gene cell_type# cell_types stage CD79A 1 B Adult EIF4B 1 Basal Adult PNP 1 Basal Adult CYR61 1 Basal Adult SPAG9 1 Basal Adult PPP2CB 1 Basal Adult NXT1 1 Basal Adult TIPARP 1 Basal Adult MATR3 1 Basal Adult GLTSCR2 1 Basal Adult PTRF 1 Basal Adult NUFIP2 1 Basal Adult TAF1D 1 Basal Adult HNRNPH1 1 Basal Adult NONO 1 Basal Adult FOSL2 1 Basal Adult MAP2K3 1 Basal Adult BZW1 1 Basal Adult CAPNS1 1 Basal Adult TCEAL9 1 Basal Adult SF3B1 1 Basal Adult CEBPB 1 Basal Adult PRELID1 1 Basal Adult CD47 1 Basal Adult HNRNPU 1 Basal Adult ZNF593 1 Basal Adult PDCD4 1 Basal Adult ACTN1 1 Basal Adult TRIB1 1 Basal Adult MRPS6 1 Basal Adult NET1 1 Basal Adult EPHA2 1 Basal Adult CSRNP1 1 Basal Adult MTDH 1 Basal Adult SERPINE1 1 Basal Adult SERPINH1 1 Basal Adult SOX4 1 Basal Adult HNRNPM 1 Basal Adult BAIAP2 1 Basal Adult PPP2CA 1 Basal Adult BAZ1A 1 Basal Adult IQGAP1 1 Basal Adult NUCKS1 1 Basal Adult HNRNPAB 1 Basal Adult RBMX 1 Basal Adult TOP1 1 Basal Adult PTBP1 1 Basal Adult NOLC1 1 Basal Adult SHISA5 1 Basal Adult WASF2 1 Basal Adult ANKRD10 1 Basal Adult STAT3 1 Basal Adult SOX7 1 Basal Adult PRPF38B 1 Basal Adult ITGB4 1 Basal Adult MARCKS 1 Basal Adult EIF5B 1 Basal Adult PTMS 1 Basal Adult LUC7L3 1 Basal Adult DDX17 1 Basal Adult PABPC4 1 Basal Adult MAFF 1 Basal Adult MSN 1 Basal Adult ACTN4 1 Basal Adult ANP32B 1 Basal Adult ARID5B 1 Basal Adult SF1 1 Basal Adult PLEC 1 Basal Adult RP11-371A22.1 1 Basal Adult UAP1 1 Basal Adult MAPKAPK2 1 Basal Adult KHDRBS1 1 Basal Adult WDR1 1 Basal Adult WWTR1 1 Basal Adult CANX 1 Basal Adult HLA-DMA 1 Dendritic Adult FCGR2A 1 Dendritic Adult HLA-DRB6 1 Dendritic Adult RNASET2 1 Dendritic Adult HLA-DQA2 1 Dendritic Adult HLA-DQA1 1 Dendritic Adult HLA-DQB1 1 Dendritic Adult IFITM1 1 Endothelial Adult IGFBP7 1 Endothelial Adult PCAT19 1 Endothelial Adult CNN3 1 Endothelial Adult CLU 1 Endothelial Adult IGFBP4 1 Endothelial Adult TGFBR2 1 Endothelial Adult SOCS3 1 Endothelial Adult EMCN 1 Endothelial Adult RND1 1 Endothelial Adult CLEC2B 1 Endothelial Adult ADAMTS4 1 Endothelial Adult VWF 1 Endothelial Adult ID3 1 Endothelial Adult EPAS1 1 Endothelial Adult PLVAP 1 Endothelial Adult ICAM1 1 Endothelial Adult SPARCL1 1 Endothelial Adult RCAN1 1 Endothelial Adult CPE 1 Endothelial Adult SPARC 1 Endothelial Adult GNG11 1 Endothelial Adult TSPAN7 1 Endothelial Adult NNMT 1 Endothelial Adult ACKR1 1 Endothelial Adult GJA1 1 Endothelial Adult CAV1 1 Endothelial Adult SELE 1 Endothelial Adult AQP1 1 Endothelial Adult ADIRF 1 Endothelial Adult CLIC4 1 Endothelial Adult TECR 1 Epithelial Adult CYB5A 1 Epithelial Adult FIS1 1 Epithelial Adult CWC15 1 Epithelial Adult FKBP2 1 Epithelial Adult CLDN7 1 Epithelial Adult NDUFB3 1 Epithelial Adult TALDO1 1 Epithelial Adult RP11-423H2.1 1 Epithelial Adult UFC1 1 Epithelial Adult PET100 1 Epithelial Adult PTGR1 1 Epithelial Adult SSBP1 1 Epithelial Adult ATP1B3 1 Epithelial Adult RAB11A 1 Epithelial Adult ESD 1 Epithelial Adult KLF5 1 Epithelial Adult MRPS18C 1 Epithelial Adult DDT 1 Epithelial Adult EMC4 1 Epithelial Adult MRPL52 1 Epithelial Adult CAPG 1 Epithelial Adult MRPL14 1 Epithelial Adult COA3 1 Epithelial Adult LGALS7 1 Epithelial Adult NDUFA9 1 Epithelial Adult GSTK1 1 Epithelial Adult SDC1 1 Epithelial Adult SDHB 1 Epithelial Adult FKBP3 1 Epithelial Adult CCT8 1 Epithelial Adult SEP15 1 Epithelial Adult RAB18 1 Epithelial Adult PSMA2 1 Epithelial Adult IL1RN 1 Epithelial Adult LAMP2 1 Epithelial Adult GTF3C6 1 Epithelial Adult LAMTOR2 1 Epithelial Adult ECHS1 1 Epithelial Adult PSMD8 1 Epithelial Adult EIF3J 1 Epithelial Adult AKR1C3 1 Epithelial Adult LMAN2 1 Epithelial Adult CHMP2A 1 Epithelial Adult PDIA6 1 Epithelial Adult NAA20 1 Epithelial Adult PHLDA1 1 Epithelial Adult RBM3 1 Epithelial Adult CHCHD10 1 Epithelial Adult KLHL21 1 Epithelial Adult GLRX3 1 Epithelial Adult HIF1A 1 Epithelial Adult GBP6 1 Epithelial Adult ACTR3 1 Epithelial Adult SDHC 1 Epithelial Adult TMEM147 1 Epithelial Adult ERH 1 Epithelial Adult H2AFY 1 Epithelial Adult TXNL1 1 Epithelial Adult GSTA4 1 Epithelial Adult ADH7 1 Epithelial Adult NMU 1 Epithelial Adult TNFRSF12A 1 Epithelial Adult TMEM14A 1 Epithelial Adult LRRC8A 1 Epithelial Adult PSMC5 1 Epithelial Adult C19orf70 1 Epithelial Adult TUBB2A 1 Epithelial Adult AREG 1 Epithelial Adult MTCO1P12 1 Epithelial Adult UCHL3 1 Epithelial Adult ID1 1 Epithelial Adult BLOC1S1 1 Epithelial Adult CHMP5 1 Epithelial Adult CTD-2262B20.1 1 Epithelial Adult POLR2E 1 Epithelial Adult UQCRC2 1 Epithelial Adult SOX15 1 Epithelial Adult DECR1 1 Epithelial Adult F2RL1 1 Epithelial Adult ALDH3A2 1 Epithelial Adult OSTC 1 Epithelial Adult ACAT2 1 Epithelial Adult CA12 1 Epithelial Adult COPE 1 Epithelial Adult MRPL22 1 Epithelial Adult SUCLG1 1 Epithelial Adult CLTB 1 Epithelial Adult HMGCS1 1 Epithelial Adult VPS25 1 Epithelial Adult C7orf73 1 Epithelial Adult MCTS1 1 Epithelial Adult JUP 1 Epithelial Adult POLR2G 1 Epithelial Adult KRT10 1 Epithelial Adult ETFB 1 Epithelial Adult MSMO1 1 Epithelial Adult VDAC3 1 Epithelial Adult DSC3 1 Epithelial Adult PSMA5 1 Epithelial Adult FSCN1 1 Epithelial Adult FAM3D 1 Goblet Adult RABAC1 1 Goblet Adult NUCB2 1 Goblet Adult TSPAN13 1 Goblet Adult FMOD 1 Goblet Adult TSPAN1 1 Goblet Adult WFDC2 1 Goblet Adult SMIM22 1 Goblet Adult AGR2 1 Goblet Adult MUC5B 1 Goblet Adult TFF3 1 Goblet Adult NKX3-1 1 Goblet Adult ALDH1A1 1 Goblet Adult CEACAM6 1 Goblet Adult PIGR 1 Goblet Adult TSPAN8 1 Goblet Adult PRR4 1 Goblet Adult APP 1 Goblet Adult TCN1 1 Goblet Adult CRISP3 1 Goblet Adult RHOB 1 Goblet Adult CLDN10 1 Goblet Adult KLK11 1 Goblet Adult TCEA3 1 Goblet Adult CD164 1 Goblet Adult AZGP1 1 Goblet Adult GOLM1 1 Goblet Adult AQP5 1 Goblet Adult TSPAN3 1 Goblet Adult CD24 1 Goblet Adult FOLR1 1 Goblet Adult KDELR2 1 Goblet Adult BPIFB2 1 Goblet Adult SLC12A2 1 Goblet Adult FAM3B 1 Goblet Adult IMPDH2 1 Kerationcyte Adult CCT7 1 Kerationcyte Adult OSER1 1 Kerationcyte Adult TOMM20 1 Kerationcyte Adult LSM7 1 Kerationcyte Adult DPM1 1 Kerationcyte Adult CYSTM1 1 Kerationcyte Adult PYURF 1 Kerationcyte Adult SAR1A 1 Kerationcyte Adult KARS 1 Kerationcyte Adult NDUFB10 1 Kerationcyte Adult BCAP31 1 Kerationcyte Adult CLDND1 1 Kerationcyte Adult C9orf3 1 Kerationcyte Adult SPRR3 1 Kerationcyte Adult LAMTOR4 1 Kerationcyte Adult AC016739.2 1 Kerationcyte Adult TUFM 1 Kerationcyte Adult HNRNPH3 1 Kerationcyte Adult PIM3 1 Kerationcyte Adult TRAPPC3 1 Kerationcyte Adult RPL7P1 1 Kerationcyte Adult UFM1 1 Kerationcyte Adult COPZ1 1 Kerationcyte Adult SSB 1 Kerationcyte Adult RPS3AP6 1 Kerationcyte Adult CISD1 1 Kerationcyte Adult ARPC5 1 Kerationcyte Adult MAGOH 1 Kerationcyte Adult CTD-2287O16.1 1 Kerationcyte Adult ADIPOR1 1 Kerationcyte Adult HCAR3 1 Kerationcyte Adult CAV2 1 Kerationcyte Adult KRT4 1 Kerationcyte Adult FOSL1 1 Kerationcyte Adult RPL15P3 1 Kerationcyte Adult PCNP 1 Kerationcyte Adult MAP3K8 1 Kerationcyte Adult NDUFAF4 1 Kerationcyte Adult TNFAIP8 1 Kerationcyte Adult ANKRD37 1 Kerationcyte Adult NDUFAF2 1 Kerationcyte Adult ADM 1 Kerationcyte Adult PAPOLA 1 Kerationcyte Adult RP11-425L10.1 1 Kerationcyte Adult PLAU 1 Kerationcyte Adult KRT19 1 Kerationcyte Adult GADD45A 1 Kerationcyte Adult RP11-761N21.2 1 Kerationcyte Adult RPS23P8 1 Kerationcyte Adult GBP1 1 Kerationcyte Adult RP11-475C16.1 1 Kerationcyte Adult AHSA1 1 Kerationcyte Adult RSL1D1 1 Kerationcyte Adult APEX1 1 Kerationcyte Adult MRPL42 1 Kerationcyte Adult C1QBP 1 Kerationcyte Adult GTF2A2 1 Kerationcyte Adult CCL20 1 Kerationcyte Adult SEPT7 1 Kerationcyte Adult CHMP1B 1 Kerationcyte Adult UBE2L3 1 Kerationcyte Adult PDCD10 1 Kerationcyte Adult SNW1 1 Kerationcyte Adult SPCS2 1 Kerationcyte Adult SNHG15 1 Kerationcyte Adult NUTF2 1 Kerationcyte Adult CXCL1 1 Kerationcyte Adult COA6 1 Kerationcyte Adult PFDN4 1 Kerationcyte Adult ATRAID 1 Kerationcyte Adult CFLAR 1 Kerationcyte Adult LDHB 1 Kerationcyte Adult IFRD1 1 Kerationcyte Adult GPNMB 1 Kerationcyte Adult XRCC6 1 Kerationcyte Adult HSPB11 1 Kerationcyte Adult DRAP1 1 Kerationcyte Adult HNRNPA3 1 Kerationcyte Adult EDN1 1 Kerationcyte Adult CXCL3 1 Kerationcyte Adult UBE2I 1 Kerationcyte Adult IFNGR1 1 Kerationcyte Adult CCT2 1 Kerationcyte Adult COX7A2L 1 Kerationcyte Adult CDCP1 1 Kerationcyte Adult RAB9A 1 Kerationcyte Adult NIFK 1 Kerationcyte Adult IRF1 1 Kerationcyte Adult BTG3 1 Kerationcyte Adult BANF1 1 Kerationcyte Adult DDIT3 1 Kerationcyte Adult ARL5B 1 Kerationcyte Adult CSRP2 1 Kerationcyte Adult PHPT1 1 Kerationcyte Adult BOLA3 1 Kerationcyte Adult EPB41L4A-AS1 1 Kerationcyte Adult G3BP1 1 Kerationcyte Adult RPL10AP6 1 Kerationcyte Adult PTTG1 1 Kerationcyte Adult GSTO1 1 Kerationcyte Adult RSL24D1 1 Kerationcyte Adult RWDD1 1 Kerationcyte Adult NR1D1 1 Kerationcyte Adult ZCRB1 1 Kerationcyte Adult TES 1 Kerationcyte Adult MRPS15 1 Kerationcyte Adult HAT1 1 Kerationcyte Adult STRAP 1 Kerationcyte Adult CBX3 1 Kerationcyte Adult CCT4 1 Kerationcyte Adult COX20 1 Kerationcyte Adult SRSF10 1 Kerationcyte Adult AKR1C1 1 Kerationcyte Adult CXCL2 1 Kerationcyte Adult EWSR1 1 Kerationcyte Adult BDKRB1 1 Kerationcyte Adult AKR1C2 1 Kerationcyte Adult RPS3AP26 1 Kerationcyte Adult JAG1 1 Kerationcyte Adult SNRPB2 1 Kerationcyte Adult UBE2V2 1 Kerationcyte Adult DDIT4 1 Kerationcyte Adult PMAIP1 1 Kerationcyte Adult LDLR 1 Kerationcyte Adult PRMT1 1 Kerationcyte Adult SCPEP1 1 Kerationcyte Adult CSRP1 1 Kerationcyte Adult ADH5 1 Kerationcyte Adult AIF1 1 Macrophage Adult C1QB 1 Macrophage Adult RBPJ 1 Macrophage Adult C1QA 1 Macrophage Adult MS4A7 1 Macrophage Adult CCL4 1 Macrophage Adult LYVE1 1 Macrophage Adult FCGRT 1 Macrophage Adult C1QC 1 Macrophage Adult CD163 1 Macrophage Adult FOLR2 1 Macrophage Adult TPSB2 1 Mast Adult PLIN2 1 Mast Adult CPA3 1 Mast Adult BIRC3 1 Mast Adult RAC2 1 Mast Adult KIT 1 Mast Adult ADCYAP1 1 Mast Adult IL1RL1 1 Mast Adult TPSAB1 1 Mast Adult KMT2E 1 Mast Adult VWA5A 1 Mast Adult NR4A3 1 Neutrophil Adult ACSL1 1 Neutrophil Adult AQP9 1 Neutrophil Adult SELL 1 Neutrophil Adult BASP1 1 Neutrophil Adult MXD1 1 Neutrophil Adult FPR1 1 Neutrophil Adult G0S2 1 Neutrophil Adult TNFRSF1B 1 Neutrophil Adult BCL2A1 1 Neutrophil Adult S100A12 1 Neutrophil Adult SLC11A1 1 Neutrophil Adult SBDS 1 Stromal Adult KLF10 1 Stromal Adult ZC3H12A 1 Stromal Adult MYADM 1 Stromal Adult FUS 1 Stromal Adult METTL7A 1 Stromal Adult WSB1 1 Stromal Adult CREM 1 T Adult PTPRC 1 T Adult CCL5 1 T Adult