gene cell_type# cell_types stage IGHG4 1 B Adult ELL2 1 B Adult FAM46C 1 B Adult HERPUD1 1 B Adult RPN2 1 B Adult SPCS2 1 B Adult SMAP2 1 B Adult JCHAIN 1 B Adult SPCS1 1 B Adult LSM3 1 B Adult SAR1B 1 B Adult TP53INP1 1 B Adult SPCS3 1 B Adult PRDX4 1 B Adult ERGIC3 1 B Adult FKBP11 1 B Adult ITM2C 1 B Adult CYTIP 1 B Adult TRAM1 1 B Adult IGHG3 1 B Adult IGHG1 1 B Adult TMED10 1 B Adult SEC11C 1 B Adult ISG20 1 B Adult MANF 1 B Adult MZB1 1 B Adult BTG2 1 B Adult SEP15 1 Basal Adult CAV2 1 Basal Adult FOSL1 1 Basal Adult TUBB 1 Basal Adult NONO 1 Basal Adult SLC20A1 1 Basal Adult TES 1 Basal Adult MRPL51 1 Basal Adult PTP4A2 1 Basal Adult CCNL1 1 Basal Adult NDFIP2 1 Basal Adult NORAD 1 Basal Adult MRPL14 1 Basal Adult GJB2 1 Basal Adult BCCIP 1 Basal Adult BRK1 1 Basal Adult SSBP1 1 Basal Adult ENSA 1 Basal Adult SPAG9 1 Basal Adult PSME1 1 Basal Adult WDR83OS 1 Basal Adult TAF1D 1 Basal Adult MPZL2 1 Basal Adult ILF2 1 Basal Adult NDRG1 1 Basal Adult DHX15 1 Basal Adult RSL1D1 1 Basal Adult ABI1 1 Basal Adult RAB10 1 Basal Adult GHITM 1 Basal Adult HMGN1 1 Basal Adult SYPL1 1 Basal Adult PLS3 1 Basal Adult DNAJB6 1 Basal Adult PSMB7 1 Basal Adult BAG3 1 Basal Adult PEBP1 1 Basal Adult GLS 1 Basal Adult TAX1BP1 1 Basal Adult SERBP1 1 Basal Adult C8orf59 1 Basal Adult PPP2CB 1 Basal Adult LRRC8A 1 Basal Adult NDUFB2 1 Basal Adult PHLDA2 1 Basal Adult SNRPB2 1 Basal Adult LSM5 1 Basal Adult PSMB6 1 Basal Adult PSMA5 1 Basal Adult CHMP2B 1 Basal Adult SDHD 1 Basal Adult IPO7 1 Basal Adult AK2 1 Basal Adult MYH9 1 Basal Adult EDF1 1 Basal Adult HIGD2A 1 Basal Adult KIF5B 1 Basal Adult ID1 1 Basal Adult OCIAD2 1 Basal Adult HNRNPA0 1 Basal Adult CCT4 1 Basal Adult SEC11A 1 Basal Adult EIF3H 1 Basal Adult DNTTIP2 1 Basal Adult UBE2N 1 Basal Adult PSMA4 1 Basal Adult GTF2A2 1 Basal Adult CYP1B1 1 Basal Adult DUSP5 1 Basal Adult ALDH1A3 1 Basal Adult TNFRSF21 1 Basal Adult CAST 1 Basal Adult CSNK2B 1 Basal Adult TPM3 1 Basal Adult SUMO1 1 Basal Adult STK17A 1 Basal Adult PAWR 1 Basal Adult CCT8 1 Basal Adult EIF2S1 1 Basal Adult SRSF4 1 Basal Adult UCHL3 1 Basal Adult HNRNPAB 1 Basal Adult RBM3 1 Basal Adult NDUFA12 1 Basal Adult SF3B6 1 Basal Adult GTF2F2 1 Basal Adult SF3B5 1 Basal Adult VDAC1 1 Basal Adult GSPT1 1 Basal Adult IRF6 1 Basal Adult PFDN4 1 Basal Adult PSMB1 1 Basal Adult POLR1D 1 Basal Adult EIF6 1 Basal Adult NDUFB6 1 Basal Adult PA2G4 1 Basal Adult NDUFB4 1 Basal Adult UQCR10 1 Basal Adult EIF3J 1 Basal Adult PLP2 1 Basal Adult RP11-425L10.1 1 Basal Adult NDUFC1 1 Basal Adult SNRPF 1 Basal Adult CCT6A 1 Basal Adult ATP5F1 1 Basal Adult NEDD4L 1 Basal Adult RBMS1 1 Basal Adult ACP1 1 Basal Adult PSMC6 1 Basal Adult TRIM29 1 Basal Adult DPM1 1 Basal Adult DRAP1 1 Basal Adult ZNF706 1 Basal Adult KRT14 1 Basal Adult EIF2S2 1 Basal Adult RTN3 1 Basal Adult FAM96B 1 Basal Adult CYR61 1 Basal Adult ATP2A2 1 Basal Adult LAMB3 1 Basal Adult ATP1B1 1 Basal Adult CAPZB 1 Basal Adult PPP2CA 1 Basal Adult REEP5 1 Basal Adult MRPS6 1 Basal Adult MRPL36 1 Basal Adult CTSV 1 Basal Adult TXNDC17 1 Basal Adult FGFBP1 1 Basal Adult TXNRD1 1 Basal Adult S100A14 1 Basal Adult C19orf53 1 Basal Adult SNRPD2 1 Basal Adult PSMD12 1 Basal Adult SBDS 1 Basal Adult MET 1 Basal Adult HN1 1 Basal Adult PMAIP1 1 Basal Adult PPDPF 1 Basal Adult ATP5A1 1 Basal Adult SGMS2 1 Basal Adult PLAUR 1 Basal Adult GNG12 1 Basal Adult METAP2 1 Basal Adult GRPEL1 1 Basal Adult SERINC1 1 Basal Adult KRT5 1 Basal Adult BAG1 1 Basal Adult UGCG 1 Basal Adult C1orf43 1 Basal Adult GDI2 1 Basal Adult ANP32B 1 Basal Adult BZW1 1 Basal Adult ATP5B 1 Basal Adult NAA50 1 Basal Adult HSPA5 1 Basal Adult STMN1 1 Basal Adult H2AFV 1 Basal Adult ZC3H15 1 Basal Adult C11orf58 1 Basal Adult KTN1 1 Basal Adult FHL2 1 Basal Adult BCLAF1 1 Basal Adult OAT 1 Basal Adult RNF145 1 Basal Adult TMED2 1 Basal Adult NPTN 1 Basal Adult CLK1 1 Basal Adult TCP1 1 Basal Adult SNRPG 1 Basal Adult MRFAP1 1 Basal Adult CORO1C 1 Basal Adult CAMTA1 1 Basal Adult RWDD1 1 Basal Adult BUD31 1 Basal Adult MED21 1 Basal Adult KRT6A 1 Basal Adult SNRPD3 1 Basal Adult EIF3D 1 Basal Adult HNRNPA3 1 Basal Adult MAPRE1 1 Basal Adult CLINT1 1 Basal Adult RAP2B 1 Basal Adult ACSL3 1 Basal Adult ST13 1 Basal Adult CLDND1 1 Basal Adult SRSF2 1 Basal Adult HSPH1 1 Basal Adult JAG1 1 Basal Adult NET1 1 Basal Adult BHLHE40 1 Basal Adult HNRNPH1 1 Basal Adult TOMM20 1 Basal Adult ATP5C1 1 Basal Adult EIF3A 1 Basal Adult SUN1 1 Basal Adult AKR1C1 1 Basal Adult CD47 1 Basal Adult SRP9 1 Basal Adult PRKAR1A 1 Basal Adult VIMP 1 Basal Adult PTBP3 1 Basal Adult SLC2A1 1 Basal Adult IFRD1 1 Basal Adult TRMT112 1 Basal Adult ATP5J2 1 Basal Adult G3BP1 1 Basal Adult RAB1A 1 Basal Adult CYB5A 1 Basal Adult MATR3 1 Basal Adult ARF1 1 Basal Adult ENY2 1 Basal Adult NDUFA6 1 Basal Adult KPNB1 1 Basal Adult RNF11 1 Basal Adult VAPA 1 Basal Adult RAB7A 1 Basal Adult PALLD 1 Basal Adult MRPL52 1 Basal Adult S100A16 1 Basal Adult STRAP 1 Basal Adult PRDX5 1 Basal Adult SNRPB 1 Basal Adult UXT 1 Basal Adult TMBIM1 1 Basal Adult SH3GLB1 1 Basal Adult PSMB3 1 Basal Adult BAZ1A 1 Basal Adult SUMO2 1 Basal Adult TPRKB 1 Basal Adult SEPW1 1 Basal Adult C14orf2 1 Basal Adult MAP4K4 1 Basal Adult CLEC2B 1 Basal Adult RAB11A 1 Basal Adult UBE2B 1 Basal Adult TNC 1 Basal Adult SAR1A 1 Basal Adult JUP 1 Basal Adult DSG2 1 Basal Adult ARF6 1 Basal Adult EIF1AX 1 Basal Adult CAP1 1 Basal Adult CIB1 1 Basal Adult EIF4B 1 Basal Adult TRA2B 1 Basal Adult CTNNA1 1 Basal Adult CD99 1 Basal Adult RNF181 1 Basal Adult ABHD2 1 Basal Adult ACTR3 1 Basal Adult SRSF5 1 Basal Adult ITGA6 1 Basal Adult CHMP1B 1 Basal Adult TUBB4B 1 Basal Adult APLP2 1 Basal Adult TMEM50A 1 Basal Adult DYNLT1 1 Basal Adult PARK7 1 Basal Adult BRD2 1 Basal Adult SFN 1 Basal Adult TBCA 1 Basal Adult WDR1 1 Basal Adult DDX21 1 Basal Adult PDCD5 1 Basal Adult ZC3H12A 1 Basal Adult AC090498.1 1 Basal Adult SYNCRIP 1 Basal Adult RAP1B 1 Basal Adult SLC38A1 1 Basal Adult HSPA9 1 Basal Adult EIF5A 1 Basal Adult SMS 1 Basal Adult RND3 1 Basal Adult SERPINB5 1 Basal Adult SERP1 1 Basal Adult MAP3K13 1 Basal Adult PRDX6 1 Basal Adult S100A2 1 Basal Adult SFPQ 1 Basal Adult LUC7L3 1 Basal Adult RSL24D1 1 Basal Adult GLUD1 1 Basal Adult C4orf3 1 Basal Adult ANAPC16 1 Basal Adult CNIH1 1 Basal Adult LDLR 1 Basal Adult MAPK1IP1L 1 Basal Adult NIFK 1 Basal Adult UBE2D2 1 Basal Adult VDAC2 1 Basal Adult CCT3 1 Basal Adult AKR1C2 1 Basal Adult SET 1 Basal Adult MCFD2 1 Basal Adult NAA20 1 Basal Adult PDLIM5 1 Basal Adult EIF4A3 1 Basal Adult NOP58 1 Basal Adult CLDN1 1 Basal Adult PLAU 1 Basal Adult CCDC47 1 Basal Adult TMEM165 1 Basal Adult EIF3I 1 Basal Adult YWHAG 1 Basal Adult STOM 1 Basal Adult RHEB 1 Basal Adult NUPR1 1 Basal Adult VCL 1 Basal Adult ETF1 1 Basal Adult COX5B 1 Basal Adult YWHAQ 1 Basal Adult UFM1 1 Basal Adult GLRX3 1 Basal Adult CCT2 1 Basal Adult KRT15 1 Basal Adult ATP5G3 1 Basal Adult SMAD3 1 Basal Adult ITGA2 1 Basal Adult DYNLRB1 1 Basal Adult RPL39P3 1 Basal Adult UBE2L3 1 Basal Adult PFDN2 1 Basal Adult CCT5 1 Basal Adult SF3B1 1 Basal Adult PDIA3 1 Basal Adult PCNP 1 Basal Adult TOP1 1 Basal Adult SNRPD1 1 Basal Adult SLC3A2 1 Basal Adult TIMM17A 1 Basal Adult TM9SF3 1 Basal Adult ARFGAP3 1 Basal Adult LMNA 1 Basal Adult RAB31 1 Basal Adult ZNF207 1 Basal Adult MAP2K3 1 Basal Adult ERH 1 Basal Adult PGRMC1 1 Basal Adult SRSF7 1 Basal Adult SRSF1 1 Basal Adult RNF7 1 Basal Adult ACTN4 1 Basal Adult MRPL32 1 Basal Adult PSMA3 1 Basal Adult UBE2H 1 Basal Adult APOD 1 Chondrocyte Adult MFGE8 1 Chondrocyte Adult C11orf96 1 Chondrocyte Adult MT2P1 1 Chondrocyte Adult COL2A1 1 Chondrocyte Adult SERPINA1 1 Chondrocyte Adult C2orf82 1 Chondrocyte Adult BGN 1 Chondrocyte Adult COL11A2 1 Chondrocyte Adult FGF2 1 Chondrocyte Adult MAT2A 1 Chondrocyte Adult CYBRD1 1 Chondrocyte Adult CHAD 1 Chondrocyte Adult CYTL1 1 Chondrocyte Adult GPX3 1 Chondrocyte Adult COL9A1 1 Chondrocyte Adult S100B 1 Chondrocyte Adult UAP1 1 Chondrocyte Adult SCRG1 1 Chondrocyte Adult EDIL3 1 Chondrocyte Adult TGIF1 1 Chondrocyte Adult BIRC2 1 Chondrocyte Adult COL9A3 1 Chondrocyte Adult PRELP 1 Chondrocyte Adult MIA 1 Chondrocyte Adult MMP1 1 Chondrocyte Adult SERPINA3 1 Chondrocyte Adult CFH 1 Chondrocyte Adult CTGF 1 Chondrocyte Adult FGFBP2 1 Chondrocyte Adult ACAN 1 Chondrocyte Adult MATN3 1 Chondrocyte Adult IL6 1 Chondrocyte Adult C2orf40 1 Chondrocyte Adult SDC2 1 Chondrocyte Adult EMP3 1 Chondrocyte Adult FN1 1 Chondrocyte Adult SLC39A14 1 Chondrocyte Adult FMOD 1 Chondrocyte Adult PLA2G2A 1 Chondrocyte Adult LUM 1 Chondrocyte Adult HAPLN1 1 Chondrocyte Adult MMP3 1 Chondrocyte Adult S100A1 1 Chondrocyte Adult DCN 1 Chondrocyte Adult SERPING1 1 Chondrocyte Adult KLHL21 1 Chondrocyte Adult TMEM70 1 Endothelial Adult UBE2E1 1 Endothelial Adult ENG 1 Endothelial Adult VPS29 1 Epithelial Adult MAN1A1 1 Fibroblast Adult SEPT7 1 Fibroblast Adult PIGR 1 Goblet Adult AZGP1 1 Goblet Adult FXYD3 1 Goblet Adult SCGB3A1 1 Goblet Adult MUC5B 1 Goblet Adult LYZ 1 Goblet Adult JUND 1 Goblet Adult LCN2 1 Goblet Adult SLC34A2 1 Goblet Adult KLF10 1 Goblet Adult CXCL17 1 Goblet Adult DDX17 1 Goblet Adult C8orf4 1 Goblet Adult RAB11FIP1 1 Goblet Adult CEACAM6 1 Goblet Adult DEFB1 1 Goblet Adult ATP5G2 1 Goblet Adult MMP7 1 Goblet Adult VAMP8 1 Goblet Adult EMP2 1 Goblet Adult ASAH1 1 Macrophage Adult ATP6V1F 1 Macrophage Adult C15orf48 1 Macrophage Adult CD163 1 Macrophage Adult SH3BGRL 1 Macrophage Adult RGS1 1 Macrophage Adult IL1B 1 Macrophage Adult HLA-DQA1 1 Macrophage Adult ACTR2 1 Macrophage Adult GPR183 1 Macrophage Adult GPX1 1 Macrophage Adult COX8A 1 Macrophage Adult PPP1R15B 1 Macrophage Adult ACSL1 1 Macrophage Adult PLIN2 1 Macrophage Adult SERPINB9 1 Macrophage Adult HLA-DMA 1 Macrophage Adult ICAM1 1 Macrophage Adult LAPTM5 1 Macrophage Adult C1QB 1 Macrophage Adult CTSS 1 Macrophage Adult MS4A6A 1 Macrophage Adult TSC22D3 1 Macrophage Adult BASP1 1 Macrophage Adult FCGR2A 1 Macrophage Adult TNFAIP8 1 Macrophage Adult HLA-DPB1 1 Macrophage Adult MARCKS 1 Macrophage Adult HLA-DPA1 1 Macrophage Adult AIF1 1 Macrophage Adult C5AR1 1 Macrophage Adult CMTM6 1 Macrophage Adult CTSL 1 Macrophage Adult AQP9 1 Macrophage Adult FCER1G 1 Macrophage Adult CD83 1 Macrophage Adult S100A4 1 Macrophage Adult CD53 1 Macrophage Adult BCL2A1 1 Macrophage Adult G0S2 1 Macrophage Adult TYROBP 1 Macrophage Adult NFKB1 1 Macrophage Adult MYC 1 Smooth_muscle Adult ETS1 1 Smooth_muscle Adult EPAS1 1 Smooth_muscle Adult TIMP3 1 Smooth_muscle Adult ACTN1 1 Smooth_muscle Adult FSTL1 1 Smooth_muscle Adult CALD1 1 Smooth_muscle Adult TAGLN 1 Smooth_muscle Adult IGFBP7 1 Smooth_muscle Adult GEM 1 Smooth_muscle Adult CAV1 1 Smooth_muscle Adult