| { | |
| "significant_genes": { | |
| "Variable": [ | |
| "ELK3", | |
| "PRR20A", | |
| "FAM69B", | |
| "CPNE9", | |
| "C1orf63", | |
| "OR13J1", | |
| "R3HDM2", | |
| "NFKB2", | |
| "ZMIZ1", | |
| "KLF3", | |
| "TBX6", | |
| "CDA", | |
| "UBE2J1", | |
| "SESN3", | |
| "MYO1B", | |
| "MYCBPAP", | |
| "GPC6", | |
| "SPATA20", | |
| "FAM3D", | |
| "GLDN", | |
| "TMEM125", | |
| "MANEA", | |
| "ZNF544", | |
| "EIF4E", | |
| "MGC23270", | |
| "RNF5P1", | |
| "MEST", | |
| "SMN1", | |
| "ARSG", | |
| "TMEM123", | |
| "C15orf17", | |
| "C16orf73", | |
| "PDE6C", | |
| "C19orf76", | |
| "RABL2A", | |
| "APOC2", | |
| "MFHAS1", | |
| "TUBA3E", | |
| "KRTAP4-8", | |
| "CNGA2", | |
| "FAM53C", | |
| "MTHFSD", | |
| "GPR37", | |
| "GSTT1", | |
| "RFPL1S", | |
| "FAM106A", | |
| "RGS7", | |
| "SPTLC3", | |
| "HOXC11", | |
| "SLC38A4", | |
| "ASAP1IT1", | |
| "KCNK18", | |
| "OR2G6", | |
| "TNPO2", | |
| "EMR3", | |
| "OR1Q1", | |
| "PCDHB19P", | |
| "ARPP21", | |
| "KRT33B", | |
| "KRTAP5-11", | |
| "TRPC5", | |
| "TTLL13", | |
| "MYCN", | |
| "SNORD94", | |
| "ABCA2", | |
| "C7orf54", | |
| "HEY2", | |
| "LOC100132724", | |
| "ITPKC", | |
| "PPP1R11", | |
| "IL1RAPL1", | |
| "ZAR1", | |
| "LOC100268168", | |
| "OR5M11", | |
| "GLRA1", | |
| "WASH5P", | |
| "SPCS2", | |
| "LOC340017", | |
| "?|653553", | |
| "OR1S1", | |
| "TXNDC2", | |
| "EGR4", | |
| "LOC100129055", | |
| "SLC35F4", | |
| "CTSK", | |
| "LOC643923", | |
| "CCDC144NL", | |
| "SLC7A5P1", | |
| "TNFRSF13B", | |
| "LRIG3", | |
| "CDC42BPG", | |
| "CHIT1", | |
| "CLDN17", | |
| "KRTAP19-3", | |
| "BMP15", | |
| "TXNRD3IT1", | |
| "KCNH7", | |
| "ASTE1", | |
| "LCE3E", | |
| "GRAPL", | |
| "TRIT1", | |
| "CPN1", | |
| "UGT8", | |
| "GAR1", | |
| "LRRC14B", | |
| "SNORA45", | |
| "PCDH17", | |
| "CHST4", | |
| "TKTL2", | |
| "AQP11", | |
| "LRRC55", | |
| "WISP3", | |
| "TRIM60", | |
| "OR3A2", | |
| "PLA2G10", | |
| "LMOD2", | |
| "HIST1H3E", | |
| "SLC38A8", | |
| "UOX", | |
| "OR7E156P", | |
| "OR2H1", | |
| "FGF8", | |
| "DMC1", | |
| "S100A13", | |
| "SH2D7", | |
| "OBP2B", | |
| "MGC42105", | |
| "LRRIQ3", | |
| "TRIM43", | |
| "DEFB106A", | |
| "STK32A", | |
| "FCGR3B", | |
| "SCARNA23", | |
| "LOC649330", | |
| "EN1", | |
| "IQCF3", | |
| "P2RY8", | |
| "WFDC10A", | |
| "CAMK2B", | |
| "KRTAP24-1", | |
| "OR52D1", | |
| "FBXW8", | |
| "RNF125", | |
| "FNDC4", | |
| "XKR6", | |
| "LOC285847", | |
| "SNORA66", | |
| "HSPB2", | |
| "ANKRD34B", | |
| "ACCSL", | |
| "INTS4L2", | |
| "A4GNT", | |
| "ZFYVE27", | |
| "FBN2", | |
| "OR51E2", | |
| "TCP10L2", | |
| "FNDC8", | |
| "SHH", | |
| "IGFL4", | |
| "GLIPR1L2", | |
| "CASQ1", | |
| "GPR15", | |
| "WHAMM", | |
| "ODC1", | |
| "SLCO6A1", | |
| "TIMD4", | |
| "RPAP3", | |
| "CST11", | |
| "PCDHB6", | |
| "IL17A", | |
| "EDIL3", | |
| "ANKRD7", | |
| "CSHL1", | |
| "SPESP1", | |
| "CDH10", | |
| "NDP", | |
| "TUBB1", | |
| "PRB1", | |
| "NAP1L2", | |
| "HPYR1", | |
| "NEK10", | |
| "ZSWIM2", | |
| "C20orf201", | |
| "GBX1", | |
| "SNORA62", | |
| "CYP4F2", | |
| "NOVA1", | |
| "ZDHHC22", | |
| "SNORA2B", | |
| "OR13C8", | |
| "LOC645431", | |
| "ASPHD2", | |
| "IGFL2", | |
| "OR52A5", | |
| "KRTAP20-4", | |
| "CAPN11", | |
| "PDE6H", | |
| "CYP2A6", | |
| "FEV", | |
| "CREB3", | |
| "C4orf45", | |
| "TAS2R8", | |
| "C1orf189", | |
| "BICD1", | |
| "PCGEM1", | |
| "YTHDF1", | |
| "OR5K2", | |
| "OR2T29", | |
| "PIWIL3", | |
| "MEGF10", | |
| "APPL2", | |
| "C10orf131", | |
| "NXF4", | |
| "COL9A3", | |
| "TNFRSF11B", | |
| "DGKB", | |
| "CAGE1", | |
| "GPRIN2", | |
| "EN2", | |
| "PCDHGA8", | |
| "DCLK3", | |
| "TAS2R41", | |
| "SPINT3", | |
| "C1QTNF9B", | |
| "SFTPA2", | |
| "LOC730668", | |
| "CYP4Z1", | |
| "CHP2", | |
| "GAB4", | |
| "SNAR-F", | |
| "VCX2", | |
| "LRRC41", | |
| "SMG5", | |
| "C3orf14", | |
| "KIAA1033", | |
| "LOC729609", | |
| "OR2T27", | |
| "ID2B", | |
| "NPR2", | |
| "RGS22", | |
| "CRHR2", | |
| "HERC2P4", | |
| "IL4", | |
| "KCNN3", | |
| "CACNA1B", | |
| "RNF151", | |
| "SNORA70B", | |
| "NEU2", | |
| "CRISP1", | |
| "OR10T2", | |
| "PNOC", | |
| "GSTM1", | |
| "CSPG5", | |
| "ABP1", | |
| "RAB40AL", | |
| "HSPE1", | |
| "OR5R1", | |
| "CBWD2", | |
| "MSLN", | |
| "SLTM", | |
| "HSPA1B", | |
| "LOC285194", | |
| "SEPP1", | |
| "LOC646627", | |
| "OR2T2", | |
| "CHRNA4", | |
| "PABPC1L2B", | |
| "HCG22", | |
| "ZNF560", | |
| "E2F3", | |
| "OTC", | |
| "PCDHGB2", | |
| "AMHR2", | |
| "C7orf66", | |
| "CLEC4G", | |
| "TAS2R30", | |
| "DSPP", | |
| "GMPR2", | |
| "ACTN3", | |
| "NHLRC3", | |
| "POU4F3", | |
| "ECEL1", | |
| "GABRR3", | |
| "TM2D2", | |
| "MMP8", | |
| "UCP1", | |
| "OR6K2", | |
| "HERPUD2", | |
| "HIST1H4B", | |
| "LOC644145", | |
| "CCNYL1", | |
| "SAGE1", | |
| "OR1E2", | |
| "KIR2DL3", | |
| "SPATA22", | |
| "SCARNA27", | |
| "SOX5", | |
| "TMEM151A", | |
| "C5orf52", | |
| "NCRNA00110", | |
| "FST", | |
| "FLJ41941", | |
| "MTVR2", | |
| "ZNF883", | |
| "C3orf49", | |
| "LOC100240734", | |
| "ZNF341", | |
| "CA12", | |
| "OR2T8", | |
| "NOTO", | |
| "PPEF2", | |
| "C8orf47", | |
| "SCGBL", | |
| "IL28A", | |
| "DNAJB8", | |
| "RFPL3", | |
| "C15orf38", | |
| "ATL1", | |
| "ESPNL", | |
| "POU6F2", | |
| "RLN3", | |
| "CLEC4C", | |
| "BCCIP", | |
| "BRAP", | |
| "FAM101A", | |
| "SNORA4", | |
| "ZFP91-CNTF", | |
| "POF1B", | |
| "C1orf87", | |
| "RBMY1B", | |
| "HIST1H2AG", | |
| "MGC16025", | |
| "RIMKLB", | |
| "SPDYE2", | |
| "VSTM1", | |
| "SLC36A3", | |
| "IZUMO1", | |
| "CBWD3", | |
| "CAPN9", | |
| "CD300LD", | |
| "POC1B", | |
| "PGK2", | |
| "HIST2H2BF", | |
| "MRPL42P5", | |
| "CRYBA1", | |
| "OR2T3", | |
| "LOC219347", | |
| "SLC2A7", | |
| "TTTY7", | |
| "MEIS3P1", | |
| "SLITRK3", | |
| "NAP1L4", | |
| "RRAD", | |
| "PKD2L2", | |
| "STAG3L2", | |
| "LSM14B", | |
| "MUC13", | |
| "TXNDC8", | |
| "SPACA5", | |
| "TBX4", | |
| "C20orf70", | |
| "CA14", | |
| "OR52W1", | |
| "CLEC4M", | |
| "GSDMA", | |
| "SLC6A20", | |
| "SLC44A2", | |
| "CYCSP52", | |
| "FAM48B1", | |
| "LOC283050", | |
| "GPR150", | |
| "C21orf90", | |
| "RPS6KA6", | |
| "LRP5L", | |
| "UGT2B28", | |
| "HIST1H4A", | |
| "CADPS", | |
| "OR10G2", | |
| "GABRR2", | |
| "BARX1", | |
| "CLRN2", | |
| "TMEM154", | |
| "SDC4", | |
| "ST7OT2", | |
| "EDC3", | |
| "PPAN-P2RY11", | |
| "FZD8", | |
| "SCGB1D4", | |
| "ACOT13", | |
| "HFE", | |
| "NOX1", | |
| "REPS1", | |
| "DIO3", | |
| "NGB", | |
| "KIAA1210", | |
| "TLK2", | |
| "FOXE3", | |
| "LOC392196", | |
| "CREB3L4", | |
| "IGLON5", | |
| "C5orf35", | |
| "HIST2H3C", | |
| "C8orf86", | |
| "LOC284788", | |
| "DUPD1", | |
| "TMEM132D", | |
| "SEPT7L", | |
| "KCNA4", | |
| "MGC34034", | |
| "ARMCX6", | |
| "RDM1", | |
| "C20orf166", | |
| "CXorf50B", | |
| "STK39", | |
| "APOA1", | |
| "LOC100132354", | |
| "ST7L", | |
| "SPHK1", | |
| "ITGA2", | |
| "DCAF12L1", | |
| "CPLX4", | |
| "KCNJ6", | |
| "OPN1MW", | |
| "OR4S1", | |
| "VPS37C", | |
| "C20orf173", | |
| "EIF5A2", | |
| "SERPINB1", | |
| "SYCE1", | |
| "OR3A3", | |
| "DSG4", | |
| "L3MBTL3", | |
| "MMP21", | |
| "SPDYE4", | |
| "LCN8", | |
| "KIAA1751", | |
| "NR5A1", | |
| "LOC100133957", | |
| "PRHOXNB", | |
| "OR14I1", | |
| "SOX21", | |
| "PAPL", | |
| "THBS4", | |
| "EPYC", | |
| "MGAT3", | |
| "CDH8", | |
| "OR2T34", | |
| "FAM74A3", | |
| "PLD1", | |
| "OR52L1", | |
| "TMEM229A", | |
| "SPRR2F", | |
| "POU2F3", | |
| "C9orf173", | |
| "C1orf61", | |
| "C6orf176", | |
| "KLF12", | |
| "PPARGC1B", | |
| "COL20A1", | |
| "OR4S2", | |
| "GSTT2", | |
| "ZIM2", | |
| "SYT2", | |
| "GIMAP7", | |
| "ARHGEF3", | |
| "CELA3A", | |
| "SLC32A1", | |
| "LOC100240726", | |
| "ELAC1", | |
| "SNORA1", | |
| "QRSL1", | |
| "KCTD14", | |
| "NUDT9P1", | |
| "OOEP", | |
| "DYTN", | |
| "SNORA16B", | |
| "CA3", | |
| "ZNF707", | |
| "LOC100133669", | |
| "KRTAP5-2", | |
| "JMJD4", | |
| "ARSE", | |
| "ALG1L", | |
| "C1orf68", | |
| "ZNF79", | |
| "GRM3", | |
| "SMPX", | |
| "FAM71F1", | |
| "CLLU1OS", | |
| "ZNF534", | |
| "LOC286238", | |
| "CYP2C8", | |
| "DUSP6", | |
| "MB", | |
| "COX8C", | |
| "ZNF667", | |
| "FUNDC2P2", | |
| "TC2N", | |
| "OSR2", | |
| "LOC284661", | |
| "UGT2B15", | |
| "MAEA", | |
| "HIST1H3H", | |
| "GPR88", | |
| "STK32C", | |
| "OR52B4", | |
| "FGF4", | |
| "TTLL8", | |
| "TSPYL6", | |
| "C7orf28B", | |
| "LRRC10B", | |
| "MSLNL", | |
| "OR5AK2", | |
| "IFNA8", | |
| "ZNF584", | |
| "GHSR", | |
| "VHLL", | |
| "DPRX", | |
| "NKX2-2", | |
| "LEMD1", | |
| "MAGEB16", | |
| "HMX1", | |
| "C1orf230", | |
| "ZNF521", | |
| "PHYHIP", | |
| "C14orf19", | |
| "CCDC157", | |
| "C6orf191", | |
| "LOC255025", | |
| "FAM138D", | |
| "LACRT", | |
| "OR5B12", | |
| "PABPN1L", | |
| "FGF16", | |
| "OR4F29", | |
| "DCX", | |
| "LOC100132831", | |
| "RBMY1A3P", | |
| "SNORA51", | |
| "CDX2", | |
| "FRMPD4", | |
| "IL1F6", | |
| "KY", | |
| "TRIML1", | |
| "NKX3-1", | |
| "F2RL2", | |
| "CLDN25", | |
| "GALC", | |
| "TPH2", | |
| "PATE3", | |
| "PROKR1", | |
| "HIGD2B", | |
| "LOC642597", | |
| "PSD2", | |
| "CABP4", | |
| "PNLIP", | |
| "SLC9A10", | |
| "WDR66", | |
| "GAD2", | |
| "TRH", | |
| "SERPINA9", | |
| "ROBO1", | |
| "GDF5", | |
| "PRAMEF4", | |
| "FAM21B", | |
| "SPATS1", | |
| "DNAH2", | |
| "LRRC4", | |
| "RHD", | |
| "KCNMB3", | |
| "LOC400804", | |
| "SIGLEC12", | |
| "CC2D1B", | |
| "FAM187B", | |
| "ACP6", | |
| "FAM135B", | |
| "?|100130426", | |
| "C6orf58", | |
| "NRAP", | |
| "ACTRT1", | |
| "SLC7A3", | |
| "SNAR-H", | |
| "SNORD90", | |
| "KRTAP21-1", | |
| "ACCN5", | |
| "TSSK2", | |
| "OR11H12", | |
| "SNORD88C", | |
| "LOC653545", | |
| "SLC39A10", | |
| "SPINK14", | |
| "KRTAP22-1", | |
| "NMS", | |
| "SNORA11C", | |
| "TTTY3B", | |
| "SNORD16", | |
| "SNORD116-19", | |
| "DEFB114", | |
| "TTTY22", | |
| "TTTY17B", | |
| "SNAR-D", | |
| "DEFB113", | |
| "SNORA30" | |
| ], | |
| "Coefficient": [ | |
| 6.7007176999500615, | |
| -5.845973236090817, | |
| 3.65423133639158, | |
| -3.1977208922913336, | |
| -2.9137421349945636, | |
| -2.894924064389452, | |
| 2.8607194781917906, | |
| -2.827849430994763, | |
| 2.7913355823989656, | |
| 2.727384761632039, | |
| -2.727144316569551, | |
| 2.643363828348921, | |
| 2.6299692929305203, | |
| 2.605861591456312, | |
| 2.5419725933529893, | |
| -2.5192004940542554, | |
| 2.4311859294386466, | |
| -2.403036121753924, | |
| 2.402406713192308, | |
| -2.394144016598196, | |
| -2.321152069222864, | |
| 2.3108723444278487, | |
| 2.261077158986519, | |
| -2.23660164727147, | |
| 2.2330555531623637, | |
| -2.2173767610773534, | |
| 2.201590518002648, | |
| 2.179373815691102, | |
| 2.066273836385597, | |
| 2.046568142790361, | |
| -2.0357097620222335, | |
| 2.0156558942090155, | |
| 1.980289490713942, | |
| -1.9417840392916497, | |
| -1.9156664762978375, | |
| -1.9081130755726528, | |
| 1.9055923224571818, | |
| -1.8862544889740485, | |
| 1.8512060854029622, | |
| 1.8270890365137493, | |
| -1.822552347654316, | |
| -1.8134202925912708, | |
| 1.8072792508493503, | |
| 1.800024830729644, | |
| 1.795630347147056, | |
| -1.7784181530403687, | |
| 1.7541256687608409, | |
| 1.7390264221314091, | |
| -1.7079681761352048, | |
| 1.7045399354478938, | |
| -1.681005830945319, | |
| 1.6800125282977505, | |
| -1.6754612508995448, | |
| -1.6671991557274681, | |
| 1.6329775785592315, | |
| -1.6175381988256996, | |
| 1.6016767903569307, | |
| 1.5919995374230191, | |
| 1.571245066462306, | |
| 1.5690231908102665, | |
| 1.5429216400179309, | |
| -1.5128993158043684, | |
| 1.491053052526309, | |
| 1.4893743625591522, | |
| 1.4860715431007057, | |
| -1.4843892253203013, | |
| 1.478042239971766, | |
| -1.4368489621643534, | |
| -1.434336350625586, | |
| 1.4222060743363008, | |
| -1.4098441650759188, | |
| -1.3880806332712554, | |
| -1.370057806565775, | |
| 1.3617606500599717, | |
| -1.3422781990007342, | |
| -1.3164182246736875, | |
| -1.3043558289843846, | |
| 1.3025496707065165, | |
| -1.2979393147496472, | |
| -1.2936412009610245, | |
| 1.271681009233158, | |
| -1.2631340997162188, | |
| -1.2620931031469815, | |
| 1.2582991200198839, | |
| -1.2562631550871872, | |
| -1.2531673536778105, | |
| -1.248997969126761, | |
| -1.2485277193410207, | |
| -1.2400635521182704, | |
| 1.2390188649319718, | |
| -1.2358097472641574, | |
| -1.231614083231795, | |
| 1.2256496466514957, | |
| 1.224943631929704, | |
| -1.2148662369111305, | |
| -1.2146723998066653, | |
| 1.1998150130623604, | |
| 1.1920330329084143, | |
| 1.1860106783326958, | |
| 1.1844622252579131, | |
| -1.1818993293389555, | |
| 1.1808721373070425, | |
| 1.1747808110728606, | |
| -1.1726413967876874, | |
| -1.1704346752920325, | |
| 1.1589487759423789, | |
| 1.1525640429900315, | |
| -1.1468919672166529, | |
| 1.1407183260501634, | |
| 1.1305916952705102, | |
| 1.1290790323007482, | |
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| ], | |
| "Absolute Coefficient": [ | |
| 6.7007176999500615, | |
| 5.845973236090817, | |
| 3.65423133639158, | |
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| 0.004653695999501441, | |
| 0.00399552404942496, | |
| 0.003926113486805926, | |
| 0.0034450921194536578, | |
| 0.001946773376420853, | |
| 0.0018527607728862888, | |
| 0.0017040666584723857, | |
| 0.0014149472793497395, | |
| 0.0012325762689130272, | |
| 0.0009928903331582327, | |
| 0.0006846031112410798, | |
| 0.00036063285532163193, | |
| 0.00020210021026124622, | |
| 0.00016872839800178123, | |
| 0.0001011567471689547, | |
| 8.244600700502925e-05, | |
| 1.583193882187917e-05, | |
| 1.2041677702519473e-05, | |
| 1.07208821344467e-06, | |
| 3.283692551008963e-16, | |
| 2.0523078443806018e-16, | |
| 1.6418462755044814e-16 | |
| ] | |
| }, | |
| "cv_performance": { | |
| "prediction": { | |
| "accuracy": 88.099173553719, | |
| "precision": 88.099173553719, | |
| "recall": 100.0, | |
| "f1": 93.64980637849544 | |
| }, | |
| "selection": { | |
| "precision": 0.3491064073861467, | |
| "recall": 2.608695652173913, | |
| "f1": 0.6157818106402928, | |
| "jaccard": 0.3090136405482113 | |
| } | |
| } | |
| } |