR1, ORM1, OSCAR, OSM, OTUD1, OXSR1, P2RX1, P2RY13, PABPC3, PADI2, PADI4, PAFAH1B2, PAK1, PALM2, PARVG, PCBP1, PCDHGA5, PDXK, PECAM1, PELI1, PFDN5, PGAM1, PGD, PGK1, PGLS, PGPEP1, PHACTR1, PHLDA2, PICALM, PILRA, PIM3, PKM, PKN1, PLAC8, PLAUR, PLBD1, PLD4, PLEK, PLK3, PLP2, PLSCR1, PLXDC2, PNP, PNPLA8, PNRC1, POLE4, POLR2J, POR, POSTN, POU2F2, PPIF, PPP1R15A, PPT1, PRAM1, PRDX5, PRELID1, PRKAG2-AS1, PRKCB, PROK2, PRR13, PRRX1, PSAP, PSEN1, PSMA4, PSMB10, PSMB7, PSMB8, PSME1, PSTPIP1, PTAFR, PTGES, PTGS2, PTP4A1, PTP4A2, PTPN6, PTPRC, PTPRE, PTX3, PYCARD, PYGL, QKI, QPCT, QSOX1, RAB11FIP1, RAB20, RAB27A, RAB31, RAB3D, RAC1, RAC2, RAE1, RALGDS, RAP1B, RASA2, RASGRP4, RBM47, RBMS1, RBP7, RELT, RETN, RGL4, RGS10, RGS19, RGS2, RILPL2, RIN3, RIPK2, RNASE2, RNASE6, RNASET2, RNF13, RNF130, RNF141, RNF144B, RNF149, RNF167, RNH1, RSL24D1, RTN3, RTN4, RXRA, S100A10, S100A11, S100A12, S100A4, S100A6, S100A8, S100A9, S100P, S100Z, SAMHD1, SAMSN1, SAT1, SAT2, SCIMP, SCN4B, SCO2, SCPEP1, SDCBP, SDHB, SEC62, SELK, SELL, SELT, SEMA4A, SERP1, SERPINA1, SERPINB1, SERPINB2, SERPINB6, SERPINB8, SERPINB9, SFT2D1, SH2B2, SH3BGRL3, SH3KBP1, SHKBP1, SHTN1, SIDT2, SIGLEC14, SIGLEC5, SIGLEC7, SIGLEC9, SIRPB1, SKIL, SKP1, SLA, SLC11A1, SLC15A3, SLC16A3, SLC16A5, SLC16A6, SLC24A4, SLC25A37, SLC2A3, SLC2A6, SLC31A2, SLC36A4, SLC3A2, SLC43A2, SLC4A1AP, SLC7A7, SLCO3A1, SLU7, SMARCD3, SMCO4, SMPDL3A, SNX10, SNX2, SNX27, SNX3, SOCS3, SOD2, SORL1, SP2-AS1, SPAG9, SPARC, SPATA13, SPG21, SPI1, SPOPL, SQRDL, SRA1, SRGN, SRSF3, SRSF5, SSR1, SSSCA1, STAT6, STEAP4, STK17B, STK40, STX11, STX3, STXBP2, SULF2, SULT1A1, SYAP1, SYN1, SYTL1, TACC3, TAF13, TAGLN2, TALDO1, TANK, TAX1BP1, TBC1D8, TCIRG1, TESC, TGFBI, THBS1, THEMIS2, TICAM1, TIMP1, TKT, TLCD2, TLR2, TLR4, TLR8, TM2D3, TM9SF2, TMBIM4, TMBIM6, TMEM154, TMEM167A, TMEM170B, TMEM176B, TMEM258, TMEM59, TMEM91, TNFAIP2, TNFAIP3, TNFAIP6, TNFRSF10B, TNFRSF12A, TNFRSF1A, TNFRSF1B, TNFRSF8, TNFSF13B, TNIP1, TNNI2, TOM1, TOMM7, TP53BP2, TPI1, TPM3, TRA2A, TREM1, TRIB1, TRIM25, TRMT6, TRPM4, TRPS1, TSC22D3, TSPO, TXN, TYMP, TYROBP, UBA52, UBE2D1, UBE2D3, UBE2V2, UBL7, UCKL1-AS1, UPK3A, UQCR11, UQCRB, USP10, USP15, USP3, UTF1, VAMP8, VASP, VCAN, VCL, VDR, VENTX, VIM, VIM-AS1, VIPR1, VMP1, VNN1, VNN2, VNN3, VPS29, VSTM1, WARS, WAS, WBP4, WIPF1, WSB1, YPEL5, ZEB2, ZFAND5, ZFP36, ZNF106, ZNF267, ZNF385A, ZYX HLA-DRA,HLA-DRB1,COX5A,CRIP1,TPI1,HLA-DRB5,LYN,ATG3,TXN,COX8A,CBWD1,SPG21,CD74,COTL1,HLA-DMA,LAT2,S100A10,OAZ1,PSMA4,ATOX1,PPT1,VIM,SRSF3,SNX10,ATP6V0B,ARPC2,PGK1,TMEM258,ANXA5,CAPG,TPM3,CDKN1A,PLP2,FCER1G,GNG5,ACTR2 GSM4288846