feature_id Cluster gene_name ENSG00000196136 1 SERPINA3 ENSG00000148346 1 LCN2 ENSG00000086548 1 CEACAM6 ENSG00000101443 1 WFDC2 ENSG00000243649 1 CFB ENSG00000244255 1 ENSG00000244255 ENSG00000162896 1 PIGR ENSG00000125730 1 C3 ENSG00000198183 1 BPIFA1 ENSG00000146674 2 IGFBP3 ENSG00000124875 2 CXCL6 ENSG00000145113 2 MUC4 ENSG00000124107 2 SLPI ENSG00000118849 2 RARRES1 ENSG00000125999 2 BPIFB1 ENSG00000163993 2 S100P ENSG00000268104 2 SLC6A14 ENSG00000163735 2 CXCL5 ENSG00000105388 2 CEACAM5 ENSG00000117984 2 CTSD ENSG00000176945 2 MUC20 ENSG00000108244 2 KRT23 ENSG00000130513 2 GDF15 ENSG00000173432 2 SAA1 ENSG00000106211 2 HSPB1 ENSG00000250644 2 ENSG00000250644 ENSG00000134339 2 SAA2 ENSG00000197746 2 PSAP ENSG00000013588 2 GPRC5A ENSG00000143153 2 ATP1B1 ENSG00000047457 2 CP ENSG00000167653 2 PSCA ENSG00000103811 2 CTSH ENSG00000140279 2 DUOX2 ENSG00000116016 2 EPAS1 ENSG00000198727 2 MT-CYB ENSG00000106541 2 AGR2 ENSG00000115414 2 FN1 ENSG00000185499 2 MUC1 ENSG00000148344 2 PTGES ENSG00000204385 2 SLC44A4 ENSG00000189377 2 CXCL17 ENSG00000057149 2 SERPINB3 ENSG00000030582 2 GRN ENSG00000005001 2 PRSS22 ENSG00000234745 2 HLA-B ENSG00000135821 2 GLUL ENSG00000213886 2 UBD ENSG00000158470 2 B4GALT5 ENSG00000100219 2 XBP1 ENSG00000198804 2 MT-CO1 ENSG00000131203 2 IDO1 ENSG00000198712 2 MT-CO2 ENSG00000127954 2 STEAP4 ENSG00000184292 2 TACSTD2 ENSG00000198886 2 MT-ND4 ENSG00000161921 2 CXCL16 ENSG00000198899 2 MT-ATP6 ENSG00000124102 2 PI3 ENSG00000121039 2 RDH10 ENSG00000091137 2 SLC26A4 ENSG00000198786 2 MT-ND5 ENSG00000198763 2 MT-ND2 ENSG00000185215 2 TNFAIP2 ENSG00000111319 2 SCNN1A ENSG00000163739 2 CXCL1 ENSG00000149021 2 SCGB1A1 ENSG00000204681 2 GABBR1 ENSG00000167996 2 FTH1 ENSG00000142798 2 HSPG2 ENSG00000073737 2 DHRS9 ENSG00000198938 2 MT-CO3 ENSG00000162366 2 PDZK1IP1 ENSG00000196576 2 PLXNB2 ENSG00000198888 2 MT-ND1 ENSG00000156675 2 RAB11FIP1 ENSG00000166145 2 SPINT1 ENSG00000160213 2 CSTB ENSG00000148180 2 GSN ENSG00000212907 2 MT-ND4L ENSG00000090339 2 ICAM1 ENSG00000175928 2 LRRN1 ENSG00000144476 2 ACKR3 ENSG00000163435 2 ELF3 ENSG00000064601 2 CTSA ENSG00000077942 2 FBLN1 ENSG00000188505 2 NCCRP1 ENSG00000091513 2 TF ENSG00000181885 2 CLDN7 ENSG00000115457 2 IGFBP2 ENSG00000162144 2 CYB561A3 ENSG00000101335 2 MYL9 ENSG00000125968 2 ID1 ENSG00000142910 2 TINAGL1 ENSG00000117472 2 TSPAN1 ENSG00000265972 2 TXNIP ENSG00000071553 2 ATP6AP1 ENSG00000140274 2 DUOXA2 ENSG00000137648 2 TMPRSS4 ENSG00000149591 2 TAGLN ENSG00000147689 2 FAM83A ENSG00000065320 2 NTN1 ENSG00000110492 2 MDK ENSG00000035862 2 TIMP2 ENSG00000108679 2 LGALS3BP ENSG00000105855 2 ITGB8 ENSG00000124762 2 CDKN1A ENSG00000108821 2 COL1A1 ENSG00000003137 2 CYP26B1 ENSG00000087245 2 MMP2 ENSG00000231925 2 TAPBP ENSG00000189067 2 LITAF ENSG00000117983 2 MUC5B ENSG00000135052 2 GOLM1 ENSG00000006210 2 CX3CL1 ENSG00000062038 2 CDH3 ENSG00000138061 2 CYP1B1 ENSG00000184012 2 TMPRSS2 ENSG00000189143 2 CLDN4 ENSG00000074181 2 NOTCH3 ENSG00000143819 2 EPHX1 ENSG00000136235 2 GPNMB ENSG00000101846 2 STS ENSG00000115594 2 IL1R1 ENSG00000162496 2 DHRS3 ENSG00000019582 2 CD74 ENSG00000100906 2 NFKBIA ENSG00000124155 2 PIGT ENSG00000140545 2 MFGE8 ENSG00000163220 2 S100A9 ENSG00000166396 2 SERPINB7 ENSG00000204525 2 HLA-C ENSG00000197324 2 LRP10 ENSG00000182853 2 VMO1 ENSG00000163734 2 CXCL3 ENSG00000070526 2 ST6GALNAC1 ENSG00000125538 2 IL1B ENSG00000105223 2 PLD3 ENSG00000176046 2 NUPR1 ENSG00000175567 2 UCP2 ENSG00000124225 2 PMEPA1 ENSG00000074527 2 NTN4 ENSG00000122861 2 PLAU ENSG00000157765 2 SLC34A2 ENSG00000129514 2 FOXA1 ENSG00000291237 2 SOD2 ENSG00000007306 2 CEACAM7 ENSG00000206503 2 HLA-A ENSG00000157227 2 MMP14 ENSG00000163874 2 ZC3H12A ENSG00000140297 2 GCNT3 ENSG00000171124 2 FUT3 ENSG00000103534 2 TMC5 ENSG00000198792 2 TMEM184B ENSG00000075426 2 FOSL2 ENSG00000100342 2 APOL1 ENSG00000221926 2 TRIM16 ENSG00000137216 2 TMEM63B ENSG00000171105 2 INSR ENSG00000161955 2 TNFSF13 ENSG00000084234 2 APLP2 ENSG00000131669 2 NINJ1 ENSG00000163082 2 SGPP2 ENSG00000162337 2 LRP5 ENSG00000174705 2 SH3PXD2B ENSG00000136205 2 TNS3 ENSG00000170266 2 GLB1 ENSG00000132274 2 TRIM22 ENSG00000149418 2 ST14 ENSG00000134333 3 LDHA ENSG00000137440 3 FGFBP1 ENSG00000186081 3 KRT5 ENSG00000104419 3 NDRG1 ENSG00000124942 3 AHNAK ENSG00000186847 3 KRT14 ENSG00000091409 3 ITGA6 ENSG00000134363 3 FST ENSG00000205420 3 KRT6A ENSG00000125148 3 MT2A ENSG00000146648 3 EGFR ENSG00000099194 3 SCD ENSG00000135318 3 NT5E ENSG00000165474 3 GJB2 ENSG00000105974 3 CAV1 ENSG00000169715 3 MT1E ENSG00000147065 3 MSN ENSG00000149948 3 HMGA2 ENSG00000175793 3 SFN ENSG00000185567 3 AHNAK2 ENSG00000123416 3 TUBA1B ENSG00000026508 3 CD44 ENSG00000131473 3 ACLY ENSG00000167553 3 TUBA1C ENSG00000169710 3 FASN ENSG00000073282 3 TP63 ENSG00000117394 3 SLC2A1 ENSG00000197102 3 DYNC1H1 ENSG00000196924 3 FLNA ENSG00000102007 3 PLP2 ENSG00000178209 3 PLEC ENSG00000074800 3 ENO1 ENSG00000105193 3 RPS16 ENSG00000115758 3 ODC1 ENSG00000197956 3 S100A6 ENSG00000088832 3 FKBP1A ENSG00000196230 3 TUBB ENSG00000145934 3 TENM2 ENSG00000105220 3 GPI ENSG00000100097 3 LGALS1 ENSG00000138829 3 FBN2 ENSG00000196754 3 S100A2 ENSG00000152104 3 PTPN14 ENSG00000136068 3 FLNB ENSG00000163814 3 CDCP1 ENSG00000111057 3 KRT18 ENSG00000135919 3 SERPINE2 ENSG00000119681 3 LTBP2 ENSG00000187193 3 MT1X ENSG00000140945 3 CDH13 ENSG00000152518 3 ZFP36L2 ENSG00000160691 3 SHC1 ENSG00000181163 4 NPM1 ENSG00000052802 4 MSMO1 ENSG00000164924 4 YWHAZ ENSG00000117525 4 F3 ENSG00000053747 4 LAMA3 ENSG00000151914 4 DST ENSG00000008988 4 RPS20 ENSG00000145425 4 RPS3A ENSG00000114850 4 SSR3 ENSG00000133657 4 ATP13A3 ENSG00000174444 4 RPL4 ENSG00000152952 4 PLOD2 ENSG00000166598 4 HSP90B1 ENSG00000058085 4 LAMC2 ENSG00000089009 4 RPL6 ENSG00000205542 4 TMSB4X ENSG00000102144 4 PGK1 ENSG00000096696 4 DSP ENSG00000155380 4 SLC16A1 ENSG00000187109 4 NAP1L1 ENSG00000137575 4 SDCBP ENSG00000150093 4 ITGB1 ENSG00000110958 4 PTGES3 ENSG00000206075 4 SERPINB5 ENSG00000137154 4 RPS6 ENSG00000156508 4 EEF1A1 ENSG00000143947 4 RPS27A ENSG00000132341 4 RAN ENSG00000139289 4 PHLDA1 ENSG00000196262 4 PPIA ENSG00000102024 4 PLS3 ENSG00000110700 4 RPS13 ENSG00000122406 4 RPL5 ENSG00000197930 4 ERO1A ENSG00000065978 4 YBX1 ENSG00000111229 4 ARPC3 ENSG00000310517 4 CAST ENSG00000171848 4 RRM2 ENSG00000169504 4 CLIC4 ENSG00000163513 4 TGFBR2 ENSG00000178695 4 KCTD12 ENSG00000142676 4 RPL11 ENSG00000138326 4 RPS24 ENSG00000137309 4 HMGA1 ENSG00000128595 4 CALU ENSG00000140575 4 IQGAP1 ENSG00000213585 4 VDAC1 ENSG00000187514 4 PTMA ENSG00000067082 4 KLF6 ENSG00000072364 4 AFF4 ENSG00000170006 4 TMEM154 ENSG00000112972 4 HMGCS1 ENSG00000163682 4 RPL9 ENSG00000113387 4 SUB1 ENSG00000117450 4 PRDX1 ENSG00000182481 4 KPNA2 ENSG00000083312 4 TNPO1 ENSG00000127022 4 CANX ENSG00000198034 4 RPS4X ENSG00000103342 4 GSPT1 ENSG00000112245 4 PTP4A1 ENSG00000285976 4 ENSG00000285976 ENSG00000136997 4 MYC ENSG00000128989 4 ARPP19 ENSG00000109332 4 UBE2D3 ENSG00000120742 4 SERP1 ENSG00000006125 4 AP2B1 ENSG00000196305 4 IARS1 ENSG00000134057 4 CCNB1 ENSG00000131469 4 RPL27 ENSG00000118181 4 RPS25 ENSG00000149084 4 HSD17B12 ENSG00000160551 4 TAOK1 ENSG00000143549 4 TPM3 ENSG00000008282 4 SYPL1 ENSG00000073756 4 PTGS2 ENSG00000001630 4 CYP51A1 ENSG00000138071 4 ACTR2 ENSG00000196531 4 NACA ENSG00000134352 4 IL6ST ENSG00000057019 4 DCBLD2 ENSG00000115008 4 IL1A ENSG00000138594 4 TMOD3 ENSG00000162704 4 ARPC5 ENSG00000119335 4 SET ENSG00000169594 4 BNC1 ENSG00000156535 4 CD109 ENSG00000142937 4 RPS8 ENSG00000178127 4 NDUFV2 ENSG00000086598 4 TMED2 ENSG00000172380 4 GNG12 ENSG00000008394 4 MGST1 ENSG00000123505 4 AMD1 ENSG00000107984 4 DKK1 ENSG00000109971 4 HSPA8 ENSG00000215472 4 RPL17-C18orf32 ENSG00000096384 4 HSP90AB1 ENSG00000130741 4 EIF2S3 ENSG00000118971 4 CCND2 ENSG00000075223 4 SEMA3C ENSG00000128641 4 MYO1B ENSG00000145907 4 G3BP1 ENSG00000095139 4 ARCN1 ENSG00000124783 4 SSR1 ENSG00000077232 4 DNAJC10 ENSG00000143742 4 SRP9 ENSG00000079246 4 XRCC5 ENSG00000099246 4 RAB18 ENSG00000113161 4 HMGCR ENSG00000162923 4 WDR26 ENSG00000135486 4 HNRNPA1 ENSG00000119314 4 PTBP3 ENSG00000265681 4 RPL17 ENSG00000198363 4 ASPH ENSG00000111371 4 SLC38A1 ENSG00000105976 4 MET ENSG00000165732 4 DDX21 ENSG00000063046 4 EIF4B ENSG00000011426 4 ANLN ENSG00000137642 4 SORL1 ENSG00000089006 4 SNX5 ENSG00000124767 4 GLO1 ENSG00000213639 4 PPP1CB ENSG00000134954 4 ETS1 ENSG00000244687 4 UBE2V1 ENSG00000083857 4 FAT1 ENSG00000082153 4 BZW1 ENSG00000185787 4 MORF4L1 ENSG00000168143 4 FAM83B ENSG00000129128 4 SPCS3 ENSG00000041982 4 TNC ENSG00000029153 4 BMAL2 ENSG00000107798 4 LIPA ENSG00000062485 4 CS ENSG00000136810 4 TXN ENSG00000102317 4 RBM3 ENSG00000197632 4 SERPINB2 ENSG00000092199 4 HNRNPC ENSG00000127603 4 MACF1 ENSG00000117595 4 IRF6 ENSG00000148773 4 MKI67 ENSG00000139687 4 RB1 ENSG00000153187 4 HNRNPU ENSG00000152558 4 TMEM123 ENSG00000115364 4 MRPL19 ENSG00000182718 4 ANXA2 ENSG00000136240 4 KDELR2 ENSG00000072274 4 TFRC ENSG00000128050 4 PAICS ENSG00000168092 4 PAFAH1B2 ENSG00000057608 4 GDI2 ENSG00000147604 4 RPL7 ENSG00000094916 4 CBX5 ENSG00000204217 4 BMPR2 ENSG00000082898 4 XPO1 ENSG00000068489 4 PRR11 ENSG00000129083 4 COPB1 ENSG00000117632 4 STMN1 ENSG00000163659 4 TIPARP ENSG00000180370 4 PAK2 ENSG00000168028 4 RPSA ENSG00000152332 4 UHMK1 ENSG00000108582 5 CPD ENSG00000115221 5 ITGB6 ENSG00000130066 5 SAT1 ENSG00000148175 5 STOM ENSG00000184254 5 ALDH1A3 ENSG00000111912 5 NCOA7 ENSG00000266412 5 NCOA4 ENSG00000228253 5 MT-ATP8 ENSG00000156804 5 FBXO32 ENSG00000136156 5 ITM2B ENSG00000027697 5 IFNGR1 ENSG00000184007 5 PTP4A2 ENSG00000104763 5 ASAH1 ENSG00000166710 5 B2M ENSG00000162949 5 CAPN13 ENSG00000005893 5 LAMP2 ENSG00000169429 5 CXCL8 ENSG00000143320 5 CRABP2 ENSG00000100644 5 HIF1A ENSG00000121858 5 TNFSF10 ENSG00000046604 5 DSG2 ENSG00000118855 5 MFSD1 ENSG00000092969 5 TGFB2 ENSG00000090376 5 IRAK3 ENSG00000112697 5 TMEM30A ENSG00000138448 5 ITGAV ENSG00000161905 5 ALOX15 ENSG00000038427 5 VCAN ENSG00000163406 5 SLC15A2 ENSG00000117335 5 CD46 ENSG00000181458 5 TMEM45A ENSG00000084733 5 RAB10 ENSG00000125304 5 TM9SF2 ENSG00000198431 5 TXNRD1 ENSG00000129422 5 MTUS1 ENSG00000140416 5 TPM1 ENSG00000067167 5 TRAM1 ENSG00000166920 5 C15orf48 ENSG00000213625 5 LEPROT ENSG00000272398 5 CD24 ENSG00000109180 5 OCIAD1 ENSG00000168615 5 ADAM9 ENSG00000151632 5 AKR1C2 ENSG00000260916 5 CCPG1 ENSG00000138760 5 SCARB2 ENSG00000156976 5 EIF4A2 ENSG00000198840 5 MT-ND3 ENSG00000059728 5 MXD1 ENSG00000166750 5 SLFN5 ENSG00000039560 5 RAI14 ENSG00000198561 5 CTNND1 ENSG00000102572 5 STK24 ENSG00000111640 6 GAPDH ENSG00000142089 6 IFITM3 ENSG00000178719 6 GRINA ENSG00000034510 6 TMSB10 ENSG00000177697 6 CD151 ENSG00000171858 6 RPS21 ENSG00000103257 6 SLC7A5 ENSG00000052344 6 PRSS8 ENSG00000168528 6 SERINC2 ENSG00000142669 6 SH3BGRL3 ENSG00000084207 6 GSTP1 ENSG00000100243 6 CYB5R3 ENSG00000177700 6 POLR2L ENSG00000159840 6 ZYX ENSG00000108107 6 RPL28 ENSG00000132470 6 ITGB4 ENSG00000123989 6 CHPF ENSG00000176014 6 TUBB6 ENSG00000173801 6 JUP ENSG00000134590 6 RTL8C ENSG00000140988 6 RPS2 ENSG00000105568 6 PPP2R1A ENSG00000130402 6 ACTN4 ENSG00000240972 6 MIF ENSG00000149273 6 RPS3 ENSG00000120708 6 TGFBI ENSG00000127824 6 TUBA4A ENSG00000168268 6 NT5DC2 ENSG00000128422 6 KRT17 ENSG00000148303 6 RPL7A