| { | |
| "significant_genes": { | |
| "Variable": [ | |
| "PCOLCE-AS1", | |
| "RASL10A", | |
| "PPEF1", | |
| "TAMALIN-AS1", | |
| "A4GALT", | |
| "EQTN", | |
| "ODAPH", | |
| "DHRS2", | |
| "NEUROG3", | |
| "FOXS1", | |
| "GHRHR", | |
| "HCN1", | |
| "KRT24", | |
| "BNIPL", | |
| "PNMA8B", | |
| "IZUMO2", | |
| "MAPK8IP2", | |
| "CFAP206", | |
| "PPP4R4", | |
| "KCNV2", | |
| "TRHR", | |
| "TLCD5", | |
| "TP53TG5", | |
| "OR11A1", | |
| "FAM215A", | |
| "CARD18", | |
| "RANGAP1", | |
| "USP29", | |
| "LEPR", | |
| "CNR2", | |
| "MGC2889", | |
| "FBXL9P", | |
| "OR1C1", | |
| "JAKMIP1", | |
| "ARHGAP39", | |
| "CFAP95", | |
| "DENND10", | |
| "GALNT18", | |
| "SPACA7", | |
| "WWTR1-AS1", | |
| "NALCN", | |
| "GSX2", | |
| "AHRR", | |
| "GTF2F2", | |
| "SPRY2", | |
| "RNF212B", | |
| "TANGO6", | |
| "PLA2G1B", | |
| "THEM5", | |
| "SAXO5", | |
| "GUSBP5", | |
| "GLRA2", | |
| "PKD2L2", | |
| "ZNF366", | |
| "FZD9", | |
| "CCDC168", | |
| "TBX5", | |
| "DAOA-AS1", | |
| "PPIEL", | |
| "MEF2C-AS1", | |
| "LIPJ", | |
| "SZT2", | |
| "CARF", | |
| "KLHDC8A", | |
| "CDY1", | |
| "PNMA6A", | |
| "PTPRG-AS1", | |
| "SSMEM1", | |
| "DGCR6L", | |
| "SOHLH2", | |
| "LEMD1", | |
| "H4C13", | |
| "OR51B5", | |
| "PLCD3", | |
| "KCNA4", | |
| "CAPN10", | |
| "DLX6", | |
| "PROX2", | |
| "ATP6V1E1", | |
| "ATP6V1G2", | |
| "CSN3", | |
| "ADCY1", | |
| "PTPRT", | |
| "WDR97", | |
| "GJD2", | |
| "GDNF", | |
| "TRIM71", | |
| "CDH9", | |
| "KRT32", | |
| "ZYG11B", | |
| "TSPAN15", | |
| "AP5B1", | |
| "GPR75", | |
| "GABRA4", | |
| "DEUP1", | |
| "CATR1", | |
| "CACNA2D2", | |
| "MRNIP", | |
| "MAGEB4", | |
| "HMX1", | |
| "MEG9", | |
| "LIM2", | |
| "DIRC1", | |
| "LMO1", | |
| "CEP72", | |
| "SLC25A21", | |
| "FAM171A2", | |
| "WFIKKN2", | |
| "TMCO5A", | |
| "MIR34A", | |
| "UBAP1L", | |
| "GNA14-AS1", | |
| "TEX22", | |
| "PCDHB18P", | |
| "HARBI1", | |
| "SPRY4", | |
| "CSH1", | |
| "LIPI", | |
| "PAX2", | |
| "KRTAP1-5", | |
| "UGT2B15", | |
| "DLGAP1", | |
| "GABRG2", | |
| "KRTAP9-9", | |
| "CLRN1", | |
| "DIRAS1", | |
| "TAAR9", | |
| "HECW1-IT1", | |
| "SPATA25", | |
| "SLC30A2", | |
| "IQCD", | |
| "PNRC1", | |
| "IMPG2", | |
| "TMLHE", | |
| "DAO", | |
| "TSSK6", | |
| "ATP13A5", | |
| "TRPC3", | |
| "GJA3", | |
| "NOG", | |
| "IQCF4P", | |
| "DEFB108B", | |
| "NTRK3-AS1", | |
| "NAV2-AS5", | |
| "MPP4", | |
| "CCN6", | |
| "NT5C1A", | |
| "ZSWIM2", | |
| "LINC02870", | |
| "OR10H3", | |
| "ADAD2", | |
| "FGF4", | |
| "TMCO5B", | |
| "SLC6A5", | |
| "IFNA4", | |
| "IL25", | |
| "ZNF257", | |
| "HOXC4", | |
| "OR2A4", | |
| "ELOVL3", | |
| "FAM241B", | |
| "OPN1SW", | |
| "FGB", | |
| "CIMIP2A", | |
| "GRK6", | |
| "DYNLT5", | |
| "PXYLP1", | |
| "UBASH3B", | |
| "ATXN3L", | |
| "KCNK13", | |
| "LIPC", | |
| "SIM2", | |
| "GJA8", | |
| "DCAF4L2", | |
| "ADAM2", | |
| "ABHD1", | |
| "HOXC-AS3", | |
| "DLEU7-AS1", | |
| "CALHM1", | |
| "LENG9", | |
| "KIF19", | |
| "RNF152", | |
| "MPIG6B", | |
| "ZNF544", | |
| "TBC1D21", | |
| "IL17A", | |
| "CIMIP4", | |
| "LINC01587", | |
| "POLR1HASP", | |
| "ZNF26", | |
| "PTH2R", | |
| "CRX", | |
| "FGF11", | |
| "PDX1", | |
| "GINS4", | |
| "OR7A10", | |
| "FUT1", | |
| "CDNF", | |
| "FREY1", | |
| "ZMYND12", | |
| "CHAC1", | |
| "OLAH", | |
| "ANP32D", | |
| "RPS10P7", | |
| "TBRG4", | |
| "GABRB1", | |
| "CEP89", | |
| "ITGBL1", | |
| "FAM187B", | |
| "KCNH3", | |
| "NPIPB15", | |
| "TMEM198", | |
| "CYP11B1", | |
| "IL1RAPL2", | |
| "CLCNKB", | |
| "OOSP2", | |
| "IZUMO1", | |
| "CLN5", | |
| "MAP3K7CL", | |
| "MTBP", | |
| "CCDC185", | |
| "SLX9", | |
| "TAS2R10", | |
| "MAGEA11", | |
| "FLJ42627", | |
| "GDF5", | |
| "GPR32", | |
| "H2BC13", | |
| "PCDHGA9", | |
| "C12orf54", | |
| "IFNA14", | |
| "CFAP20DC", | |
| "TARDBP", | |
| "ROR1-AS1", | |
| "YWHAQ", | |
| "CYP24A1", | |
| "POU4F3", | |
| "OR2J2", | |
| "DDX31", | |
| "PCDHAC2", | |
| "NXNL2", | |
| "KRBA1", | |
| "FRRS1", | |
| "CCDC148", | |
| "POU3F3", | |
| "C10orf55", | |
| "SLC12A5", | |
| "CHRNE", | |
| "ZPBP2", | |
| "MAMDC2-AS1", | |
| "SPX", | |
| "ADGRD1", | |
| "CFAP52", | |
| "PDZD9", | |
| "NETO1", | |
| "DEFB126", | |
| "VASH2", | |
| "PIEZO2", | |
| "SFTA3", | |
| "ZNF208", | |
| "RFPL1S", | |
| "PLPPR1", | |
| "RNF185-AS1", | |
| "IQGAP3", | |
| "DBIL5P", | |
| "DMRT2", | |
| "TAF1L", | |
| "FGG", | |
| "RHBDL2", | |
| "SDR9C7", | |
| "BEX5", | |
| "MT3", | |
| "NTN5", | |
| "APLN", | |
| "NACA4P", | |
| "NRG1", | |
| "PTTG2", | |
| "PIGM", | |
| "CCDC17", | |
| "IKBKG", | |
| "HERC6", | |
| "PYCARD-AS1", | |
| "PPP5D1P", | |
| "XRRA1", | |
| "ATP1B4", | |
| "PLEKHG7", | |
| "FAM53A", | |
| "DGCR11", | |
| "LAMB2P1", | |
| "RFPL1", | |
| "CETN1", | |
| "FAM9C", | |
| "NUP210L", | |
| "CSN1S1", | |
| "CCDC42", | |
| "CACNB3", | |
| "LINC02909", | |
| "CNPY1", | |
| "SP3P", | |
| "KCTD4", | |
| "IBA57-DT", | |
| "DISC1", | |
| "ZNF334", | |
| "TBC1D17", | |
| "CPLX3", | |
| "ZAN", | |
| "PAX1", | |
| "CCDC26", | |
| "UHRF1", | |
| "SLC35G3", | |
| "TAAR3P", | |
| "SMYD3", | |
| "FSIP1", | |
| "MS4A5", | |
| "SPAG8", | |
| "LINC02209", | |
| "FBXO10", | |
| "LINC02878", | |
| "COL2A1", | |
| "ERC2-IT1", | |
| "KCNQ3", | |
| "RHOV", | |
| "CC2D2B", | |
| "POU2AF2", | |
| "CEP131", | |
| "NBR2", | |
| "SH3GL1P1", | |
| "COX6B2", | |
| "OR5P3", | |
| "GCM1", | |
| "TTLL11", | |
| "PLAC8L1", | |
| "PGLYRP2", | |
| "RBFADN", | |
| "HAGLROS", | |
| "NT5M", | |
| "ABCB9", | |
| "HAL", | |
| "SYBU", | |
| "CCDC78", | |
| "TOE1", | |
| "ATP1A3", | |
| "NTNG2", | |
| "APOF", | |
| "NDRG4", | |
| "OR8B8", | |
| "ATRNL1", | |
| "REDIC1", | |
| "SSTR4", | |
| "TMEM79", | |
| "HS3ST5", | |
| "GSTT2", | |
| "LRFN1", | |
| "IQCH", | |
| "MUTYH", | |
| "LHX9", | |
| "KCNRG", | |
| "DNAH17", | |
| "ITGA2B", | |
| "STX1B", | |
| "CDH16", | |
| "ACSBG1", | |
| "H1-1", | |
| "CORO2B", | |
| "ATP6AP1L", | |
| "FAM230B", | |
| "FAM131B", | |
| "NFYC-AS1", | |
| "ULK4", | |
| "NUP98", | |
| "FGFRL1", | |
| "GPR61", | |
| "LHFPL4", | |
| "DYNLRB2", | |
| "ATPAF2", | |
| "ARHGAP36", | |
| "UBQLN3", | |
| "GGN", | |
| "ZNF17", | |
| "LRP2", | |
| "CRCT1", | |
| "SENP5", | |
| "ITPR1-DT", | |
| "NKX2-8", | |
| "CRPPA-AS1", | |
| "OVGP1", | |
| "RRN3P1", | |
| "SCARF1", | |
| "S1PR5", | |
| "ATP2A1", | |
| "PAQR9", | |
| "AFM", | |
| "NRSN1", | |
| "CARS1-AS1", | |
| "BRINP1", | |
| "CYREN", | |
| "KRTAP8-1", | |
| "BEST2", | |
| "METTL21C", | |
| "DNM1P35", | |
| "KCNMB3", | |
| "SNX22", | |
| "ZNF543", | |
| "PLA2G3", | |
| "GBX2", | |
| "TRPV4", | |
| "PACRG", | |
| "ANGPTL3", | |
| "LINC02905", | |
| "MIR9-1HG", | |
| "VEPH1", | |
| "ANGEL1", | |
| "RETN", | |
| "MAGED2", | |
| "S100A7", | |
| "SPATS1", | |
| "LINC01600", | |
| "COL20A1", | |
| "SMG7-AS1", | |
| "TREM2", | |
| "PLD6", | |
| "MAPK15", | |
| "HTN3", | |
| "C9orf50", | |
| "PAGE5", | |
| "CD300C", | |
| "CNTD1", | |
| "VWA5B1", | |
| "AMBN", | |
| "FLJ37201", | |
| "ZNF718", | |
| "KRT37", | |
| "AP3B2", | |
| "PATE2", | |
| "KCNJ5-AS1", | |
| "XCR1", | |
| "BBS5", | |
| "CITED1", | |
| "VSNL1", | |
| "HMBOX1", | |
| "C2orf80", | |
| "IMP3", | |
| "NEURL2", | |
| "ZNF503-AS2", | |
| "ZFR2", | |
| "PPM1N", | |
| "PLEKHA8P1", | |
| "PGBD5", | |
| "ZNF683", | |
| "KIAA0319", | |
| "PCDHGC3", | |
| "ZNF618", | |
| "C2orf81", | |
| "NFAM1", | |
| "TMEM72", | |
| "ANKUB1", | |
| "THNSL2", | |
| "LRRC37A5P", | |
| "SYCP2L", | |
| "CPNE9", | |
| "C8orf48", | |
| "MARCHF11", | |
| "SCG5", | |
| "MAPK14", | |
| "TNFSF13", | |
| "CCDC70", | |
| "TMPRSS11B", | |
| "NLRP4", | |
| "ERVH-3", | |
| "KEL", | |
| "XKR6", | |
| "GPR135", | |
| "TUNAR", | |
| "DNASE2B", | |
| "ANKRD33B", | |
| "CNTNAP3", | |
| "WDR89", | |
| "ZNF554", | |
| "LAIR2", | |
| "FAM66D", | |
| "AXIN1", | |
| "EGFEM1P", | |
| "ESX1", | |
| "SSX1", | |
| "TNFRSF19", | |
| "PKD1L1", | |
| "CT83", | |
| "CCNA1", | |
| "TCP11L2", | |
| "EML2-AS1", | |
| "CRELD1", | |
| "SGCZ", | |
| "KRTAP5-9", | |
| "ZBTB5", | |
| "UBIAD1", | |
| "TTC23L", | |
| "CBY3", | |
| "AGBL2", | |
| "CD207", | |
| "NPR2", | |
| "INSYN2A", | |
| "IFNA1", | |
| "RTP3", | |
| "IMPG1", | |
| "OSER1-DT", | |
| "TMEM232", | |
| "ZIC2", | |
| "HERC2P3", | |
| "MKS1", | |
| "DTHD1", | |
| "LINC01590", | |
| "DCDC2", | |
| "CD5L", | |
| "ANK1", | |
| "LRFN2", | |
| "PACS2", | |
| "FAM81A", | |
| "ZMYND10", | |
| "SLC5A8", | |
| "PENK", | |
| "SLIT2-IT1", | |
| "IQCF5-AS1", | |
| "GNB1L", | |
| "SYNPO2L", | |
| "SPMIP8", | |
| "KRT13", | |
| "WHRN", | |
| "IGFL1", | |
| "ACKR2", | |
| "DPP10-AS3", | |
| "HEATR9", | |
| "IFNB1", | |
| "TSPAN16", | |
| "C10orf95", | |
| "TRIM50", | |
| "RNF32", | |
| "PSG11", | |
| "PKDREJ", | |
| "HERC2P7", | |
| "STARD7-AS1", | |
| "RTP1", | |
| "TMEM108", | |
| "ALG10", | |
| "ELSPBP1", | |
| "VENTXP1", | |
| "LINC01555", | |
| "CSMD1", | |
| "DIO2-AS1", | |
| "SEPTIN7P9", | |
| "KCNK15", | |
| "C11orf42", | |
| "SPACA1", | |
| "POU3F2", | |
| "TNFSF9", | |
| "KRT31", | |
| "AGER", | |
| "MYH7", | |
| "OR10A3", | |
| "KRBOX1", | |
| "SETD1A", | |
| "MERTK", | |
| "FAM230C", | |
| "TAS2R8", | |
| "BRDT", | |
| "WIF1", | |
| "NKAIN2", | |
| "MYOZ1", | |
| "CYLC1", | |
| "RAD51D", | |
| "MLXIP", | |
| "ARPP21", | |
| "C9orf43", | |
| "ZNF333", | |
| "CTAGE11P", | |
| "OGDHL", | |
| "SCN10A", | |
| "HCG4", | |
| "SLC7A13", | |
| "ANKRD30B", | |
| "CTRC", | |
| "H2AC17", | |
| "GRIK1-AS1", | |
| "SEC61A2", | |
| "STRIP2", | |
| "PHETA2", | |
| "ZNF674-AS1", | |
| "CRYGA", | |
| "ZC3H6", | |
| "KLF1", | |
| "PKN3", | |
| "TRIM54", | |
| "BACE1", | |
| "OR1D2", | |
| "ZNF7", | |
| "SLIT1", | |
| "MAT1A", | |
| "UCP3", | |
| "EN1" | |
| ], | |
| "Coefficient": [ | |
| -1.899415828963449, | |
| -1.8800700380361077, | |
| 1.8601938010032164, | |
| 1.8134409867434536, | |
| -1.745876037454478, | |
| 1.7203261458809234, | |
| 1.6726833294628132, | |
| 1.6723334812859394, | |
| -1.6018725262603628, | |
| -1.5647139584236105, | |
| 1.4966921210067305, | |
| 1.435135451789208, | |
| -1.402832076746659, | |
| -1.3922619313897913, | |
| 1.3524481831866246, | |
| -1.3407704329375825, | |
| 1.3246481837192898, | |
| -1.3026761447432866, | |
| 1.2869044205317948, | |
| -1.2805713028472696, | |
| -1.237959208632584, | |
| -1.2376624324789853, | |
| 1.2049941796991082, | |
| 1.1965591314444681, | |
| 1.1843501320877625, | |
| -1.182232424081788, | |
| -1.16878816780332, | |
| -1.1617363947462154, | |
| 1.1591840351430907, | |
| 1.1545471805414649, | |
| 1.1369202737673254, | |
| -1.1239108218788845, | |
| 1.1195826619165257, | |
| 1.1175322951434483, | |
| 1.1137883022121613, | |
| 1.1112258893092788, | |
| -1.106275171414011, | |
| 1.1003793215588948, | |
| 1.0959048744368014, | |
| 1.078587417440672, | |
| 1.0729664693733318, | |
| 1.0569635400613429, | |
| -1.0329769904043762, | |
| 1.0295673767853544, | |
| -1.0213009114555545, | |
| 1.0115308178695808, | |
| 1.0088984685502265, | |
| -0.984966794122726, | |
| -0.9804144124469439, | |
| 0.9787745213312001, | |
| -0.9762925205631269, | |
| -0.9736140645609547, | |
| 0.9440888967582549, | |
| -0.920501908216851, | |
| -0.9091044362591257, | |
| 0.8913230452116586, | |
| 0.8893342695896173, | |
| -0.886625398106541, | |
| -0.8840630700126869, | |
| 0.8777914911733549, | |
| 0.8725478223402051, | |
| 0.8717519322545222, | |
| -0.8692883698908674, | |
| -0.8632246425343417, | |
| -0.8585911970264641, | |
| 0.8553405377258212, | |
| -0.8530627050077617, | |
| 0.8525994303324486, | |
| 0.8308002126115904, | |
| -0.8276991206888272, | |
| -0.8063646133653662, | |
| 0.8033937435979851, | |
| 0.8021016605328427, | |
| 0.7965452714852991, | |
| 0.7956860698273244, | |
| -0.7949037892180009, | |
| -0.7924986777982328, | |
| -0.791795118020722, | |
| -0.7892223925749132, | |
| -0.7874053108503248, | |
| -0.7865903863994321, | |
| 0.7792092557425178, | |
| 0.7747651782688958, | |
| -0.7698691552980728, | |
| -0.7696981669787046, | |
| -0.7696756811945451, | |
| -0.7657850862320615, | |
| 0.7498870535664134, | |
| -0.746376602002795, | |
| -0.7266086804190183, | |
| 0.7191156737459361, | |
| 0.7103724461276167, | |
| -0.7072710455247772, | |
| 0.6998062743761504, | |
| -0.6996342790007373, | |
| -0.6963996239571437, | |
| -0.6834035132609159, | |
| 0.6789822271996347, | |
| 0.6759432335027683, | |
| -0.6729049309924015, | |
| 0.672335669732634, | |
| -0.6685647696215259, | |
| -0.6674388811852089, | |
| 0.665092482338202, | |
| -0.6639439091504975, | |
| -0.6492339918981763, | |
| 0.6453229489897654, | |
| -0.64225130786149, | |
| 0.637076533592114, | |
| 0.6367442827000939, | |
| -0.6299165633459813, | |
| 0.6223125733117567, | |
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| ], | |
| "Absolute Coefficient": [ | |
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| 0.0060095922209982885, | |
| 0.005881010204538935, | |
| 0.005292258533197281, | |
| 0.004929706581498352, | |
| 0.004178939683321922, | |
| 0.004151132702102697, | |
| 0.003687432551386012, | |
| 0.0033565694328468476, | |
| 0.0033089289187774843, | |
| 0.0028428749932531243, | |
| 0.0025784060749230392, | |
| 0.002036049051289514, | |
| 0.001902412116840676, | |
| 0.0013302108717122706, | |
| 0.0010972967065473612, | |
| 0.0010745851472964507, | |
| 0.0004402119541279206, | |
| 0.0003361918786135783, | |
| 2.8838037356181675e-06 | |
| ] | |
| }, | |
| "cv_performance": { | |
| "prediction": { | |
| "accuracy": 94.84536082474227, | |
| "precision": 94.84536082474227, | |
| "recall": 100.0, | |
| "f1": 97.34991762574533 | |
| }, | |
| "selection": { | |
| "precision": 0.8251546571240898, | |
| "recall": 1.4285714285714284, | |
| "f1": 1.0460618626890532, | |
| "jaccard": 0.525994560308724 | |
| } | |
| } | |
| } |