diff --git a/tests/conftest.py b/tests/conftest.py
index 76f0cbc..4105740 100644
--- a/tests/conftest.py
+++ b/tests/conftest.py
@@ -3,6 +3,7 @@
 import scanpy as sc
 import pytest
 from paste3.helper import intersect
+import ot.backend
 
 test_dir = Path(__file__).parent
 input_dir = test_dir / "data/input"
@@ -25,6 +26,22 @@ def slices():
     return slices
 
 
+@pytest.fixture(scope="session")
+def spot_distance_matrix(slices):
+    nx = ot.backend.NumpyBackend()
+
+    spot_distances = []
+    for slice in slices:
+        spot_distances.append(
+            ot.dist(
+                nx.from_numpy(slice.obsm["spatial"]),
+                nx.from_numpy(slice.obsm["spatial"]),
+                metric="euclidean",
+            )
+        )
+
+    return spot_distances
+
 @pytest.fixture(scope="session")
 def intersecting_slices(slices):
     # Make a copy of the list
diff --git a/tests/data/input/deltaG.csv b/tests/data/input/deltaG.csv
new file mode 100644
index 0000000..4fe772c
--- /dev/null
+++ b/tests/data/input/deltaG.csv
@@ -0,0 +1,251 @@
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diff --git a/tests/data/input/gene_distance.csv b/tests/data/input/gene_distance.csv
new file mode 100644
index 0000000..98751fe
--- /dev/null
+++ b/tests/data/input/gene_distance.csv
@@ -0,0 +1,254 @@
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diff --git a/tests/data/output/H_center.csv b/tests/data/output/H_center.csv
index 273cb9d..8ab2e87 100644
--- a/tests/data/output/H_center.csv
+++ b/tests/data/output/H_center.csv
@@ -1,16 +1,16 @@
-GAPDH,UBE2G2,MAPKAPK2,NDUFA7,ASNA1,CLASP1,INAFM1,MCL1,AP1G1,SEMA3B,GGA1,VDAC1,RBMS1,SLC25A10,FKBP1A,AKT2,ID3,COX6C,DAAM1,VAPB,BOD1L1,KCTD12,AATF,WDR1,DDX52,NENF,LMAN1,COL6A3,TPT1,ENO1,C4B,C12orf57,TUBB,H3F3A,NQO1,PLGRKT,NADK2,ISYNA1,CD44,METRN,KRT7,FLNB,MSL1,NBR1,CAV1,NAA15,CREBZF,CDK16,NIN,APOA1BP,OAZ1,FAM129A,SUB1,ACTN4,SLC40A1,CCT4,ALKBH5,H2AFJ,USP53,RPL13,CAST,UQCR11,THEM6,MYL9,NUDT16L1,IFI6,STX12,HIST1H2AC,SMARCD2,HSP90AB1,NARS,TOMM20,DDX3X,MORF4L2,FMOD,RAB11FIP5,IDS,SRP54,LGALS3BP,IGFBP7,HNRNPH1,RTFDC1,CXCL12,RAE1,DCTN2,C7orf73,PARK7,PPIP5K2,GRAMD1A,RAB7A,TMEM261,NCBP2,UBAC2,FMNL3,CTTN,ATP5L,FBXW4,PABPC1,RP11-345J4.5,SNF8,SMAD4,ANP32B,MAD2L1,NELFE,HNRNPA1,BCCIP,LGALS1,SLC25A3,FKBP10,RABAC1,EPB41L3,PTP4A2,RPL30,HSD17B12,MRPL19,APOD,KIAA1671,TBL1XR1,HPN,GSTO1,ACTB,VANGL2,C20orf24,SAMD4B,MBD2,LSM5,VAPA,ADAM10,ERO1L,TKT,SLMAP,BAG5,UBR5,AEBP1,SEPHS2,HNRNPLL,FAM213A,MAF1,CASC3,IMPDH1,TMEM25,CPD,ZNF428,KDSR,LRRC26,SRPRB,C4A,NDUFC2,MGP,ORAI3,RPS21,MARCH5,CIB1,ITGA2,MRPL37,ACBD6,MIF,SFRP2,SQSTM1,PSMB1,WDR11,RPS5,LMCD1,NDUFB9,ATRAID,S100A11,C1R,C9orf16,ENAH,MGAT4B,PMM1,UBE2M,CALM2,VMP1,RPL36,SNRPD2,PTPRF,FAM129B,CLDN7,TSEN34,DDX39A,NAT10,EMG1,SNX2,UBE2D2,MFSD12,NR2F2,RNF10,PSMD3,KRT17,HLA-A,NDUFS2,HSPA8,EEF1D,SPCS3,CD63,USP9X,RPS2,UBE3A,LGALS3,C5orf15,EEF2,S100A10,MDH1,WIPF1,SLC35F2,DAG1,LRP11,SEC24A,HIST2H2AA4,VKORC1,SH3GL1,PGRMC2,TMEM147,YY1AP1,SRCIN1,ARF4,ADGRG1,POSTN,CTNNA1,IL13RA1,SPTBN1,RPL10A,CD68,MED29,DEGS2,IRS2,UBR2,CHD8,PURB,HERPUD1,POLR2J,ATF4,HNRNPU,ICMT,NME3,HNRNPL,SUSD3,RPLP2,JDP2,MOB4,SLC25A6,PDCD4,PPP1R2,PHYH,COX4I1,SLC30A6,FAM13B,EFNB1,SSR3,COLEC12,SLC2A4RG,ARMCX3,LRRFIP1,GNAQ,RPL38,SELK,TAP1,NSFL1C,EXOC4,KMT2B,SERINC3,C1orf122,NBEAL1,EIF2S2,EMC8,ZFP36L2,NCOA7,DAP,MPST,SPINT2,SMC1A,GSPT1,UBE4A,AKAP9,EPHA1,RAD9A,CDS1,MUC1,AUP1,ROMO1,ACP5,CNN3,CCDC53,XBP1,MXRA8,PKIG,RNF130,SOX4,DESI2,MGAT4A,CSTF3,MTRNR2L1,CREB1,GLI3,MKLN1,LASP1,RPL3,SMIM22,RPL8,ECI2,TECR,SYPL1,CERS6,CHMP4B,SRI,RB1CC1,ACOT7,RPL7A,SRSF2,TPM4,CUL7,SH3GLB1,STOML2,DNAJC3,RHOC,RPL14,CCT5,TMCO1,PTMS,SYT7,UBE2D3,SCD,JUP,PRKCI,FAM63B,MCCC2,SGSM3,MSI2,KLF3,ADCY3,SYTL4,GID8,SH3KBP1,RWDD4,YIPF2,CAPNS1,LRRC75A,PFDN5,PAK2,BBIP1,STK11,SEC22C,NFYA,IGF2,HEATR3,SCAND1,FNIP1,RPS8,RPL35,HNRNPH3,SHC2,SYNGR2,KIF22,ANKFY1,ERRFI1,RPS24,MAPK13,PTK7,H1F0,RPL31,ST13,TSNAX,SHFM1,ZBTB45,TMEM14B,EPC1,VDAC3,PTDSS1,MYL12A,BSG,LAMP2,ZNF561,MFN2,MCAM,ATP5G3,TNFSF10,ADIRF,NPIPB11,DDR1,CCNI,DYNLT1,ESR1,FBXW5,PTEN,PAIP1,SERINC1,EIF5A,CCS,RANGAP1,ZFR,USP33,ANTXR2,PPP1CA,ITGA1,PTGES3,DDX60,TFF3,HLA-E,ACSS2,PSMD5,IVD,PRSS23,LMNA,GPRC5C,ERI3,NDUFS1,HLA-C,LGMN,ACADM,CDH3,MMP2,CYC1,CORO1B,ARPP19,HTATIP2,TGFBI,APEX1,MRPS9,SUMO1,RPN2,TCTN3,OS9,RPS18,RPL37A,GBAS,ZNF90,RIOK3,SHC1,RRBP1,CITED2,CALR,PPP6R1,TSPAN13,OSGIN2,EXOSC7,PGK1,F11R,RPL19,SSR2,PGP,IER2,SCAF11,AZIN1,HLA-B,BFAR,API5,C1RL,RPS7,COG2,NME4,PPP1R12C,MRPL24,RAP2A,SENP2,HIPK1,CREBL2,PET100,ADRBK1,ST6GALNAC4,PRRX1,OSBPL2,SAMHD1,TOMM7,DNAJB12,CFL1,SRPX,HGSNAT,VPS53,NPEPPS,MKKS,ACTR3,MOGS,CD276,POLR2I,KIAA0196,RPL37,TOMM40,GTF2F1,SULF2,TSPAN14,PEX1,RNF168,FAM162A,SRSF11,MLF2,NUMB,GOLM1,ZNRF2,TP53INP2,WAC,NAV1,CLIC6,TANK,GNB2L1,GLO1,LRP3,ENDOD1,CXXC5,SFT2D1,CCDC85B,RTN4,MRPL12,ASB13,ADI1,SRRM1,COX6A1,ARPC1A,WIZ,RARRES3,EIF4E3,PTPRC,AIFM1,ZMYND11,HLA-F,EXOC3,EIF1,TMEM63B,GRINA,TEX264,PHB2,TMEM59,DAXX,UBE2B,KRT5,PTRF,COX7B,BCR,TRA2A,YDJC,SERPINA3,BOD1,LYSMD3,HTRA1,GNAS,KRT18,RPL24,DAZAP2,CTSB,C11orf96,HMGCR,CD46,ANKLE2,SERPING1,VCL,GALNT2,CTBP2,SSR4,CMTM4,TSPO,MMP14,TAOK1,WWP2,ZFP36,FAM210B,CXADR,STK38L,CHMP4A,SIGMAR1,MRPS21,EML4,ATXN2L,HSPB1,CAMSAP2,GAR1,SRSF5,ELMOD3,SPARC,SDF4,ALG2,COL12A1,IPO5,NBPF26,COL4A1,NDUFA11,ARHGEF12,EFR3A,RNF114,PPCS,RPLP0,RAB13,NDUFB4,SUMO3,THBS1,STT3B,SNX13,FAM214A,RNF139,VOPP1,TTC8,NPIPA5,C1QA,OLFML3,PRCP,TRIM28,NDUFB7,TIMM17B,CD74,GTF2H1,UPF3A,EPHB3,ARHGEF3,PCNXL3,TPSB2,OPTN,VEGFB,KIAA0100,STARD3,ZNF787,TFG,MINOS1,EGR1,ATP5EP2,MTHFD2,COX5B,RSPRY1,IFITM3,TP53I13,SETD5,ASF1A,EIF3K,CFD,RIC1,MYC,RGS3,UBB,IMPA2,RAB11FIP3,EIF4G2,WBSCR22,FCGRT,PEX19,SLC35B2,CRKL,COG7,RPS19,TYMP,MGST1,LLPH,SNRPB,C11orf31,LGALS8,FAU,PLEKHS1,FAM193B,MAPKAP1,YWHAB,TNFRSF12A,ADAM9,AR,USF2,PRRC2A,ATP1A1,NDUFA2,SMNDC1,NDUFAB1,DSTN,DAPK3,NIT2,TFB2M,TXNIP,EIF3D,QSOX1,SON,POGK,RPL36A,PKP3,WDR61,TPM1,SIRT2,ARPC1B,C5orf63,MAL2,MPZL1,ATP6AP2,ARPC3,EIF3H,ANXA2,TIMM23,EIF3E,IER3,ANKH,TAX1BP3,MARCKS,RERE,UBTD2,FCGR3A,WDTC1,BHLHE40,CLEC3A,RPS29,SLC7A5,MFSD7,RPL10,RNASET2,SSNA1,MAP1LC3B,NDUFA13,RPL11,SEL1L,FLAD1,ECH1,PTMA,GCSH,RNF7,PCNP,MED24,G2E3,EMD,NEO1,SERINC2,PTP4A3,CCDC23,TMEM181,JOSD1,COPG1,TMEM14C,STAT5B,RPS27A,PNPLA4,COL3A1,INHBA,RP11-347C12.1,NUP155,TSN,UHRF2,NDUFA1,RTCB,RPS27,MMP24,YTHDC2,ST14,RPS12,RPL41,SLC38A10,SH3BP5,RNF213,COL5A2,ARHGAP40,RPS3A,PHC3,PEX16,DLGAP4,CNST,KTN1,ATG7,CYHR1,DENND4B,PLA2G16,PTBP3,GHITM,CIAPIN1,PLOD2,GAS1,TGFBR1,NUBP2,IL1R1,RDX,ANKRD30A,PTER,IRX5,YARS,ZMYND19,GRHPR,SATB1,RPL23,TFE3,VPS41,PRDX5,BLOC1S1,LMF2,SSBP3,FXYD3,PTPN18,TMED2,GPATCH2,ATP9A,P4HB,EIF3F,PGRMC1,EVA1B,PCOLCE,ERO1LB,COPS8,CBWD7,PSAP,RNF19A,P4HA2,GPX4,MARCKSL1,CCDC124,DHCR24,DHCR7,PMF1,ARHGAP35,FAM65A,FN1,WDR43,REPIN1,SNRPE,EPHX1,TJAP1,CD53,SOAT1,PRMT1,SCCPDH,SREK1IP1,MAGEH1,RBM6,PPP4C,RCAN1,SLC9A3R1,QRICH1,PLEKHB2,TMEM41B,MYH11,OCIAD1,DERL1,SCAMP2,SCGB3A1,KLHDC10,MDM4,WWC1,CNPY2,PLEKHF2,CHCHD2,DCN,CERS4,CLPTM1L,TMEM33,SLC35F5,MFAP2,RPL26,MTRNR2L12,OLA1,STARD3NL,RRP36,PLEKHA8,VRK3,ZNF426,F2R,MTPN,PAFAH1B3,PPP2CB,SLC35F6,ISOC2,GPX1,KRR1,HLA-DPB1,HMGN1,WARS,NPIPB4,RPS28,AGR3,CHMP1B,SNRNP70,C14orf119,ZNHIT6,KATNA1,NCOA1,TRMT10C,CMPK1,SND1,LAMP1,RAP2C,MED16,DCAF4,RPLP1,UBL5,SLC9A3R2,YWHAQ,MOB1A,STAU2,CALD1,PARD3,TXNL1,B2M,AP2S1,IGFBP4,TADA2B,PAFAH1B1,NET1,CS,MAP2K2,TMA7,PRDX2,SNX1,COL18A1,FYTTD1,ELF2,NUP107,AC074033.1,MKI67,BRD8,ARHGAP1,MRPL54,SAFB,SH3BGRL,SLC25A36,INF2,IGLL5,SH3BP1,COPZ1,COPE,ATP6V0D1,SDHB,PAK4,YY1,DEDD2,RPS9,COMTD1,FEZ2,PRPF31,GGT6,SPDEF,TMSB4X,TRAF4,PDLIM7,CRABP2,GRB7,EEF1A1,C4orf3,MLPH,C1S,LY6E,PKM,TOMM70A,PFN2,CPNE1,CPSF3L,HNRNPF,SLC25A39,CPNE3,MYLK,AES,GNPTG,UBTF,DHRS4L2,SIVA1,UBE3C,SFXN1,STC2,HIC1,UBC,SLC35A4,ALG13,ANKRD40,CYCS,ESYT2,MAOB,G6PC3,ZNF320,IFNGR2,SARAF,BTF3,MPND,WSB2,ALDOA,ARHGEF1,CLASRP,SLC25A38,PABPN1,THUMPD1,GEM,EIF3CL,CANX,LAPTM4A,RARRES1,TPM2,PAF1,LSM12,HSPA1B,IL17RC,MRPL3,EPAS1,TMEM205,PRRC1,COPS4,UNC45A,VEGFA,TUBA1A,PQLC1,POM121C,LRRC32,APOPT1,IGFBP5,ELAVL1,UGP2,LSM4,DNM1L,NBPF19,MYEOV2,SYNPO2,LAPTM5,A2M,ISG15,EPHB4,RPS14,CD24,MMP19,TTC3,ODF2L,IMMT,TMEM64,ZNF532,MDK,CWC15,CTHRC1,CISD3,TFCP2,MRPS11,SNW1,ZNRF1,EI24,DHX30,FURIN,KHDRBS1,CTSK,ANP32A,LSM14A,CAPRIN1,KEAP1,GLYR1,SMPD1,TALDO1,TM2D2,TUBG1,LRP1,PTP4A1,HLA-DRB1,VPS51,EZR,CTNNB1,AGL,DNAJB1,MZT2B,GRHL1,SLK,SERPINF1,NANS,HSPE1,ACACA,ATG16L1,MRPL45,RIC8A,AP2A2,SCARB1,THY1,TUBA1B,MFSD1,PWWP2B,FAM195B,ENSA,ANKRD10,NDUFB6,TMEM9B,SMIM15,HAT1,CLMN,SDC1,RNF121,ABCB8,PBX1,TM9SF3,MKNK2,MSMO1,CBX6,GPNMB,HMGB1,VPS26B,JUNB,GGT1,ASPN,CORO1A,TUBGCP5,SIPA1L3,C1QC,RBM17,CDC6,NBPF11,SETD1A,C17orf62,NOTCH2,SYF2,SNX9,RPL23A,PPP1R13L,DERL2,TMBIM6,TMEM45A,S100A6,CMAS,NUB1,MYOF,ISCA2,ARVCF,PXDN,ELOF1,GATAD2A,TAF1D,ZFAND5,DGCR6L,TMED7,PHF20L1,LDHA,NVL,TAGLN2,ARHGEF16,ZFP36L1,CDC42,ARL16,CYB5R2,DDAH2,STARD10,ACAT1,TMEM121,RP11-231C14.4,TSKU,ASH1L,CD9,WBP11,RAD23B,GSTM3,MSH2,TAPBP,SEC11A,PNN,DYNC1LI2,C4orf48,NT5C3B,ARL6IP5,ASB6,CKAP4,ADSL,VAV2,AC012005.3,RPL18,EDF1,SRSF6,COX8A,C1orf21,SLC7A2,CREB3L1,NFKBIZ,SULT1A1,CHMP3,NCK1,PFKFB3,ARPC2,NFKB1,TIMM50,THSD4,FRMD8,TRAPPC6A,DCK,POTEF,RPL39,CAP1,MALAT1,NDUFAF6,SLC30A5,MAEA,CD320,LAMA2,TMEM248,HOXB2,PSENEN,ADAM15,SRP9,TNRC6B,GTF2I,PIP4K2B,FAM195A,GDI2,NDUFS7,CRLS1,DPYSL2,RPL6,FXYD5,PRDX6,CCND1,ACADVL,HSP90AA1,RNF220,CNN2,TNRC6A,CFLAR,RPS15,SHKBP1,STAT1,NIT1,HIBADH,AUTS2,ADAR,GABARAP,ESRP1,CACFD1,ERH,PGAP3,PROM2,PCYOX1,CPSF6,NDUFA10,SNTB2,ATRX,GOT2,ELMSAN1,PKP4,NAAA,NECAP2,TWSG1,RPL4,RAB1B,TAF11,ARHGDIA,RAP2B,EIF4A3,MAGEF1,AAR2,CTSF,NPM1,NSDHL,PLEKHA5,SLC25A24,VCAN,WDR34,ARID5A,CSDE1,KRT19,OSGEP,NCOA4,UBL3,CBWD1,NUDT9,RPS3,PSMB9,FUBP1,SULF1,MVP,IL10RB,CYP1B1,GOSR1,STK17B,RPL18A,DPP9,CTPS2,PPP1R1B,THADA,PSMC4,PHKG2,CD55,CAPN2,ACSL1,SERPINE2,FLNA,HNRNPD,KIF5B,TCF4,COPB1,TNC,RPN1,MDH2,TMEM134,OAT,VMA21,CDK12,PPAP2C,CUEDC1,TM9SF2,CCNG2,ARMCX6,FUBP3,C15orf40,GSE1,GOLT1B,FCF1,SLC2A1,RBMX,STX4,RAB8A,MYO1B,HIPK3,PRLR,CNOT7,NPIPB3,NUFIP2,FKBP4,BNIP3L,ARF1,AC113404.1,MESDC1,TMEM126B,EDEM1,PSMD4,SEC31A,H2AFZ,CREB3,SRP72,FAM21A,TRMT112,ESD,AEBP2,MCOLN1,CDC25B,TSTD1,POTEE,NDUFA12,DAP3,LSR,COX5A,UBA52,NEBL,ADGRE5,SRSF7,AKTIP,MANBAL,TMEM141,WIPI2,ADNP,WSB1,FADS2,ACTN1,TCF12,AURKAIP1,PHLDA2,MAN1A1,COTL1,LDLRAD4,MRPS36,PAPOLA,ACAP2,PRR15L,FAR1,UTP18,CISD2,UBE2L3,SYAP1,CLPTM1,CNOT2,SEC11C,FTL,LRP10,C1orf64,MAN1C1,RPL27A,BTG1,SERINC5,EML3,DNAJB9,ARFIP1,AC010642.1,TMEM106C,IMPAD1,SDCBP,SERP1,PRRC2B,SHISA5,ANKRD11,CALU,HNRNPA2B1,AGR2,NDUFC1,MBOAT7,CNOT6,NSD1,GABARAPL2,NUDC,TUBB4B,PAIP2,RPL9,NHP2L1,BAZ2B,APLP2,ARHGAP5,PITRM1,EHD4,RIPK1,ATP5E,PHF21A,SEMA3F,BCAP31,BTG2,CARHSP1,MEPCE,CSNK1A1,CYTH1,NCL,LRP6,PSCA,RBM3,SCNM1,HMGA1,ERGIC1,CHPF,NOL7,FAM178A,MTG2,RPL29,PPM1B,CCDC84,MAFB,MBD4,RPL21,NOTCH1,RPS23,C17orf96,COX7C,TNFRSF1A,CBX3,SARNP,DPM1,RPL36AL,THBS2,RFC4,SLU7,ZNF598,XRCC5,ELN,ATP6V0B,UQCRH,LCMT1,LAP3,RPL22,LITAF,BATF,TCEA1,CTSD,FAM174A,ATPAF1,PRICKLE1,TCF7L2,LTBR,MITD1,COL1A2,PIGO,RPS10,UBXN6,RABEP1,TRIO,ZBTB7B,MRPL28,AHCYL1,STK3,RAB28,GYPC,RRM2B,TGFBR2,RGL2,ADSS,QKI,SUCLG1,SLC25A5,RAP1A,DDX23,NFIC,RER1,PSME4,ZYX,BCL2L11,FAM207A,TOR1AIP2,CASC4,CRTC2,LPGAT1,DDX17,PRPF19,KLF6,GSK3B,TRIM26,IGF1,ATP5F1,SPARCL1,PLIN3,YWHAZ,GNG11,ERBB3,PLXNB2,UBLCP1,NAA38,SPCS1,SEC24B,MAST4,ENY2,CHP1,ALDH4A1,RTN4RL1,RPL28,PA2G4,PTOV1,RWDD1,MMS19,ARL4C,NAA50,TNIP1,RAN,B4GALT1,SLC35E2B,HPS1,BBX,RPL34,SAT1,CLN3,PRKAR2B,YES1,DYNLL2,SRSF3,CST3,MTDH,HSPA1A,YME1L1,FDPS,COX17,ELP2,SMIM11,TRNAU1AP,KLF10,DNAJC8,MRPS35,RBPMS,C3,TUBB3,HDLBP,NIPAL2,FBXO7,AGO2,PSMB3,CAPZA2,CD81,OSBPL8,ELMO3,SERBP1,SLC16A2,FAM50A,ZNF740,APRT,ATP2C1,UAP1,USP34,TIAL1,AP2M1,CREBBP,MBNL2,S100A14,TRIOBP,TMED9,ANK3,ARL3,ANO1,CSE1L,LIN7C,HNRNPA3,AP1S2,ATP2A2,MRPL57,CPTP,GIT1,TMEM41A,EIF4H,LACTB,PEBP1,SEP15,CCNL1,POLDIP3,SOCS7,STXBP5,ERLIN2,GAS2L1,ATF6,NPC2,GLB1,CLDN11,POMP,XRN2,TAX1BP1,CRIP2,HIGD2A,WTAP,TMED4,NACA,ITFG1,GALNT6,SLC17A5,ITFG3,TUFM,CLCN3,SEPT2,STK39,TMEM208,DRG2,TMUB1,FH,MAVS,MCM3,NUTF2,GTF2H5,GNA13,GALNT10,PMEPA1,RGS5,SERTAD1,ZNF706,RXRB,MON2,TGFB2,STX3,PDLIM5,SIDT2,RPL12,SIPA1L1,PPA2,TIMM10,TMSB10,FAM92A1,EFEMP1,PPAPDC1B,TMED10,COL5A1,HNRNPK,PFN1,DEAF1,ADIPOR1,FNIP2,PACS2,ACSS1,RHOG,C14orf2,JTB,HTRA3,LSM3,IL4R,GPRC5A,PARP14,SMG7,PSMC2,GAK,EBF4,CKLF,RRM1,SCAF4,ARFRP1,RLIM,OAZ2,NUDT16,PPIE,SET,ZNF281,PDIA3,PFDN2,PLEKHO1,XAB2,ERBB2IP,PIGT,YKT6,EIF4G1,TUSC3,VCP,GPR137B,SRC,RCN2,ABCF1,CCDC152,TAF2,FUNDC2,MFGE8,TXNL4A,FTSJ3,CPOX,KRT8,XRCC6,XPOT,GFM1,CCNG1,GNB2,AKT1,SOX11,PHC2,DBT,PIP,TIPRL,RNF126,PKD1,P3H4,COX20,ST5,S100A13,HDGFRP2,ECM1,LYPLAL1,ITM2B,NRBP1,FLYWCH2,EID2,PLP2,SLC39A6,MRPL42,BLMH,PSMA2,TMEM87B,CUL3,USP15,WDR18,DUSP6,ZSCAN18,PPIA,TMX1,RPL7L1,TNFAIP2,CTSZ,GOLGA5,GGCT,PERP,SRSF8,CSNK1E,C19orf53,ASAH1,ETS1,RNF11,MLF1,CIRBP,HNRNPUL1,EIF3B,CACYBP,NTPCR,C1orf198,SERF2,SLC39A1,ARL6IP1,GTF2H2C,ANXA5,FADD,COX7A2,HAGHL,PSME1,CYB5A,MLLT4,ETNK2,SNRNP27,UGGT1,ETF1,SF3B3,XIAP,ABHD12,LIMK2,LRRC15,SDHA,PGAM1,COPA,MRPL17,MBD3,RIN2,CBFB,AFF3,NFE2L2,DUSP23,SRRM2,SORD,ARL6IP4,KLHDC9,FAM3C,NBL1,PDIA4,IDH2,BAMBI,HUWE1,ADAM12,TOR3A,UBAP2L,FEM1C,PPA1,PTBP1,RHOB,JMJD1C,SPPL3,EMB,ALCAM,LRBA,DEF8,CELF1,PYROXD1,PLEC,SLAIN2,KPNA3,CSTB,CCT2,HTT,CBWD5,OGDH,SLC1A4,PCNA,PTPRA,TMEM230,TOR1B,PIK3R2,APEH,VASP,FOXA1,MTA1,KIAA1467,USMG5,COL15A1,NNT,RBM5,SLC39A3,SGK1,ANXA1,WEE1,PRKAR1A,TRAM1,TLCD1,SPG21,C12orf10,NOL6,HELZ,UROS,BRD4,UQCRC1,CORO2A,TFAP2C,TIMP3,WIPF2,SNX18,TIMM10B,PSMD8,MARCH7,PPP3CA,PAPSS2,ADCY6,CBWD2,COX18,DUSP14,FBRSL1,NAP1L4,ELOVL5,HEBP2,RSL1D1,NAA30,ARHGEF11,SLC35C2,NFS1,PLAU,RABL2A,ITGB1,DUT,HOXB3,GDI1,RALGPS2,TMEM63A,PITPNB,SLC38A1,TMEM258,PCBP1,MESDC2,ATF5,EHBP1L1,SH3PXD2B,CDK5RAP2,SOD1,COMMD3,SMAD7,POGZ,RABL6,MARCH6,PRDM1,RSL24D1,XPC,SIRT1,TARS2,TGFB1I1,SHROOM1,NADSYN1,POLR1D,RAPGEF1,CLDN3,GLUL,WIBG,FAM91A1,TXN2,KLHL22,MTRNR2L8,TPM3,HILPDA,MGST3,DDX5,CERS2,GNS,ESYT1,ANXA9,AP2B1,AIMP1,TMED3,GPC3,SETX,SNX5,PRKD3,BZW1,TMEM55B,PIK3C2A,SMEK2,C9orf89,RPS17,P4HA1,RPS15A,PYCR1,PANK3,CWC25,CSTF2T,PPP1R14B,CDS2,PREX1,CPEB2,CD37,RPS6,ITGAV,MT2A,RFK,PDP1,IDI1,PSMG2,RASA4,SEPW1,RPS16,ZNF704,TMEM165,PHKB,BRAT1,TIMMDC1,SDHD,PCSK7,RCOR3,BLZF1,DNAJC1,DPAGT1,PPP1R16A,PIGC,MRI1,MANF,SMEK1,UBE2K,HIF1A,PYGL,PDXK,ATP6V1A,HLA-DQA1,SLIRP,CECR1,AP1S1,SENP3,CDC123,TMEM43,TRIM56,IREB2,LATS1,NR2F6,RARA,PCGF2,HLA-DMB,UCKL1,BIRC2,COPS7A,TTYH3,BCS1L,ABCD4,EFTUD2,KRTCAP2,SDR42E1,TOP3B,KMT2A,COMMD1,NPIPB5,ARHGAP12,IRAK1,SPAST,UQCRC2,ALG12,MRPL4,MYO9B,DPYSL3,LRCH4,RPL15,ACSL3,NUDT3,RAB32,PPP6R3,MED25,GTPBP4,MRPL33,NAP1L1,BGN,ASAP1,FGFR1,SUCLG2,FAT1,VTCN1,PPOX,FZD1,FGFR1OP2,SLC25A1,GRSF1,DNASE2,ARHGDIB,ATP8B2,SELENBP1,RPS27L,PPFIA1,ZNHIT1,ATL3,SPCS2,DRG1,DUSP4,KLHL2,CCL5,MARVELD2,PBX2,CREB3L4,BLVRB,ATP11B,OAF,TFAP2B,SERPINA5,NCOA3,RRN3,C9orf91,TSTA3,MRPS25,GLTP,RHOA,TMEM203,PVRL2,NNMT,SLC39A13,TIMP2,CAPN1,ALAD,FAM136A,SDC4,COLGALT1,DYNLL1,JUN,SMG1,TOB1,H3F3B,ACAP1,SGCB,DGCR2,ATOX1,MRPL55,CLIC4,WDR83OS,PPIL1,SNRPC,TMA16,GTF3C1,TPD52,PRKCD,SLC25A32,STX10,FBXO3,ZBTB10,RDH10,EIF2A,TMEM135,DCAF11,TMEM39A,CTNND1,OSMR,HDAC1,MORC3,UBIAD1,AGTRAP,NOMO1,RUVBL2,C1orf43,COL1A1,STMN1,PPIG,IFI27,PRDX3,GIT2,UBR4,ERBB2,TLE1,ZHX3,IFI16,ZNF395,CTBP1,SP1,SETD2,TARBP1,WDR5,ALG3,ARID5B,TNPO1,KHSRP,EEF2K,MLLT10,PCNXL4,TMEM184B,FOS,CRBN,RHOBTB3,NFIA,CIPC,MALSU1,IQGAP2,DHX15,RTN3,LMBR1,FBXL3,RDH11,RPS20,IRF3,SUPT5H,PTK2,MBNL1,HSPA4,SNX17,PI4KB,C19orf43,YIPF5,DCAF6,VWA1,EFHD2,PAPD5,AC006386.1,EXOSC10,ATP2B1,LTBP3,SLC38A2,MAPK1IP1L,MTMR6,CLCN7,APH1B,HMGB2,NUAK1,MRC2,PTPN1,NAA10,UQCC1,IPO9,NFU1,SLC12A2,ANXA7,SLC7A8,SEC61A1,PRR13,NOL9,GATA3,CSRNP2,GIPC1,GALNT3,CEACAM6,CRTAP,TSFM,TDP2,NIPA1,ZBTB2,SEPN1,PIM2,MFSD10,TLE3,COQ9,UQCRQ,VPS33A,TM2D1,MYH9,OPA1,ADH5,IRX2,RAB5B,SHB,NPRL3,ARMT1,MKNK1,ZNF207,TNS1,NKTR,EXOSC5,CAPG,OPLAH,GRB2,PSMA5,APOE,FAM189B,TMED5,SLX1A,SPIDR,BAP1,SFPQ,CDC34,SF3A3,SERPINH1,HMCN1,TMEM2,IGSF3,ATP5H,TNFAIP1,CDC37,MARK2,DYNC1LI1,KLF2,AKAP8L,BZW2,APH1A,SMS,QDPR,WWP1,ANKIB1,DNM2,PSMD7,ITGB6,EIF4A1,TRAF7,DCTN5,RHBDD3,WFDC2,CTSC,EOGT,KDELR1,TRPM7,PUF60,LRPAP1,ERF,ETFB,KRAS,NDRG1,SLC12A9,HINT3,BCL3,TMEM159,TMPO,PRRX2,SNRPB2,MYDGF,SEC23A,FBL,TCF3,PROM1,TSPAN4,PWP1,DAD1,PRKCDBP,VPS28,DPP7,PPP2R1A,DPM2,JCHAIN,PRKDC,PGM2L1,INTS1,CCM2,NOP56,ITGB5,SAR1A,ETFA,CXCL14,ZBED5,DVL3,MYL6,IKBKAP,MRPS7,CTSA,RBL1,AGRN,NDUFA4,BIRC6,S100A16,PLXND1,NCLN,SUPT16H,DYNLRB1,MXRA7,MAP3K2,PDHA1,SELT,CCDC91,SWI5,YIPF4,FKBP2,NME1,DNAJA2,ABHD11,FBXO32,MYL6B,C10orf32,HMOX2,PNRC2,RAI14,CAPZA1,PLTP,ZMYM2,NEDD9,TGM2,UBA1,TNPO2,ID2,LPCAT1,PRPF8,BCAS2,ACTG1,PLEKHM2,TBL1X,SPRYD3,EIF4EBP2,SQRDL,TNS4,GSR,GATAD1,TMEM14A,NOSIP,RANBP9,NDUFS4,ZNF638,ROGDI,PITPNM1,CLU,OCIAD2,COL10A1,PFDN6,ELMOD2,RELA,ALDH6A1,TMEM238,CST4,SSR1,ATP5O,HDAC2,AZGP1,HN1L,ATP5D,CHMP5,PLEKHJ1,TTC9,MIDN,CHTOP,CAPZB,ALG6,RPS26,MADD,PAPD4,TP53INP1,EHD2,PNPLA6,HECTD1,EAPP,TM4SF1,RAD50,VPS29,FUS,SELM,ANAPC5,S100A8,DUS1L,CLK4,MACF1,DCUN1D5,INSR,NUPL1,WDR59,GOLGA8A,CD59,MXRA5,NDUFB10,RAB2A,RAP1B,RSF1,VSTM2L,CMTM6,NHLRC3,CLDN4,MUC5B,FDFT1,TYROBP,EIF2S1,HLTF,CDC42BPA,SCNN1A,OSTC,RPL13A,LZTFL1,CLIC1,COMMD6,TJP2,MTX2,THRAP3,ZC3HAV1,PGLS,PHIP,GUCD1,EHMT2,BASP1,CHD9,TIA1,SBNO1,AAK1,NOMO2,FKBP15,PIK3IP1,TCEAL4,RBM10,POLI,PLA2G15,PDGFRB,APOL6,GPBP1L1,ZNF451,RAB3GAP1,SPNS1,TMEM263,EEF1B2,TBC1D15,HCCS,ANKRD36,EMILIN1,PPP1R37,SLTM,LMBRD1,TSC22D4,FBXW11,RPS11,RNF103,GBP1,ILVBL,KIAA1429,SOGA1,RALGAPB,ERMP1,NAPA,NCS1,SPTSSA,MRPS23,PUM2,STK17A,LTBP4,CD151,PDLIM1,VIM,RTCA,AXIN1,THOC2,RNF149,MCM7,MED17,MARVELD3,FOSL2,LNPEP,CHKA,RBM25,SLC35A5,WNK1,MYL12B,LBH,IER5L,URI1,UPF1,DDX46,ATP2C2,ENG,SLFN11,GADD45GIP1,RPL5,PPP1CC,PIM3,ZNF264,ATP6V1C1,KLHDC3,PVRL4,RMDN1,CLOCK,S100A9,NCOA5,TKFC,FNBP1L,FAM49B,CDC42EP1,PYCR2,CDH11,TMEM123,COA6,RANBP1,PPP1R12A,PES1,BST2,EIF5AL1,FKBP5,MIEN1,CDH1,FAP,AGT,ATM,KANSL1,DNAJC4,SLC39A11,YIPF6,UNC5B,MAZ,RABGGTB,MPV17L,SCFD1,UNC93B1,MRS2,DDOST,SMARCAD1,SGMS1,SUPT7L,DSP,SPPL2A,ISCA1,MSRB2,LETM1,LSM7,RAB1A,MARVELD1,B4GALT3,METTL1,SLC35A3,RBBP6,PHF12,VAC14,HNRNPDL,RAB30,HINT1,STAT3,ATG3,KCTD20,C19orf52,ITGB2,WASF2,SDHAF2,RAC1,LOXL1,HADHA,EBP,NAGLU,TCEB2,DNAJC10,LRPPRC,GOLPH3,HLA-DQB1,PARP1,POLR2E,STRBP,RBM39,CCDC71,ITGA3,ATP5A1,KDELR2,OSTF1,GRN,S1PR3,SGPL1,SEC61B,DIP2B,MED28,ABHD2,CEP70,ATP13A2,MICAL1,NINJ1,GLS,TRAPPC9,ABHD15,CNOT6L,VAMP8,SUMO2,EMP2,C19orf70,MID1IP1,SYNJ2BP,HDAC7,DCAF13,ARGLU1,UGDH,GNA12,PTTG1IP,SEC13,MORC4,YAF2,NMT1,ZEB1,TGFB1,SP100,CYB5R3,SERPINB6,ZNF12,BCL2L1,FUCA2,MDM2,RCN1,PRPF39,IGFBP2,KMT2C,HSPA5,SECISBP2L,FUCA1,LUC7L3,ZFP30,NACA2,ZBTB38,DYNC2LI1,NDUFB2,ERGIC3,PABPC4,POLR2H,DBNL,TBCA,CXCL17,SGK3,AP1M1,TBC1D10A,SLC4A2,PSMB6,ANAPC11,HP1BP3,CCPG1,LAD1,MEF2D,KDM5B,PSMB8,XRN1,GAA,ATP5C1,PIGS,UBXN1,PRICKLE2,STOM,C12orf49,MS4A6A,RPL32,GAS6,GSTK1,NFYC,SOS1,NDUFA8,UBXN4,CSNK1D,DNTTIP1,ATXN1,RETSAT,OGT,SMIM14,PYCRL,PDHB,DTNB,IFT43,TBX2,COMMD5,ERP29,FBXL5,ELL2,RAB4A,PVRL1,AKR7A3,SNX4,RPAIN,KRT81,POTEI,NOL10,HSD17B10,ANTXR1,PIK3R1,STX6,DTX3L,HK1,DDX18,NRAS,TIMM9,POLR3H,UCHL5,ZNF544,EIF2S3,POLR2K,ATPIF1,NIPSNAP1,QPRT,COMT,NPNT,CTSL,FEM1A,RNF167,MZT1,MTCH2,RAB22A,LMAN2,PNPO,BSPRY,RNASE4,FBRS,CD52,GUK1,KIF3B,DENND2D,EDARADD,TXNRD1,SF3B5,MAPRE1,POP7,SDHC,UBE2R2,ALDH18A1,MEX3D,ATP13A1,TCIRG1,PCBD1,CUL4A,GSS,SEPT7,EFNA4,ELF3,TBC1D2B,ARFGEF3,PARP2,MED15,CGGBP1,ZDHHC3,SFRP4,CALM1,C5orf24,RAB11A,MRPL51,LYPLA1,FIS1,MAP2K3,AMFR,FRS2,BABAM1,PFDN1,TAP2,NDUFA5,DTYMK,DCTN1,PSMB4,TMEM50B,DSE,SEC61G,STRAP,TMX4,AKAP11,CMC1,ORC3,SGMS2,NACC1,IGF2R,LONP1,NISCH,ANXA4,CCDC50,MYADM,HMGB3,MKL2,CHMP1A,TRPC4AP,GALNT1,CTSH,DENR,CHCHD10,GYG1,C19orf33,PAPD7,ORMDL3,C16orf89,SH3D19,RPSA,FAM120AOS,SCARB2,NAGA,LDOC1,HYOU1,CSRNP1,MYO6,GSN,SMIM7,TRIM41,PCBP2,ATP5I,BCAS4,DRAP1,SERF1B,LRRC47,CCNL2,LAMA5,EPHX2,PNP,PLD3,ROCK2,SPG11,PPP2R2A,GPR107,APMAP,TOLLIP,JMJD4,C5orf30,SRP14,DDX56,FCGR2A,RGS10,KIF13A,HERC4,LUC7L,SNRNP200,ATP1B3,NELFB,BTBD2,PRCC,UCP2,PANK4,SLC44A1,PNISR,PPDPF,ELF1,GANAB,DCAF5,HKR1,CLIP4,NFKBIB,VPS35,PRMT5,UCK2,DNAJC19,UQCRB,PHLDB2,BHLHE41,MLLT6,PDLIM2,USP47,HS6ST1,GDE1,LAMTOR1,RALY,TMEM167A,FBXO27,PUM1,KIAA1715,DYRK1B,NSRP1,RPL26L1,FUT8,LEO1,U2SURP,RPS4X,RPL22L1,DLST,ARAF,TM7SF2,SQLE,ARL5A,USP4,HACD3,COPS2,FAAP20,AK2,PPT1,PYURF,LGALS7B,TBC1D24,MRPS12,SIL1,LIMS1,UBR7,TADA2A,HADH,C6orf48,RPRD1B,NEK7,PSPC1,ZNF106,KPNA6,NR2C2AP,PACS1,RAB10,GLRX5,PABPC3,MTMR12,KCNK6,MAPKAPK3,KIAA1522,SLC50A1,AHNAK,PTCD3,SMARCB1,ANAPC16,IRX3,SLC19A2,TMEM87A,GNG12,ATP6V1G1,SCAMP4,ZNF664,SSU72,SAR1B,SFSWAP,ADAMTS15,UBXN7,PDE12,ATP6V0C,GLRX3,ELK3,ECHDC2,COL6A1,ECE1,NDUFA3,CD164,TPRG1L,NFIB,HSPA9,MRPL20,CUTA,MAP7D1,ARPC5L,PKIB,SPPL2B,DDX6,CDKN1B,APP,SURF1,SPIN1,SLC25A26,PPP3R1,DDRGK1,TCEB1,YBX1,ACTA2,MAP4,MRPL9,ZCCHC24,MBD1,FBLN1,FOPNL,PCMT1,RBM47,PSMA1,ZDHHC20,MSRB1,PTGDS,TXN,CAMLG,SNX3,MOV10,XPO7,GSDMB,FGG,HDGF,SEC24D,ZC3H15,KPNA2,HLA-DRA,CLK1,MED23,IER3IP1,TRMT1L,CYBRD1,ORAI2,COMMD4,CPSF3,TRIM27,SDC2,THAP5,E2F4,KIAA0430,IDE,ATP5J,HACD2,ZNF263,CREM,NHSL2,CARS2,MMP11,TIMM13,COPB2,LENG1,COASY,TSC22D1,TMEM259,GOLGB1,TSPAN1,CASP2,BROX,H1FX,IKZF3,MNAT1,ARFIP2,CCDC6,PRDX4,NFIX,TPP2,ZNF33A,SMARCA4,EDNRA,TIMM17A,SYNE2,BAIAP2L1,RGS4,IQGAP1,ATP6AP1,S100PBP,PLOD1,LRRFIP2,ATP2A3,SP110,PCID2,ACTL6A,UROD,PKDCC,GALNT7,MCMDC2,ATP5B,HAX1,DOCK8,IP6K2,CTDSP2,SLC25A29,GLT8D1,MRPS17,MRPS6,MYO5C,ALAS1,MAT2B,NID1,SLC44A2,TMOD3,ABHD13,VKORC1L1,TAF13,RYK,ALKBH7,MFSD2B,LTBP1,CYR61,MAGT1,TMEM30B,NEU1,CPSF7,PC,TWF2,MAP4K5,CD2BP2,GPCPD1,CACNA1F,NAGK,UBE2L6,CSTF1,FAM8A1,KCNK1,ARL2,RPS19BP1,SLC4A7,HRSP12,LTB,BEX1,EWSR1,ACBD3,APOBEC3C,PHACTR2,SHARPIN,TRIB1,ICE2,CTDSPL,CDK2AP2,GLOD4,CDK11A,CES2,CALM3,OLFML2B,COL16A1,UBE2N,ATP5G2,SAA1,CCT6A,INTS10,SLC11A2,RBM8A,LAMA4,CALCOCO2,COMMD9,TSC22D2,AP1B1,DHX9,DDB1,CCDC167,MYB,SNRPD3,ERGIC2,NUCKS1,ITGB1BP1,HEG1,CTGF,LMO7,BIRC5,CCNDBP1,ZNF688,MVK,CD36,ABHD3,CSAD,LOXL2,VPS16,AKNA,MBOAT2,AMOTL2,CEPT1,GRAMD4,PQBP1,RORC,MAN1B1,AP3D1,ANO6,EIF2AK2,FBXL20,CTNNBL1,CYBA,PSD4,SUPT6H,CLTB,ARCN1,CCNY,CLTC,GNAI3,MAPK1,KDM4B,THOP1,RHOT2,YIPF3,PCYT1A,PEA15,NOLC1,TMEM128,PDGFRL,IAH1,BET1L,SERPINB1,WDR90,FBXO18,ETV6,ATG101,SRSF1,MRPS16,CEBPD,AGPAT2,LAPTM4B,IFITM2,ZNF148,RNF40,EFHD1,PAM,EIF6,NCSTN,FUNDC1,ATP5G1,PMM2,TTC37,NDUFA9,C8orf33,DRAM2,SKP1,GSTP1,USP24,APIP,MTHFR,ZBTB18,TCF25,SRGAP2,HBS1L,MMP15,SDC3,SRRT,EPN3,GSK3A,MTCH1,PFKL,RING1,PIGQ,BRK1,UFD1L,TGIF1,LSS,CPPED1,PLK2,AIG1,BOLA1,DNMT3A,PSMC5,AGPAT3,PNMA1,KIAA1217,PSME2,BID,POMGNT2,SEC24C,UQCR10,BTBD3,DR1,TMBIM1,RPL27,PSMD12,IGSF9,MED9,LINC00493,CCT7,MRPL13,AK6,USP7,MAF,UQCRHL,MRPS15,ETNK1,PEX11B,TMEM50A,LIMD2,SEMA3C,MAPK6,CHCHD1,SPATS2L,CNOT8,MIER1,DAB2IP,JKAMP,PFDN4,HSPH1,AQP1,HDGFRP3,RAB24,PCM1,POLD4,CTDNEP1,GINM1,EXOSC6,CDK5RAP3,SUN1,ADNP2,TCAP,MRFAP1,EIF5B,CBR1,ADCK3,SMC5,GLIPR2,MAN1A2,PAICS,KLF16,NFE2L1,TMEM242,NCOR1,RAB18,LIMA1,FAHD1,IDH1,OXA1L,TINAGL1,PTCD1,JAK3,ISLR,GPD1L,SPHK1,UTP3,ANKRD13D,CUX1,NDST1,TMEM132A,STAG2,SLC6A8,CMBL,AMD1,PODXL2,KIAA0232,ADD3,PTPN11,NPTN,MATN3,SKIL,CHD6,FBXL17,UBE2I,NR1H2,TMEM30A,UBA2,TRA2B,GLTSCR2,TBC1D4,PLXDC1,MFF,RECQL5,NOMO3,NUCB2,SYNCRIP,CECR5,NBPF14,TRPM4,GREB1,RPL7,SUV420H1,UBE2Z,VAMP5,SOD2,RBM12,CD2AP,PCNX,SLA2,CARKD,TRAPPC2L,PAGR1,MKRN1,SLC12A4,PEF1,PSMD2,UBR3,PHF14,LAMB1,KITLG,CEP68,BRE,C7orf26,HSP90B1,FAM58A,MAGOH,BAG6,BCL7C,SSH1,AASDHPPT,CYFIP1,FAM208B,PSEN1,KANSL3,GPR160,RALGAPA1,MRPS10,C6orf89,GARS,NUDT2,USP22,SLC27A4,PARP10,CRACR2B,CD82,DBI,CDC42SE1,NSMCE2,SNX14,RBM28,DCP2,ADO,NT5DC1,TBCE,DKC1,FASN,RFC2,TMEM131,GMFB,DNAJB2,PSMC6,MCMBP,NONO,PTPN12,AARS,PML,NQO2,LAGE3,EPS15,HNRNPM,ELMO2,INSIG1,CD47,ARFGAP1,ZSWIM1,SPRED2,CSNK2A1,NUP133,WBP5,PRSS8,CA12,GBA,COG3,CYLD,CFAP97,TPD52L1,EFCAB14,POLR2A,MAGOHB,CUL4B,NCOR2,CCND2,RBM38,EIF5,RPL35A,IFNGR1,ZNF329,VWF,COA5,SNRPG,GGT7,C1GALT1,DNAJA1,CCNB1IP1,TRPS1,ATP6V1H,MICU2,LMO4,MED1,CCT3,WDFY1,ENTPD1,ALDH9A1,CHID1,IFI35,PSMD10,RNASEH2C,KCTD3,SERTAD3,NBPF9,CASP3,FLOT2,NUCB1,SBF1,TAF10,ANXA6,RAB5C,GRASP,TTC36,COA4,ACAA2,TRAPPC4,CIC,PPP2R4,EDEM2,KLC2,ASS1,NABP1,TRABD,VAMP7,KIFC1,GABPB1,AMOTL1,PCNT,CRYAB,ATP6V1F,ASL,ABCA3,FAM84B,C10orf54,LAMC1,SEC22B,PRPF6,MFN1,NSUN2,AREL1,ACAP3,CELF2,ARSA,RARS,TOB2,G3BP1,KIAA2026,ALYREF,CLPP,BCLAF1,CBWD3,BRWD1,DST,DGCR6,SYTL1,RPS25,S100A4,YIF1B,STX7,QRSL1,CCNF,ZNF644,GTF3A,VIMP,HIBCH,SNX30,FAF2,COX7A2L,OTUB1,KDM2A,TNKS1BP1,C15orf39,DSC2,VAMP3,U2AF2,ENTPD4,GPATCH4,PDPN,ARF3,TOP2B,STYXL1,IGSF8,ADAMTS2,NELFCD,PBXIP1,PLVAP,TMEM219,COMP,ATIC,GORASP2,PINK1,HSPA14,HNRNPA0,MTMR2,SPATS2,PPIC,TARDBP,COL4A2,GPBP1,FZD8,TGOLN2,FOXP4,VASN,CD248,MGAT2,EIF3C,TSPAN3,ZC3H7A,ETV3,SAMD1,EIF4EBP1,EMP1,ARRDC3,NSA2,AHCTF1,HIGD1A,CISD1,GBP2,TMEM192,PIK3R3,RNF216,WASL,TWF1,MEST,NPC1,FXR2,PEX13,UBE2V2,INPP5J,RCC2,CBX1,KIF16B,WDR82,COX6B1,PROSER3,SS18,TTI1,SDCCAG8,FMO1,ARPC5,MAP3K1,CA8,WNT7B,CASZ1,CLTA,ADRM1,ARID1A,POR,UGGT2,B3GALT6,GPI,AKAP17A,IARS,EPS8L2,EIF4B,FNDC1,FBXO42,TNKS,NAT14,ZNF609,COL6A2,GTPBP1,RPS13,TCF20,PPP2R5A,CMTM3,GTPBP6,C7orf50,SPOPL,IGF1R,WDR46,LARP4B,FAM20B,GM2A,PREPL,ADIPOR2,MUM1,MARCH9,CAND1,SKIV2L2,CISH,SF3A1,UACA,RAP1GDS1,ABHD17C,CCNC,NPIPA7,VPS45,FZD6,ZNF397,ASCC2,SCRIB,MRPL22,XPO5,C17orf89,FRMD6,QARS,MDFIC,EIF3I,PCMTD1,MOAP1,MTRR,DNAJB6,PMP22,ECHDC3,KIAA2013,FAM32A,TSC2,HSPD1,RPL17,ECHS1,PTPRS,BAX,ZFYVE16,ATG4B,HDHD2,CLNS1A,CD109,HNRNPUL2,TMEM119,DLAT,ZDHHC12,PJA2,AFG3L2,SPOP,OSTM1,SLC48A1,NCBP1,JMJD8,OXR1,LARS,NPIPA8,AP3S1,TSC22D3,RRP7A,BCAR1,RC3H1,NDUFB3,MYCBP2,G6PD,SRSF10,PKN1,CPEB4,MSL3,CHD3,TRIM33,RNF20,MAGED1,MTHFS,MZT2A,BRF1,NAIP,TOMM34,NARF,PLS3,SMC6,DEGS1,EPB41L1,RMND5A,PIEZO1,TCP1,CYBB,THOC7,CSNK2A2,RXRA,CDK2,PSMD13,VTA1,RC3H2,SASH1,GNAI2,UXT,TFRC,SCOC,RAB25,E2F5,ZW10,MSTO1,GON4L,IBTK,NOTCH2NL,EDEM3,SPP1,SMIM1,COPS5,BTBD1,LPAR1,MROH1,UBFD1,HADHB,LPP,UHMK1,TRIB3,RARRES2,EMC1,TRAPPC3,PSMD11,STRN3,PRAF2,GNB5,MISP,CDC42BPB,ALDH3B2,RBM26,ARHGAP23,DCAF10,STAT2,PARM1,DICER1,TMEM222,IPO7,ZBTB11,SPRED1,PSMD6,TFDP2,RNF44,FOSB,FAH,ASPH,UEVLD,PLCG1,SDF2L1,OCEL1,BAG3,DYRK2,GCC2,PON2,IFI44L,LPPR2,AGPS,PIP4K2C,CEBPB,ECI1,ANAPC1,BOLA2B,PDE4DIP,G3BP2,SEC23B,NGLY1,P3H3,MYO10,REST,PKP2,ATAD3B,TAOK2,BAD,WDR3,SELO,MVB12A,MTR,DCAF12,TRIP11,TRAPPC5,GLUD1,PYGO2,HMGN2,EGR3,HNRNPC,RARG,SYNRG,RNPS1,DSG2,CIAO1,DEPTOR,SZRD1,NAT8L,LUM,SNRPD1,EIF3J,LAMB3,SLC35A2,FZR1,IRF2BPL,LDHB,ZNF335,DIO2,MATR3,ZNF280D,SH2B1,FAM96B,RBPJ,ATXN7L3B,MTL5,SNAP29,NDUFS3,HSBP1,MAU2,AK1,ZNF655,PSMD14,CC2D1A,TUSC2,SLC35E3,CCDC132,ACO1,KIRREL,IL6ST,CCDC80,CITED4,SMUG1,SLCO2B1,CDK11B,SEC62,FAM83D,NSUN5,LTF,TPI1,TRAPPC12,CYB5R1,LYRM2,PRPF4,PLAT,MRPS22,NPDC1,PSMB7,KIAA1109,UQCC2,CCAR1,PLXNB1,TCAF1,TMEM70,SMDT1,MUCL1,TNK2,STK4,NCCRP1,CATSPERB,SEPT9,SEC14L1,TAF15,CNIH4,TERF2IP,TMEM167B,ISCU,DNAJB11,THRA,CTDSP1,NEMP1,SFT2D2,CAPRIN2,C11orf24,UBALD1,IL20RA,GALNS,KLHL42,MAX,CHURC1,CAT,ZNF22,ZFX,PIK3C2B,SUZ12,COX14,CHMP7,ZBTB37,ANKRD17,PALLD,CPT1A,NAA60,MTA2,ZNF703,ADCK5,PSMC3,ACOT13,YLPM1,LXN,TERF1,TMEM109,C19orf48,CRTC3,EIF3A,LSM2,ZNF467,AP1M2,ISG20L2,LARP4,RHOD,CD99,ATP5J2,NRIP1,APTX,ULK1,YTHDF2,UQCRFS1,ADD1,FAM89B,PPFIBP2,CRIM1,AIM1,ABLIM1,EMC10,SEL1L3,SORL1,MFSD6,PRKAG2,IMPACT,RNF2,NRP1,TBRG4,TRIB2,PTPRG,HM13,FAM83H,AIP,MAP3K11,LRRC8A,TBC1D17,HSF1,GMPS,XPO4,VAV3,NGFRAP1,SNAPIN,SUCO,NOP10,NPEPL1,MYSM1,WDR26,CSGALNACT2,BPHL,MARK3,LAMTOR5,EMC7,C14orf1,CNDP2,UFM1,DDX49,HN1,CABIN1,C3orf14,HGS,KRT10,CHD4,NDUFV1,POM121,TELO2,PHF5A,NTN4,PBRM1,UBE2E1,CKS1B,PICALM,EVI5,PDCD11,SSRP1,RGS1,BTBD6,UBE2E3,PPM1A,STIP1,MRPL41,NEK9,ANKRD36C,MIA3,MAPKAPK5,CUL9,ITSN2,SPTY2D1,C19orf66,SNX21,ITPR2,AGFG1,FRA10AC1,MFAP1,RGPD6,NBPF12,CST6,EPCAM,BIVM,NGRN,EMC3,PCDH7,USP48,CLPX,MEAF6,SMARCA5,CFB,EFNA1,PCBP4,C2orf68,TTC39A,RMND1,ENOPH1,PCK2,MRPS27,BLCAP,FUZ,RNF166,CDV3,MORF4L1,ARID4B,ARHGAP29,UPF2,RNF146,DDA1,PHYKPL,DIDO1,ZNF91,PLEKHA6,ATP6V1D,MCM3AP,CHMP2A,TGFB3,UBE2E2,CBX5,COPRS,ISY1,ODC1,REEP3,NBEAL2,ANAPC7,C1QBP,PDCD6IP,OTUD5,MBTPS1,CPQ,LEPROT,USP28,TLDC1,CXorf40B,CYTH3,SLPI,PIKFYVE,RPS6KA4,ZNF573,UTP23,MTX1,ACTR10,IP6K1,ENPP1,APOC1,TBC1D23,TMED8,ARHGEF2,HEATR5A,SUGP2,ARL8B,MOB1B,DAZAP1,PEG10,CILP,C16orf72,YWHAG,ARHGEF6,NUDT4,STK26,CCDC74A,TXNDC16,PCGF5,MRPL27,EFNA5,INPPL1,TSPYL5,DARS,NUDT21,ITM2A,SMARCD3,MAP4K4,C1QB,CSNK1G2,NF2,ZNF260,SVIP,REXO2,TAF7,HID1,BMI1,APPL1,CDKN1C,CAMTA2,TAF9B,GJC3,BEX4,CCDC109B,MCFD2,SMAD5,UBE2Q2,WFS1,MTMR14,IFT46,GTF2A2,CDCA4,PRKAG1,AXL,CD2,RANBP3,HEXA,RGS12,RAB31,TPGS1,LIMK1,ARFGEF1,PECAM1,RB1,C19orf25,FAM53B,PLA2G12A,PAPSS1,HNRNPH2,RUNX2,ODF3B,HOMER3,CMIP,NPLOC4,TOMM22,DUSP5,MYLIP,FKBP8,SACM1L,EPSTI1,ARF6,TMEM183A,MRPL23,MPRIP,CNBP,ILF2,FHOD1,STAU1,MRPL43,GATAD2B,C2orf54,ATF7IP,CORO1C,CCND3,DCAF8,TMEM189,WWTR1,TCEAL3,PPP2R3B,LIMD1,SLMO2,ZNF791,DCXR,CHM,TRAK1,TMEM115,DTX2,XPR1,DCTPP1,RBM14,RAB3D,SHOC2,C6orf62,EGLN1,AHCY,SEC16A,NUDCD3,MICAL2,ITPK1,SNX6,COX11,CUEDC2,DUSP3,RASEF,FBXO6,ELOVL1,SARS2,FDX1,CRY2,CKS2,CLINT1,TRUB2,MANBA,YAP1,BRI3,ARHGEF26,VPS13B,PPP2R5C,IFT122,ATXN10,LMTK3,HMCES,DIXDC1,ITPR1,RND3,MRPS34,NCKAP1,MLLT1,TMEM62,GPT2,PTPRK,GNL3,CTBS,THTPA,ZDHHC18,NOTCH3,LARP1,TXLNA,ADCY5,AP1AR,TPRKB,SRGN,CUL5,CSNK2B,STX5,SCRN1,ACOX2,DNAJC21,GNG5,TP53I11,PPP4R1,HIPK2,HLA-DMA,ZPR1,PPFIBP1,DPP3,EEF1G,ATP6V1E1,RUNX1,CREG1,HECA,MAGED2,FABP5,SNAP23,HNRNPR,HPX,YWHAE,ERLEC1,KLC1,ATP1B1,RAD21,GGA2,LAMTOR2,ATXN2,CMTR2,CRIPT,DNAJB14,TARS,PEX26,FAM160B2,WDR33,IQSEC1,HOXD8,TPST2,IRF2BP2,ACTR2,TUBGCP2,PLEKHH3,EMC9,ITIH2,CDC16,FZD7,WAPAL,FAM192A,N4BP1,SAE1,MCF2L,UCK1,USO1,MAP1B,FAM177A1,CYSTM1,ACLY,ELK4,IWS1,CDK13,PHAX,DDX21,KCTD15,YTHDC1,ABHD17A,HIST2H2AA3,SH3BGRL3,EIF4A2,CHCHD6,BRMS1,PPP3CB,ARAP1,ABI1,ZFC3H1,SRPX2,TSPAN9,RSRP1,ARMC1,EPB41L5,PRKAR2A,PRNP,KDM6A,SERPINA1,CCDC57,LLGL1,PDCD10,USP14,GMDS,ALDH3A2,C9orf69,ATP6V0A1,GPAA1,XPO1,ZC3H18,CBX4,CENPB,CA2,MRPL14,ZC3H11A,TMEM54,R3HDM2,GNPNAT1,D2HGDH,ARMC8,CHMP2B,CCL2,C9orf78,USP21,PARN,TTC14,LSM1,TOP1,ARHGEF37,ZNF623,SFN,LIPA,APOL1,PAWR,MCM6,ZDHHC24,GALE,U2AF1,LHPP,ARIH2,SYT12,PRPS2,GPR108,DLG5,GOLIM4,RANBP2,YTHDF3,HAGH,MTHFD1,RNPEP,PRKD2,COBLL1,SLC35B3,GABARAPL1,NUS1,METTL17,KIAA1191,CAB39,FLI1,CTR9,SPINT1,REEP6,ZMIZ2,SEC14L2,IVNS1ABP,ZCCHC14,UBN2,ALDH7A1,STK40,ZDHHC8,TBC1D5,EHD1,UBAC1,PPP1R7,MIB2,MLEC,CAMK2N1,TAB2,FOXK1,HES1,TRAF5,SAAL1,CARS,HES4,LEPROTL1,SSBP4,KAT6A,LYZ,HDAC3,TIMM8B,ABCC5,TMEM97,LAMB2,CPE,FAM98C,ILF3,EPN1,INSIG2,SKIV2L,EBAG9,P2RY11,FBXO25,SCP2,FKBP9,ZNF326,IFT52,SREBF1,CDC42SE2,MAST2,NDUFB5,SUN2,ZNF687,TPSAB1,ANKRD13B,AKT1S1,SEC23IP,SMIM12,GNA11,TMEM98,ANAPC4,DUSP1,USP36,MT1G,B4GALT5,MRTO4,APC,CSRP1,ANGPTL2,PCF11,STX16,DGKZ,C14orf166,CFDP1,NMRK1,RNPEPL1,PACSIN2,FNDC3A,ZMPSTE24,SLC39A9,ITGA11,ZFP91,NT5C,TM7SF3,PEX6,MGRN1,NMRAL1,TUBA1C,ALDH1B1,FAM173A,CERCAM,ITPRIPL2,CADM1,SYVN1,FBXL4,MMADHC,APPBP2,IFT140,SMPDL3A,SH3BP2,SAYSD1,SLC8B1,C17orf85,NBPF20,OSBP,LETMD1,SLC35E1,IRAK4,RNF181,SOS2,FRMD4A,RNH1,RHOQ,GREM1,FAM102A,ZNF274,CETN2,ICA1,PHPT1,CLSTN3,SF3B2,FXR1,SPON2,RDH14,METTL9,SLC39A10,MPDU1,COPS6,NUPR1,PRPF4B,PREP,RECQL4,SPIRE1,PIP5K1C,MARCH2,FAM83F,LTBP2,RAF1,SVIL,BOK,CAPN7,RNF141,SORT1,SSSCA1,SRM,PPP4R2,NARFL,MEGF9,TES,FAM198B,KLHL24,MTA3,PPP1R18,SLC20A1,AKR1A1,SLC5A6,FLCN,DVL2,CNOT11,MYO9A,VPS26A,ATP2B4,TBCD,ZFAND3,KIAA0040,SEPT11,TGIF2,HTATSF1,DHRS4,NDUFS5,SLC44A4,CERK,IRF1,NDRG3,FNBP4,MRPL40,NBPF10,CANT1,AHI1,HMHA1,PDCD2,IKBKB,SIDT1,RARS2,RELB,EIF3L,SPR,RRAS,H2AFV,PPM1F,TMCO3,MTOR,PGGT1B,NR3C1,C22orf39,SNRPN,AGAP2,F13A1,RAB34,RASSF4,KRI1,IFNAR1,GRPEL1,EIF2AK1,FAM120A,LHFP,UBA3,OSBPL1A,KIAA0368,AKIRIN1,MRPL47,SAV1,MME,ECHDC1,SUPT4H1,PSMA3,NDUFS8,PARP9,UBA7,PLXDC2,R3HDM4,TIMP1,AAMP,TADA3,GTF3C2,ZEB2,SHTN1,SREK1,KBTBD2,TK1,ALDH2,IMP4,CDK2AP1,ASNSD1,GFPT1,KCNS3,ITPA,PFKP,INPP4B,NFX1,DYNC1H1,RNF41,TXNDC15,PTPN23,METTL2B,AKR1B1,UBA6,NBAS,LDLR,SENP6,MTFR1,POLR2L,SLC3A2,FAM107B,SC5D,SOCS6,ACVR1,FAM134C,NABP2,MYO1C,FCHSD2,GAPVD1,VDAC2,NKIRAS2,TSPAN17,BBS2,UBL4A,DKK3,MAP3K4,MED10,CACUL1,SDCCAG3,GADD45B,LRRC14,ACTR1B,DNAL4,KDM5A,TMEM256,TMEM9,NCOA6,MGLL,BAG1,FAM20A,TXNDC12,REEP5,MARCH8,MXD4,ENOSF1,SRP19,RCOR1,SAP30BP,CDC5L,SPG7,ABL1,SCARF2,YPEL5,SNRPF,GOLGA8B,UBE2W,HIP1,EP300,PTRH2,MCTS1,C6orf1,RNASEK-C17orf49,WASH1,GJA1,ARHGAP32,MYBBP1A,MRPS26,SUMF1,ZHX1,DEK,CHTF8,ST6GALNAC2,SLC1A5,GOLGA7,LHFPL2,LGALS9C,MRPL18,TTC19,C18orf32,DENND5A,KDM5C,ATG12,ANKRD52,NBPF15,IRF6,RNASEH2B,PYGB,FAM35A,SLC31A1,AHR,WDR74,NDUFB1,ZNF121,KIF1B,TMEM19,LRFN3,CINP,SCO1,PHF20,TRIP10,PPHLN1,FBLIM1,EFEMP2,EIF1AX,MBD6,LLGL2,SEC63,CHD1L,HMG20B,NR4A1,SEPT6,ZFAND6,UBE2S,HDAC5,NOP58,TMEM214,METTL7A,MAP9,CST1,TMEM176A,KPNB1,SIX1,MRPS18B,POT1,LZTR1,TMEM55A,EGLN2,CEP57,PSMA4,PITX1,DHRSX,TMEM160,MRPS2,EIF4G3,RRAS2,COPZ2,POLR2J3,PPIF,PDPR,OGFR,CH507-152C13.1,TCERG1,WDR13,ZNF7,FAM127C,ATN1,TSPAN5,RSRC2,NFATC4,EIF2B5,BMPR2,TRADD,TFAP2A,CREBRF,COL5A3,HEATR5B,VPS25,PPP1CB,FBLN2,SHMT2,DCTD,FNBP1,TACSTD2,ZCRB1,SMAP2,TOPBP1,WDR81,RFC1,NCAPH2,DFFA,HIATL1,RNF115,GGNBP2,EIF4E2,RAB21,TPP1,TRIM8,DGKH,HCFC1R1,TMEM223,FGFR1OP,COL11A1,ZNF768,MCM4,AC004556.1,FAM98A,NDUFV2,VBP1,DGUOK,CLSTN1,SHISA4,NEDD8,DCAF7,CXCR4,SSC5D,SLC43A3,TMBIM4,TRAPPC11,ACTR1A,FANCF,VAT1,BET1,PRRC2C,SIK3,RAB6A,KNDC1,SLC12A8,GCLM,ABCE1,CYB561D2,MPHOSPH6,PSMG3,TCEB3,FBXW2,SLC30A1,DEDD,HNMT,CNIH1,RSU1,SP3,PIP4K2A,RHPN1,VPS4B,TMEM129,DUSP16,WDR36,SMYD3,CBLB,RPL39L,PI4KA,SLC39A7,HDHD3,ZC3H3,ALG14,pk,KXD1,NECAB3,IRS1,UNG,CORO7,C11orf58,SNRNP25,CCDC64B,FBN1,EPB41L2,CXorf40A,C1orf56,PARVA,SURF4,ATP6V0E2,GMPR2,ST3GAL4,NDUFS6,PMVK,SIAE,UBQLN1,WDR45B,CDIPT,NREP,GORASP1,NUDT1,GPC1,CD14,UBXN11,NOL11,ORMDL2,PPP2CA,BCL6,MSANTD3,NADK,NUDT22,BLVRA,CDKN1A,ZRANB2,UBE2G1,C15orf48,PSMA7,PHLDA3,CERS5,SRSF4,ZBTB7A,GPR157,STIM1,SPTLC2,SLC35C1,XAF1,RAB15,BAZ2A,H2AFY,CHKB,PDZK1IP1,TTLL12,PLXNA1,ACP1,KPNA4,CSK,PRKRA,UFC1,ETV5,RBCK1,CAD,MRFAP1L1,FAM21C,PRPF40A,HMGCS1,PNKD,TTL,ZFHX3,C21orf33,GATC,FAM114A1,ZC3H13,TP53RK,MYEF2,CTSS,FAM73B,BAZ1A,MSR1,IFI44,POLDIP2,SECISBP2,RPA2,TLN1,RABGAP1,RABGAP1L,RFWD2,YWHAH,KRT14,IST1,TFAM,IMPDH2,PPAN,PLOD3,AMZ2,PDE7A,AFF4,HS2ST1,PNMT,SAFB2,PRKACB,NMD3,FAHD2A,MED13L,NAPEPLD,KDM6B,GFOD2,YBX3,KIF1C,GRHL2,CFH,SOCS3,PHB,HDDC2,SLC25A25,POLR2G,ALG5,ARFGEF2,SPAG7,TBC1D10B,MT1X,ABCA2,FBXL15,COQ4,SF3B1,ARSD,KIFAP3,TSPAN6,PPP1R26,GGCX,BCAS1,TSPYL1,SDE2,EGFL7,RNF217,HLA-DPA1,FAM199X,LSM6,DDX1,VEZT,ABHD14B,CMTM8,POLR2D,ABCD3,DIAPH1,NEDD4,BLOC1S6,CLUH,TMEM199,CDC42EP4,BSDC1,PRKAB1,PEX2,FASTK,STT3A,TRIQK,ZNF552,PKN2,BDH1,ARHGAP30,YBEY,OSER1,SLC30A7,KARS,SLC2A3,TMEM127,RPS6KB2,DHFR,CLMP,NSF,EVL,ZNF384,FAM156A,BRD9,RASD1,C11orf49,BMP1,MSN,NUP98,ATP5S,AGAP3,TNRC6C,KLF9,TMX3,BRD2,PSMD1,TPBG,SF1,ZMIZ1,HEXDC,PAFAH1B2,FAM204A,NXF1,HOOK3,STRA13,DPY30,TAOK3,PNO1,RASA4B,ARHGAP21,TBC1D16,GADD45A,SNX19,DTNBP1,UBALD2,SDF2,PDS5A,CHAMP1,NFKBIA,SH3RF1,BAZ1B,PLAGL1,ARRDC1,SGSM2,MB,ZNF783,GPS1,DNAJC5,GCN1L1,TMEM63C,CEBPA,HSPBP1,FAM168B,POLR2C,SPAG9,ACADSB,PIH1D1,RUFY2,URM1,AP5M1,ATG5,FOXP1,SLBP,NEK6,SPECC1L,CDYL,TM9SF4,AP3M1,LGALS7,PSMB5,VAMP2,RNASE1,TC2N,BRD7,EDC4,RAP1GAP2,LRIG3,KPNA1,FNDC3B,STAT6,AVL9,C8orf76,MPI,SPTAN1,EID1,SLC45A4,MAP3K7,GGH,MRPL10,PGM3,MANSC1,SNRPA,DNAAF2,TMUB2,TMEM251,TXNDC17,RGPD5,MAPK14,ABCF3,TPRA1,SLC52A2,ANAPC13,BRAP,CNP,PIK3C3,TLK1,SBSPON,USP8,DGCR8,JUND,HDAC11,CHCHD5,SCO2,SBDS,EXOSC3,FBXO9,C4orf27,DLD,FRYL,CDC27,RHOV,DOPEY2,ASPSCR1,TMEM164,FAM45A,WRNIP1,SNCG,ME2,LURAP1L,AKR7A2,MUL1,C15orf59,OCLN,LRIG1,MOB3A,C1orf27,FAHD2B,BIN1,C1D,ADPRHL2,ACKR3,METRNL,ZNF146,GOLGA4,SAMM50,RIF1,PHF23,ATF3,PEX11G,ABI2,SYTL2,CSF1R,PLEKHO2,CRAT,KCTD10,EXOC5,HIVEP2,MLH1,SOWAHC,NBPF1,NCBP2-AS2,PRMT2,TRMT5,MRPS5,GSKIP,ELL,LGR4,KDM3B,CYB561,CNPY3,COL8A1,FAAP100,PISD,TATDN1,BRI3BP,FGB,POMZP3,NCK2,NSMCE4A,NTHL1,DGAT1,PDS5B,LEMD2,SMARCE1,NDUFA6,FOXD1,PPP6R2,ETFDH,IFRD1,GUF1,VPS54,EIF1B,ZNF292,UNK,PHF2,RPRD1A,YIF1A,PHF1,ITGAX,ATE1,EMP3,SLC37A4,USP6NL,TAF5L,UBQLN2,GGT5,TIPIN,PREB,AFTPH,GJB2,HERPUD2,TSPAN15,NT5C3A,TBKBP1,POLD2,SLC35A1,PEPD,SGTA,HSDL2,PAK1IP1,RAB3GAP2,SF3B6,MRPL32,VARS,PDGFRA,TIMM44,LGALS9,NAE1,LIMCH1,KIAA0930,RAB3IP,MYCBP,EHMT1,ZNF518A,COA3,CCDC94,IGBP1,ZDHHC5,SENP7,PIGX,LSP1,ANKRA2,YPEL3,PCMTD2,CLIP1,IL32,PURA,C19orf24,NFYB,ZP3,WBP2,ABCA1,BTBD10,HMGN3,PXDC1,B3GAT3,IRF7,GPC4,CYB5B,TRMT1,NFATC2IP,ATP13A3,XPNPEP1,IFT57,SCYL2,DNAJC13,ZFAND2B,UMPS,MACC1,SERF1A,C10orf76,TRRAP,NSMCE1,ZNF776,TRIL,RAB5A,SETDB1,RRAGA,HNRNPAB,CD48,PITHD1,ACSF2,RBM42,ARMCX2,RABEP2,SRPR,SDHAF1,JOSD2,DBN1,SLC25A44,ST6GALNAC6,PARP12,ZBED1,NIPBL,CEBPZOS,KCMF1,OGFRL1,HSPA4L,SUGT1,IFIT1,NDFIP1,FAM134A,ZBTB44,UGCG,SMU1,SLC25A46,C8orf4,SLC16A3,MYO1D,BPNT1,POLE4,FBXW9,AP3S2,RNF185,SLC46A1,MEF2C,CDT1,DNMT1,CCDC14,NPIPA3,CLDND1,MX1,CIZ1,DSN1,SLC2A10,JAG1,STK25,ARHGAP4,HEXIM1,CDK10,SYNGR1,SLC33A1,ARID1B,CAPS,TRAPPC13,SNAP47,RALGDS,C16orf13,FBXO46,PNRC1,B4GALT2,BCKDK,EIF4E,FHL3,USP10,ID1,GSDMD,STARD7,UQCC3,SCRN2,FEN1,TXNRD2,ARFGAP3,DHX37,FNTA,MRPL21,SMCHD1,ATF6B,DHX36,VCAM1,NAB2,ATRN,BRD3,FAM208A,TMEM120A,SBNO2,SNX29,CLEC11A,CAMSAP3,CCDC25,THAP4,FOXO3,KIAA0101,PEX5,INPP4A,CYTH2,RBX1,H6PD,FAM127A,SOX9,ELK1,HYAL2,MTFR1L,FBXL19,C4orf32,NDUFAF3,MACROD1,MARS,SEMA4C,TMC6,SNRNP40,E4F1,SNX27,PDXDC1,ZDHHC9,SREBF2,SLC16A5,ARID3A,TSG101,ZER1,SSH3,ZNHIT2,NUP50,TPRN,TUBB6,INHBB,FAM3A,CHFR,LSM8,TOX4,ECSIT,MPC1,GLIS2,MED14,JARID2,HSCB,OBFC1,EIF2B4,RERG,WBP1L,RAB27B,LAMC2,RBM15B,KIAA1468,AKAP1,THUMPD3,TJP1,SLC25A4,ING1,MYBL2,BOLA3,CCDC88C,FBXO28,RPUSD3,MRPL11,DIS3,PPP2R5E,C7orf55-LUC7L2,KIAA1324,FAM111A,TCEAL1,C8orf82,BANF1,CLEC2D,BNIP2,TNRC18,SHROOM3,HEXB,SCGB2A2,RNF38,AHSA2,MGEA5,SMARCA1,SCAP,DNAH14,SMARCC1,DHX38,TRAPPC2,PLCD3,ZNF83,IGFLR1,STAT5A,PLEKHA1,USP38,MXD3,TBC1D9,LCP1,SCAMP1,PRRG4,IQCB1,FOXN3,TK2,EIF2AK3,NEIL2,CRAMP1L,RALBP1,PAPLN,CD99L2,PDRG1,ZDHHC7,TMEM150A,ANXA11,NT5DC2,WDR45,SLC29A1,IGFBP3,CASK,MRPL52,PITPNA,DNPEP,UBP1,DCTN3,CFAP36,OTUD7B,CCDC47,DDX27,RPGRIP1L,ZNF587,PRKACA,RHBDD2,TOR1AIP1,UBE2Q1,PLBD1,PMPCB,PHKA2,SUSD6,MFSD5,AFF1,ELAC2,TRMT61A,PIGK,ACADS,APBB2,HSH2D,MED22,SRF,UBE2H,SLC35B1,MED13,SH3PXD2A,VPS13C,RALA,PDZK1,ZC3H7B,TOP2A,SF3B4,PNPLA2,DBNDD1,DUSP12,COMMD7,FSCN1,PIGG,PLBD2,LRRC58,BTF3L4,SLC25A11,PPP1R9B,LPCAT2,STAB1,ME3,SAT2,NRBP2,INTS6,A1BG,BIK,ATG14,NUPL2,DCUN1D1,AKAP8,TMEM175,PHC1,HRAS,MGAT1,PDCD5,PDPK1,CEP250,LIX1L,DEF6,TPD52L2,SOX13,C11orf73,RET,PDCD6,CCDC117,TVP23B,RNF187,ANO5,TACC1,USP19,FECH,ASMTL,RAB9A,PSMB2,SLC19A1,TRMU,CAMK2D,ZNF672,IDH3B,NUP43,TCEAL8,P2RX4,NDN,COL8A2,POFUT1,YEATS2,TMEM245,GRPEL2,USP3,BCAM,DNPH1,TRUB1,TMEM8A,ACIN1,ASB8,FMR1,JAM3,VDR,FRG1,NDUFB8,SH3BP5L,SURF6,SMPD4,APBB1,NASP,PLEK,ITSN1,GPR180,MRPL35,RBM23,RBBP7,POLR1C,FAM174B,NUP210,SIX5,TRIM13,LAMTOR3,RAB11FIP1,NIFK,CD93,CDR2,GNB4,RAB35,ITGB3BP,THOC3,SAP30L,NOP16,PSMA6,MNT,F2RL2,GGPS1,PATZ1,DIMT1,EIF2AK4,SMAD2,RYBP,RP11-1212A22.4,USP5,RNF4,CLDN12,PCCB,ERP44,DENND1B,TRIM38,QSER1,HEBP1,PLEKHA2,PXMP4,ZFPM1,ESRP2,NUDT5,MOCS3,CLN6,ZCCHC6,LMOD1,GABPB2,GUSB,SERTAD2,PRDM2,C19orf60,MRPL16,HECTD4,TMEM106B,FCHO2,MARC1,ZNF692,CRCP,CTNNBIP1,PTPN6,EBNA1BP2,EXOC1,MGMT,MOSPD1,TRMT2A,FAM102B,RNF170,ATF2,GMPPA,TMF1,TEX261,CELSR1,ENKD1,C9orf142,CACNA1H,LRRC59,NR2F1,GNPTAB,C18orf25,IFT27,MAP7,EXT1,PTGFRN,SMTN,PACSIN3,PPP5C,POLG,PLEKHG3,ZNF24,MUS81,PTS,DHRS3,FHL2,TMEM260,FAM171A1,FLII,ADPGK,GLG1,PMPCA,PIN4,RAB14,AAGAB,AC007325.2,MUT,UPK3BL,BCAP29,FAM168A,FAM20C,DIP2A,DECR1,SIPA1,SLX1B,CPSF2,MMP9,LARP7,WNT2,FYCO1,ARL1,ODF2,OAS2,TRIP12,RAMP1,CRISPLD2,PRKCH,RALB,SOX12,RNF26,SRGAP2C,TMEM86A,BICC1,IPO8,PLRG1,THEM4,MRPL46,SLC27A1,PDHX,DOCK9,PTGES2,FAM206A,DMXL2,TOM1,WLS,DHX57,PTPMT1,PAN2,CP,PODN,PIK3R4,RRM2,KMT2E,DDX42,IRGQ,TRIP6,EPPK1,GBF1,MYO5A,ACP2,SAP130,PTBP2,PHACTR4,SLC30A9,SERGEF,MPDZ,MTX3,ST3GAL1,PTPN14,CYP20A1,TMTC3,PDLIM3,ROCK1,BRPF3,FLOT1,NOB1,DLG1,PPAP2B,PAK1,CRB3,ZNF668,ARNT,AHSA1,TANC2,LPIN2,MAPK3,HIST1H1C,TVP23C,RNF13,HMGXB3,LAMTOR4,TULP4,TTC7B,POLR2F,FSTL1,PIN1,TEX10,ATAD2,SCAMP3,PCED1A,ANGEL1,DDTL,IL17RA,P3H1,ARMC10,COG4,DDI2,EXD2,MICAL3,ATG9A,LBR,TPR,IFFO1,HNRNPA1L2,REL,AIDA,FPGS,C1orf35,ANKRD28,PLCXD1,ANKRD12,ATXN7,TRIM11,GOLPH3L,RNASEH2A,SFXN4,DMKN,TMEM168,AHDC1,TXNDC9,NUP153,ULK3,PKD2,ARPC4,RABL2B,SMG9,SRPK1,TMEM5,PXN,UBE2F,DPY19L4,UBE2J2,CADPS2,SWAP70,MS4A7,TNFRSF25,EXOC2,NAPG,TTC17,FEM1B,VARS2,SIAH2,ZNF562,ABCF2,B3GALNT1,CHMP6,ATG2B,PPP6C,SIRPA,ZNF316,DYNLT3,CHST15,SCPEP1,PRKRIR,SRP68,MIB1,KIAA0319L,TBK1,PHF3,GTF2H2,DDX24,SH3YL1,GNPAT,ITGA6,ARID4A,POP4,PIP5K1A,CSF2RB,GOPC,FOXRED2,COL14A1,TPCN1,FAM214B,RHEB,NF1,AMDHD2,SH3GLB2,TEX2,TMEM176B,EPS8,KAT2A,PCGF3,SEPT10,NDRG2,OST4,ZMAT2,ARHGEF7,MALL,MEX3C,CKAP5,AKAP13,FAM86C1,MON1B,NAPRT,RGCC,MIER2,THAP7,POMT1,ZMYM4,MZB1,DAB2,KAT8,MREG,DDIT4,GTF2A1,TRAFD1,RBFOX2,GTPBP2,TMEM254,LYRM1,ATAD1,DNAJC15,PGM1,SYMPK,EPRS,CRK,AK3,ATG13,ARPIN,NFKB2,HSPA2,N4BP2L2,ETS2,ZNF814,C19orf47,YEATS4,DDX54,BUB3,NUP62,PPP1R15B,HOOK2,ENC1,SRGAP2B,UXS1,SESN1,NAA35,IARS2,TLE2,C11orf1,LRG1,IPO11,MGST2,USP12,GAMT,SIRT6,EXT2,RRAGC,SGSH,GNB1,LOX,CHORDC1,MRPS14,TBL2,PTPRU,MAP2K7,ARIH1,NUP160,SARS,PDAP1,UBE2A,SETD3,PHF11,CTXN1,SAP18,ZG16B,SIGIRR,TNFRSF14,UTP6,PPM1G,ST6GAL1,IMP3,LIMS2,UBQLN4,EMC2,NBN,BAIAP2,ACOX1,MAN2A1,NFRKB,KIAA0907,CREB3L2,LDOC1L,SMIM10L1,C6orf106,CHPF2,USP39,MVD,ZRSR2,RUFY1,RPS6KA3,MICALL2,RNF144A,CCNT1,ZNF32,POMGNT1,SMARCA2,ZNF593,CCT8,TBC1D20,COA1,RPA3,DCBLD2,ABCB10,COQ10B,SESN3,FAS,DPM3,FDX1L,PARP6,RNMT,RNF138,CNNM4,ACBD5,PLAUR,SPG20,GOLGA3,WDFY3,CCDC12,MLST8,SNAI2,ZKSCAN1,CUL2,PDDC1,CCDC115,PPM1H,ASXL1,UBA5,SOD3,SETD6,SLC25A17,ENTPD6,NAT9,SORBS3,FAM133B,RABIF,ATP6V0E1,TRAK2,SRA1,TBC1D22A,DHX35,TCN2,RAB12,OXLD1,TMC4,UFL1,C5orf38,MCM5,ZNF512B,SSFA2,PRR14,GLB1L2,TRIM24,ANGEL2,POLR3E,TBC1D9B,YIPF1,ACOT9,CDC73,C22orf29,JAGN1,ATP5L2,GPD2,XPO6,KLHDC4,CPSF1,KIAA1033,DMTN,PRKCSH,NSMF,TNKS2,EME2,TRIM44,C21orf2,DCHS1,GIGYF2,RNF145,FAIM,UBXN2A,C6orf47,TTLL3,TEAD3,TNS2,ORC6,ATP8B1,ZNF117,DLG3,POLE3,ZBTB41,SETD7,ERMARD,S100P,VPS4A,ZBTB42,ERCC3,RICTOR,SMIM19,ICAM1,CHSY1,ORC4,EXOSC4,HERC1,CTCF,TBCEL,NUDCD1,ZSWIM4,NDUFB11,RBBP4,ITGA5,ABRACL,MTERF3,SRD5A3,CCNB1,NME1-NME2,WDYHV1,CPSF4,FERMT2,GUCY1A3,R3HCC1,RAMP2,RTF1,TFDP1,LRRC41,ZDHHC17,LSM14B,IER5,SEPHS1,KIF13B,LRRC75B,BAK1,FARSA,ELP3,AKT3,PIAS4,ZNF217,TMEM237,PHTF2,SOX18,CD58,CDC26,PIK3CD,MPC2,MFAP4,BCAT2,AARD,IFI27L2,ZNF444,JAK1,CEP95,NRD1,NFAT5,CTAGE5,ATG10,ASXL2,RAB11FIP4,FAM110A,SMG5,SCYL1,KRT23,DDR2,GRB10,PARP8,HERC2,VPS11,CHD2,SLC9A1,AAED1,CCDC58,SLC15A4,TUFT1,ZNF622,RAB27A,PLSCR1,NPHP3,MAP3K6,LINC00116,DYM,REXO1,LMNB2,RASSF3,ZFYVE21,BPTF,AP4E1,ZNF37A,APPL2,MTMR3,SLC25A13,ATXN3,PRPF38B,LONP2,APBA3,GMPPB,SSBP1,SNAPC1,RUSC1,MTSS1L,PPP1R3B,EPM2AIP1,ZFYVE26,MKL1,FKBP14,NAA20,FAM98B,MPHOSPH8,HEMK1,HEPH,MOCS2,TTC31,RBP1,GTF3C6,ZNF3,ZDHHC4,EEPD1,CRELD2,ZNF689,TUBGCP6,PDE4A,KANK1,UBE2C,PPP1R10,ALDH16A1,SYS1,ASCC3,SULT1A4,ANKS3,PARVB,CHD1,BDP1,MRPL34,PIGM,RRP1,PAXBP1,C19orf12,OFD1,FO538757.2,UNC50,CEP350,FAM160B1,ACTG2,RRNAD1,GAB1,WHSC1L1,LY96,ZNF358,RASSF7,MAN2B2,RNF8,UBE2J1,TYMS,PPRC1,CHERP,PRKAA1,ITGB4,DDHD1,C6orf120,LBP,ACOT2,UTRN,FSTL3,HK2,LFNG,NAMPT,ANXA3,TBX3,SMC3,ITGAL,PIAS2,FITM2,LRP2,SPON1,UHRF1,LTV1,TST,HSD17B4,ENPP5,DYNC1I2,LMAN2L,SIK2,IFT22,TAGLN,ARFGAP2,SLC25A16,UNC119,DLC1,PLEKHA3,PPFIA3,DCLK1,TBC1D14,AGPAT6,PPARD,MESP1,MCAT,DCAF16,CLK2,SNRPA1,MGA,AAMDC,TACC2,KCTD5,DCUN1D2,TRIM69,SLC12A7,PHF10,DHTKD1,MYO1F,SKI,TNPO3,SESTD1,SPTSSB,MORN2,AQR,TRAM2,SUSD2,STEAP4,STYX,ATMIN,ARID2,KIDINS220,PSMF1,MRPL50,VEZF1,TROVE2,GLRX,SPRY1,FAM96A,KIAA1551,SERHL2,MMP13,CAMK2G,AREG,TUBB2A,NLRC5,RMDN3,RPS6KA1,COL7A1,VPS13D,XPNPEP3,GPR137,DNASE1,NFATC3,CCDC97,S100A1,RAB20,RFNG,GLMP,RAPGEF2,RPP14,WDR24,SERPINE1,STRN,MIIP,TMX2,ARRB2,KLHL21,NUDCD2,DUSP10,GALC,THBS3,PGPEP1,ZCCHC11,SFXN3,TMEM126A,GTF3C5,ZNF524,VCPIP1,MTURN,DROSHA,STK11IP,NRDE2,ERCC1,SUDS3,FBXO31,PPP1R8,DCAKD,SYNM,KLHL36,MTSS1,CTU1,CCDC93,C16orf62,NXN,SOCS5,H3F3C,OTUD4,SPATA33,FLYWCH1,DIP2C,LYPLA2,RGP1
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+,GAPDH,UBE2G2,MAPKAPK2,NDUFA7,ASNA1,CLASP1,INAFM1,MCL1,AP1G1,SEMA3B,GGA1,VDAC1,RBMS1,SLC25A10,FKBP1A,AKT2,ID3,COX6C,DAAM1,VAPB,BOD1L1,KCTD12,AATF,WDR1,DDX52,NENF,LMAN1,COL6A3,TPT1,ENO1,C4B,C12orf57,TUBB,H3F3A,NQO1,PLGRKT,NADK2,ISYNA1,CD44,METRN,KRT7,FLNB,MSL1,NBR1,CAV1,NAA15,CREBZF,CDK16,NIN,APOA1BP,OAZ1,FAM129A,SUB1,ACTN4,SLC40A1,CCT4,ALKBH5,H2AFJ,USP53,RPL13,CAST,UQCR11,THEM6,MYL9,NUDT16L1,IFI6,STX12,HIST1H2AC,SMARCD2,HSP90AB1,NARS,TOMM20,DDX3X,MORF4L2,FMOD,RAB11FIP5,IDS,SRP54,LGALS3BP,IGFBP7,HNRNPH1,RTFDC1,CXCL12,RAE1,DCTN2,C7orf73,PARK7,PPIP5K2,GRAMD1A,RAB7A,TMEM261,NCBP2,UBAC2,FMNL3,CTTN,ATP5L,FBXW4,PABPC1,RP11-345J4.5,SNF8,SMAD4,ANP32B,MAD2L1,NELFE,HNRNPA1,BCCIP,LGALS1,SLC25A3,FKBP10,RABAC1,EPB41L3,PTP4A2,RPL30,HSD17B12,MRPL19,APOD,KIAA1671,TBL1XR1,HPN,GSTO1,ACTB,VANGL2,C20orf24,SAMD4B,MBD2,LSM5,VAPA,ADAM10,ERO1L,TKT,SLMAP,BAG5,UBR5,AEBP1,SEPHS2,HNRNPLL,FAM213A,MAF1,CASC3,IMPDH1,TMEM25,CPD,ZNF428,KDSR,LRRC26,SRPRB,C4A,NDUFC2,MGP,ORAI3,RPS21,MARCH5,CIB1,ITGA2,MRPL37,ACBD6,MIF,SFRP2,SQSTM1,PSMB1,WDR11,RPS5,LMCD1,NDUFB9,ATRAID,S100A11,C1R,C9orf16,ENAH,MGAT4B,PMM1,UBE2M,CALM2,VMP1,RPL36,SNRPD2,PTPRF,FAM129B,CLDN7,TSEN34,DDX39A,NAT10,EMG1,SNX2,UBE2D2,MFSD12,NR2F2,RNF10,PSMD3,KRT17,HLA-A,NDUFS2,HSPA8,EEF1D,SPCS3,CD63,USP9X,RPS2,UBE3A,LGALS3,C5orf15,EEF2,S100A10,MDH1,WIPF1,SLC35F2,DAG1,LRP11,SEC24A,HIST2H2AA4,VKORC1,SH3GL1,PGRMC2,TMEM147,YY1AP1,SRCIN1,ARF4,ADGRG1,POSTN,CTNNA1,IL13RA1,SPTBN1,RPL10A,CD68,MED29,DEGS2,IRS2,UBR2,CHD8,PURB,HERPUD1,POLR2J,ATF4,HNRNPU,ICMT,NME3,HNRNPL,SUSD3,RPLP2,JDP2,MOB4,SLC25A6,PDCD4,PPP1R2,PHYH,COX4I1,SLC30A6,FAM13B,EFNB1,SSR3,COLEC12,SLC2A4RG,ARMCX3,LRRFIP1,GNAQ,RPL38,SELK,TAP1,NSFL1C,EXOC4,KMT2B,SERINC3,C1orf122,NBEAL1,EIF2S2,EMC8,ZFP36L2,NCOA7,DAP,MPST,SPINT2,SMC1A,GSPT1,UBE4A,AKAP9,EPHA1,RAD9A,CDS1,MUC1,AUP1,ROMO1,ACP5,CNN3,CCDC53,XBP1,MXRA8,PKIG,RNF130,SOX4,DESI2,MGAT4A,CSTF3,MTRNR2L1,CREB1,GLI3,MKLN1,LASP1,RPL3,SMIM22,RPL8,ECI2,TECR,SYPL1,CERS6,CHMP4B,SRI,RB1CC1,ACOT7,RPL7A,SRSF2,TPM4,CUL7,SH3GLB1,STOML2,DNAJC3,RHOC,RPL14,CCT5,TMCO1,PTMS,SYT7,UBE2D3,SCD,JUP,PRKCI,FAM63B,MCCC2,SGSM3,MSI2,KLF3,ADCY3,SYTL4,GID8,SH3KBP1,RWDD4,YIPF2,CAPNS1,LRRC75A,PFDN5,PAK2,BBIP1,STK11,SEC22C,NFYA,IGF2,HEATR3,SCAND1,FNIP1,RPS8,RPL35,HNRNPH3,SHC2,SYNGR2,KIF22,ANKFY1,ERRFI1,RPS24,MAPK13,PTK7,H1F0,RPL31,ST13,TSNAX,SHFM1,ZBTB45,TMEM14B,EPC1,VDAC3,PTDSS1,MYL12A,BSG,LAMP2,ZNF561,MFN2,MCAM,ATP5G3,TNFSF10,ADIRF,NPIPB11,DDR1,CCNI,DYNLT1,ESR1,FBXW5,PTEN,PAIP1,SERINC1,EIF5A,CCS,RANGAP1,ZFR,USP33,ANTXR2,PPP1CA,ITGA1,PTGES3,DDX60,TFF3,HLA-E,ACSS2,PSMD5,IVD,PRSS23,LMNA,GPRC5C,ERI3,NDUFS1,HLA-C,LGMN,ACADM,CDH3,MMP2,CYC1,CORO1B,ARPP19,HTATIP2,TGFBI,APEX1,MRPS9,SUMO1,RPN2,TCTN3,OS9,RPS18,RPL37A,GBAS,ZNF90,RIOK3,SHC1,RRBP1,CITED2,CALR,PPP6R1,TSPAN13,OSGIN2,EXOSC7,PGK1,F11R,RPL19,SSR2,PGP,IER2,SCAF11,AZIN1,HLA-B,BFAR,API5,C1RL,RPS7,COG2,NME4,PPP1R12C,MRPL24,RAP2A,SENP2,HIPK1,CREBL2,PET100,ADRBK1,ST6GALNAC4,PRRX1,OSBPL2,SAMHD1,TOMM7,DNAJB12,CFL1,SRPX,HGSNAT,VPS53,NPEPPS,MKKS,ACTR3,MOGS,CD276,POLR2I,KIAA0196,RPL37,TOMM40,GTF2F1,SULF2,TSPAN14,PEX1,RNF168,FAM162A,SRSF11,MLF2,NUMB,GOLM1,ZNRF2,TP53INP2,WAC,NAV1,CLIC6,TANK,GNB2L1,GLO1,LRP3,ENDOD1,CXXC5,SFT2D1,CCDC85B,RTN4,MRPL12,ASB13,ADI1,SRRM1,COX6A1,ARPC1A,WIZ,RARRES3,EIF4E3,PTPRC,AIFM1,ZMYND11,HLA-F,EXOC3,EIF1,TMEM63B,GRINA,TEX264,PHB2,TMEM59,DAXX,UBE2B,KRT5,PTRF,COX7B,BCR,TRA2A,YDJC,SERPINA3,BOD1,LYSMD3,HTRA1,GNAS,KRT18,RPL24,DAZAP2,CTSB,C11orf96,HMGCR,CD46,ANKLE2,SERPING1,VCL,GALNT2,CTBP2,SSR4,CMTM4,TSPO,MMP14,TAOK1,WWP2,ZFP36,FAM210B,CXADR,STK38L,CHMP4A,SIGMAR1,MRPS21,EML4,ATXN2L,HSPB1,CAMSAP2,GAR1,SRSF5,ELMOD3,SPARC,SDF4,ALG2,COL12A1,IPO5,NBPF26,COL4A1,NDUFA11,ARHGEF12,EFR3A,RNF114,PPCS,RPLP0,RAB13,NDUFB4,SUMO3,THBS1,STT3B,SNX13,FAM214A,RNF139,VOPP1,TTC8,NPIPA5,C1QA,OLFML3,PRCP,TRIM28,NDUFB7,TIMM17B,CD74,GTF2H1,UPF3A,EPHB3,ARHGEF3,PCNXL3,TPSB2,OPTN,VEGFB,KIAA0100,STARD3,ZNF787,TFG,MINOS1,EGR1,ATP5EP2,MTHFD2,COX5B,RSPRY1,IFITM3,TP53I13,SETD5,ASF1A,EIF3K,CFD,RIC1,MYC,RGS3,UBB,IMPA2,RAB11FIP3,EIF4G2,WBSCR22,FCGRT,PEX19,SLC35B2,CRKL,COG7,RPS19,TYMP,MGST1,LLPH,SNRPB,C11orf31,LGALS8,FAU,PLEKHS1,FAM193B,MAPKAP1,YWHAB,TNFRSF12A,ADAM9,AR,USF2,PRRC2A,ATP1A1,NDUFA2,SMNDC1,NDUFAB1,DSTN,DAPK3,NIT2,TFB2M,TXNIP,EIF3D,QSOX1,SON,POGK,RPL36A,PKP3,WDR61,TPM1,SIRT2,ARPC1B,C5orf63,MAL2,MPZL1,ATP6AP2,ARPC3,EIF3H,ANXA2,TIMM23,EIF3E,IER3,ANKH,TAX1BP3,MARCKS,RERE,UBTD2,FCGR3A,WDTC1,BHLHE40,CLEC3A,RPS29,SLC7A5,MFSD7,RPL10,RNASET2,SSNA1,MAP1LC3B,NDUFA13,RPL11,SEL1L,FLAD1,ECH1,PTMA,GCSH,RNF7,PCNP,MED24,G2E3,EMD,NEO1,SERINC2,PTP4A3,CCDC23,TMEM181,JOSD1,COPG1,TMEM14C,STAT5B,RPS27A,PNPLA4,COL3A1,INHBA,RP11-347C12.1,NUP155,TSN,UHRF2,NDUFA1,RTCB,RPS27,MMP24,YTHDC2,ST14,RPS12,RPL41,SLC38A10,SH3BP5,RNF213,COL5A2,ARHGAP40,RPS3A,PHC3,PEX16,DLGAP4,CNST,KTN1,ATG7,CYHR1,DENND4B,PLA2G16,PTBP3,GHITM,CIAPIN1,PLOD2,GAS1,TGFBR1,NUBP2,IL1R1,RDX,ANKRD30A,PTER,IRX5,YARS,ZMYND19,GRHPR,SATB1,RPL23,TFE3,VPS41,PRDX5,BLOC1S1,LMF2,SSBP3,FXYD3,PTPN18,TMED2,GPATCH2,ATP9A,P4HB,EIF3F,PGRMC1,EVA1B,PCOLCE,ERO1LB,COPS8,CBWD7,PSAP,RNF19A,P4HA2,GPX4,MARCKSL1,CCDC124,DHCR24,DHCR7,PMF1,ARHGAP35,FAM65A,FN1,WDR43,REPIN1,SNRPE,EPHX1,TJAP1,CD53,SOAT1,PRMT1,SCCPDH,SREK1IP1,MAGEH1,RBM6,PPP4C,RCAN1,SLC9A3R1,QRICH1,PLEKHB2,TMEM41B,MYH11,OCIAD1,DERL1,SCAMP2,SCGB3A1,KLHDC10,MDM4,WWC1,CNPY2,PLEKHF2,CHCHD2,DCN,CERS4,CLPTM1L,TMEM33,SLC35F5,MFAP2,RPL26,MTRNR2L12,OLA1,STARD3NL,RRP36,PLEKHA8,VRK3,ZNF426,F2R,MTPN,PAFAH1B3,PPP2CB,SLC35F6,ISOC2,GPX1,KRR1,HLA-DPB1,HMGN1,WARS,NPIPB4,RPS28,AGR3,CHMP1B,SNRNP70,C14orf119,ZNHIT6,KATNA1,NCOA1,TRMT10C,CMPK1,SND1,LAMP1,RAP2C,MED16,DCAF4,RPLP1,UBL5,SLC9A3R2,YWHAQ,MOB1A,STAU2,CALD1,PARD3,TXNL1,B2M,AP2S1,IGFBP4,TADA2B,PAFAH1B1,NET1,CS,MAP2K2,TMA7,PRDX2,SNX1,COL18A1,FYTTD1,ELF2,NUP107,AC074033.1,MKI67,BRD8,ARHGAP1,MRPL54,SAFB,SH3BGRL,SLC25A36,INF2,IGLL5,SH3BP1,COPZ1,COPE,ATP6V0D1,SDHB,PAK4,YY1,DEDD2,RPS9,COMTD1,FEZ2,PRPF31,GGT6,SPDEF,TMSB4X,TRAF4,PDLIM7,CRABP2,GRB7,EEF1A1,C4orf3,MLPH,C1S,LY6E,PKM,TOMM70A,PFN2,CPNE1,CPSF3L,HNRNPF,SLC25A39,CPNE3,MYLK,AES,GNPTG,UBTF,DHRS4L2,SIVA1,UBE3C,SFXN1,STC2,HIC1,UBC,SLC35A4,ALG13,ANKRD40,CYCS,ESYT2,MAOB,G6PC3,ZNF320,IFNGR2,SARAF,BTF3,MPND,WSB2,ALDOA,ARHGEF1,CLASRP,SLC25A38,PABPN1,THUMPD1,GEM,EIF3CL,CANX,LAPTM4A,RARRES1,TPM2,PAF1,LSM12,HSPA1B,IL17RC,MRPL3,EPAS1,TMEM205,PRRC1,COPS4,UNC45A,VEGFA,TUBA1A,PQLC1,POM121C,LRRC32,APOPT1,IGFBP5,ELAVL1,UGP2,LSM4,DNM1L,NBPF19,MYEOV2,SYNPO2,LAPTM5,A2M,ISG15,EPHB4,RPS14,CD24,MMP19,TTC3,ODF2L,IMMT,TMEM64,ZNF532,MDK,CWC15,CTHRC1,CISD3,TFCP2,MRPS11,SNW1,ZNRF1,EI24,DHX30,FURIN,KHDRBS1,CTSK,ANP32A,LSM14A,CAPRIN1,KEAP1,GLYR1,SMPD1,TALDO1,TM2D2,TUBG1,LRP1,PTP4A1,HLA-DRB1,VPS51,EZR,CTNNB1,AGL,DNAJB1,MZT2B,GRHL1,SLK,SERPINF1,NANS,HSPE1,ACACA,ATG16L1,MRPL45,RIC8A,AP2A2,SCARB1,THY1,TUBA1B,MFSD1,PWWP2B,FAM195B,ENSA,ANKRD10,NDUFB6,TMEM9B,SMIM15,HAT1,CLMN,SDC1,RNF121,ABCB8,PBX1,TM9SF3,MKNK2,MSMO1,CBX6,GPNMB,HMGB1,VPS26B,JUNB,GGT1,ASPN,CORO1A,TUBGCP5,SIPA1L3,C1QC,RBM17,CDC6,NBPF11,SETD1A,C17orf62,NOTCH2,SYF2,SNX9,RPL23A,PPP1R13L,DERL2,TMBIM6,TMEM45A,S100A6,CMAS,NUB1,MYOF,ISCA2,ARVCF,PXDN,ELOF1,GATAD2A,TAF1D,ZFAND5,DGCR6L,TMED7,PHF20L1,LDHA,NVL,TAGLN2,ARHGEF16,ZFP36L1,CDC42,ARL16,CYB5R2,DDAH2,STARD10,ACAT1,TMEM121,RP11-231C14.4,TSKU,ASH1L,CD9,WBP11,RAD23B,GSTM3,MSH2,TAPBP,SEC11A,PNN,DYNC1LI2,C4orf48,NT5C3B,ARL6IP5,ASB6,CKAP4,ADSL,VAV2,AC012005.3,RPL18,EDF1,SRSF6,COX8A,C1orf21,SLC7A2,CREB3L1,NFKBIZ,SULT1A1,CHMP3,NCK1,PFKFB3,ARPC2,NFKB1,TIMM50,THSD4,FRMD8,TRAPPC6A,DCK,POTEF,RPL39,CAP1,MALAT1,NDUFAF6,SLC30A5,MAEA,CD320,LAMA2,TMEM248,HOXB2,PSENEN,ADAM15,SRP9,TNRC6B,GTF2I,PIP4K2B,FAM195A,GDI2,NDUFS7,CRLS1,DPYSL2,RPL6,FXYD5,PRDX6,CCND1,ACADVL,HSP90AA1,RNF220,CNN2,TNRC6A,CFLAR,RPS15,SHKBP1,STAT1,NIT1,HIBADH,AUTS2,ADAR,GABARAP,ESRP1,CACFD1,ERH,PGAP3,PROM2,PCYOX1,CPSF6,NDUFA10,SNTB2,ATRX,GOT2,ELMSAN1,PKP4,NAAA,NECAP2,TWSG1,RPL4,RAB1B,TAF11,ARHGDIA,RAP2B,EIF4A3,MAGEF1,AAR2,CTSF,NPM1,NSDHL,PLEKHA5,SLC25A24,VCAN,WDR34,ARID5A,CSDE1,KRT19,OSGEP,NCOA4,UBL3,CBWD1,NUDT9,RPS3,PSMB9,FUBP1,SULF1,MVP,IL10RB,CYP1B1,GOSR1,STK17B,RPL18A,DPP9,CTPS2,PPP1R1B,THADA,PSMC4,PHKG2,CD55,CAPN2,ACSL1,SERPINE2,FLNA,HNRNPD,KIF5B,TCF4,COPB1,TNC,RPN1,MDH2,TMEM134,OAT,VMA21,CDK12,PPAP2C,CUEDC1,TM9SF2,CCNG2,ARMCX6,FUBP3,C15orf40,GSE1,GOLT1B,FCF1,SLC2A1,RBMX,STX4,RAB8A,MYO1B,HIPK3,PRLR,CNOT7,NPIPB3,NUFIP2,FKBP4,BNIP3L,ARF1,AC113404.1,MESDC1,TMEM126B,EDEM1,PSMD4,SEC31A,H2AFZ,CREB3,SRP72,FAM21A,TRMT112,ESD,AEBP2,MCOLN1,CDC25B,TSTD1,POTEE,NDUFA12,DAP3,LSR,COX5A,UBA52,NEBL,ADGRE5,SRSF7,AKTIP,MANBAL,TMEM141,WIPI2,ADNP,WSB1,FADS2,ACTN1,TCF12,AURKAIP1,PHLDA2,MAN1A1,COTL1,LDLRAD4,MRPS36,PAPOLA,ACAP2,PRR15L,FAR1,UTP18,CISD2,UBE2L3,SYAP1,CLPTM1,CNOT2,SEC11C,FTL,LRP10,C1orf64,MAN1C1,RPL27A,BTG1,SERINC5,EML3,DNAJB9,ARFIP1,AC010642.1,TMEM106C,IMPAD1,SDCBP,SERP1,PRRC2B,SHISA5,ANKRD11,CALU,HNRNPA2B1,AGR2,NDUFC1,MBOAT7,CNOT6,NSD1,GABARAPL2,NUDC,TUBB4B,PAIP2,RPL9,NHP2L1,BAZ2B,APLP2,ARHGAP5,PITRM1,EHD4,RIPK1,ATP5E,PHF21A,SEMA3F,BCAP31,BTG2,CARHSP1,MEPCE,CSNK1A1,CYTH1,NCL,LRP6,PSCA,RBM3,SCNM1,HMGA1,ERGIC1,CHPF,NOL7,FAM178A,MTG2,RPL29,PPM1B,CCDC84,MAFB,MBD4,RPL21,NOTCH1,RPS23,C17orf96,COX7C,TNFRSF1A,CBX3,SARNP,DPM1,RPL36AL,THBS2,RFC4,SLU7,ZNF598,XRCC5,ELN,ATP6V0B,UQCRH,LCMT1,LAP3,RPL22,LITAF,BATF,TCEA1,CTSD,FAM174A,ATPAF1,PRICKLE1,TCF7L2,LTBR,MITD1,COL1A2,PIGO,RPS10,UBXN6,RABEP1,TRIO,ZBTB7B,MRPL28,AHCYL1,STK3,RAB28,GYPC,RRM2B,TGFBR2,RGL2,ADSS,QKI,SUCLG1,SLC25A5,RAP1A,DDX23,NFIC,RER1,PSME4,ZYX,BCL2L11,FAM207A,TOR1AIP2,CASC4,CRTC2,LPGAT1,DDX17,PRPF19,KLF6,GSK3B,TRIM26,IGF1,ATP5F1,SPARCL1,PLIN3,YWHAZ,GNG11,ERBB3,PLXNB2,UBLCP1,NAA38,SPCS1,SEC24B,MAST4,ENY2,CHP1,ALDH4A1,RTN4RL1,RPL28,PA2G4,PTOV1,RWDD1,MMS19,ARL4C,NAA50,TNIP1,RAN,B4GALT1,SLC35E2B,HPS1,BBX,RPL34,SAT1,CLN3,PRKAR2B,YES1,DYNLL2,SRSF3,CST3,MTDH,HSPA1A,YME1L1,FDPS,COX17,ELP2,SMIM11,TRNAU1AP,KLF10,DNAJC8,MRPS35,RBPMS,C3,TUBB3,HDLBP,NIPAL2,FBXO7,AGO2,PSMB3,CAPZA2,CD81,OSBPL8,ELMO3,SERBP1,SLC16A2,FAM50A,ZNF740,APRT,ATP2C1,UAP1,USP34,TIAL1,AP2M1,CREBBP,MBNL2,S100A14,TRIOBP,TMED9,ANK3,ARL3,ANO1,CSE1L,LIN7C,HNRNPA3,AP1S2,ATP2A2,MRPL57,CPTP,GIT1,TMEM41A,EIF4H,LACTB,PEBP1,SEP15,CCNL1,POLDIP3,SOCS7,STXBP5,ERLIN2,GAS2L1,ATF6,NPC2,GLB1,CLDN11,POMP,XRN2,TAX1BP1,CRIP2,HIGD2A,WTAP,TMED4,NACA,ITFG1,GALNT6,SLC17A5,ITFG3,TUFM,CLCN3,SEPT2,STK39,TMEM208,DRG2,TMUB1,FH,MAVS,MCM3,NUTF2,GTF2H5,GNA13,GALNT10,PMEPA1,RGS5,SERTAD1,ZNF706,RXRB,MON2,TGFB2,STX3,PDLIM5,SIDT2,RPL12,SIPA1L1,PPA2,TIMM10,TMSB10,FAM92A1,EFEMP1,PPAPDC1B,TMED10,COL5A1,HNRNPK,PFN1,DEAF1,ADIPOR1,FNIP2,PACS2,ACSS1,RHOG,C14orf2,JTB,HTRA3,LSM3,IL4R,GPRC5A,PARP14,SMG7,PSMC2,GAK,EBF4,CKLF,RRM1,SCAF4,ARFRP1,RLIM,OAZ2,NUDT16,PPIE,SET,ZNF281,PDIA3,PFDN2,PLEKHO1,XAB2,ERBB2IP,PIGT,YKT6,EIF4G1,TUSC3,VCP,GPR137B,SRC,RCN2,ABCF1,CCDC152,TAF2,FUNDC2,MFGE8,TXNL4A,FTSJ3,CPOX,KRT8,XRCC6,XPOT,GFM1,CCNG1,GNB2,AKT1,SOX11,PHC2,DBT,PIP,TIPRL,RNF126,PKD1,P3H4,COX20,ST5,S100A13,HDGFRP2,ECM1,LYPLAL1,ITM2B,NRBP1,FLYWCH2,EID2,PLP2,SLC39A6,MRPL42,BLMH,PSMA2,TMEM87B,CUL3,USP15,WDR18,DUSP6,ZSCAN18,PPIA,TMX1,RPL7L1,TNFAIP2,CTSZ,GOLGA5,GGCT,PERP,SRSF8,CSNK1E,C19orf53,ASAH1,ETS1,RNF11,MLF1,CIRBP,HNRNPUL1,EIF3B,CACYBP,NTPCR,C1orf198,SERF2,SLC39A1,ARL6IP1,GTF2H2C,ANXA5,FADD,COX7A2,HAGHL,PSME1,CYB5A,MLLT4,ETNK2,SNRNP27,UGGT1,ETF1,SF3B3,XIAP,ABHD12,LIMK2,LRRC15,SDHA,PGAM1,COPA,MRPL17,MBD3,RIN2,CBFB,AFF3,NFE2L2,DUSP23,SRRM2,SORD,ARL6IP4,KLHDC9,FAM3C,NBL1,PDIA4,IDH2,BAMBI,HUWE1,ADAM12,TOR3A,UBAP2L,FEM1C,PPA1,PTBP1,RHOB,JMJD1C,SPPL3,EMB,ALCAM,LRBA,DEF8,CELF1,PYROXD1,PLEC,SLAIN2,KPNA3,CSTB,CCT2,HTT,CBWD5,OGDH,SLC1A4,PCNA,PTPRA,TMEM230,TOR1B,PIK3R2,APEH,VASP,FOXA1,MTA1,KIAA1467,USMG5,COL15A1,NNT,RBM5,SLC39A3,SGK1,ANXA1,WEE1,PRKAR1A,TRAM1,TLCD1,SPG21,C12orf10,NOL6,HELZ,UROS,BRD4,UQCRC1,CORO2A,TFAP2C,TIMP3,WIPF2,SNX18,TIMM10B,PSMD8,MARCH7,PPP3CA,PAPSS2,ADCY6,CBWD2,COX18,DUSP14,FBRSL1,NAP1L4,ELOVL5,HEBP2,RSL1D1,NAA30,ARHGEF11,SLC35C2,NFS1,PLAU,RABL2A,ITGB1,DUT,HOXB3,GDI1,RALGPS2,TMEM63A,PITPNB,SLC38A1,TMEM258,PCBP1,MESDC2,ATF5,EHBP1L1,SH3PXD2B,CDK5RAP2,SOD1,COMMD3,SMAD7,POGZ,RABL6,MARCH6,PRDM1,RSL24D1,XPC,SIRT1,TARS2,TGFB1I1,SHROOM1,NADSYN1,POLR1D,RAPGEF1,CLDN3,GLUL,WIBG,FAM91A1,TXN2,KLHL22,MTRNR2L8,TPM3,HILPDA,MGST3,DDX5,CERS2,GNS,ESYT1,ANXA9,AP2B1,AIMP1,TMED3,GPC3,SETX,SNX5,PRKD3,BZW1,TMEM55B,PIK3C2A,SMEK2,C9orf89,RPS17,P4HA1,RPS15A,PYCR1,PANK3,CWC25,CSTF2T,PPP1R14B,CDS2,PREX1,CPEB2,CD37,RPS6,ITGAV,MT2A,RFK,PDP1,IDI1,PSMG2,RASA4,SEPW1,RPS16,ZNF704,TMEM165,PHKB,BRAT1,TIMMDC1,SDHD,PCSK7,RCOR3,BLZF1,DNAJC1,DPAGT1,PPP1R16A,PIGC,MRI1,MANF,SMEK1,UBE2K,HIF1A,PYGL,PDXK,ATP6V1A,HLA-DQA1,SLIRP,CECR1,AP1S1,SENP3,CDC123,TMEM43,TRIM56,IREB2,LATS1,NR2F6,RARA,PCGF2,HLA-DMB,UCKL1,BIRC2,COPS7A,TTYH3,BCS1L,ABCD4,EFTUD2,KRTCAP2,SDR42E1,TOP3B,KMT2A,COMMD1,NPIPB5,ARHGAP12,IRAK1,SPAST,UQCRC2,ALG12,MRPL4,MYO9B,DPYSL3,LRCH4,RPL15,ACSL3,NUDT3,RAB32,PPP6R3,MED25,GTPBP4,MRPL33,NAP1L1,BGN,ASAP1,FGFR1,SUCLG2,FAT1,VTCN1,PPOX,FZD1,FGFR1OP2,SLC25A1,GRSF1,DNASE2,ARHGDIB,ATP8B2,SELENBP1,RPS27L,PPFIA1,ZNHIT1,ATL3,SPCS2,DRG1,DUSP4,KLHL2,CCL5,MARVELD2,PBX2,CREB3L4,BLVRB,ATP11B,OAF,TFAP2B,SERPINA5,NCOA3,RRN3,C9orf91,TSTA3,MRPS25,GLTP,RHOA,TMEM203,PVRL2,NNMT,SLC39A13,TIMP2,CAPN1,ALAD,FAM136A,SDC4,COLGALT1,DYNLL1,JUN,SMG1,TOB1,H3F3B,ACAP1,SGCB,DGCR2,ATOX1,MRPL55,CLIC4,WDR83OS,PPIL1,SNRPC,TMA16,GTF3C1,TPD52,PRKCD,SLC25A32,STX10,FBXO3,ZBTB10,RDH10,EIF2A,TMEM135,DCAF11,TMEM39A,CTNND1,OSMR,HDAC1,MORC3,UBIAD1,AGTRAP,NOMO1,RUVBL2,C1orf43,COL1A1,STMN1,PPIG,IFI27,PRDX3,GIT2,UBR4,ERBB2,TLE1,ZHX3,IFI16,ZNF395,CTBP1,SP1,SETD2,TARBP1,WDR5,ALG3,ARID5B,TNPO1,KHSRP,EEF2K,MLLT10,PCNXL4,TMEM184B,FOS,CRBN,RHOBTB3,NFIA,CIPC,MALSU1,IQGAP2,DHX15,RTN3,LMBR1,FBXL3,RDH11,RPS20,IRF3,SUPT5H,PTK2,MBNL1,HSPA4,SNX17,PI4KB,C19orf43,YIPF5,DCAF6,VWA1,EFHD2,PAPD5,AC006386.1,EXOSC10,ATP2B1,LTBP3,SLC38A2,MAPK1IP1L,MTMR6,CLCN7,APH1B,HMGB2,NUAK1,MRC2,PTPN1,NAA10,UQCC1,IPO9,NFU1,SLC12A2,ANXA7,SLC7A8,SEC61A1,PRR13,NOL9,GATA3,CSRNP2,GIPC1,GALNT3,CEACAM6,CRTAP,TSFM,TDP2,NIPA1,ZBTB2,SEPN1,PIM2,MFSD10,TLE3,COQ9,UQCRQ,VPS33A,TM2D1,MYH9,OPA1,ADH5,IRX2,RAB5B,SHB,NPRL3,ARMT1,MKNK1,ZNF207,TNS1,NKTR,EXOSC5,CAPG,OPLAH,GRB2,PSMA5,APOE,FAM189B,TMED5,SLX1A,SPIDR,BAP1,SFPQ,CDC34,SF3A3,SERPINH1,HMCN1,TMEM2,IGSF3,ATP5H,TNFAIP1,CDC37,MARK2,DYNC1LI1,KLF2,AKAP8L,BZW2,APH1A,SMS,QDPR,WWP1,ANKIB1,DNM2,PSMD7,ITGB6,EIF4A1,TRAF7,DCTN5,RHBDD3,WFDC2,CTSC,EOGT,KDELR1,TRPM7,PUF60,LRPAP1,ERF,ETFB,KRAS,NDRG1,SLC12A9,HINT3,BCL3,TMEM159,TMPO,PRRX2,SNRPB2,MYDGF,SEC23A,FBL,TCF3,PROM1,TSPAN4,PWP1,DAD1,PRKCDBP,VPS28,DPP7,PPP2R1A,DPM2,JCHAIN,PRKDC,PGM2L1,INTS1,CCM2,NOP56,ITGB5,SAR1A,ETFA,CXCL14,ZBED5,DVL3,MYL6,IKBKAP,MRPS7,CTSA,RBL1,AGRN,NDUFA4,BIRC6,S100A16,PLXND1,NCLN,SUPT16H,DYNLRB1,MXRA7,MAP3K2,PDHA1,SELT,CCDC91,SWI5,YIPF4,FKBP2,NME1,DNAJA2,ABHD11,FBXO32,MYL6B,C10orf32,HMOX2,PNRC2,RAI14,CAPZA1,PLTP,ZMYM2,NEDD9,TGM2,UBA1,TNPO2,ID2,LPCAT1,PRPF8,BCAS2,ACTG1,PLEKHM2,TBL1X,SPRYD3,EIF4EBP2,SQRDL,TNS4,GSR,GATAD1,TMEM14A,NOSIP,RANBP9,NDUFS4,ZNF638,ROGDI,PITPNM1,CLU,OCIAD2,COL10A1,PFDN6,ELMOD2,RELA,ALDH6A1,TMEM238,CST4,SSR1,ATP5O,HDAC2,AZGP1,HN1L,ATP5D,CHMP5,PLEKHJ1,TTC9,MIDN,CHTOP,CAPZB,ALG6,RPS26,MADD,PAPD4,TP53INP1,EHD2,PNPLA6,HECTD1,EAPP,TM4SF1,RAD50,VPS29,FUS,SELM,ANAPC5,S100A8,DUS1L,CLK4,MACF1,DCUN1D5,INSR,NUPL1,WDR59,GOLGA8A,CD59,MXRA5,NDUFB10,RAB2A,RAP1B,RSF1,VSTM2L,CMTM6,NHLRC3,CLDN4,MUC5B,FDFT1,TYROBP,EIF2S1,HLTF,CDC42BPA,SCNN1A,OSTC,RPL13A,LZTFL1,CLIC1,COMMD6,TJP2,MTX2,THRAP3,ZC3HAV1,PGLS,PHIP,GUCD1,EHMT2,BASP1,CHD9,TIA1,SBNO1,AAK1,NOMO2,FKBP15,PIK3IP1,TCEAL4,RBM10,POLI,PLA2G15,PDGFRB,APOL6,GPBP1L1,ZNF451,RAB3GAP1,SPNS1,TMEM263,EEF1B2,TBC1D15,HCCS,ANKRD36,EMILIN1,PPP1R37,SLTM,LMBRD1,TSC22D4,FBXW11,RPS11,RNF103,GBP1,ILVBL,KIAA1429,SOGA1,RALGAPB,ERMP1,NAPA,NCS1,SPTSSA,MRPS23,PUM2,STK17A,LTBP4,CD151,PDLIM1,VIM,RTCA,AXIN1,THOC2,RNF149,MCM7,MED17,MARVELD3,FOSL2,LNPEP,CHKA,RBM25,SLC35A5,WNK1,MYL12B,LBH,IER5L,URI1,UPF1,DDX46,ATP2C2,ENG,SLFN11,GADD45GIP1,RPL5,PPP1CC,PIM3,ZNF264,ATP6V1C1,KLHDC3,PVRL4,RMDN1,CLOCK,S100A9,NCOA5,TKFC,FNBP1L,FAM49B,CDC42EP1,PYCR2,CDH11,TMEM123,COA6,RANBP1,PPP1R12A,PES1,BST2,EIF5AL1,FKBP5,MIEN1,CDH1,FAP,AGT,ATM,KANSL1,DNAJC4,SLC39A11,YIPF6,UNC5B,MAZ,RABGGTB,MPV17L,SCFD1,UNC93B1,MRS2,DDOST,SMARCAD1,SGMS1,SUPT7L,DSP,SPPL2A,ISCA1,MSRB2,LETM1,LSM7,RAB1A,MARVELD1,B4GALT3,METTL1,SLC35A3,RBBP6,PHF12,VAC14,HNRNPDL,RAB30,HINT1,STAT3,ATG3,KCTD20,C19orf52,ITGB2,WASF2,SDHAF2,RAC1,LOXL1,HADHA,EBP,NAGLU,TCEB2,DNAJC10,LRPPRC,GOLPH3,HLA-DQB1,PARP1,POLR2E,STRBP,RBM39,CCDC71,ITGA3,ATP5A1,KDELR2,OSTF1,GRN,S1PR3,SGPL1,SEC61B,DIP2B,MED28,ABHD2,CEP70,ATP13A2,MICAL1,NINJ1,GLS,TRAPPC9,ABHD15,CNOT6L,VAMP8,SUMO2,EMP2,C19orf70,MID1IP1,SYNJ2BP,HDAC7,DCAF13,ARGLU1,UGDH,GNA12,PTTG1IP,SEC13,MORC4,YAF2,NMT1,ZEB1,TGFB1,SP100,CYB5R3,SERPINB6,ZNF12,BCL2L1,FUCA2,MDM2,RCN1,PRPF39,IGFBP2,KMT2C,HSPA5,SECISBP2L,FUCA1,LUC7L3,ZFP30,NACA2,ZBTB38,DYNC2LI1,NDUFB2,ERGIC3,PABPC4,POLR2H,DBNL,TBCA,CXCL17,SGK3,AP1M1,TBC1D10A,SLC4A2,PSMB6,ANAPC11,HP1BP3,CCPG1,LAD1,MEF2D,KDM5B,PSMB8,XRN1,GAA,ATP5C1,PIGS,UBXN1,PRICKLE2,STOM,C12orf49,MS4A6A,RPL32,GAS6,GSTK1,NFYC,SOS1,NDUFA8,UBXN4,CSNK1D,DNTTIP1,ATXN1,RETSAT,OGT,SMIM14,PYCRL,PDHB,DTNB,IFT43,TBX2,COMMD5,ERP29,FBXL5,ELL2,RAB4A,PVRL1,AKR7A3,SNX4,RPAIN,KRT81,POTEI,NOL10,HSD17B10,ANTXR1,PIK3R1,STX6,DTX3L,HK1,DDX18,NRAS,TIMM9,POLR3H,UCHL5,ZNF544,EIF2S3,POLR2K,ATPIF1,NIPSNAP1,QPRT,COMT,NPNT,CTSL,FEM1A,RNF167,MZT1,MTCH2,RAB22A,LMAN2,PNPO,BSPRY,RNASE4,FBRS,CD52,GUK1,KIF3B,DENND2D,EDARADD,TXNRD1,SF3B5,MAPRE1,POP7,SDHC,UBE2R2,ALDH18A1,MEX3D,ATP13A1,TCIRG1,PCBD1,CUL4A,GSS,SEPT7,EFNA4,ELF3,TBC1D2B,ARFGEF3,PARP2,MED15,CGGBP1,ZDHHC3,SFRP4,CALM1,C5orf24,RAB11A,MRPL51,LYPLA1,FIS1,MAP2K3,AMFR,FRS2,BABAM1,PFDN1,TAP2,NDUFA5,DTYMK,DCTN1,PSMB4,TMEM50B,DSE,SEC61G,STRAP,TMX4,AKAP11,CMC1,ORC3,SGMS2,NACC1,IGF2R,LONP1,NISCH,ANXA4,CCDC50,MYADM,HMGB3,MKL2,CHMP1A,TRPC4AP,GALNT1,CTSH,DENR,CHCHD10,GYG1,C19orf33,PAPD7,ORMDL3,C16orf89,SH3D19,RPSA,FAM120AOS,SCARB2,NAGA,LDOC1,HYOU1,CSRNP1,MYO6,GSN,SMIM7,TRIM41,PCBP2,ATP5I,BCAS4,DRAP1,SERF1B,LRRC47,CCNL2,LAMA5,EPHX2,PNP,PLD3,ROCK2,SPG11,PPP2R2A,GPR107,APMAP,TOLLIP,JMJD4,C5orf30,SRP14,DDX56,FCGR2A,RGS10,KIF13A,HERC4,LUC7L,SNRNP200,ATP1B3,NELFB,BTBD2,PRCC,UCP2,PANK4,SLC44A1,PNISR,PPDPF,ELF1,GANAB,DCAF5,HKR1,CLIP4,NFKBIB,VPS35,PRMT5,UCK2,DNAJC19,UQCRB,PHLDB2,BHLHE41,MLLT6,PDLIM2,USP47,HS6ST1,GDE1,LAMTOR1,RALY,TMEM167A,FBXO27,PUM1,KIAA1715,DYRK1B,NSRP1,RPL26L1,FUT8,LEO1,U2SURP,RPS4X,RPL22L1,DLST,ARAF,TM7SF2,SQLE,ARL5A,USP4,HACD3,COPS2,FAAP20,AK2,PPT1,PYURF,LGALS7B,TBC1D24,MRPS12,SIL1,LIMS1,UBR7,TADA2A,HADH,C6orf48,RPRD1B,NEK7,PSPC1,ZNF106,KPNA6,NR2C2AP,PACS1,RAB10,GLRX5,PABPC3,MTMR12,KCNK6,MAPKAPK3,KIAA1522,SLC50A1,AHNAK,PTCD3,SMARCB1,ANAPC16,IRX3,SLC19A2,TMEM87A,GNG12,ATP6V1G1,SCAMP4,ZNF664,SSU72,SAR1B,SFSWAP,ADAMTS15,UBXN7,PDE12,ATP6V0C,GLRX3,ELK3,ECHDC2,COL6A1,ECE1,NDUFA3,CD164,TPRG1L,NFIB,HSPA9,MRPL20,CUTA,MAP7D1,ARPC5L,PKIB,SPPL2B,DDX6,CDKN1B,APP,SURF1,SPIN1,SLC25A26,PPP3R1,DDRGK1,TCEB1,YBX1,ACTA2,MAP4,MRPL9,ZCCHC24,MBD1,FBLN1,FOPNL,PCMT1,RBM47,PSMA1,ZDHHC20,MSRB1,PTGDS,TXN,CAMLG,SNX3,MOV10,XPO7,GSDMB,FGG,HDGF,SEC24D,ZC3H15,KPNA2,HLA-DRA,CLK1,MED23,IER3IP1,TRMT1L,CYBRD1,ORAI2,COMMD4,CPSF3,TRIM27,SDC2,THAP5,E2F4,KIAA0430,IDE,ATP5J,HACD2,ZNF263,CREM,NHSL2,CARS2,MMP11,TIMM13,COPB2,LENG1,COASY,TSC22D1,TMEM259,GOLGB1,TSPAN1,CASP2,BROX,H1FX,IKZF3,MNAT1,ARFIP2,CCDC6,PRDX4,NFIX,TPP2,ZNF33A,SMARCA4,EDNRA,TIMM17A,SYNE2,BAIAP2L1,RGS4,IQGAP1,ATP6AP1,S100PBP,PLOD1,LRRFIP2,ATP2A3,SP110,PCID2,ACTL6A,UROD,PKDCC,GALNT7,MCMDC2,ATP5B,HAX1,DOCK8,IP6K2,CTDSP2,SLC25A29,GLT8D1,MRPS17,MRPS6,MYO5C,ALAS1,MAT2B,NID1,SLC44A2,TMOD3,ABHD13,VKORC1L1,TAF13,RYK,ALKBH7,MFSD2B,LTBP1,CYR61,MAGT1,TMEM30B,NEU1,CPSF7,PC,TWF2,MAP4K5,CD2BP2,GPCPD1,CACNA1F,NAGK,UBE2L6,CSTF1,FAM8A1,KCNK1,ARL2,RPS19BP1,SLC4A7,HRSP12,LTB,BEX1,EWSR1,ACBD3,APOBEC3C,PHACTR2,SHARPIN,TRIB1,ICE2,CTDSPL,CDK2AP2,GLOD4,CDK11A,CES2,CALM3,OLFML2B,COL16A1,UBE2N,ATP5G2,SAA1,CCT6A,INTS10,SLC11A2,RBM8A,LAMA4,CALCOCO2,COMMD9,TSC22D2,AP1B1,DHX9,DDB1,CCDC167,MYB,SNRPD3,ERGIC2,NUCKS1,ITGB1BP1,HEG1,CTGF,LMO7,BIRC5,CCNDBP1,ZNF688,MVK,CD36,ABHD3,CSAD,LOXL2,VPS16,AKNA,MBOAT2,AMOTL2,CEPT1,GRAMD4,PQBP1,RORC,MAN1B1,AP3D1,ANO6,EIF2AK2,FBXL20,CTNNBL1,CYBA,PSD4,SUPT6H,CLTB,ARCN1,CCNY,CLTC,GNAI3,MAPK1,KDM4B,THOP1,RHOT2,YIPF3,PCYT1A,PEA15,NOLC1,TMEM128,PDGFRL,IAH1,BET1L,SERPINB1,WDR90,FBXO18,ETV6,ATG101,SRSF1,MRPS16,CEBPD,AGPAT2,LAPTM4B,IFITM2,ZNF148,RNF40,EFHD1,PAM,EIF6,NCSTN,FUNDC1,ATP5G1,PMM2,TTC37,NDUFA9,C8orf33,DRAM2,SKP1,GSTP1,USP24,APIP,MTHFR,ZBTB18,TCF25,SRGAP2,HBS1L,MMP15,SDC3,SRRT,EPN3,GSK3A,MTCH1,PFKL,RING1,PIGQ,BRK1,UFD1L,TGIF1,LSS,CPPED1,PLK2,AIG1,BOLA1,DNMT3A,PSMC5,AGPAT3,PNMA1,KIAA1217,PSME2,BID,POMGNT2,SEC24C,UQCR10,BTBD3,DR1,TMBIM1,RPL27,PSMD12,IGSF9,MED9,LINC00493,CCT7,MRPL13,AK6,USP7,MAF,UQCRHL,MRPS15,ETNK1,PEX11B,TMEM50A,LIMD2,SEMA3C,MAPK6,CHCHD1,SPATS2L,CNOT8,MIER1,DAB2IP,JKAMP,PFDN4,HSPH1,AQP1,HDGFRP3,RAB24,PCM1,POLD4,CTDNEP1,GINM1,EXOSC6,CDK5RAP3,SUN1,ADNP2,TCAP,MRFAP1,EIF5B,CBR1,ADCK3,SMC5,GLIPR2,MAN1A2,PAICS,KLF16,NFE2L1,TMEM242,NCOR1,RAB18,LIMA1,FAHD1,IDH1,OXA1L,TINAGL1,PTCD1,JAK3,ISLR,GPD1L,SPHK1,UTP3,ANKRD13D,CUX1,NDST1,TMEM132A,STAG2,SLC6A8,CMBL,AMD1,PODXL2,KIAA0232,ADD3,PTPN11,NPTN,MATN3,SKIL,CHD6,FBXL17,UBE2I,NR1H2,TMEM30A,UBA2,TRA2B,GLTSCR2,TBC1D4,PLXDC1,MFF,RECQL5,NOMO3,NUCB2,SYNCRIP,CECR5,NBPF14,TRPM4,GREB1,RPL7,SUV420H1,UBE2Z,VAMP5,SOD2,RBM12,CD2AP,PCNX,SLA2,CARKD,TRAPPC2L,PAGR1,MKRN1,SLC12A4,PEF1,PSMD2,UBR3,PHF14,LAMB1,KITLG,CEP68,BRE,C7orf26,HSP90B1,FAM58A,MAGOH,BAG6,BCL7C,SSH1,AASDHPPT,CYFIP1,FAM208B,PSEN1,KANSL3,GPR160,RALGAPA1,MRPS10,C6orf89,GARS,NUDT2,USP22,SLC27A4,PARP10,CRACR2B,CD82,DBI,CDC42SE1,NSMCE2,SNX14,RBM28,DCP2,ADO,NT5DC1,TBCE,DKC1,FASN,RFC2,TMEM131,GMFB,DNAJB2,PSMC6,MCMBP,NONO,PTPN12,AARS,PML,NQO2,LAGE3,EPS15,HNRNPM,ELMO2,INSIG1,CD47,ARFGAP1,ZSWIM1,SPRED2,CSNK2A1,NUP133,WBP5,PRSS8,CA12,GBA,COG3,CYLD,CFAP97,TPD52L1,EFCAB14,POLR2A,MAGOHB,CUL4B,NCOR2,CCND2,RBM38,EIF5,RPL35A,IFNGR1,ZNF329,VWF,COA5,SNRPG,GGT7,C1GALT1,DNAJA1,CCNB1IP1,TRPS1,ATP6V1H,MICU2,LMO4,MED1,CCT3,WDFY1,ENTPD1,ALDH9A1,CHID1,IFI35,PSMD10,RNASEH2C,KCTD3,SERTAD3,NBPF9,CASP3,FLOT2,NUCB1,SBF1,TAF10,ANXA6,RAB5C,GRASP,TTC36,COA4,ACAA2,TRAPPC4,CIC,PPP2R4,EDEM2,KLC2,ASS1,NABP1,TRABD,VAMP7,KIFC1,GABPB1,AMOTL1,PCNT,CRYAB,ATP6V1F,ASL,ABCA3,FAM84B,C10orf54,LAMC1,SEC22B,PRPF6,MFN1,NSUN2,AREL1,ACAP3,CELF2,ARSA,RARS,TOB2,G3BP1,KIAA2026,ALYREF,CLPP,BCLAF1,CBWD3,BRWD1,DST,DGCR6,SYTL1,RPS25,S100A4,YIF1B,STX7,QRSL1,CCNF,ZNF644,GTF3A,VIMP,HIBCH,SNX30,FAF2,COX7A2L,OTUB1,KDM2A,TNKS1BP1,C15orf39,DSC2,VAMP3,U2AF2,ENTPD4,GPATCH4,PDPN,ARF3,TOP2B,STYXL1,IGSF8,ADAMTS2,NELFCD,PBXIP1,PLVAP,TMEM219,COMP,ATIC,GORASP2,PINK1,HSPA14,HNRNPA0,MTMR2,SPATS2,PPIC,TARDBP,COL4A2,GPBP1,FZD8,TGOLN2,FOXP4,VASN,CD248,MGAT2,EIF3C,TSPAN3,ZC3H7A,ETV3,SAMD1,EIF4EBP1,EMP1,ARRDC3,NSA2,AHCTF1,HIGD1A,CISD1,GBP2,TMEM192,PIK3R3,RNF216,WASL,TWF1,MEST,NPC1,FXR2,PEX13,UBE2V2,INPP5J,RCC2,CBX1,KIF16B,WDR82,COX6B1,PROSER3,SS18,TTI1,SDCCAG8,FMO1,ARPC5,MAP3K1,CA8,WNT7B,CASZ1,CLTA,ADRM1,ARID1A,POR,UGGT2,B3GALT6,GPI,AKAP17A,IARS,EPS8L2,EIF4B,FNDC1,FBXO42,TNKS,NAT14,ZNF609,COL6A2,GTPBP1,RPS13,TCF20,PPP2R5A,CMTM3,GTPBP6,C7orf50,SPOPL,IGF1R,WDR46,LARP4B,FAM20B,GM2A,PREPL,ADIPOR2,MUM1,MARCH9,CAND1,SKIV2L2,CISH,SF3A1,UACA,RAP1GDS1,ABHD17C,CCNC,NPIPA7,VPS45,FZD6,ZNF397,ASCC2,SCRIB,MRPL22,XPO5,C17orf89,FRMD6,QARS,MDFIC,EIF3I,PCMTD1,MOAP1,MTRR,DNAJB6,PMP22,ECHDC3,KIAA2013,FAM32A,TSC2,HSPD1,RPL17,ECHS1,PTPRS,BAX,ZFYVE16,ATG4B,HDHD2,CLNS1A,CD109,HNRNPUL2,TMEM119,DLAT,ZDHHC12,PJA2,AFG3L2,SPOP,OSTM1,SLC48A1,NCBP1,JMJD8,OXR1,LARS,NPIPA8,AP3S1,TSC22D3,RRP7A,BCAR1,RC3H1,NDUFB3,MYCBP2,G6PD,SRSF10,PKN1,CPEB4,MSL3,CHD3,TRIM33,RNF20,MAGED1,MTHFS,MZT2A,BRF1,NAIP,TOMM34,NARF,PLS3,SMC6,DEGS1,EPB41L1,RMND5A,PIEZO1,TCP1,CYBB,THOC7,CSNK2A2,RXRA,CDK2,PSMD13,VTA1,RC3H2,SASH1,GNAI2,UXT,TFRC,SCOC,RAB25,E2F5,ZW10,MSTO1,GON4L,IBTK,NOTCH2NL,EDEM3,SPP1,SMIM1,COPS5,BTBD1,LPAR1,MROH1,UBFD1,HADHB,LPP,UHMK1,TRIB3,RARRES2,EMC1,TRAPPC3,PSMD11,STRN3,PRAF2,GNB5,MISP,CDC42BPB,ALDH3B2,RBM26,ARHGAP23,DCAF10,STAT2,PARM1,DICER1,TMEM222,IPO7,ZBTB11,SPRED1,PSMD6,TFDP2,RNF44,FOSB,FAH,ASPH,UEVLD,PLCG1,SDF2L1,OCEL1,BAG3,DYRK2,GCC2,PON2,IFI44L,LPPR2,AGPS,PIP4K2C,CEBPB,ECI1,ANAPC1,BOLA2B,PDE4DIP,G3BP2,SEC23B,NGLY1,P3H3,MYO10,REST,PKP2,ATAD3B,TAOK2,BAD,WDR3,SELO,MVB12A,MTR,DCAF12,TRIP11,TRAPPC5,GLUD1,PYGO2,HMGN2,EGR3,HNRNPC,RARG,SYNRG,RNPS1,DSG2,CIAO1,DEPTOR,SZRD1,NAT8L,LUM,SNRPD1,EIF3J,LAMB3,SLC35A2,FZR1,IRF2BPL,LDHB,ZNF335,DIO2,MATR3,ZNF280D,SH2B1,FAM96B,RBPJ,ATXN7L3B,MTL5,SNAP29,NDUFS3,HSBP1,MAU2,AK1,ZNF655,PSMD14,CC2D1A,TUSC2,SLC35E3,CCDC132,ACO1,KIRREL,IL6ST,CCDC80,CITED4,SMUG1,SLCO2B1,CDK11B,SEC62,FAM83D,NSUN5,LTF,TPI1,TRAPPC12,CYB5R1,LYRM2,PRPF4,PLAT,MRPS22,NPDC1,PSMB7,KIAA1109,UQCC2,CCAR1,PLXNB1,TCAF1,TMEM70,SMDT1,MUCL1,TNK2,STK4,NCCRP1,CATSPERB,SEPT9,SEC14L1,TAF15,CNIH4,TERF2IP,TMEM167B,ISCU,DNAJB11,THRA,CTDSP1,NEMP1,SFT2D2,CAPRIN2,C11orf24,UBALD1,IL20RA,GALNS,KLHL42,MAX,CHURC1,CAT,ZNF22,ZFX,PIK3C2B,SUZ12,COX14,CHMP7,ZBTB37,ANKRD17,PALLD,CPT1A,NAA60,MTA2,ZNF703,ADCK5,PSMC3,ACOT13,YLPM1,LXN,TERF1,TMEM109,C19orf48,CRTC3,EIF3A,LSM2,ZNF467,AP1M2,ISG20L2,LARP4,RHOD,CD99,ATP5J2,NRIP1,APTX,ULK1,YTHDF2,UQCRFS1,ADD1,FAM89B,PPFIBP2,CRIM1,AIM1,ABLIM1,EMC10,SEL1L3,SORL1,MFSD6,PRKAG2,IMPACT,RNF2,NRP1,TBRG4,TRIB2,PTPRG,HM13,FAM83H,AIP,MAP3K11,LRRC8A,TBC1D17,HSF1,GMPS,XPO4,VAV3,NGFRAP1,SNAPIN,SUCO,NOP10,NPEPL1,MYSM1,WDR26,CSGALNACT2,BPHL,MARK3,LAMTOR5,EMC7,C14orf1,CNDP2,UFM1,DDX49,HN1,CABIN1,C3orf14,HGS,KRT10,CHD4,NDUFV1,POM121,TELO2,PHF5A,NTN4,PBRM1,UBE2E1,CKS1B,PICALM,EVI5,PDCD11,SSRP1,RGS1,BTBD6,UBE2E3,PPM1A,STIP1,MRPL41,NEK9,ANKRD36C,MIA3,MAPKAPK5,CUL9,ITSN2,SPTY2D1,C19orf66,SNX21,ITPR2,AGFG1,FRA10AC1,MFAP1,RGPD6,NBPF12,CST6,EPCAM,BIVM,NGRN,EMC3,PCDH7,USP48,CLPX,MEAF6,SMARCA5,CFB,EFNA1,PCBP4,C2orf68,TTC39A,RMND1,ENOPH1,PCK2,MRPS27,BLCAP,FUZ,RNF166,CDV3,MORF4L1,ARID4B,ARHGAP29,UPF2,RNF146,DDA1,PHYKPL,DIDO1,ZNF91,PLEKHA6,ATP6V1D,MCM3AP,CHMP2A,TGFB3,UBE2E2,CBX5,COPRS,ISY1,ODC1,REEP3,NBEAL2,ANAPC7,C1QBP,PDCD6IP,OTUD5,MBTPS1,CPQ,LEPROT,USP28,TLDC1,CXorf40B,CYTH3,SLPI,PIKFYVE,RPS6KA4,ZNF573,UTP23,MTX1,ACTR10,IP6K1,ENPP1,APOC1,TBC1D23,TMED8,ARHGEF2,HEATR5A,SUGP2,ARL8B,MOB1B,DAZAP1,PEG10,CILP,C16orf72,YWHAG,ARHGEF6,NUDT4,STK26,CCDC74A,TXNDC16,PCGF5,MRPL27,EFNA5,INPPL1,TSPYL5,DARS,NUDT21,ITM2A,SMARCD3,MAP4K4,C1QB,CSNK1G2,NF2,ZNF260,SVIP,REXO2,TAF7,HID1,BMI1,APPL1,CDKN1C,CAMTA2,TAF9B,GJC3,BEX4,CCDC109B,MCFD2,SMAD5,UBE2Q2,WFS1,MTMR14,IFT46,GTF2A2,CDCA4,PRKAG1,AXL,CD2,RANBP3,HEXA,RGS12,RAB31,TPGS1,LIMK1,ARFGEF1,PECAM1,RB1,C19orf25,FAM53B,PLA2G12A,PAPSS1,HNRNPH2,RUNX2,ODF3B,HOMER3,CMIP,NPLOC4,TOMM22,DUSP5,MYLIP,FKBP8,SACM1L,EPSTI1,ARF6,TMEM183A,MRPL23,MPRIP,CNBP,ILF2,FHOD1,STAU1,MRPL43,GATAD2B,C2orf54,ATF7IP,CORO1C,CCND3,DCAF8,TMEM189,WWTR1,TCEAL3,PPP2R3B,LIMD1,SLMO2,ZNF791,DCXR,CHM,TRAK1,TMEM115,DTX2,XPR1,DCTPP1,RBM14,RAB3D,SHOC2,C6orf62,EGLN1,AHCY,SEC16A,NUDCD3,MICAL2,ITPK1,SNX6,COX11,CUEDC2,DUSP3,RASEF,FBXO6,ELOVL1,SARS2,FDX1,CRY2,CKS2,CLINT1,TRUB2,MANBA,YAP1,BRI3,ARHGEF26,VPS13B,PPP2R5C,IFT122,ATXN10,LMTK3,HMCES,DIXDC1,ITPR1,RND3,MRPS34,NCKAP1,MLLT1,TMEM62,GPT2,PTPRK,GNL3,CTBS,THTPA,ZDHHC18,NOTCH3,LARP1,TXLNA,ADCY5,AP1AR,TPRKB,SRGN,CUL5,CSNK2B,STX5,SCRN1,ACOX2,DNAJC21,GNG5,TP53I11,PPP4R1,HIPK2,HLA-DMA,ZPR1,PPFIBP1,DPP3,EEF1G,ATP6V1E1,RUNX1,CREG1,HECA,MAGED2,FABP5,SNAP23,HNRNPR,HPX,YWHAE,ERLEC1,KLC1,ATP1B1,RAD21,GGA2,LAMTOR2,ATXN2,CMTR2,CRIPT,DNAJB14,TARS,PEX26,FAM160B2,WDR33,IQSEC1,HOXD8,TPST2,IRF2BP2,ACTR2,TUBGCP2,PLEKHH3,EMC9,ITIH2,CDC16,FZD7,WAPAL,FAM192A,N4BP1,SAE1,MCF2L,UCK1,USO1,MAP1B,FAM177A1,CYSTM1,ACLY,ELK4,IWS1,CDK13,PHAX,DDX21,KCTD15,YTHDC1,ABHD17A,HIST2H2AA3,SH3BGRL3,EIF4A2,CHCHD6,BRMS1,PPP3CB,ARAP1,ABI1,ZFC3H1,SRPX2,TSPAN9,RSRP1,ARMC1,EPB41L5,PRKAR2A,PRNP,KDM6A,SERPINA1,CCDC57,LLGL1,PDCD10,USP14,GMDS,ALDH3A2,C9orf69,ATP6V0A1,GPAA1,XPO1,ZC3H18,CBX4,CENPB,CA2,MRPL14,ZC3H11A,TMEM54,R3HDM2,GNPNAT1,D2HGDH,ARMC8,CHMP2B,CCL2,C9orf78,USP21,PARN,TTC14,LSM1,TOP1,ARHGEF37,ZNF623,SFN,LIPA,APOL1,PAWR,MCM6,ZDHHC24,GALE,U2AF1,LHPP,ARIH2,SYT12,PRPS2,GPR108,DLG5,GOLIM4,RANBP2,YTHDF3,HAGH,MTHFD1,RNPEP,PRKD2,COBLL1,SLC35B3,GABARAPL1,NUS1,METTL17,KIAA1191,CAB39,FLI1,CTR9,SPINT1,REEP6,ZMIZ2,SEC14L2,IVNS1ABP,ZCCHC14,UBN2,ALDH7A1,STK40,ZDHHC8,TBC1D5,EHD1,UBAC1,PPP1R7,MIB2,MLEC,CAMK2N1,TAB2,FOXK1,HES1,TRAF5,SAAL1,CARS,HES4,LEPROTL1,SSBP4,KAT6A,LYZ,HDAC3,TIMM8B,ABCC5,TMEM97,LAMB2,CPE,FAM98C,ILF3,EPN1,INSIG2,SKIV2L,EBAG9,P2RY11,FBXO25,SCP2,FKBP9,ZNF326,IFT52,SREBF1,CDC42SE2,MAST2,NDUFB5,SUN2,ZNF687,TPSAB1,ANKRD13B,AKT1S1,SEC23IP,SMIM12,GNA11,TMEM98,ANAPC4,DUSP1,USP36,MT1G,B4GALT5,MRTO4,APC,CSRP1,ANGPTL2,PCF11,STX16,DGKZ,C14orf166,CFDP1,NMRK1,RNPEPL1,PACSIN2,FNDC3A,ZMPSTE24,SLC39A9,ITGA11,ZFP91,NT5C,TM7SF3,PEX6,MGRN1,NMRAL1,TUBA1C,ALDH1B1,FAM173A,CERCAM,ITPRIPL2,CADM1,SYVN1,FBXL4,MMADHC,APPBP2,IFT140,SMPDL3A,SH3BP2,SAYSD1,SLC8B1,C17orf85,NBPF20,OSBP,LETMD1,SLC35E1,IRAK4,RNF181,SOS2,FRMD4A,RNH1,RHOQ,GREM1,FAM102A,ZNF274,CETN2,ICA1,PHPT1,CLSTN3,SF3B2,FXR1,SPON2,RDH14,METTL9,SLC39A10,MPDU1,COPS6,NUPR1,PRPF4B,PREP,RECQL4,SPIRE1,PIP5K1C,MARCH2,FAM83F,LTBP2,RAF1,SVIL,BOK,CAPN7,RNF141,SORT1,SSSCA1,SRM,PPP4R2,NARFL,MEGF9,TES,FAM198B,KLHL24,MTA3,PPP1R18,SLC20A1,AKR1A1,SLC5A6,FLCN,DVL2,CNOT11,MYO9A,VPS26A,ATP2B4,TBCD,ZFAND3,KIAA0040,SEPT11,TGIF2,HTATSF1,DHRS4,NDUFS5,SLC44A4,CERK,IRF1,NDRG3,FNBP4,MRPL40,NBPF10,CANT1,AHI1,HMHA1,PDCD2,IKBKB,SIDT1,RARS2,RELB,EIF3L,SPR,RRAS,H2AFV,PPM1F,TMCO3,MTOR,PGGT1B,NR3C1,C22orf39,SNRPN,AGAP2,F13A1,RAB34,RASSF4,KRI1,IFNAR1,GRPEL1,EIF2AK1,FAM120A,LHFP,UBA3,OSBPL1A,KIAA0368,AKIRIN1,MRPL47,SAV1,MME,ECHDC1,SUPT4H1,PSMA3,NDUFS8,PARP9,UBA7,PLXDC2,R3HDM4,TIMP1,AAMP,TADA3,GTF3C2,ZEB2,SHTN1,SREK1,KBTBD2,TK1,ALDH2,IMP4,CDK2AP1,ASNSD1,GFPT1,KCNS3,ITPA,PFKP,INPP4B,NFX1,DYNC1H1,RNF41,TXNDC15,PTPN23,METTL2B,AKR1B1,UBA6,NBAS,LDLR,SENP6,MTFR1,POLR2L,SLC3A2,FAM107B,SC5D,SOCS6,ACVR1,FAM134C,NABP2,MYO1C,FCHSD2,GAPVD1,VDAC2,NKIRAS2,TSPAN17,BBS2,UBL4A,DKK3,MAP3K4,MED10,CACUL1,SDCCAG3,GADD45B,LRRC14,ACTR1B,DNAL4,KDM5A,TMEM256,TMEM9,NCOA6,MGLL,BAG1,FAM20A,TXNDC12,REEP5,MARCH8,MXD4,ENOSF1,SRP19,RCOR1,SAP30BP,CDC5L,SPG7,ABL1,SCARF2,YPEL5,SNRPF,GOLGA8B,UBE2W,HIP1,EP300,PTRH2,MCTS1,C6orf1,RNASEK-C17orf49,WASH1,GJA1,ARHGAP32,MYBBP1A,MRPS26,SUMF1,ZHX1,DEK,CHTF8,ST6GALNAC2,SLC1A5,GOLGA7,LHFPL2,LGALS9C,MRPL18,TTC19,C18orf32,DENND5A,KDM5C,ATG12,ANKRD52,NBPF15,IRF6,RNASEH2B,PYGB,FAM35A,SLC31A1,AHR,WDR74,NDUFB1,ZNF121,KIF1B,TMEM19,LRFN3,CINP,SCO1,PHF20,TRIP10,PPHLN1,FBLIM1,EFEMP2,EIF1AX,MBD6,LLGL2,SEC63,CHD1L,HMG20B,NR4A1,SEPT6,ZFAND6,UBE2S,HDAC5,NOP58,TMEM214,METTL7A,MAP9,CST1,TMEM176A,KPNB1,SIX1,MRPS18B,POT1,LZTR1,TMEM55A,EGLN2,CEP57,PSMA4,PITX1,DHRSX,TMEM160,MRPS2,EIF4G3,RRAS2,COPZ2,POLR2J3,PPIF,PDPR,OGFR,CH507-152C13.1,TCERG1,WDR13,ZNF7,FAM127C,ATN1,TSPAN5,RSRC2,NFATC4,EIF2B5,BMPR2,TRADD,TFAP2A,CREBRF,COL5A3,HEATR5B,VPS25,PPP1CB,FBLN2,SHMT2,DCTD,FNBP1,TACSTD2,ZCRB1,SMAP2,TOPBP1,WDR81,RFC1,NCAPH2,DFFA,HIATL1,RNF115,GGNBP2,EIF4E2,RAB21,TPP1,TRIM8,DGKH,HCFC1R1,TMEM223,FGFR1OP,COL11A1,ZNF768,MCM4,AC004556.1,FAM98A,NDUFV2,VBP1,DGUOK,CLSTN1,SHISA4,NEDD8,DCAF7,CXCR4,SSC5D,SLC43A3,TMBIM4,TRAPPC11,ACTR1A,FANCF,VAT1,BET1,PRRC2C,SIK3,RAB6A,KNDC1,SLC12A8,GCLM,ABCE1,CYB561D2,MPHOSPH6,PSMG3,TCEB3,FBXW2,SLC30A1,DEDD,HNMT,CNIH1,RSU1,SP3,PIP4K2A,RHPN1,VPS4B,TMEM129,DUSP16,WDR36,SMYD3,CBLB,RPL39L,PI4KA,SLC39A7,HDHD3,ZC3H3,ALG14,pk,KXD1,NECAB3,IRS1,UNG,CORO7,C11orf58,SNRNP25,CCDC64B,FBN1,EPB41L2,CXorf40A,C1orf56,PARVA,SURF4,ATP6V0E2,GMPR2,ST3GAL4,NDUFS6,PMVK,SIAE,UBQLN1,WDR45B,CDIPT,NREP,GORASP1,NUDT1,GPC1,CD14,UBXN11,NOL11,ORMDL2,PPP2CA,BCL6,MSANTD3,NADK,NUDT22,BLVRA,CDKN1A,ZRANB2,UBE2G1,C15orf48,PSMA7,PHLDA3,CERS5,SRSF4,ZBTB7A,GPR157,STIM1,SPTLC2,SLC35C1,XAF1,RAB15,BAZ2A,H2AFY,CHKB,PDZK1IP1,TTLL12,PLXNA1,ACP1,KPNA4,CSK,PRKRA,UFC1,ETV5,RBCK1,CAD,MRFAP1L1,FAM21C,PRPF40A,HMGCS1,PNKD,TTL,ZFHX3,C21orf33,GATC,FAM114A1,ZC3H13,TP53RK,MYEF2,CTSS,FAM73B,BAZ1A,MSR1,IFI44,POLDIP2,SECISBP2,RPA2,TLN1,RABGAP1,RABGAP1L,RFWD2,YWHAH,KRT14,IST1,TFAM,IMPDH2,PPAN,PLOD3,AMZ2,PDE7A,AFF4,HS2ST1,PNMT,SAFB2,PRKACB,NMD3,FAHD2A,MED13L,NAPEPLD,KDM6B,GFOD2,YBX3,KIF1C,GRHL2,CFH,SOCS3,PHB,HDDC2,SLC25A25,POLR2G,ALG5,ARFGEF2,SPAG7,TBC1D10B,MT1X,ABCA2,FBXL15,COQ4,SF3B1,ARSD,KIFAP3,TSPAN6,PPP1R26,GGCX,BCAS1,TSPYL1,SDE2,EGFL7,RNF217,HLA-DPA1,FAM199X,LSM6,DDX1,VEZT,ABHD14B,CMTM8,POLR2D,ABCD3,DIAPH1,NEDD4,BLOC1S6,CLUH,TMEM199,CDC42EP4,BSDC1,PRKAB1,PEX2,FASTK,STT3A,TRIQK,ZNF552,PKN2,BDH1,ARHGAP30,YBEY,OSER1,SLC30A7,KARS,SLC2A3,TMEM127,RPS6KB2,DHFR,CLMP,NSF,EVL,ZNF384,FAM156A,BRD9,RASD1,C11orf49,BMP1,MSN,NUP98,ATP5S,AGAP3,TNRC6C,KLF9,TMX3,BRD2,PSMD1,TPBG,SF1,ZMIZ1,HEXDC,PAFAH1B2,FAM204A,NXF1,HOOK3,STRA13,DPY30,TAOK3,PNO1,RASA4B,ARHGAP21,TBC1D16,GADD45A,SNX19,DTNBP1,UBALD2,SDF2,PDS5A,CHAMP1,NFKBIA,SH3RF1,BAZ1B,PLAGL1,ARRDC1,SGSM2,MB,ZNF783,GPS1,DNAJC5,GCN1L1,TMEM63C,CEBPA,HSPBP1,FAM168B,POLR2C,SPAG9,ACADSB,PIH1D1,RUFY2,URM1,AP5M1,ATG5,FOXP1,SLBP,NEK6,SPECC1L,CDYL,TM9SF4,AP3M1,LGALS7,PSMB5,VAMP2,RNASE1,TC2N,BRD7,EDC4,RAP1GAP2,LRIG3,KPNA1,FNDC3B,STAT6,AVL9,C8orf76,MPI,SPTAN1,EID1,SLC45A4,MAP3K7,GGH,MRPL10,PGM3,MANSC1,SNRPA,DNAAF2,TMUB2,TMEM251,TXNDC17,RGPD5,MAPK14,ABCF3,TPRA1,SLC52A2,ANAPC13,BRAP,CNP,PIK3C3,TLK1,SBSPON,USP8,DGCR8,JUND,HDAC11,CHCHD5,SCO2,SBDS,EXOSC3,FBXO9,C4orf27,DLD,FRYL,CDC27,RHOV,DOPEY2,ASPSCR1,TMEM164,FAM45A,WRNIP1,SNCG,ME2,LURAP1L,AKR7A2,MUL1,C15orf59,OCLN,LRIG1,MOB3A,C1orf27,FAHD2B,BIN1,C1D,ADPRHL2,ACKR3,METRNL,ZNF146,GOLGA4,SAMM50,RIF1,PHF23,ATF3,PEX11G,ABI2,SYTL2,CSF1R,PLEKHO2,CRAT,KCTD10,EXOC5,HIVEP2,MLH1,SOWAHC,NBPF1,NCBP2-AS2,PRMT2,TRMT5,MRPS5,GSKIP,ELL,LGR4,KDM3B,CYB561,CNPY3,COL8A1,FAAP100,PISD,TATDN1,BRI3BP,FGB,POMZP3,NCK2,NSMCE4A,NTHL1,DGAT1,PDS5B,LEMD2,SMARCE1,NDUFA6,FOXD1,PPP6R2,ETFDH,IFRD1,GUF1,VPS54,EIF1B,ZNF292,UNK,PHF2,RPRD1A,YIF1A,PHF1,ITGAX,ATE1,EMP3,SLC37A4,USP6NL,TAF5L,UBQLN2,GGT5,TIPIN,PREB,AFTPH,GJB2,HERPUD2,TSPAN15,NT5C3A,TBKBP1,POLD2,SLC35A1,PEPD,SGTA,HSDL2,PAK1IP1,RAB3GAP2,SF3B6,MRPL32,VARS,PDGFRA,TIMM44,LGALS9,NAE1,LIMCH1,KIAA0930,RAB3IP,MYCBP,EHMT1,ZNF518A,COA3,CCDC94,IGBP1,ZDHHC5,SENP7,PIGX,LSP1,ANKRA2,YPEL3,PCMTD2,CLIP1,IL32,PURA,C19orf24,NFYB,ZP3,WBP2,ABCA1,BTBD10,HMGN3,PXDC1,B3GAT3,IRF7,GPC4,CYB5B,TRMT1,NFATC2IP,ATP13A3,XPNPEP1,IFT57,SCYL2,DNAJC13,ZFAND2B,UMPS,MACC1,SERF1A,C10orf76,TRRAP,NSMCE1,ZNF776,TRIL,RAB5A,SETDB1,RRAGA,HNRNPAB,CD48,PITHD1,ACSF2,RBM42,ARMCX2,RABEP2,SRPR,SDHAF1,JOSD2,DBN1,SLC25A44,ST6GALNAC6,PARP12,ZBED1,NIPBL,CEBPZOS,KCMF1,OGFRL1,HSPA4L,SUGT1,IFIT1,NDFIP1,FAM134A,ZBTB44,UGCG,SMU1,SLC25A46,C8orf4,SLC16A3,MYO1D,BPNT1,POLE4,FBXW9,AP3S2,RNF185,SLC46A1,MEF2C,CDT1,DNMT1,CCDC14,NPIPA3,CLDND1,MX1,CIZ1,DSN1,SLC2A10,JAG1,STK25,ARHGAP4,HEXIM1,CDK10,SYNGR1,SLC33A1,ARID1B,CAPS,TRAPPC13,SNAP47,RALGDS,C16orf13,FBXO46,PNRC1,B4GALT2,BCKDK,EIF4E,FHL3,USP10,ID1,GSDMD,STARD7,UQCC3,SCRN2,FEN1,TXNRD2,ARFGAP3,DHX37,FNTA,MRPL21,SMCHD1,ATF6B,DHX36,VCAM1,NAB2,ATRN,BRD3,FAM208A,TMEM120A,SBNO2,SNX29,CLEC11A,CAMSAP3,CCDC25,THAP4,FOXO3,KIAA0101,PEX5,INPP4A,CYTH2,RBX1,H6PD,FAM127A,SOX9,ELK1,HYAL2,MTFR1L,FBXL19,C4orf32,NDUFAF3,MACROD1,MARS,SEMA4C,TMC6,SNRNP40,E4F1,SNX27,PDXDC1,ZDHHC9,SREBF2,SLC16A5,ARID3A,TSG101,ZER1,SSH3,ZNHIT2,NUP50,TPRN,TUBB6,INHBB,FAM3A,CHFR,LSM8,TOX4,ECSIT,MPC1,GLIS2,MED14,JARID2,HSCB,OBFC1,EIF2B4,RERG,WBP1L,RAB27B,LAMC2,RBM15B,KIAA1468,AKAP1,THUMPD3,TJP1,SLC25A4,ING1,MYBL2,BOLA3,CCDC88C,FBXO28,RPUSD3,MRPL11,DIS3,PPP2R5E,C7orf55-LUC7L2,KIAA1324,FAM111A,TCEAL1,C8orf82,BANF1,CLEC2D,BNIP2,TNRC18,SHROOM3,HEXB,SCGB2A2,RNF38,AHSA2,MGEA5,SMARCA1,SCAP,DNAH14,SMARCC1,DHX38,TRAPPC2,PLCD3,ZNF83,IGFLR1,STAT5A,PLEKHA1,USP38,MXD3,TBC1D9,LCP1,SCAMP1,PRRG4,IQCB1,FOXN3,TK2,EIF2AK3,NEIL2,CRAMP1L,RALBP1,PAPLN,CD99L2,PDRG1,ZDHHC7,TMEM150A,ANXA11,NT5DC2,WDR45,SLC29A1,IGFBP3,CASK,MRPL52,PITPNA,DNPEP,UBP1,DCTN3,CFAP36,OTUD7B,CCDC47,DDX27,RPGRIP1L,ZNF587,PRKACA,RHBDD2,TOR1AIP1,UBE2Q1,PLBD1,PMPCB,PHKA2,SUSD6,MFSD5,AFF1,ELAC2,TRMT61A,PIGK,ACADS,APBB2,HSH2D,MED22,SRF,UBE2H,SLC35B1,MED13,SH3PXD2A,VPS13C,RALA,PDZK1,ZC3H7B,TOP2A,SF3B4,PNPLA2,DBNDD1,DUSP12,COMMD7,FSCN1,PIGG,PLBD2,LRRC58,BTF3L4,SLC25A11,PPP1R9B,LPCAT2,STAB1,ME3,SAT2,NRBP2,INTS6,A1BG,BIK,ATG14,NUPL2,DCUN1D1,AKAP8,TMEM175,PHC1,HRAS,MGAT1,PDCD5,PDPK1,CEP250,LIX1L,DEF6,TPD52L2,SOX13,C11orf73,RET,PDCD6,CCDC117,TVP23B,RNF187,ANO5,TACC1,USP19,FECH,ASMTL,RAB9A,PSMB2,SLC19A1,TRMU,CAMK2D,ZNF672,IDH3B,NUP43,TCEAL8,P2RX4,NDN,COL8A2,POFUT1,YEATS2,TMEM245,GRPEL2,USP3,BCAM,DNPH1,TRUB1,TMEM8A,ACIN1,ASB8,FMR1,JAM3,VDR,FRG1,NDUFB8,SH3BP5L,SURF6,SMPD4,APBB1,NASP,PLEK,ITSN1,GPR180,MRPL35,RBM23,RBBP7,POLR1C,FAM174B,NUP210,SIX5,TRIM13,LAMTOR3,RAB11FIP1,NIFK,CD93,CDR2,GNB4,RAB35,ITGB3BP,THOC3,SAP30L,NOP16,PSMA6,MNT,F2RL2,GGPS1,PATZ1,DIMT1,EIF2AK4,SMAD2,RYBP,RP11-1212A22.4,USP5,RNF4,CLDN12,PCCB,ERP44,DENND1B,TRIM38,QSER1,HEBP1,PLEKHA2,PXMP4,ZFPM1,ESRP2,NUDT5,MOCS3,CLN6,ZCCHC6,LMOD1,GABPB2,GUSB,SERTAD2,PRDM2,C19orf60,MRPL16,HECTD4,TMEM106B,FCHO2,MARC1,ZNF692,CRCP,CTNNBIP1,PTPN6,EBNA1BP2,EXOC1,MGMT,MOSPD1,TRMT2A,FAM102B,RNF170,ATF2,GMPPA,TMF1,TEX261,CELSR1,ENKD1,C9orf142,CACNA1H,LRRC59,NR2F1,GNPTAB,C18orf25,IFT27,MAP7,EXT1,PTGFRN,SMTN,PACSIN3,PPP5C,POLG,PLEKHG3,ZNF24,MUS81,PTS,DHRS3,FHL2,TMEM260,FAM171A1,FLII,ADPGK,GLG1,PMPCA,PIN4,RAB14,AAGAB,AC007325.2,MUT,UPK3BL,BCAP29,FAM168A,FAM20C,DIP2A,DECR1,SIPA1,SLX1B,CPSF2,MMP9,LARP7,WNT2,FYCO1,ARL1,ODF2,OAS2,TRIP12,RAMP1,CRISPLD2,PRKCH,RALB,SOX12,RNF26,SRGAP2C,TMEM86A,BICC1,IPO8,PLRG1,THEM4,MRPL46,SLC27A1,PDHX,DOCK9,PTGES2,FAM206A,DMXL2,TOM1,WLS,DHX57,PTPMT1,PAN2,CP,PODN,PIK3R4,RRM2,KMT2E,DDX42,IRGQ,TRIP6,EPPK1,GBF1,MYO5A,ACP2,SAP130,PTBP2,PHACTR4,SLC30A9,SERGEF,MPDZ,MTX3,ST3GAL1,PTPN14,CYP20A1,TMTC3,PDLIM3,ROCK1,BRPF3,FLOT1,NOB1,DLG1,PPAP2B,PAK1,CRB3,ZNF668,ARNT,AHSA1,TANC2,LPIN2,MAPK3,HIST1H1C,TVP23C,RNF13,HMGXB3,LAMTOR4,TULP4,TTC7B,POLR2F,FSTL1,PIN1,TEX10,ATAD2,SCAMP3,PCED1A,ANGEL1,DDTL,IL17RA,P3H1,ARMC10,COG4,DDI2,EXD2,MICAL3,ATG9A,LBR,TPR,IFFO1,HNRNPA1L2,REL,AIDA,FPGS,C1orf35,ANKRD28,PLCXD1,ANKRD12,ATXN7,TRIM11,GOLPH3L,RNASEH2A,SFXN4,DMKN,TMEM168,AHDC1,TXNDC9,NUP153,ULK3,PKD2,ARPC4,RABL2B,SMG9,SRPK1,TMEM5,PXN,UBE2F,DPY19L4,UBE2J2,CADPS2,SWAP70,MS4A7,TNFRSF25,EXOC2,NAPG,TTC17,FEM1B,VARS2,SIAH2,ZNF562,ABCF2,B3GALNT1,CHMP6,ATG2B,PPP6C,SIRPA,ZNF316,DYNLT3,CHST15,SCPEP1,PRKRIR,SRP68,MIB1,KIAA0319L,TBK1,PHF3,GTF2H2,DDX24,SH3YL1,GNPAT,ITGA6,ARID4A,POP4,PIP5K1A,CSF2RB,GOPC,FOXRED2,COL14A1,TPCN1,FAM214B,RHEB,NF1,AMDHD2,SH3GLB2,TEX2,TMEM176B,EPS8,KAT2A,PCGF3,SEPT10,NDRG2,OST4,ZMAT2,ARHGEF7,MALL,MEX3C,CKAP5,AKAP13,FAM86C1,MON1B,NAPRT,RGCC,MIER2,THAP7,POMT1,ZMYM4,MZB1,DAB2,KAT8,MREG,DDIT4,GTF2A1,TRAFD1,RBFOX2,GTPBP2,TMEM254,LYRM1,ATAD1,DNAJC15,PGM1,SYMPK,EPRS,CRK,AK3,ATG13,ARPIN,NFKB2,HSPA2,N4BP2L2,ETS2,ZNF814,C19orf47,YEATS4,DDX54,BUB3,NUP62,PPP1R15B,HOOK2,ENC1,SRGAP2B,UXS1,SESN1,NAA35,IARS2,TLE2,C11orf1,LRG1,IPO11,MGST2,USP12,GAMT,SIRT6,EXT2,RRAGC,SGSH,GNB1,LOX,CHORDC1,MRPS14,TBL2,PTPRU,MAP2K7,ARIH1,NUP160,SARS,PDAP1,UBE2A,SETD3,PHF11,CTXN1,SAP18,ZG16B,SIGIRR,TNFRSF14,UTP6,PPM1G,ST6GAL1,IMP3,LIMS2,UBQLN4,EMC2,NBN,BAIAP2,ACOX1,MAN2A1,NFRKB,KIAA0907,CREB3L2,LDOC1L,SMIM10L1,C6orf106,CHPF2,USP39,MVD,ZRSR2,RUFY1,RPS6KA3,MICALL2,RNF144A,CCNT1,ZNF32,POMGNT1,SMARCA2,ZNF593,CCT8,TBC1D20,COA1,RPA3,DCBLD2,ABCB10,COQ10B,SESN3,FAS,DPM3,FDX1L,PARP6,RNMT,RNF138,CNNM4,ACBD5,PLAUR,SPG20,GOLGA3,WDFY3,CCDC12,MLST8,SNAI2,ZKSCAN1,CUL2,PDDC1,CCDC115,PPM1H,ASXL1,UBA5,SOD3,SETD6,SLC25A17,ENTPD6,NAT9,SORBS3,FAM133B,RABIF,ATP6V0E1,TRAK2,SRA1,TBC1D22A,DHX35,TCN2,RAB12,OXLD1,TMC4,UFL1,C5orf38,MCM5,ZNF512B,SSFA2,PRR14,GLB1L2,TRIM24,ANGEL2,POLR3E,TBC1D9B,YIPF1,ACOT9,CDC73,C22orf29,JAGN1,ATP5L2,GPD2,XPO6,KLHDC4,CPSF1,KIAA1033,DMTN,PRKCSH,NSMF,TNKS2,EME2,TRIM44,C21orf2,DCHS1,GIGYF2,RNF145,FAIM,UBXN2A,C6orf47,TTLL3,TEAD3,TNS2,ORC6,ATP8B1,ZNF117,DLG3,POLE3,ZBTB41,SETD7,ERMARD,S100P,VPS4A,ZBTB42,ERCC3,RICTOR,SMIM19,ICAM1,CHSY1,ORC4,EXOSC4,HERC1,CTCF,TBCEL,NUDCD1,ZSWIM4,NDUFB11,RBBP4,ITGA5,ABRACL,MTERF3,SRD5A3,CCNB1,NME1-NME2,WDYHV1,CPSF4,FERMT2,GUCY1A3,R3HCC1,RAMP2,RTF1,TFDP1,LRRC41,ZDHHC17,LSM14B,IER5,SEPHS1,KIF13B,LRRC75B,BAK1,FARSA,ELP3,AKT3,PIAS4,ZNF217,TMEM237,PHTF2,SOX18,CD58,CDC26,PIK3CD,MPC2,MFAP4,BCAT2,AARD,IFI27L2,ZNF444,JAK1,CEP95,NRD1,NFAT5,CTAGE5,ATG10,ASXL2,RAB11FIP4,FAM110A,SMG5,SCYL1,KRT23,DDR2,GRB10,PARP8,HERC2,VPS11,CHD2,SLC9A1,AAED1,CCDC58,SLC15A4,TUFT1,ZNF622,RAB27A,PLSCR1,NPHP3,MAP3K6,LINC00116,DYM,REXO1,LMNB2,RASSF3,ZFYVE21,BPTF,AP4E1,ZNF37A,APPL2,MTMR3,SLC25A13,ATXN3,PRPF38B,LONP2,APBA3,GMPPB,SSBP1,SNAPC1,RUSC1,MTSS1L,PPP1R3B,EPM2AIP1,ZFYVE26,MKL1,FKBP14,NAA20,FAM98B,MPHOSPH8,HEMK1,HEPH,MOCS2,TTC31,RBP1,GTF3C6,ZNF3,ZDHHC4,EEPD1,CRELD2,ZNF689,TUBGCP6,PDE4A,KANK1,UBE2C,PPP1R10,ALDH16A1,SYS1,ASCC3,SULT1A4,ANKS3,PARVB,CHD1,BDP1,MRPL34,PIGM,RRP1,PAXBP1,C19orf12,OFD1,FO538757.2,UNC50,CEP350,FAM160B1,ACTG2,RRNAD1,GAB1,WHSC1L1,LY96,ZNF358,RASSF7,MAN2B2,RNF8,UBE2J1,TYMS,PPRC1,CHERP,PRKAA1,ITGB4,DDHD1,C6orf120,LBP,ACOT2,UTRN,FSTL3,HK2,LFNG,NAMPT,ANXA3,TBX3,SMC3,ITGAL,PIAS2,FITM2,LRP2,SPON1,UHRF1,LTV1,TST,HSD17B4,ENPP5,DYNC1I2,LMAN2L,SIK2,IFT22,TAGLN,ARFGAP2,SLC25A16,UNC119,DLC1,PLEKHA3,PPFIA3,DCLK1,TBC1D14,AGPAT6,PPARD,MESP1,MCAT,DCAF16,CLK2,SNRPA1,MGA,AAMDC,TACC2,KCTD5,DCUN1D2,TRIM69,SLC12A7,PHF10,DHTKD1,MYO1F,SKI,TNPO3,SESTD1,SPTSSB,MORN2,AQR,TRAM2,SUSD2,STEAP4,STYX,ATMIN,ARID2,KIDINS220,PSMF1,MRPL50,VEZF1,TROVE2,GLRX,SPRY1,FAM96A,KIAA1551,SERHL2,MMP13,CAMK2G,AREG,TUBB2A,NLRC5,RMDN3,RPS6KA1,COL7A1,VPS13D,XPNPEP3,GPR137,DNASE1,NFATC3,CCDC97,S100A1,RAB20,RFNG,GLMP,RAPGEF2,RPP14,WDR24,SERPINE1,STRN,MIIP,TMX2,ARRB2,KLHL21,NUDCD2,DUSP10,GALC,THBS3,PGPEP1,ZCCHC11,SFXN3,TMEM126A,GTF3C5,ZNF524,VCPIP1,MTURN,DROSHA,STK11IP,NRDE2,ERCC1,SUDS3,FBXO31,PPP1R8,DCAKD,SYNM,KLHL36,MTSS1,CTU1,CCDC93,C16orf62,NXN,SOCS5,H3F3C,OTUD4,SPATA33,FLYWCH1,DIP2C,LYPLA2,RGP1
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diff --git a/tests/data/output/W_center.csv b/tests/data/output/W_center.csv
index bf10379..0f4bb68 100644
--- a/tests/data/output/W_center.csv
+++ b/tests/data/output/W_center.csv
@@ -1,255 +1,255 @@
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diff --git a/tests/data/output/center_slice2_pairwise.csv b/tests/data/output/center_slice2_pairwise.csv
index c44ee15..1e7bd92 100644
--- a/tests/data/output/center_slice2_pairwise.csv
+++ b/tests/data/output/center_slice2_pairwise.csv
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diff --git a/tests/data/output/center_slice3_pairwise.csv b/tests/data/output/center_slice3_pairwise.csv
index ceff44f..1cd1d18 100644
--- a/tests/data/output/center_slice3_pairwise.csv
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diff --git a/tests/data/output/center_slice4_pairwise.csv b/tests/data/output/center_slice4_pairwise.csv
index 85582aa..79645db 100644
--- a/tests/data/output/center_slice4_pairwise.csv
+++ b/tests/data/output/center_slice4_pairwise.csv
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diff --git a/tests/data/output/fused_gromov_wasserstein.csv b/tests/data/output/fused_gromov_wasserstein.csv
index 630d89f..4b1fc33 100644
--- a/tests/data/output/fused_gromov_wasserstein.csv
+++ b/tests/data/output/fused_gromov_wasserstein.csv
@@ -1,3 +1,4 @@
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 4.705587100417314e-05,0.003889952003011575,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0
 0.0,0.0,0.0,0.0,0.0,0.003937007874015748,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0
diff --git a/tests/test_paste.py b/tests/test_paste.py
index 4b8d09f..a19d6b8 100644
--- a/tests/test_paste.py
+++ b/tests/test_paste.py
@@ -3,7 +3,6 @@
 
 import numpy as np
 import ot.backend
-from ot.lp import emd
 import pandas as pd
 import tempfile
 
@@ -13,9 +12,6 @@
     center_ot,
     intersect,
     center_NMF,
-    extract_data_matrix,
-    kl_divergence_backend,
-    to_dense_array,
     my_fused_gromov_wasserstein,
     solve_gromov_linesearch,
 )
@@ -71,6 +67,7 @@ def test_center_alignment(slices):
         n_components=15,
         random_seed=0,
         threshold=0.001,
+        max_iter=2,
         dissimilarity="kl",
         distributions=[slices[i].obsm["weights"] for i in range(len(slices))],
     )
@@ -87,7 +84,7 @@ def test_center_alignment(slices):
     )
     assert_frame_equal(
         pd.DataFrame(center_slice.uns["paste_H"], columns=center_slice.var.index),
-        pd.read_csv(output_dir / "H_center.csv"),
+        pd.read_csv(output_dir / "H_center.csv", index_col=0),
         rtol=1e-05,
         atol=1e-08,
     )
@@ -173,88 +170,48 @@ def test_center_NMF(intersecting_slices):
     )
 
 
-def test_fused_gromov_wasserstein(slices):
+def test_fused_gromov_wasserstein(slices, spot_distance_matrix):
     np.random.seed(0)
     temp_dir = Path(tempfile.mkdtemp())
 
-    common_genes = intersect(slices[0].var.index, slices[1].var.index)
-    sliceA = slices[0][:, common_genes]
-    sliceB = slices[1][:, common_genes]
-
     nx = ot.backend.NumpyBackend()
-    slice1_dist = ot.dist(
-        nx.from_numpy(sliceA.obsm["spatial"]),
-        nx.from_numpy(sliceA.obsm["spatial"]),
-        metric="euclidean",
-    )
-    slice2_dist = ot.dist(
-        nx.from_numpy(sliceB.obsm["spatial"]),
-        nx.from_numpy(sliceB.obsm["spatial"]),
-        metric="euclidean",
-    )
-    slice1_distr = nx.ones((sliceA.shape[0],)) / sliceA.shape[0]
-    slice2_distr = nx.ones((sliceB.shape[0],)) / sliceB.shape[0]
-
-    slice1_X = nx.from_numpy(to_dense_array(extract_data_matrix(sliceA, None)))
-    slice2_X = nx.from_numpy(to_dense_array(extract_data_matrix(sliceB, None)))
-
-    M = nx.from_numpy(kl_divergence_backend(slice1_X + 0.01, slice2_X + 0.01))
 
+    M = np.genfromtxt(input_dir / "gene_distance.csv", delimiter=",")
     pairwise_info, log = my_fused_gromov_wasserstein(
         M,
-        slice1_dist,
-        slice2_dist,
-        slice1_distr,
-        slice2_distr,
+        spot_distance_matrix[0],
+        spot_distance_matrix[1],
+        p=nx.ones((254,)) / 254,
+        q=nx.ones((251,)) / 251,
         G_init=None,
         loss_fun="square_loss",
         alpha=0.1,
         log=True,
         numItermax=200,
     )
-    pd.DataFrame(pairwise_info).to_csv(temp_dir / "fused_gromov_wasserstein.csv")
-    # TODO: Need to figure out where the randomness is coming from
-    # assert_checksum_equals(temp_dir, "fused_gromov_wasserstein.csv")
-
-
-def test_gromov_linesearch(slices):
-    common_genes = intersect(slices[1].var.index, slices[2].var.index)
-    sliceA = slices[1][:, common_genes]
-    sliceB = slices[2][:, common_genes]
-
-    nx = ot.backend.NumpyBackend()
-    slice1_dist = ot.dist(
-        nx.from_numpy(sliceA.obsm["spatial"]),
-        nx.from_numpy(sliceA.obsm["spatial"]),
-        metric="euclidean",
-    )
-    slice2_dist = ot.dist(
-        nx.from_numpy(sliceB.obsm["spatial"]),
-        nx.from_numpy(sliceB.obsm["spatial"]),
-        metric="euclidean",
+    pd.DataFrame(pairwise_info).to_csv(
+        temp_dir / "fused_gromov_wasserstein.csv", index=False
     )
-    slice1_distr = nx.ones((sliceA.shape[0],)) / sliceA.shape[0]
-    slice2_distr = nx.ones((sliceB.shape[0],)) / sliceB.shape[0]
+    assert_checksum_equals(temp_dir, "fused_gromov_wasserstein.csv")
 
-    slice1_X = nx.from_numpy(to_dense_array(extract_data_matrix(sliceA, None)))
-    slice2_X = nx.from_numpy(to_dense_array(extract_data_matrix(sliceB, None)))
 
-    M = nx.from_numpy(kl_divergence_backend(slice1_X + 0.01, slice2_X + 0.01))
-    slice1_distr, slice2_distr = ot.utils.list_to_array(slice1_distr, slice2_distr)
+def test_gromov_linesearch(slices, spot_distance_matrix):
 
-    constC, hC1, hC2 = ot.gromov.init_matrix(
-        slice1_dist, slice2_dist, slice1_distr, slice2_distr, loss_fun="square_loss"
-    )
+    nx = ot.backend.NumpyBackend()
 
-    G = slice1_distr[:, None] * slice2_distr[None, :]
-    Mi = M + 0.1 + ot.gromov.gwggrad(constC, hC1, hC2, G)
-    Mi = Mi + nx.min(Mi)
+    G = 1.509115054931788e-05 * np.ones((251, 264))
+    deltaG = np.genfromtxt(input_dir / "deltaG.csv", delimiter=",")
+    costG = 6.0935270338235075
 
-    Gc = emd(slice1_distr, slice2_distr, Mi)
-    deltaG = Gc - G
-    costG = nx.sum(M * G) + 0.1 * ot.gromov.gwloss(constC, hC1, hC2, G)
     alpha, fc, cost_G = solve_gromov_linesearch(
-        G, deltaG, costG, slice1_dist, slice2_dist, M=0.0, reg=1.0, nx=nx
+        G,
+        deltaG,
+        costG,
+        spot_distance_matrix[1],
+        spot_distance_matrix[2],
+        M=0.0,
+        reg=1.0,
+        nx=nx,
     )
     assert alpha == 1.0
     assert fc == 1
diff --git a/tests/test_paste_helpers.py b/tests/test_paste_helpers.py
index 410658f..cc17b86 100644
--- a/tests/test_paste_helpers.py
+++ b/tests/test_paste_helpers.py
@@ -1,6 +1,5 @@
 from pathlib import Path
 import numpy as np
-import ot.backend
 import pandas as pd
 from pandas.testing import assert_frame_equal
 from paste3.helper import (
@@ -34,41 +33,44 @@ def test_intersect(slices):
 
 
 def test_kl_divergence_backend(slices):
-    nx = ot.backend.NumpyBackend()
-
-    common_genes = intersect(slices[1].var.index, slices[2].var.index)
-    sliceA = slices[1][:, common_genes]
-    sliceB = slices[2][:, common_genes]
-
-    slice1_X = nx.from_numpy(to_dense_array(extract_data_matrix(sliceA, None)))
-    slice2_X = nx.from_numpy(to_dense_array(extract_data_matrix(sliceB, None)))
-
-    kl_divergence_matrix = kl_divergence_backend(slice1_X + 0.01, slice2_X + 0.01)
-    assert_frame_equal(
-        pd.DataFrame(kl_divergence_matrix, columns=[str(i) for i in range(264)]),
-        pd.read_csv(output_dir / "kl_divergence_backend_matrix.csv"),
-        check_names=False,
-        check_dtype=False,
-        rtol=1e-04,
+    X = np.array([[1, 2, 3], [4, 5, 6], [7, 8, 9]])
+    Y = np.array([[2, 4, 6], [8, 10, 12], [14, 16, 28]])
+
+    kl_divergence_matrix = kl_divergence_backend(X, Y)
+    expected_kl_divergence_matrix = np.array(
+        [
+            [0.0, 0.03323784, 0.01889736],
+            [0.03607688, 0.0, 0.01442773],
+            [0.05534049, 0.00193493, 0.02355472],
+        ]
+    )
+    assert np.all(
+        np.isclose(
+            kl_divergence_matrix,
+            expected_kl_divergence_matrix,
+            rtol=1e-04,
+        )
     )
 
 
 def test_kl_divergence(slices):
-    common_genes = intersect(slices[1].var.index, slices[2].var.index)
-    sliceA = slices[1][:, common_genes]
-    sliceB = slices[2][:, common_genes]
-
-    sliceA_X, sliceB_X = to_dense_array(
-        extract_data_matrix(sliceA, None)
-    ), to_dense_array(extract_data_matrix(sliceB, None))
-
-    kl_divergence_matrix = kl_divergence(sliceA_X + 0.01, sliceB_X + 0.01)
-    assert_frame_equal(
-        pd.DataFrame(kl_divergence_matrix, columns=[str(i) for i in range(264)]),
-        pd.read_csv(output_dir / "kl_divergence_matrix.csv"),
-        check_names=False,
-        check_dtype=False,
-        rtol=1e-03,
+    X = np.array([[1, 2, 3], [4, 5, 6], [7, 8, 9]])
+    Y = np.array([[2, 4, 6], [8, 10, 12], [14, 16, 28]])
+
+    kl_divergence_matrix = kl_divergence(X, Y)
+    expected_kl_divergence_matrix = np.array(
+        [
+            [0.0, 0.03323784, 0.01889736],
+            [0.03607688, 0.0, 0.01442773],
+            [0.05534049, 0.00193493, 0.02355472],
+        ]
+    )
+    assert np.all(
+        np.isclose(
+            kl_divergence_matrix,
+            expected_kl_divergence_matrix,
+            rtol=1e-04,
+        )
     )
 
 
@@ -83,25 +85,23 @@ def test_filter_for_common_genes(slices):
 
 
 def test_generalized_kl_divergence(slices):
-    common_genes = intersect(slices[1].var.index, slices[2].var.index)
-    sliceA = slices[1][:, common_genes]
-    sliceB = slices[2][:, common_genes]
-
-    sliceA_X, sliceB_X = to_dense_array(
-        extract_data_matrix(sliceA, None)
-    ), to_dense_array(extract_data_matrix(sliceB, None))
-
-    generalized_kl_divergence_matrix = generalized_kl_divergence(
-        sliceA_X + 0.01, sliceB_X + 0.01
+    X = np.array([[1, 2, 3], [4, 5, 6], [7, 8, 9]])
+    Y = np.array([[2, 4, 6], [8, 10, 12], [14, 16, 28]])
+
+    generalized_kl_divergence_matrix = generalized_kl_divergence(X, Y)
+    expected_kl_divergence_matrix = np.array(
+        [
+            [1.84111692, 14.54279955, 38.50128292],
+            [0.88830648, 4.60279229, 22.93052383],
+            [5.9637042, 0.69099319, 13.3879729],
+        ]
     )
-    assert_frame_equal(
-        pd.DataFrame(
-            generalized_kl_divergence_matrix, columns=[str(i) for i in range(264)]
-        ),
-        pd.read_csv(output_dir / "generalized_kl_divergence_matrix.csv"),
-        check_names=False,
-        check_dtype=False,
-        rtol=1e-01,
+    assert np.all(
+        np.isclose(
+            generalized_kl_divergence_matrix,
+            expected_kl_divergence_matrix,
+            rtol=1e-04,
+        )
     )
 
 
@@ -126,7 +126,6 @@ def test_glmpca_distance():
         rtol=1e-04,
     )
 
-
 def test_pca_distance(slices2):
     common_genes = intersect(slices2[1].var.index, slices2[2].var.index)
     sliceA = slices2[1][:, common_genes]