{
 "config": {
  "source": "de",
  "eff_file": null,
  "n_genes": 2000,
  "min_cells": 50,
  "q_eff": 2.0,
  "nboot": 2000,
  "lambdas": [
   0.01,
   0.1,
   1,
   10,
   100,
   1000,
   10000.0
  ],
  "n_conditions": 1135,
  "n_lines": 50,
  "replicate_pairs": 6939
 },
 "lines": [
  "A-172",
  "A-427",
  "A498",
  "A549",
  "AN3 CA",
  "AsPC-1",
  "BT-474",
  "C-33 A",
  "C32",
  "CFPAC-1",
  "CHP-212",
  "COLO 205",
  "H4",
  "HCT15",
  "HEC-1-A",
  "HOP62",
  "HS-578T",
  "HT-29",
  "HepG2/C3A",
  "Hs 766T",
  "J82",
  "KATO III",
  "LOX-IMVI",
  "LS 180",
  "LoVo",
  "MIA PaCa-2",
  "NCI-H1573",
  "NCI-H1792",
  "NCI-H2030",
  "NCI-H2122",
  "NCI-H23",
  "NCI-H2347",
  "NCI-H460",
  "NCI-H596",
  "NCI-H661",
  "PANC-1",
  "Panc 03.27",
  "RKO",
  "RPMI-7951",
  "SHP-77",
  "SK-MEL-2",
  "SNU-1",
  "SNU-423",
  "SW 1088",
  "SW 1271",
  "SW 900",
  "SW1417",
  "SW48",
  "SW480",
  "hTERT-HPNE"
 ],
 "panel_genes": [
  "GCLC",
  "NFYA",
  "CYP51A1",
  "LAP3",
  "CD99",
  "TFPI",
  "FKBP4",
  "SLC25A5",
  "ITGA3",
  "ZFX",
  "MAP3K14",
  "TNFRSF12A",
  "BAIAP2L1",
  "KDM7A",
  "DBF4",
  "GTF2IRD1",
  "ST7L",
  "CRAMP1",
  "CDKL5",
  "CRY1",
  "RPS20",
  "CD9",
  "LRRC23",
  "SCMH1",
  "FYN",
  "HIVEP2",
  "TSPAN9",
  "ABHD5",
  "PLAUR",
  "ANLN",
  "ERCC1",
  "ELOVL5",
  "PSMC4",
  "CLK1",
  "GPRC5A",
  "TACC3",
  "ZC3H3",
  "TTC27",
  "ZFP64",
  "SAMD4A",
  "SERPINB1",
  "ALAS1",
  "BIRC3",
  "SNAPC1",
  "STRAP",
  "GCLM",
  "TOMM34",
  "VIM",
  "CD44",
  "IFNGR1",
  "BRD9",
  "BMAL2",
  "GRN",
  "RANBP3",
  "EIPR1",
  "FUT8",
  "GAB2",
  "MAP2K3",
  "TMSB10",
  "PEX3",
  "GABARAPL2",
  "VCL",
  "TIMP2",
  "MAT2B",
  "RAI14",
  "PSMA4",
  "LSG1",
  "AP2S1",
  "TRIT1",
  "HSPA5",
  "DSG2",
  "POLR2B",
  "ATOSA",
  "GOPC",
  "HDAC9",
  "SNX29",
  "MRPS10",
  "VAMP3",
  "RCN1",
  "CLPTM1L",
  "BCAR1",
  "HERPUD1",
  "POLQ",
  "HEBP2",
  "PLEKHA5",
  "RRP12",
  "MSMO1",
  "LAMA3",
  "PHPT1",
  "ATP9A",
  "DCBLD2",
  "SEC61A1",
  "ATP2B4",
  "RIOK2",
  "NDC1",
  "PARP12",
  "ALDH18A1",
  "MXD1",
  "DNAJC25",
  "SLC2A3",
  "YBX3",
  "OGFR",
  "HDAC7",
  "EIF4B",
  "BICRA",
  "RPL18",
  "U2AF2",
  "LIMCH1",
  "TM7SF3",
  "CTSA",
  "SLC12A2",
  "SNX24",
  "CNN2",
  "BTBD1",
  "SBNO2",
  "PMS1",
  "OAT",
  "TRAM2",
  "PDIA5",
  "NDUFB4",
  "FAM107B",
  "TBC1D1",
  "MTHFD2",
  "YBX1",
  "ASPM",
  "ZBTB11",
  "TRMT11",
  "ATG2B",
  "IDI1",
  "KLF6",
  "TNFRSF1A",
  "RRP15",
  "PDK3",
  "HDAC4",
  "ACSL4",
  "GRIPAP1",
  "PRR11",
  "POLR1A",
  "IFT80",
  "SIRT2",
  "DNAJA2",
  "RORA",
  "PHRF1",
  "NUCB2",
  "PTPN3",
  "TMEM260",
  "MNT",
  "JMJD6",
  "ASNS",
  "EIF2B3",
  "TCOF1",
  "OSBPL3",
  "NCK2",
  "RPL31",
  "ING3",
  "BUD23",
  "TFRC",
  "SREBF1",
  "SMC1A",
  "CHFR",
  "P4HA2",
  "ACADVL",
  "STK10",
  "SCARB1",
  "ALPK1",
  "SDHA",
  "PPP2R3A",
  "EED",
  "MYDGF",
  "SRI",
  "SEMA3A",
  "SEMA3C",
  "RASAL2",
  "FOSL2",
  "FSCN1",
  "ACTB",
  "PLD1",
  "KIFAP3",
  "REXO2",
  "RBM7",
  "SPAG5",
  "ANKRD13A",
  "ARHGEF1",
  "MAP2K7",
  "TOP2B",
  "NFKB2",
  "SDF4",
  "CDC14A",
  "CARMIL1",
  "SLC35C2",
  "RFX3",
  "SRCAP",
  "CLDND1",
  "HSP90AA1",
  "RBL1",
  "UBA5",
  "BZW1",
  "MRPL22",
  "NFE2L1",
  "ITGB5",
  "BCKDHB",
  "PLOD1",
  "TDRD3",
  "CYLD",
  "RPS5",
  "FAT1",
  "YTHDC1",
  "CHMP2B",
  "SMAP2",
  "STARD7",
  "GSTP1",
  "EIF3I",
  "HADHA",
  "CD59",
  "HACE1",
  "CHERP",
  "ATG16L1",
  "DNAJA1",
  "CHMP5",
  "ERO1B",
  "PPP1R15A",
  "FTL",
  "SRRT",
  "NLK",
  "PSMC5",
  "NOP14",
  "AURKA",
  "RFX2",
  "CNOT3",
  "KHSRP",
  "TPX2",
  "EPB41L1",
  "MAVS",
  "DYNLL1",
  "RPL6",
  "TMEM230",
  "KDM2B",
  "RPLP0",
  "PXN",
  "PEBP1",
  "ERP29",
  "MLF2",
  "ZBTB25",
  "SLC9A1",
  "NDUFB2",
  "NUDC",
  "MAEA",
  "STRN4",
  "DNAJB11",
  "RAB11FIP3",
  "AARS1",
  "KIF4A",
  "PITPNM2",
  "LAMB1",
  "DLD",
  "WDR7",
  "ITGA6",
  "ALKBH5",
  "PSME1",
  "EZR",
  "MYL6",
  "MFSD11",
  "DPYSL2",
  "COMT",
  "NUP188",
  "NANS",
  "IKZF5",
  "HSP90AB1",
  "ITPR3",
  "DSP",
  "SIRT1",
  "HNRNPH3",
  "SCD",
  "HNRNPM",
  "MTAP",
  "MKNK2",
  "KLHL22",
  "CRKL",
  "SMARCB1",
  "DDT",
  "SF3A1",
  "SNRPD3",
  "HPS4",
  "TRIOBP",
  "SNU13",
  "DEPDC5",
  "XBP1",
  "FBXO7",
  "GTPBP1",
  "CYB5R3",
  "RPL3",
  "MYH9",
  "RANGAP1",
  "CDKL1",
  "PYGL",
  "AHSA1",
  "LGMN",
  "DHRS7",
  "PPM1A",
  "CEP128",
  "SUSD6",
  "SRSF5",
  "EIF5",
  "VRK1",
  "PSMB5",
  "CCNB1IP1",
  "PABPN1",
  "PRORP",
  "NFKBIA",
  "PSME2",
  "PNN",
  "PYGB",
  "ZMYND8",
  "NDRG3",
  "PFDN4",
  "PRELID3B",
  "PSMA7",
  "ARFGAP1",
  "NOP56",
  "CHMP4B",
  "CST3",
  "AHCY",
  "DNTTIP1",
  "ZNF516",
  "ADNP2",
  "MYL12A",
  "PGRMC1",
  "MID1",
  "NKAP",
  "PLP2",
  "CDK16",
  "HTATSF1",
  "TIMP1",
  "RBM3",
  "KLF5",
  "UGGT2",
  "PARP4",
  "VWA8",
  "TSC22D1",
  "MGRN1",
  "NUTF2",
  "NUP93",
  "CYB5B",
  "TANGO6",
  "COTL1",
  "SLC7A5",
  "UBE2I",
  "PIEZO1",
  "ELOB",
  "MAZ",
  "RNF40",
  "LACTB",
  "DTWD1",
  "SGK3",
  "RIPK2",
  "DECR1",
  "NDRG1",
  "ZC2HC1A",
  "ARMC1",
  "EEF1D",
  "SQLE",
  "KLHDC4",
  "MCM4",
  "BNIP3L",
  "NUCB1",
  "GYS1",
  "RELB",
  "PPP1R13L",
  "DOT1L",
  "OAZ1",
  "PTOV1",
  "TLE5",
  "FAM32A",
  "MED26",
  "PDCD5",
  "RPS16",
  "FBL",
  "GPI",
  "SLC1A5",
  "TGFB1",
  "PLIN3",
  "RPS19",
  "CDC37",
  "NAPA",
  "KDELR1",
  "CYTH2",
  "CRTC1",
  "USF2",
  "KXD1",
  "FKBP8",
  "SIPA1L3",
  "SMG9",
  "NAMPT",
  "POLR1F",
  "HBP1",
  "ZC3HAV1",
  "MET",
  "DNAJB6",
  "GRB10",
  "FKBP14",
  "GARS1",
  "CHCHD2",
  "HSPB1",
  "PDAP1",
  "BUD31",
  "SERPINE1",
  "ZNHIT1",
  "GLCCI1",
  "NRF1",
  "AHR",
  "PSMA2",
  "YKT6",
  "EIF4H",
  "FKTN",
  "FSD1L",
  "TRIM14",
  "SEC61B",
  "RIGI",
  "EDF1",
  "GLIS3",
  "SHB",
  "ABHD17B",
  "DNMBP",
  "ERLIN1",
  "EIF3A",
  "PPP3CB",
  "LIPA",
  "FBXW4",
  "SH3PXD2A",
  "RPL28",
  "ZMIZ1",
  "RPL19",
  "UBTF",
  "CASC3",
  "MTMR4",
  "DHX40",
  "PFN1",
  "RAI1",
  "PSMD11",
  "VAT1",
  "LRRC59",
  "HDAC5",
  "DUSP3",
  "DHRS7B",
  "SUPT6H",
  "PHF12",
  "CHIC2",
  "NFKB1",
  "NDUFC1",
  "ZNF330",
  "GAB1",
  "RPL34",
  "GRPEL1",
  "SH3D19",
  "KLF3",
  "NCAPG",
  "UGDH",
  "HSPA8",
  "CCND1",
  "CHORDC1",
  "FBXO3",
  "RPS13",
  "HPS5",
  "CAPRIN2",
  "ATP5F1B",
  "KRT18",
  "ELK3",
  "DUSP16",
  "ACAD10",
  "CDKN1B",
  "OAS3",
  "DDX55",
  "MRPL51",
  "GAPDH",
  "TPI1",
  "ENO2",
  "ATN1",
  "NT5DC3",
  "CMAS",
  "COX6A1",
  "TDP2",
  "TMEM14C",
  "MCM9",
  "SERINC1",
  "NCOA7",
  "SASH1",
  "PPARD",
  "FBXO9",
  "FBXL4",
  "E2F3",
  "RPS12",
  "FIG4",
  "PERP",
  "ARFGEF3",
  "SLC39A7",
  "QKI",
  "PDE10A",
  "COX7A2",
  "GMDS",
  "VEGFA",
  "TTK",
  "TENT5A",
  "FBRSL1",
  "TENT4A",
  "HMGCS1",
  "DAP",
  "HMGCR",
  "CLK4",
  "LMNB1",
  "ARRDC3",
  "PDE4D",
  "BRIX1",
  "NUP155",
  "NR3C1",
  "TRAPPC13",
  "SEC24A",
  "WWC1",
  "ERGIC1",
  "CPEB4",
  "SELENOK",
  "CRBN",
  "BCL6",
  "FAM162A",
  "CEP70",
  "RNF7",
  "PFKFB4",
  "HES1",
  "ECT2",
  "GNAI2",
  "RPL24",
  "CBLB",
  "GBE1",
  "KLHL24",
  "FOXP1",
  "EIF4G1",
  "SPCS1",
  "NCL",
  "SF3B6",
  "IFIH1",
  "RPS15",
  "SPTBN1",
  "AUP1",
  "FN1",
  "STAT1",
  "EHBP1",
  "HSPE1",
  "FHL2",
  "HPCAL1",
  "GORASP2",
  "RND3",
  "THADA",
  "TIA1",
  "PCYOX1",
  "EPAS1",
  "ARID3A",
  "MSH6",
  "CACYBP",
  "RALGPS2",
  "ERRFI1",
  "PARK7",
  "S100PBP",
  "RNF19B",
  "SCAMP3",
  "SFPQ",
  "ARHGEF2",
  "MEF2D",
  "IVNS1ABP",
  "GADD45A",
  "BCAS2",
  "MAP7D1",
  "RRAGC",
  "AKT3",
  "ETV3",
  "UAP1",
  "SLC2A1",
  "AKR1A1",
  "PRDX1",
  "BLZF1",
  "STMN1",
  "CENPF",
  "RCN2",
  "CTSD",
  "RPS25",
  "KIF14",
  "FASTKD2",
  "UBE3D",
  "TNFAIP3",
  "MYL12B",
  "CCNI",
  "MFSD1",
  "KLF12",
  "ELL2",
  "TJP2",
  "SET",
  "PTPA",
  "NEK6",
  "NPC2",
  "DLST",
  "SLIRP",
  "ZNF410",
  "RHOQ",
  "KLHL29",
  "DNMT3A",
  "TMEM214",
  "YPEL5",
  "CRIPT",
  "SLC17A5",
  "IFIT3",
  "MXI1",
  "HELLS",
  "GOT1",
  "MTHFD1L",
  "TCP1",
  "MSANTD2",
  "SLC10A7",
  "MASTL",
  "KIAA1217",
  "HSPH1",
  "FAM53C",
  "EGR1",
  "UTP20",
  "TARDBP",
  "COPS5",
  "KIF18A",
  "LRIF1",
  "GPSM2",
  "ZRANB3",
  "RPL21",
  "FYTTD1",
  "MTERF4",
  "RPL5",
  "ODF2L",
  "BBS9",
  "ZMIZ2",
  "SLC25A51",
  "CALD1",
  "SLC25A16",
  "RBM19",
  "CIT",
  "RASSF8",
  "ITPR2",
  "CCDC91",
  "PRDX4",
  "TRIR",
  "CENPK",
  "OPTN",
  "PFDN5",
  "LRP1",
  "TUBA1B",
  "STIL",
  "AMD1",
  "CKS2",
  "DNPEP",
  "SDC4",
  "PIGT",
  "NCOA5",
  "ATP5F1E",
  "SRSF6",
  "ZNFX1",
  "PMEPA1",
  "SNRNP27",
  "SERPINB6",
  "RPS10",
  "SOX4",
  "ATXN1",
  "AHNAK",
  "BBS2",
  "MT2A",
  "PHAF1",
  "ABCC4",
  "IRF1",
  "NDUFA1",
  "GGA3",
  "PPDPF",
  "INSIG2",
  "GTF2F1",
  "RPL23",
  "TRIP10",
  "FOSB",
  "SNRPD2",
  "VASP",
  "GPCPD1",
  "RBCK1",
  "SNRPB",
  "SNRPB2",
  "MCM8",
  "ID1",
  "DYNLRB1",
  "ERGIC3",
  "ROMO1",
  "CEP250",
  "KDM5C",
  "ST3GAL3",
  "CAPNS1",
  "RBM42",
  "COX6B1",
  "IRF3",
  "PRMT1",
  "PRR12",
  "ASL",
  "SBDS",
  "TRAP1",
  "AHDC1",
  "IFI6",
  "DLGAP5",
  "HIVEP3",
  "COX7C",
  "HELB",
  "SIN3B",
  "AAMP",
  "STYXL1",
  "MTERF1",
  "CASD1",
  "ZFP36",
  "YWHAH",
  "ATF4",
  "APOL2",
  "EMC4",
  "DOCK4",
  "DNAJB9",
  "MYO1B",
  "DUT",
  "PALLD",
  "SERGEF",
  "TXNDC17",
  "KIF1C",
  "PUS7L",
  "PARP2",
  "HEATR5A",
  "NEDD8",
  "DAD1",
  "TEP1",
  "MAU2",
  "PUDP",
  "SAT1",
  "DOCK6",
  "LDLR",
  "PRKCSH",
  "XPO7",
  "RPL36",
  "ARPC1B",
  "JUND",
  "CAMSAP1",
  "HELZ2",
  "ZNF337",
  "ADRM1",
  "CHMP2A",
  "UBE2M",
  "TRIM28",
  "ZC3H4",
  "SESN2",
  "ATP5IF1",
  "DNMT1",
  "ZNF236",
  "NOL11",
  "UBA1",
  "AKAP12",
  "ACSS2",
  "COX4I1",
  "COX7B",
  "SLC6A6",
  "KIF3A",
  "PSME3",
  "RPL27",
  "ACLY",
  "EXOC4",
  "MAP1B",
  "TOP2A",
  "PRKAB2",
  "ZSCAN5A",
  "SELENOS",
  "SNRPA1",
  "RHPN2",
  "DNAJB1",
  "ZSWIM4",
  "ENOSF1",
  "TRIM5",
  "PER2",
  "RAN",
  "EEFSEC",
  "SEC61G",
  "WBP2",
  "H3-3B",
  "EIF5A",
  "KDM6B",
  "GPS2",
  "PCBD2",
  "RIN2",
  "PATJ",
  "USPL1",
  "POMP",
  "SLC41A1",
  "COG6",
  "TPT1",
  "RFC3",
  "MORC4",
  "TCEAL4",
  "CSNK1G2",
  "MORC2",
  "MKRN1",
  "BTG1",
  "AMPD3",
  "DGLUCY",
  "EIF2S1",
  "LOXL2",
  "BHLHE40",
  "EDEM1",
  "MEIS2",
  "DPH6",
  "EMC7",
  "WNT2B",
  "LAMTOR5",
  "SLC38A2",
  "LPIN1",
  "LDHA",
  "NAV1",
  "RPS15A",
  "NARS1",
  "RBM17",
  "TMEM241",
  "EMP1",
  "DDB2",
  "PHC2",
  "AGO4",
  "TPGS2",
  "TMEM258",
  "TMEM165",
  "ARGLU1",
  "STT3A",
  "ETS1",
  "ANXA1",
  "GOLM1",
  "CCDC146",
  "HILPDA",
  "TES",
  "ORC3",
  "ATP5MC2",
  "CD63",
  "HNRNPA1",
  "OS9",
  "NHSL1",
  "CCT7",
  "RAB11FIP5",
  "GNS",
  "EGLN1",
  "SP110",
  "SERPINE2",
  "TMBIM1",
  "ARMC9",
  "COX5B",
  "C2orf49",
  "ANKRD36",
  "EPC2",
  "CKAP4",
  "FLNB",
  "CKAP2",
  "TBC1D4",
  "LMO7",
  "TNS3",
  "KDELR2",
  "CCM2",
  "SRSF1",
  "BRIP1",
  "ACTL6A",
  "NDUFB5",
  "SKIL",
  "LRRC8A",
  "TXN",
  "ODF2",
  "C9orf78",
  "NIBAN2",
  "ATP6V1G1",
  "ANP32B",
  "RPL35",
  "MYC",
  "RPS6",
  "LRRC1",
  "HMGA1",
  "FLOT1",
  "IER3",
  "MDC1",
  "CPEB2",
  "NUMA1",
  "RAB30",
  "DDX60",
  "NUSAP1",
  "KIF23",
  "KNL1",
  "RPLP1",
  "UACA",
  "ZNF280D",
  "RSL24D1",
  "BCAR3",
  "GTF2B",
  "RABGGTB",
  "GIPC2",
  "ARHGAP29",
  "PNPT1",
  "MYOF",
  "KIF11",
  "ARL3",
  "CEP55",
  "RPS24",
  "NAB1",
  "FAM117B",
  "PARP9",
  "GLCE",
  "FAM13A",
  "HERC3",
  "AP1AR",
  "CCNG2",
  "CENPE",
  "RNF185",
  "ETV6",
  "FGD4",
  "ZCRB1",
  "PHLDA1",
  "DUSP6",
  "SNRPF",
  "GAS2L3",
  "NUP58",
  "SLC7A1",
  "BRCA2",
  "CERS5",
  "ESYT1",
  "ESD",
  "SETD1B",
  "DIAPH3",
  "TMX1",
  "FRMD6",
  "SLC38A6",
  "EFCAB11",
  "WARS1",
  "SLC12A6",
  "MFAP1",
  "SERF2",
  "SRP14",
  "TPM1",
  "USP3",
  "PML",
  "POLG",
  "FANCI",
  "ZNF710",
  "UNC45A",
  "DHX38",
  "MAP1LC3B",
  "ZCCHC14",
  "MEAK7",
  "RPS2",
  "NOB1",
  "TOB1",
  "BCAS3",
  "TAF4B",
  "NPC1",
  "MINK1",
  "TP53",
  "ARHGDIA",
  "SLC16A3",
  "EIF4A3",
  "ANAPC11",
  "NARF",
  "WDR45B",
  "MBD1",
  "ZCCHC2",
  "PMAIP1",
  "NFIC",
  "PFKL",
  "SH3GL1",
  "DPP9",
  "IFITM3",
  "SOD1",
  "URB1",
  "CARM1",
  "PSMB6",
  "RPS11",
  "RPL13A",
  "EFHD2",
  "SH3BGRL3",
  "RPL11",
  "HSPG2",
  "ITGB3BP",
  "CCN1",
  "RPS8",
  "KIF2C",
  "PTPRF",
  "PSMA5",
  "ATP1B1",
  "UCK2",
  "MGST3",
  "NUF2",
  "PFDN2",
  "PRCC",
  "ISG20L2",
  "HDGF",
  "LYPLAL1",
  "TUFT1",
  "MCL1",
  "ANP32E",
  "CERS2",
  "GOLPH3L",
  "SMYD2",
  "JTB",
  "RAB13",
  "TPM3",
  "RIT1",
  "INTS3",
  "LYST",
  "SDE2",
  "GUK1",
  "MBOAT2",
  "PARP1",
  "RHOB",
  "CALM2",
  "RPS27A",
  "SNRNP200",
  "DUSP11",
  "RALB",
  "SLC20A1",
  "GULP1",
  "HSPD1",
  "SUMF1",
  "RHBDD1",
  "ANKMY1",
  "RETREG2",
  "CTDSPL",
  "RPL32",
  "PTPRG",
  "ARL6IP5",
  "TMF1",
  "NFKBIZ",
  "PHLDB2",
  "ATG3",
  "NCEH1",
  "TMEM44",
  "MANF",
  "TBCK",
  "SPATA5",
  "RPS3A",
  "NDUFS6",
  "RPL37",
  "OSMR",
  "PLK2",
  "PIK3R1",
  "LHFPL2",
  "SSBP2",
  "BTF3",
  "FBXL17",
  "TNFAIP8",
  "FEM1C",
  "COMMD10",
  "ARHGAP26",
  "RNF145",
  "TNIP1",
  "NHP2",
  "PRIM2",
  "MMS22L",
  "PNRC1",
  "TBC1D32",
  "ARHGAP18",
  "AIG1",
  "DYNLT1",
  "TIAM2",
  "EGFR",
  "IGFBP3",
  "PURB",
  "MDH2",
  "ATXN7L1",
  "GIGYF1",
  "NOM1",
  "NCAPG2",
  "KDM6A",
  "MSN",
  "NONO",
  "DIAPH2",
  "MCPH1",
  "RPL10",
  "SLC25A37",
  "DOCK5",
  "TERF1",
  "RPL7",
  "NFIB",
  "ZNF462",
  "INIP",
  "ASTN2",
  "POLE3",
  "RPL7A",
  "RSU1",
  "ZEB1",
  "CAMK2G",
  "MKI67",
  "MTG1",
  "GSTO1",
  "PPRC1",
  "ADM",
  "LIN7C",
  "TNKS1BP1",
  "SSRP1",
  "PTPRJ",
  "RPS3",
  "SLX4IP",
  "HYOU1",
  "CHEK1",
  "YTHDF1",
  "FAU",
  "ALDOA",
  "HMGA2",
  "CWC15",
  "LATS2",
  "KIAA1328",
  "PDCD4",
  "DLG2",
  "CCT5",
  "FOXO1",
  "SEC24D",
  "UBC",
  "SLC7A11",
  "NOCT",
  "NGLY1",
  "TMEM263",
  "PLBD2",
  "TWF1",
  "DIP2C",
  "EIF4E",
  "MAGI1",
  "MBIP",
  "NDUFC2",
  "ANKRD50",
  "SCLT1",
  "FRMD4A",
  "NCAPD3",
  "FHIP2A",
  "ZNF827",
  "ASAP2",
  "AMN1",
  "BICD1",
  "TMEM267",
  "BAG3",
  "AP1S3",
  "MZT2B",
  "PDK1",
  "ATG10",
  "JMY",
  "HOMER1",
  "ZFP36L2",
  "TMEM123",
  "SLC30A6",
  "FARP1",
  "HNRNPDL",
  "UTRN",
  "PTPRK",
  "PLOD2",
  "ADGRA3",
  "CARHSP1",
  "TXNDC11",
  "LPCAT1",
  "JAZF1",
  "CEBPG",
  "NUS1",
  "PITPNC1",
  "CEP112",
  "ABCA5",
  "DISP1",
  "CCSAP",
  "ATP5MC3",
  "BTG3",
  "ATP5PF",
  "XPC",
  "CCDC174",
  "FLCN",
  "KLF10",
  "AGPAT5",
  "ZFYVE27",
  "DBI",
  "NIFK",
  "PDIA4",
  "RNF20",
  "TMBIM4",
  "PSD3",
  "MIDEAS",
  "KCNMA1",
  "DPY19L4",
  "BACH1",
  "ATP5MJ",
  "UQCRB",
  "PTDSS1",
  "RPL30",
  "SUPV3L1",
  "EEF1A1",
  "HK1",
  "CD109",
  "UTP14A",
  "ATAD2",
  "FBRS",
  "MALSU1",
  "PDE6D",
  "EIF4A2",
  "TMEM164",
  "C2CD2",
  "PALM2AKAP2",
  "WDR19",
  "RER1",
  "AGAP1",
  "BABAM2",
  "CNNM4",
  "WASF2",
  "ABHD3",
  "CDC25C",
  "COPG2",
  "TAGLN2",
  "SYNJ1",
  "IFNGR2",
  "GART",
  "STC1",
  "HLCS",
  "PTMS",
  "PSMB4",
  "HK2",
  "ZFYVE28",
  "ZYX",
  "ZNF235",
  "CALM3",
  "SSU72",
  "VMA21",
  "NDUFV3",
  "CSTB",
  "AGPAT3",
  "RALGDS",
  "LSS",
  "VAV2",
  "PRMT2",
  "ZER1",
  "CHTOP",
  "SHC1",
  "FDPS",
  "LMNA",
  "IER2",
  "LY6E",
  "SQSTM1",
  "RPL8",
  "AP2M1",
  "PRPSAP1",
  "SRSF2",
  "LSM12",
  "RACGAP1",
  "EIF4A1",
  "RPL26",
  "UBXN1",
  "NXF1",
  "MAGOH",
  "ZSWIM5",
  "AK4",
  "NFIA",
  "ARPC5",
  "PEA15",
  "FLVCR1",
  "ATF3",
  "TFB2M",
  "REL",
  "DPY30",
  "CCDC138",
  "S100A11",
  "ANTXR2",
  "MRPS18C",
  "YY1AP1",
  "SSR2",
  "ANKZF1",
  "SGO2",
  "TIPARP",
  "RPL9",
  "SMIM14",
  "RPP14",
  "APBB2",
  "HPS3",
  "KIAA1143",
  "WDR43",
  "CDCP1",
  "DTX3L",
  "SNIP1",
  "POLR2H",
  "RPN1",
  "TASOR",
  "ARHGEF3",
  "LRPAP1",
  "SGMS2",
  "H2AZ1",
  "SHISA5",
  "MFSD8",
  "C4orf3",
  "HMGB2",
  "FHIP1A",
  "OTUD4",
  "ITGA2",
  "STARD4",
  "CCDC112",
  "PRRC1",
  "AGGF1",
  "RHOBTB3",
  "CASP3",
  "CFAP97",
  "UQCRQ",
  "CITED2",
  "CREBRF",
  "STXBP5",
  "DAGLB",
  "GALNT10",
  "RPS14",
  "PTTG1",
  "CAMLG",
  "INTS1",
  "ALDH7A1",
  "FOXK1",
  "COX6C",
  "FAM219A",
  "SNAPC3",
  "HGSNAT",
  "SPTSSA",
  "MARCHF8",
  "PGM2L1",
  "RPL36AL",
  "VDAC2",
  "ENOX2",
  "DDX21",
  "ZFYVE1",
  "PSMC3",
  "ARL5B",
  "ABTB2",
  "SPRED1",
  "RAB8B",
  "IKBIP",
  "HIF1AN",
  "NDUFB8",
  "BAG5",
  "NOLC1",
  "WBP1L",
  "ANAPC16",
  "USP54",
  "TRIM66",
  "RPL27A",
  "LEO1",
  "WEE1",
  "MCM7",
  "TMEM135",
  "B2M",
  "PPIB",
  "NAV2",
  "TERF2IP",
  "NEMP1",
  "STAT6",
  "STX3",
  "SMAD3",
  "PBX3",
  "SNRPD1",
  "CRK",
  "IGF2",
  "ATP5MG",
  "TBC1D16",
  "VKORC1",
  "TPM4",
  "GPX4",
  "MIDN",
  "RPL13",
  "KMT2D",
  "TUBA1C",
  "LENG8",
  "TRAPPC9",
  "DAPK3",
  "EEF2",
  "TSR1",
  "NDUFV1",
  "ATP5PD",
  "SRP68",
  "FTH1",
  "SLC3A2",
  "ULK4",
  "COPS6",
  "ANKS3",
  "DDIT4",
  "IRF2BP2",
  "MMADHC",
  "IRF2",
  "ARF4",
  "STIP1",
  "POLR3D",
  "MTCL1",
  "ING2",
  "SNRNP48",
  "SLC20A2",
  "NDUFS5",
  "SNTB2",
  "ZNF507",
  "MAT2A",
  "FEM1B",
  "ATP5ME",
  "HNRNPH1",
  "DHRSX",
  "SLC25A6",
  "PRELID1",
  "SLC33A1",
  "CRADD",
  "CXCL8",
  "PLEKHA2",
  "PCBP1",
  "HINT1",
  "CKAP2L",
  "BUB1",
  "FASN",
  "TM4SF1",
  "BRD3",
  "KLF13",
  "CHD3",
  "ALCAM",
  "SIMC1",
  "HNRNPA3",
  "ZNF212",
  "GABARAP",
  "CDK1",
  "UBB",
  "PRDM10",
  "FOS",
  "SLC30A1",
  "KRT8",
  "NPAS2",
  "PA2G4",
  "ARL6IP1",
  "STAT2",
  "ACYP2",
  "SOCS6",
  "PPM1D",
  "KBTBD2",
  "LSM3",
  "TMEM43",
  "RPS9",
  "TANC2",
  "ZNF160",
  "TSNARE1",
  "INSR",
  "JUNB",
  "SHCBP1",
  "CANT1",
  "PPID",
  "BCL2L1",
  "SPSB1",
  "ATF7IP",
  "HDAC3",
  "TMEM51",
  "MLLT3",
  "RRM2",
  "TRAPPC12",
  "RPS21",
  "RPS7",
  "PRNP",
  "FRMD5",
  "MIR31HG",
  "ZNF217",
  "EIF2AK3",
  "CYCS",
  "MACROD2",
  "BSG",
  "GNB2",
  "GTPBP2",
  "FGGY",
  "BANP",
  "PPP1CA",
  "HCFC1",
  "CFL1",
  "RPL38",
  "NADSYN1",
  "MIR4435-2HG",
  "DCAKD",
  "RELA",
  "TRMT112",
  "NOC3L",
  "PARP14",
  "ZBTB21",
  "MAP3K11",
  "DAG1",
  "EHBP1L1",
  "PTPRM",
  "FKBP2",
  "NABP1",
  "NUDT4",
  "UQCRH",
  "C11orf80",
  "EIF1",
  "RNF213",
  "NET1",
  "ATP5MK",
  "KLHL15",
  "FBXO45",
  "GNG5",
  "DDX23",
  "ZHX3",
  "RPL4",
  "ANKRD36C",
  "AKIRIN1",
  "ANGEL2",
  "SH3PXD2B",
  "RESF1",
  "NR1D2",
  "RPL15",
  "RAB1B",
  "FBXW8",
  "PSMD2",
  "DDIT3",
  "CTDSP2",
  "ARHGAP1",
  "ATG13",
  "PHYKPL",
  "SART1",
  "MCTP1",
  "DRAP1",
  "FOSL1",
  "TOMM5",
  "BAIAP2",
  "ZDHHC21",
  "CSTF3",
  "DLEU1",
  "TMEM39A",
  "CCDC57",
  "ATAD5",
  "COX8A",
  "MYO1D",
  "RBIS",
  "SEC24C",
  "SLC38A9",
  "FAM210A",
  "ULK1",
  "ZFAS1",
  "TGIF1",
  "CAVIN1",
  "RPLP2",
  "JUN",
  "CD151",
  "POLR2L",
  "FLII",
  "HNRNPA0",
  "ZNF518A",
  "ARL6IP6",
  "RPS27",
  "IMPDH2",
  "DDX10",
  "PLEC",
  "GEN1",
  "PLEKHM3",
  "ERN1",
  "GRINA",
  "COX5A",
  "DPY19L3",
  "ZBTB7A",
  "TUFM",
  "SELENOW",
  "MRFAP1",
  "PER1",
  "TMTC2",
  "EDC3",
  "TCAIM",
  "CALR",
  "RAD23A",
  "CLK3",
  "ARID3B",
  "PACS2",
  "LINC00174",
  "DNHD1",
  "PCBP1-AS1",
  "MYADM",
  "MROH1",
  "SOCS4",
  "RCC1",
  "NRIP1",
  "MB21D2",
  "SLC36A4",
  "SSR4",
  "CUEDC1",
  "NQO1",
  "NPM1",
  "DHTKD1",
  "POLR2A",
  "DDX60L",
  "RAP2B",
  "FANCB",
  "ZNF875",
  "ZBTB20",
  "SIAH2",
  "COPG1",
  "C5orf24",
  "TMEM259",
  "TNRC18",
  "CREB3L2",
  "RAD51B",
  "ARL6IP4",
  "BACE2",
  "UBE2E2",
  "EXOC7",
  "KPNA2",
  "PLCB1",
  "RPS17",
  "RPL35A",
  "C11orf54",
  "SRPRA",
  "CAMK1D",
  "AFMID",
  "GPC6",
  "ZNF438",
  "UPP1",
  "IQGAP3",
  "ACTG1",
  "NIPSNAP1",
  "SCFD2",
  "EFNA5",
  "MAML2",
  "KNTC1",
  "WDR27",
  "CDCA2",
  "ZBTB40",
  "NDUFA12",
  "TMED9",
  "H1-10",
  "IMMP2L",
  "NDUFA6",
  "ROBO2",
  "MAFF",
  "SEMA4B",
  "CIB1",
  "RPS27L",
  "HSF1",
  "TCEAL9",
  "CCDC137",
  "ARL15",
  "PRKN",
  "HGS",
  "SMYD3",
  "LSAMP",
  "SP1",
  "P4HB",
  "ZFP36L1",
  "BCAP31",
  "ATP6V0C",
  "LAMP1",
  "ZNF267",
  "IRS2",
  "RASA3",
  "NDUFA13",
  "CDIN1",
  "WWOX",
  "CENATAC",
  "BCL9L",
  "KIF18B",
  "ZNRF1",
  "MRTFB",
  "PPP1CC",
  "PRELID2",
  "ANKRD37",
  "ZNF75D",
  "KRT10",
  "RPS23",
  "INSIG1",
  "NF2",
  "ARAP1",
  "TPCN1",
  "HEXIM1",
  "ZNF395",
  "PPARA",
  "RNF220",
  "MT1X",
  "SESTD1",
  "PTMA",
  "ISG15",
  "SPRY4",
  "THSD4",
  "EIF4EBP1",
  "RILPL1",
  "AGRN",
  "ZC3H6",
  "DCUN1D3",
  "TUBB4B",
  "CENPP",
  "PLSCR1",
  "SUMO2",
  "DPYD",
  "RPL14",
  "NDUFA4",
  "H1-0",
  "LITAF",
  "JPT1",
  "ZNF33A",
  "PNRC2",
  "FHIT",
  "KAZN",
  "HMGB1",
  "TDRD7",
  "TMEM63A",
  "TUBB",
  "SUPT5H",
  "PPIA",
  "SUPT3H",
  "GARS1-DT",
  "IARS1",
  "CD55",
  "LONP1",
  "SIAH1",
  "ANAPC7",
  "NACA",
  "MYO18A",
  "PLXNB2",
  "TOMM7",
  "ZNF33B",
  "ZNF431",
  "MAML3",
  "NHLRC2",
  "LAMB3",
  "ANKRD36B",
  "PDLIM7",
  "FLNA",
  "SRGAP1",
  "FAM3C",
  "SLC39A10",
  "FUT11",
  "GMFB",
  "ZMYM1",
  "MAFG",
  "MIRLET7BHG",
  "RAD54B",
  "LRP10",
  "PELI1",
  "ADARB1",
  "MAP3K5",
  "HNRNPAB",
  "RAB40C",
  "CPLANE1",
  "ZNF841",
  "SPTAN1",
  "FAM114A1",
  "RPE",
  "ZNF460",
  "PHF2",
  "RPS26",
  "S100A10",
  "RPL37A",
  "TAF13",
  "SLC9A8",
  "ADH5",
  "ERO1A",
  "S100A6",
  "RPL12",
  "ZNF121",
  "MBP",
  "MRPL42",
  "ENTPD7",
  "ZNF335",
  "RPS4X",
  "ZNF248",
  "ZNF770",
  "ZNF251",
  "SZT2",
  "RPL23A",
  "STYX",
  "UBL5",
  "PIM3",
  "SPRED2",
  "TXNRD1",
  "TMA16",
  "APRG1",
  "STK39",
  "CALM1",
  "FAN1",
  "MT-ND6",
  "MT-CO2",
  "ECI2",
  "UNC13B",
  "MT-CYB",
  "SLC5A3",
  "RPL10A",
  "MT-ND2",
  "MT-ND5",
  "MT-CO1",
  "ARHGAP11A",
  "HMGN2",
  "MT-ND3",
  "RUSC2",
  "GRK5",
  "MT-ND4",
  "MT-ND1",
  "MT-ATP6",
  "PRC1",
  "MAP3K3",
  "SREBF2",
  "RPL39",
  "DZIP3",
  "MT-CO3",
  "7SK",
  "INF2",
  "COX20",
  "CHML",
  "LINC00862",
  "PCMTD2",
  "LINC00963",
  "TRAF3IP1",
  "TIMM23B",
  "DAXX",
  "TAP2",
  "SNHG32",
  "NALF1",
  "BAG6",
  "PRRC2A",
  "HLA-C",
  "MRPS18B",
  "PPP1R10",
  "GNL1",
  "HLA-E",
  "RACK1",
  "TBC1D8",
  "TRIM27",
  "DCTN1",
  "TRIQK",
  "ZBTB10",
  "LGR4",
  "PRR13",
  "SMG1P2",
  "TMSB4X",
  "HMGN1",
  "ITPRIPL2",
  "RIMOC1",
  "JPT2",
  "ANKUB1",
  "HLA-A",
  "THUMPD3-AS1",
  "MT-RNR2",
  "SELENOH",
  "STK38L",
  "MT-RNR1",
  "MT-ND4L",
  "DENND1B",
  "NRAS",
  "CHUK",
  "SRA1",
  "VDAC1",
  "PPP1CB",
  "CLIC1",
  "RPS29",
  "LIPE-AS1",
  "SMIM7",
  "LYRM4",
  "ZSWIM8",
  "HNRNPUL2",
  "LINC01588",
  "ARHGEF28",
  "LINC02649",
  "DDX3X",
  "ZNF407",
  "RNASEK",
  "VAMP2",
  "CCNL2",
  "UBA52",
  "CYTOR",
  "CCDC18-AS1",
  "EPIC1",
  "PLEKHM1",
  "FGD5-AS1",
  "ERCC6",
  "NOL7",
  "ENTPD1-AS1",
  "LINC00511",
  "MT-ATP8",
  "GUSBP11",
  "LINC01004",
  "OST4",
  "DHFR",
  "RPL41",
  "RABGEF1P1",
  "DPY19L1P1",
  "ENSG00000229618",
  "MIR181A1HG",
  "ENSG00000230021",
  "FTX",
  "HSBP1",
  "SPRY4-AS1",
  "RPS18",
  "LINC-PINT",
  "PRH1",
  "TRAF3IP2-AS1",
  "TAPBP",
  "TMA7",
  "LINC00342",
  "LINC00513",
  "TRIM26",
  "HCCS-DT",
  "GAS5",
  "HLA-B",
  "EOLA2-DT",
  "TTC28-AS1",
  "LINC01473",
  "TXNDC5",
  "RNF103",
  "RBM14",
  "MIF",
  "NSUN6",
  "RPL36A",
  "ATP5MF",
  "ATP5PO",
  "MUC20-OT1",
  "MRPL33",
  "STMP1",
  "IL10RB",
  "NME2",
  "MRPS6",
  "ETV5",
  "RBM12",
  "GABPB1-AS1",
  "NEAT1",
  "SNHG6",
  "SLC12A2-DT",
  "RAB30-DT",
  "GPRC5D-AS1",
  "CKMT2-AS1",
  "UBA6-DT",
  "LUCAT1",
  "MTATP6P1",
  "FMN1",
  "COPB2-DT",
  "C1QTNF7-AS1",
  "ENSG00000249456",
  "PCGF3-AS1",
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  "ZFPM2-AS1",
  "NIHCOLE",
  "RIPK2-DT",
  "TUG1",
  "ATXN7L3B",
  "CHMP4A",
  "EEF1G",
  "CHMP1B",
  "EID1",
  "ENSG00000255872",
  "POLG2",
  "LINC01619",
  "SLC38A4-AS1",
  "MIRLET7IHG",
  "ENSG00000257759",
  "ENSG00000258077",
  "HIF1A-AS3",
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  "ENSG00000259628",
  "ENSG00000259972",
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  "SEC22B",
  "TXNIP",
  "ENSG00000266086",
  "NBPF15",
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  "ENSG00000268205",
  "ENSG00000268750",
  "KCNQ1OT1",
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  "MIRLET7A1HG",
  "MIR222HG",
  "KMT2B",
  "ENSG00000272369",
  "ENSG00000273184",
  "RAB33B-AS1",
  "C1QTNF3-AMACR",
  "LINC01138",
  "ENSG00000274422",
  "MLLT6",
  "PRAG1",
  "TUBGCP5",
  "PIP4K2B",
  "TYW1B",
  "MARCKS",
  "PSMB3",
  "ACACA",
  "TSTD3",
  "ENSG00000280441",
  "MATR3-1",
  "ENSG00000281593",
  "EBLN3P",
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  "TPTEP2-CSNK1E",
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  "CRYBB2P1-1",
  "SDHAP4-1",
  "GUSBP1-1",
  "PMS2P4-1",
  "SOD2"
 ],
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}