gene cell_type# cell_types stage PRCP 1 M2-Macrophage Adult RNASET2 1 M2-Macrophage Adult GNG5 1 M2-Macrophage Adult SKAP2 1 M2-Macrophage Adult GNA13 1 M2-Macrophage Adult SERP1 1 M2-Macrophage Adult EGR3 1 M2-Macrophage Adult GM2A 1 M2-Macrophage Adult TUBA1C 1 M2-Macrophage Adult CEBPB 1 M2-Macrophage Adult ANPEP 1 M2-Macrophage Adult FNBP1 1 M2-Macrophage Adult MPEG1 1 M2-Macrophage Adult CD86 1 M2-Macrophage Adult EMB 1 M2-Macrophage Adult SAP30 1 M2-Macrophage Adult HLA-C 1 M2-Macrophage Adult EZR 1 M2-Macrophage Adult TBXAS1 1 M2-Macrophage Adult SLC40A1 1 M2-Macrophage Adult METRNL 1 M2-Macrophage Adult ADCY7 1 M2-Macrophage Adult NDUFA1 1 M2-Macrophage Adult SEPT2 1 M2-Macrophage Adult RNF144B 1 M2-Macrophage Adult CHMP3 1 M2-Macrophage Adult CMTM6 1 M2-Macrophage Adult PYCARD 1 M2-Macrophage Adult IL18 1 M2-Macrophage Adult FYB 1 M2-Macrophage Adult PPP1CB 1 M2-Macrophage Adult LRRFIP1 1 M2-Macrophage Adult IQGAP2 1 M2-Macrophage Adult MTDH 1 M2-Macrophage Adult EVI2A 1 M2-Macrophage Adult LUC7L3 1 M2-Macrophage Adult CYFIP1 1 M2-Macrophage Adult ATM 1 M2-Macrophage Adult APMAP 1 M2-Macrophage Adult PAPOLA 1 M2-Macrophage Adult SPI1 1 M2-Macrophage Adult PLEK 1 M2-Macrophage Adult TKT 1 M2-Macrophage Adult MIDN 1 M2-Macrophage Adult STX7 1 M2-Macrophage Adult RHOQ 1 M2-Macrophage Adult SESN1 1 M2-Macrophage Adult LCP2 1 M2-Macrophage Adult RNF149 1 M2-Macrophage Adult TPM3 1 M2-Macrophage Adult RAB21 1 M2-Macrophage Adult CAPNS1 1 M2-Macrophage Adult SLC18B1 1 M2-Macrophage Adult CYBA 1 M2-Macrophage Adult SLC15A3 1 M2-Macrophage Adult GLIPR1 1 M2-Macrophage Adult NFIC 1 M2-Macrophage Adult PLEKHA2 1 M2-Macrophage Adult PFKFB3 1 M2-Macrophage Adult DRAM2 1 M2-Macrophage Adult RSRP1 1 M2-Macrophage Adult EVI2B 1 M2-Macrophage Adult RBM47 1 M2-Macrophage Adult SLC1A3 1 M2-Macrophage Adult MS4A6A 1 M2-Macrophage Adult TGFBI 1 M2-Macrophage Adult LCP1 1 M2-Macrophage Adult BNIP2 1 M2-Macrophage Adult SLC39A1 1 M2-Macrophage Adult MKNK1 1 M2-Macrophage Adult IL13RA1 1 M2-Macrophage Adult CHMP1B 1 M2-Macrophage Adult TUBB4B 1 M2-Macrophage Adult ABCA1 1 M2-Macrophage Adult MTATP6P1 1 M2-Macrophage Adult AP2M1 1 M2-Macrophage Adult GGTA1P 1 M2-Macrophage Adult RNASE6 1 M2-Macrophage Adult CECR1 1 M2-Macrophage Adult CD68 1 M2-Macrophage Adult ADIPOR1 1 M2-Macrophage Adult MAT2A 1 M2-Macrophage Adult HLA-DMA 1 M2-Macrophage Adult EIF1B 1 M2-Macrophage Adult FCGR3A 1 M2-Macrophage Adult CAPZA1 1 M2-Macrophage Adult IRAK3 1 M2-Macrophage Adult SERTAD1 1 M2-Macrophage Adult RP11-864N7.2 1 M2-Macrophage Adult WWP1 1 M2-Macrophage Adult ST13 1 M2-Macrophage Adult FOXO3 1 M2-Macrophage Adult MAF 1 M2-Macrophage Adult CLEC7A 1 M2-Macrophage Adult FCGBP 1 M2-Macrophage Adult ARL4C 1 M2-Macrophage Adult AHR 1 M2-Macrophage Adult NPL 1 M2-Macrophage Adult YBX3 1 M2-Macrophage Adult RGL1 1 M2-Macrophage Adult SIRPA 1 M2-Macrophage Adult HBEGF 1 M2-Macrophage Adult CD84 1 M2-Macrophage Adult PTPRE 1 M2-Macrophage Adult TOMM20 1 M2-Macrophage Adult COX5A 1 M2-Macrophage Adult IDS 1 M2-Macrophage Adult RAB31 1 M2-Macrophage Adult COLGALT1 1 M2-Macrophage Adult HNMT 1 M2-Macrophage Adult MARCH1 1 M2-Macrophage Adult AP2A2 1 M2-Macrophage Adult KHDRBS1 1 M2-Macrophage Adult ESD 1 M2-Macrophage Adult RGS10 1 M2-Macrophage Adult PTPN18 1 M2-Macrophage Adult MTPN 1 M2-Macrophage Adult HLA-DRB1 1 M2-Macrophage Adult CYTH1 1 M2-Macrophage Adult RPL13AP25 1 M2-Macrophage Adult MGAT1 1 M2-Macrophage Adult ARPC5 1 M2-Macrophage Adult OGFRL1 1 M2-Macrophage Adult AGFG1 1 M2-Macrophage Adult HNRNPUL1 1 M2-Macrophage Adult VAMP3 1 M2-Macrophage Adult CPVL 1 M2-Macrophage Adult GAS6 1 M2-Macrophage Adult TRAM1 1 M2-Macrophage Adult NOTCH2 1 M2-Macrophage Adult ANKH 1 M2-Macrophage Adult LAPTM5 1 M2-Macrophage Adult NUCB1 1 M2-Macrophage Adult FGD5-AS1 1 M2-Macrophage Adult TIMP2 1 M2-Macrophage Adult SYK 1 M2-Macrophage Adult UCP2 1 M2-Macrophage Adult EMP3 1 M2-Macrophage Adult LAMP1 1 M2-Macrophage Adult TLR2 1 M2-Macrophage Adult KCNMA1 1 M2-Macrophage Adult HIPK3 1 M2-Macrophage Adult CREBL2 1 M2-Macrophage Adult DNAJB6 1 M2-Macrophage Adult SAMSN1 1 M2-Macrophage Adult CALR 1 M2-Macrophage Adult MT2A 1 M2-Macrophage Adult B4GALT1 1 M2-Macrophage Adult CALM3 1 M2-Macrophage Adult SAP18 1 M2-Macrophage Adult ATP5F1 1 M2-Macrophage Adult MTCO1P12 1 M2-Macrophage Adult PTBP3 1 M2-Macrophage Adult DPP7 1 M2-Macrophage Adult MYO5A 1 M2-Macrophage Adult MEF2A 1 M2-Macrophage Adult JMJD1C 1 M2-Macrophage Adult CSF1R 1 M2-Macrophage Adult UBE2R2 1 M2-Macrophage Adult C19orf43 1 M2-Macrophage Adult GNB2 1 M2-Macrophage Adult MSN 1 M2-Macrophage Adult SMAP2 1 M2-Macrophage Adult PELI1 1 M2-Macrophage Adult TGFBR2 1 M2-Macrophage Adult C6orf62 1 M2-Macrophage Adult LAMTOR4 1 M2-Macrophage Adult TMIGD3 1 M2-Macrophage Adult PTPRC 1 M2-Macrophage Adult SLC25A5 1 M2-Macrophage Adult TSPAN4 1 M2-Macrophage Adult IRF2BP2 1 M2-Macrophage Adult CYBB 1 M2-Macrophage Adult CD53 1 M2-Macrophage Adult HEXA 1 M2-Macrophage Adult HMGN1 1 M2-Macrophage Adult AP1S2 1 M2-Macrophage Adult RASGEF1B 1 M2-Macrophage Adult HLA-DQB1 1 M2-Macrophage Adult NXF1 1 M2-Macrophage Adult RASSF2 1 M2-Macrophage Adult ARRB2 1 M2-Macrophage Adult CAB39 1 M2-Macrophage Adult SH3BP5 1 M2-Macrophage Adult HIF1A 1 M2-Macrophage Adult NCKAP1L 1 M2-Macrophage Adult NFE2L2 1 M2-Macrophage Adult GRB2 1 M2-Macrophage Adult MSR1 1 M2-Macrophage Adult SRSF11 1 M2-Macrophage Adult MDFIC 1 M2-Macrophage Adult SLCO2B1 1 M2-Macrophage Adult GAA 1 M2-Macrophage Adult MANBA 1 M2-Macrophage Adult SNHG25 1 M2-Macrophage Adult VAMP8 1 M2-Macrophage Adult SSR1 1 M2-Macrophage Adult MERTK 1 M2-Macrophage Adult ELL2 1 M2-Macrophage Adult HLA-DPA1 1 M2-Macrophage Adult IL10RA 1 M2-Macrophage Adult SH2B3 1 M2-Macrophage Adult GNAQ 1 M2-Macrophage Adult CTSH 1 M2-Macrophage Adult PLXND1 1 M2-Macrophage Adult RNF13 1 M2-Macrophage Adult MMP19 1 M2-Macrophage Adult ANKRD10 1 M2-Macrophage Adult COTL1 1 M2-Macrophage Adult HLA-DMB 1 M2-Macrophage Adult CDV3 1 M2-Macrophage Adult TMA7 1 M2-Macrophage Adult NINJ1 1 M2-Macrophage Adult MT1G 1 M2-Macrophage Adult ADAM9 1 M2-Macrophage Adult ETS2 1 M2-Macrophage Adult C1QB 1 M2-Macrophage Adult RBP7 1 M2-Macrophage Adult PIK3IP1 1 M2-Macrophage Adult KCNAB2 1 M2-Macrophage Adult CAST 1 M2-Macrophage Adult ETF1 1 M2-Macrophage Adult MT1E 1 M2-Macrophage Adult RNH1 1 M2-Macrophage Adult FCGR2A 1 M2-Macrophage Adult CAPZA2 1 M2-Macrophage Adult ALDH1A1 1 M2-Macrophage Adult ARGLU1 1 M2-Macrophage Adult SIGLEC1 1 M2-Macrophage Adult FERMT3 1 M2-Macrophage Adult ARF1 1 M2-Macrophage Adult DUSP6 1 M2-Macrophage Adult HNRNPD 1 M2-Macrophage Adult CTNNB1 1 M2-Macrophage Adult ELF1 1 M2-Macrophage Adult WASF2 1 M2-Macrophage Adult TNS1 1 M2-Macrophage Adult MOB1A 1 M2-Macrophage Adult TM9SF2 1 M2-Macrophage Adult C1orf162 1 M2-Macrophage Adult NLRP3 1 M2-Macrophage Adult JDP2 1 M2-Macrophage Adult AES 1 M2-Macrophage Adult SUPT4H1 1 M2-Macrophage Adult GNB1 1 M2-Macrophage Adult LAIR1 1 M2-Macrophage Adult WDR1 1 M2-Macrophage Adult MT1X 1 M2-Macrophage Adult LYZ 1 M2-Macrophage Adult KLF2 1 M2-Macrophage Adult ATP6V1F 1 M2-Macrophage Adult CRYL1 1 M2-Macrophage Adult MPP1 1 M2-Macrophage Adult HLA-DRB6 1 M2-Macrophage Adult YPEL5 1 M2-Macrophage Adult TNFRSF14 1 M2-Macrophage Adult MTSS1 1 M2-Macrophage Adult TGOLN2 1 M2-Macrophage Adult CPM 1 M2-Macrophage Adult GDI2 1 M2-Macrophage Adult RBM5 1 M2-Macrophage Adult GNAI2 1 M2-Macrophage Adult QKI 1 M2-Macrophage Adult PPT1 1 M2-Macrophage Adult EPS15 1 M2-Macrophage Adult COX7B 1 M2-Macrophage Adult YPEL3 1 M2-Macrophage Adult PLAUR 1 M2-Macrophage Adult PDGFC 1 M2-Macrophage Adult MBNL1 1 M2-Macrophage Adult BAG3 1 M2-Macrophage Adult CXCL16 1 M2-Macrophage Adult RGCC 1 M2-Macrophage Adult EDF1 1 Stromal Adult NDUFC2 1 Stromal Adult NDUFA11 1 Stromal Adult GALNT15 1 Stromal Adult BANF1 1 Stromal Adult RPL7P1 1 Stromal Adult PRDX5 1 Stromal Adult RP11-572P18.1 1 Stromal Adult HBB 1 Stromal Adult C1S 1 Stromal Adult SEC11A 1 Stromal Adult CXCL8 1 Stromal Adult C10orf10 1 Stromal Adult VTRNA2-1 1 Stromal Adult COX7A1 1 Stromal Adult SEC62 1 Stromal Adult ROMO1 1 Stromal Adult COL6A2 1 Stromal Adult LAMC1 1 Stromal Adult TMBIM4 1 Stromal Adult ATP6V1G1 1 Stromal Adult RBX1 1 Stromal Adult RP11-466H18.1 1 Stromal Adult IGFBP7 1 Stromal Adult PSMA4 1 Stromal Adult C12orf57 1 Stromal Adult MEDAG 1 Stromal Adult REEP5 1 Stromal Adult FBN1 1 Stromal Adult ACKR3 1 Stromal Adult SLC39A14 1 Stromal Adult CXCL14 1 Stromal Adult SCARA5 1 Stromal Adult PRDX3 1 Stromal Adult EID1 1 Stromal Adult CILP 1 Stromal Adult EFEMP1 1 Stromal Adult LUM 1 Stromal Adult PCDH18 1 Stromal Adult FBLN2 1 Stromal Adult SERPINA3 1 Stromal Adult NID1 1 Stromal Adult PARK7 1 Stromal Adult IGFBP4 1 Stromal Adult CTSK 1 Stromal Adult PLAC9 1 Stromal Adult CXCL2 1 Stromal Adult PDIA6 1 Stromal Adult NDUFA3 1 Stromal Adult CYR61 1 Stromal Adult COL1A2 1 Stromal Adult MINOS1 1 Stromal Adult LDHA 1 Stromal Adult TMEM230 1 Stromal Adult RPL18AP3 1 Stromal Adult PRDX6 1 Stromal Adult LDHB 1 Stromal Adult TMEM45A 1 Stromal Adult CYCS 1 Stromal Adult SPARCL1 1 Stromal Adult ATP5H 1 Stromal Adult CCL4 1 Stromal Adult LEPROT 1 Stromal Adult SNRPG 1 Stromal Adult RPS2P46 1 Stromal Adult PPIB 1 Stromal Adult C11orf58 1 Stromal Adult TCEAL9 1 Stromal Adult MRPL33 1 Stromal Adult COX5B 1 Stromal Adult MYC 1 Stromal Adult LIMA1 1 Stromal Adult EIF3M 1 Stromal Adult ISCU 1 Stromal Adult RP11-475C16.1 1 Stromal Adult NDUFB9 1 Stromal Adult IGFBP6 1 Stromal Adult TBCA 1 Stromal Adult CTSL 1 Stromal Adult MTCH1 1 Stromal Adult WISP2 1 Stromal Adult NDUFB4 1 Stromal Adult SEC61G 1 Stromal Adult APOC1 1 Stromal Adult PSMA1 1 Stromal Adult RASD1 1 Stromal Adult RP11-234A1.1 1 Stromal Adult FSTL1 1 Stromal Adult NOX4 1 Stromal Adult CALD1 1 Stromal Adult SNRPE 1 Stromal Adult CAV1 1 Stromal Adult MRPL51 1 Stromal Adult P4HB 1 Stromal Adult YWHAQ 1 Stromal Adult FBLN1 1 Stromal Adult CCL4L2 1 Stromal Adult CDKN1C 1 Stromal Adult FBLN5 1 Stromal Adult SERPINF1 1 Stromal Adult TIMP3 1 Stromal Adult TRMT112 1 Stromal Adult TMEM176A 1 Stromal Adult SMIM7 1 Stromal Adult GAS1 1 Stromal Adult ID2 1 Stromal Adult C11orf96 1 Stromal Adult ABCA8 1 Stromal Adult FN1 1 Stromal Adult TCP1 1 Stromal Adult GABARAPL1 1 Stromal Adult CFH 1 Stromal Adult SSBP1 1 Stromal Adult EMC4 1 Stromal Adult DYNLRB1 1 Stromal Adult LHFP 1 Stromal Adult BNIP3L 1 Stromal Adult NEGR1 1 Stromal Adult PLPP3 1 Stromal Adult STEAP1 1 Stromal Adult ATRAID 1 Stromal Adult TAGLN 1 Stromal Adult SNRPB2 1 Stromal Adult HSPG2 1 Stromal Adult TMEM167A 1 Stromal Adult OSR2 1 Stromal Adult ENY2 1 Stromal Adult BEX3 1 Stromal Adult LAMB1 1 Stromal Adult SF3B6 1 Stromal Adult GPX4 1 Stromal Adult GABARAPL2 1 Stromal Adult TALDO1 1 Stromal Adult COL3A1 1 Stromal Adult CYB5A 1 Stromal Adult GTF2H5 1 Stromal Adult APRT 1 Stromal Adult PRELP 1 Stromal Adult SRPX 1 Stromal Adult BZW1 1 Stromal Adult SSR4 1 Stromal Adult RAMP2 1 Stromal Adult CLEC2B 1 Stromal Adult NRP1 1 Stromal Adult HP1BP3 1 Stromal Adult ADD3 1 Stromal Adult MFGE8 1 Stromal Adult SF3B5 1 Stromal Adult SSR2 1 Stromal Adult PPDPF 1 Stromal Adult RPL6P27 1 Stromal Adult NDUFB8 1 Stromal Adult RPL7P9 1 Stromal Adult KDELR2 1 Stromal Adult SPCS1 1 Stromal Adult SNHG8 1 Stromal Adult USP53 1 Stromal Adult NDUFC1 1 Stromal Adult RPS7P1 1 Stromal Adult ATP5G3 1 Stromal Adult ATPIF1 1 Stromal Adult SERPINH1 1 Stromal Adult CLIC4 1 Stromal Adult ZNF706 1 Stromal Adult COL4A2 1 Stromal Adult COX6A1 1 Stromal Adult VIT 1 Stromal Adult XBP1 1 Stromal Adult CYP4B1 1 Stromal Adult MXRA8 1 Stromal Adult XRCC6 1 Stromal Adult SELK 1 Stromal Adult PDGFRA 1 Stromal Adult TMEM50A 1 Stromal Adult IGF1 1 Stromal Adult PSMA3 1 Stromal Adult TGFBR3 1 Stromal Adult PDPN 1 Stromal Adult C3 1 Stromal Adult COL1A1 1 Stromal Adult NUPR1 1 Stromal Adult PAIP2 1 Stromal Adult ATP5A1 1 Stromal Adult IL6ST 1 Stromal Adult H2AFJ 1 Stromal Adult C1R 1 Stromal Adult ALDH1A3 1 Stromal Adult FKBP3 1 Stromal Adult ADAMTS1 1 Stromal Adult LAMA2 1 Stromal Adult FGF7 1 Stromal Adult HSBP1 1 Stromal Adult COL4A1 1 Stromal Adult ASPH 1 Stromal Adult UAP1 1 Stromal Adult CTD-2287O16.1 1 Stromal Adult CXCL3 1 Stromal Adult NFIB 1 Stromal Adult ARHGDIA 1 Stromal Adult KLF9 1 Stromal Adult ADH5 1 Stromal Adult TMBIM1 1 Stromal Adult C4orf3 1 Stromal Adult ADM 1 Stromal Adult ANXA6 1 Stromal Adult HSPA5 1 Stromal Adult IL6 1 Stromal Adult ELN 1 Stromal Adult GPC3 1 Stromal Adult COL6A1 1 Stromal Adult S100A13 1 Stromal Adult OLFML3 1 Stromal Adult EPS8 1 Stromal Adult ADAMTS5 1 Stromal Adult NEDD8 1 Stromal Adult PDCD5 1 Stromal Adult RPL3P4 1 Stromal Adult CLU 1 Stromal Adult HNRNPR 1 Stromal Adult WDR26 1 Stromal Adult SVEP1 1 Stromal Adult RAN 1 Stromal Adult CCDC80 1 Stromal Adult APP 1 Stromal Adult CCL3 1 Stromal Adult C7 1 Stromal Adult MFAP5 1 Stromal Adult TUBB 1 Stromal Adult PET100 1 Stromal Adult HIGD1A 1 Stromal Adult OSTC 1 Stromal Adult EIF5A 1 Stromal Adult VCAN 1 Stromal Adult DSTN 1 Stromal Adult MRPS21 1 Stromal Adult