| { | |
| "significant_genes": { | |
| "Variable": [ | |
| "EPS8L1", | |
| "ARHGEF35", | |
| "ANKRD20A7P", | |
| "LOC102723811", | |
| "UBE2G2", | |
| "CHST15", | |
| "LOC105371050", | |
| "LINC00641", | |
| "TSSK3", | |
| "CHI3L2", | |
| "CEBPD", | |
| "PRIMPOL", | |
| "TF", | |
| "LOC102723401", | |
| "CYP2R1", | |
| "C2orf66", | |
| "DISC2", | |
| "GRAPL", | |
| "MAP3K15", | |
| "ACY3", | |
| "LOC105369957", | |
| "CTNNBL1", | |
| "LOC101927284", | |
| "EMC3-AS1", | |
| "CTNNAL1", | |
| "SVIL-AS1", | |
| "RPS16P8", | |
| "BCL7B", | |
| "GRINA", | |
| "CFAP410", | |
| "ARHGAP33", | |
| "AXIN1", | |
| "CEP85", | |
| "OR4K14", | |
| "DNMT3A", | |
| "BCL9L", | |
| "ADCK2", | |
| "FLJ45513", | |
| "CBLN1", | |
| "TRAM1", | |
| "DORIP1", | |
| "COX16", | |
| "FUCA1", | |
| "ARHGAP20", | |
| "ATP8B1", | |
| "ZNF530", | |
| "ANKRD30BP2", | |
| "FAN1", | |
| "TERT", | |
| "CCDC9", | |
| "APOBEC1", | |
| "LOC101926915", | |
| "FAM228A", | |
| "DLL1", | |
| "GPR12", | |
| "FAM81A", | |
| "DCXR", | |
| "ERO1B", | |
| "OR52D1", | |
| "PAQR3", | |
| "EPOP", | |
| "CPNE6", | |
| "GMIP", | |
| "PNN", | |
| "GNAI3", | |
| "LOC101928215", | |
| "RGS14", | |
| "CRMP1", | |
| "CPAP", | |
| "PYCR1", | |
| "LOC399900", | |
| "SPRYD3", | |
| "DDX31", | |
| "LARP1", | |
| "BCKDHB", | |
| "OOEP", | |
| "ANAPC16", | |
| "TBC1D20", | |
| "ILRUN", | |
| "GPR108", | |
| "FAM83A-AS1", | |
| "FLJ12825", | |
| "XPA", | |
| "LYRM9", | |
| "SIAH1", | |
| "DHX9", | |
| "PFKFB4", | |
| "ATP5PF", | |
| "LINC01602", | |
| "LOC105374890", | |
| "PARP12", | |
| "LINC01614", | |
| "GUSBP9", | |
| "DEF8", | |
| "ZBTB49", | |
| "CD38", | |
| "KCNG1", | |
| "GPR19", | |
| "PCDHA12", | |
| "GEMIN8", | |
| "LINC00626", | |
| "CNNM4", | |
| "PKN2", | |
| "LOC101929645", | |
| "KRT24", | |
| "DNAL4", | |
| "MAP3K20-AS1", | |
| "ZC3HAV1L", | |
| "NLGN3", | |
| "ITGA7", | |
| "MKRN7P", | |
| "FUOM", | |
| "ACOT9", | |
| "GNLY", | |
| "BCL2L12", | |
| "RHOXF1", | |
| "IFT25", | |
| "MGA", | |
| "INPP5J", | |
| "MIAT", | |
| "RAB9A", | |
| "DONSON", | |
| "OSBPL5", | |
| "ASGR2", | |
| "AFAP1L1", | |
| "SPTLC3", | |
| "VNN2", | |
| "MAGEE1", | |
| "FAM86B3P", | |
| "SPACA4", | |
| "GJA4", | |
| "SSNA1", | |
| "MX1", | |
| "SOD1", | |
| "OTUD7B", | |
| "CCDC138", | |
| "EREG", | |
| "SLC22A13", | |
| "CCL15", | |
| "DEFB1", | |
| "CPED1", | |
| "PTPRK", | |
| "MIR4296", | |
| "SPAG17", | |
| "SIRT2", | |
| "RNF126", | |
| "LINC01304", | |
| "LOC100287477", | |
| "MIR503HG", | |
| "MIR181A1HG", | |
| "TSPAN18", | |
| "MTG2", | |
| "KRTAP12-1", | |
| "MFSD5", | |
| "ZNF100", | |
| "PRB4", | |
| "WDR90", | |
| "LOC102723692", | |
| "HCCS", | |
| "CPTP", | |
| "LOC101928409", | |
| "LINC00437", | |
| "TTC13", | |
| "ITGAX", | |
| "PHACTR2-AS1", | |
| "BOLA1", | |
| "CCNE2", | |
| "IFI6", | |
| "NHSL2", | |
| "MTERF3", | |
| "LOC101928087", | |
| "LOC100134868", | |
| "MMP24", | |
| "ZMAT3", | |
| "URB2", | |
| "RNF125", | |
| "TGFBRAP1", | |
| "CTBP1-AS", | |
| "FMO3", | |
| "BBS9", | |
| "ZNF383", | |
| "EIF1AY", | |
| "B3GALT4", | |
| "CASP5", | |
| "TNFRSF11A", | |
| "RNF148", | |
| "FNTB", | |
| "ACER3", | |
| "PI4KA", | |
| "ZNF226", | |
| "ARID4A", | |
| "LINC00920", | |
| "NLRP2", | |
| "FLT3", | |
| "ADGRG7", | |
| "LIPK", | |
| "NUTM2A-AS1", | |
| "TMEM129", | |
| "FTO-IT1", | |
| "LOC102724382", | |
| "SLC2A9", | |
| "HPS4", | |
| "EMC7", | |
| "FUT10", | |
| "PGK2", | |
| "ENTPD3-AS1", | |
| "GARIN1A", | |
| "TXN2", | |
| "LOC101928911", | |
| "FBXW4", | |
| "LOC101930112", | |
| "LOC101928236", | |
| "B3GLCT", | |
| "PREX2", | |
| "PIK3R5", | |
| "FNDC7", | |
| "LINC00598", | |
| "FAHD1", | |
| "SPRR2B", | |
| "FIGNL2", | |
| "ERCC6L", | |
| "EXD2", | |
| "LYPD4", | |
| "MYH16", | |
| "FBXL20", | |
| "MVD", | |
| "VMAC", | |
| "TRAK2", | |
| "IGSF21", | |
| "LEFTY2", | |
| "DDIT3", | |
| "SETD2", | |
| "JADE3", | |
| "LOC105369746", | |
| "ATP1A1-AS1", | |
| "MTNAP1", | |
| "ZXDA", | |
| "ARL14", | |
| "CLIC6", | |
| "THAP10", | |
| "ZNF583", | |
| "PCNX4", | |
| "PRG3", | |
| "FARP2", | |
| "KCNQ1-AS1", | |
| "AGAP9", | |
| "RELN", | |
| "CDKL4", | |
| "AUNIP", | |
| "SLC49A4", | |
| "EPHX4", | |
| "LYRM1", | |
| "C3orf52", | |
| "LOC101929256", | |
| "SNRK-AS1", | |
| "LOC101929710", | |
| "FAM87A", | |
| "SIRT6", | |
| "SPATA12", | |
| "NBPF8", | |
| "SHLD2", | |
| "BTNL2", | |
| "LRRC37A3", | |
| "MTRR", | |
| "HOTTIP", | |
| "PTPRC", | |
| "ZNF488", | |
| "OR13D1", | |
| "LOC375196", | |
| "FKRP", | |
| "MIR924HG", | |
| "OR8K1", | |
| "COX15", | |
| "LOC101928053", | |
| "LOC102725048", | |
| "CYP51A1-AS1", | |
| "MYZAP", | |
| "SAV1", | |
| "MYO1E", | |
| "P3H1", | |
| "ATP6V0A4", | |
| "ETF1", | |
| "KIF27", | |
| "LINC00645", | |
| "CCDC7", | |
| "TTF1", | |
| "MIR365B", | |
| "ZKSCAN2", | |
| "LOC105375884", | |
| "PAQR8", | |
| "SPINK6", | |
| "ZNF695", | |
| "ITSN2", | |
| "UCN", | |
| "UMOD", | |
| "LOC101929485", | |
| "RAB3IP", | |
| "CEP43", | |
| "SRGAP2", | |
| "RAB42", | |
| "D2HGDH", | |
| "LOC101929305", | |
| "LINC00619", | |
| "CENPW", | |
| "DNHD1", | |
| "LINC00324", | |
| "SCML1", | |
| "RIC8B", | |
| "OR5AK2", | |
| "SPMIP4", | |
| "PCDHGA12", | |
| "GNG3", | |
| "GPAM", | |
| "CST7", | |
| "MGC15885", | |
| "GJB5", | |
| "TATDN3", | |
| "CLP1", | |
| "SLCO4C1", | |
| "PURPL", | |
| "ADCY4", | |
| "OXTR", | |
| "DLST", | |
| "GCHFR", | |
| "AMER2", | |
| "ZNF730", | |
| "NFIC", | |
| "TEX46", | |
| "KCNS3", | |
| "CLDN20", | |
| "ANXA9", | |
| "SNORD115-32", | |
| "CSNK2B", | |
| "PIRC66", | |
| "LOC100286922", | |
| "IFT88", | |
| "TAMALIN-AS1", | |
| "PPP5C", | |
| "EXD3", | |
| "EVL", | |
| "FGF14-AS2", | |
| "TOX3", | |
| "PNISR", | |
| "SENP5", | |
| "PDE4A", | |
| "LINC00836", | |
| "SLC7A13", | |
| "ABCB1", | |
| "FOXJ3", | |
| "TK2", | |
| "LAMA5", | |
| "PSPC1", | |
| "CDIP1", | |
| "MAP2K4", | |
| "CEP57", | |
| "YIPF3", | |
| "KDR", | |
| "MYO5A", | |
| "ITGB8", | |
| "SLC25A27", | |
| "PDE3A", | |
| "GNAI1", | |
| "PARP15", | |
| "SLCO5A1", | |
| "BEND7", | |
| "AMER1", | |
| "PSMB9", | |
| "ZSCAN30", | |
| "VAV1", | |
| "ARFGEF2", | |
| "CAMK2A", | |
| "EFS", | |
| "RABEPK", | |
| "CLK1", | |
| "ART3", | |
| "SLC16A2", | |
| "OR52K2", | |
| "CTAGE10P", | |
| "ATP2B1-AS1", | |
| "DCAF4L2", | |
| "GPR174", | |
| "PRR7-AS1", | |
| "GPD2", | |
| "GLIPR1", | |
| "LIN28B-AS1", | |
| "DPP9-AS1", | |
| "SNRPA1", | |
| "MPDZ", | |
| "DLG5", | |
| "PPP1R3B", | |
| "STING1", | |
| "EDNRA", | |
| "LMBR1", | |
| "VASH1", | |
| "ZFP41", | |
| "RRN3P2", | |
| "MTREX", | |
| "AQP4-AS1", | |
| "COMP", | |
| "PRKRIP1", | |
| "PYHIN1", | |
| "TBC1D8B", | |
| "NRARP", | |
| "AVPI1", | |
| "MRPL20", | |
| "SNORD114-14", | |
| "TBC1D19", | |
| "TJP1", | |
| "CCDC167", | |
| "DPM2", | |
| "TAC1", | |
| "RPLP2", | |
| "NRSN2-AS1", | |
| "RNF157-AS1", | |
| "SLC35G6", | |
| "LINC00494", | |
| "KCNMB2-AS1", | |
| "PCDH19", | |
| "MS4A5", | |
| "BSG", | |
| "UBE2Q2P1", | |
| "LINC00343", | |
| "SNORD115-2", | |
| "PABIR2", | |
| "NETO1", | |
| "EAF2", | |
| "CCDC87", | |
| "SPRR1B", | |
| "KIRREL1", | |
| "TPRXL", | |
| "ZBTB34", | |
| "OR52B5P", | |
| "FOSL1", | |
| "MAEA", | |
| "TOPAZ1", | |
| "GYPE", | |
| "NKAP", | |
| "PKIA", | |
| "ZFHX2", | |
| "LOC101927418", | |
| "SMIM43", | |
| "IQANK1", | |
| "NINJ1", | |
| "ZNF684", | |
| "ALOX12-AS1", | |
| "MMUT", | |
| "NF2", | |
| "NPAS2", | |
| "SLC25A20", | |
| "MBP", | |
| "ZNF154", | |
| "FAHD2CP", | |
| "IQCH-AS1", | |
| "TAS2R20", | |
| "SNORD115-4", | |
| "UGT1A7", | |
| "PEX5", | |
| "LINC00582", | |
| "CNFN", | |
| "CTSV", | |
| "FOXP1-AS1", | |
| "TXNDC8", | |
| "RHOU", | |
| "CCSER1", | |
| "CTDSPL", | |
| "SNORD63", | |
| "MTTP", | |
| "ZNF225", | |
| "OR2T10", | |
| "APOBEC3B-AS1", | |
| "MFSD4A", | |
| "KCNV2", | |
| "SPATA8", | |
| "PLGLB1", | |
| "MB21D2", | |
| "LOC105369595", | |
| "FAM20C", | |
| "BBLN", | |
| "B4GALNT3", | |
| "NMNAT1", | |
| "P3H3", | |
| "SCRT2", | |
| "MORC4", | |
| "RASL12", | |
| "LIPE", | |
| "ARHGAP32", | |
| "PCDHGB1", | |
| "PRAMENP", | |
| "ABCC9", | |
| "ZBTB43", | |
| "TGM3", | |
| "POLR1F", | |
| "GPBAR1", | |
| "PUS3", | |
| "DDIT4L", | |
| "E2F2", | |
| "TRAFD1", | |
| "TAS2R7", | |
| "ZNF726", | |
| "SNORD114-7", | |
| "ZNF138", | |
| "RARB", | |
| "CNOT4", | |
| "NR1I3", | |
| "PRDM4", | |
| "MIR193BHG", | |
| "PNMA8A", | |
| "SAMD10", | |
| "TSPAN17", | |
| "TRAV19", | |
| "SIDT2", | |
| "EXOSC9", | |
| "C1orf210", | |
| "TSL", | |
| "CABLES2", | |
| "GLB1L2", | |
| "SNORD113-2", | |
| "SYT9", | |
| "RIMS3", | |
| "KLHDC9", | |
| "OPN4", | |
| "MYPN", | |
| "SDR42E1", | |
| "MIEF1", | |
| "IMPG1", | |
| "TMEM39B", | |
| "RNASEH2B", | |
| "LINC00994", | |
| "BTN3A1", | |
| "PTGES3L", | |
| "LOC101928834", | |
| "PPP1R14A", | |
| "CEP104", | |
| "PCSK6-AS1", | |
| "LINC00529", | |
| "MZB1" | |
| ], | |
| "Coefficient": [ | |
| -5.881697472460921, | |
| 5.182898562427165, | |
| -4.2004529107352955, | |
| 4.153862401273522, | |
| 4.130798369635596, | |
| 3.9007851588838593, | |
| -3.7760008267252174, | |
| 3.7123711506634884, | |
| 3.71104817905154, | |
| 3.6763855331794586, | |
| 3.654748036228183, | |
| -3.64454882419661, | |
| -3.5678106419216706, | |
| -3.5486058032999646, | |
| 3.52503688172948, | |
| 3.298870186205354, | |
| 3.1467422469504993, | |
| -3.0033812116157685, | |
| -2.990903170627791, | |
| 2.9051248198677433, | |
| 2.8277074971264873, | |
| -2.7494075757400513, | |
| -2.686552960600386, | |
| 2.6227808987596695, | |
| -2.6205938111564473, | |
| 2.5730684436486118, | |
| -2.5610017244808225, | |
| -2.5519932633864757, | |
| 2.4428767780455805, | |
| 2.4301599749122578, | |
| 2.4049864378001913, | |
| 2.4029147940139857, | |
| -2.383718222428697, | |
| 2.381924258030342, | |
| -2.332455402232143, | |
| -2.31012610897789, | |
| -2.2980858577257743, | |
| 2.2972220717477025, | |
| 2.288459171049511, | |
| 2.253428330369403, | |
| 2.249444798716517, | |
| 2.149074041675876, | |
| -2.119634868868332, | |
| -2.1177836669293857, | |
| -2.115289804236074, | |
| -2.1091502119690353, | |
| 2.107589811369174, | |
| -2.0785608921048775, | |
| 2.056160579212454, | |
| -2.017596390127161, | |
| -1.9778000579468638, | |
| -1.9601097817511512, | |
| -1.9508928199236548, | |
| -1.945584133068184, | |
| -1.9090928341499027, | |
| -1.8959796675343048, | |
| 1.8905791874534394, | |
| -1.8407582415682795, | |
| -1.8057937801378239, | |
| -1.7977818104669745, | |
| 1.7666700012198617, | |
| -1.7562753460872673, | |
| 1.7526393394855246, | |
| 1.7483499895617265, | |
| -1.740288604359522, | |
| 1.732597434941407, | |
| 1.7136910245998278, | |
| 1.6915725139285396, | |
| 1.6886396498975336, | |
| 1.6705437506021599, | |
| 1.6691332831102184, | |
| -1.6618819943362657, | |
| -1.6602464396413141, | |
| 1.6329612831234077, | |
| -1.6247456866254668, | |
| -1.6210719483137526, | |
| -1.6005969905888453, | |
| 1.5804265800677026, | |
| 1.5531888617939678, | |
| 1.5450486271400534, | |
| -1.5297131732122418, | |
| 1.528221763223279, | |
| 1.528160041149752, | |
| -1.5245555427762139, | |
| 1.5223275458715684, | |
| 1.522309158507308, | |
| -1.5143738812264995, | |
| 1.4894755336461456, | |
| -1.4504568012694157, | |
| 1.438967326203779, | |
| -1.4382539996800596, | |
| 1.434931013360058, | |
| 1.4155372516708342, | |
| 1.4102842751918825, | |
| -1.4095050493718195, | |
| -1.3962181703381107, | |
| 1.3875101103202339, | |
| 1.361612400873817, | |
| -1.3406274421019195, | |
| -1.3398342369745118, | |
| 1.3329891890971701, | |
| -1.3108237057565786, | |
| -1.3051829015078986, | |
| -1.300347464845986, | |
| 1.299608599715248, | |
| -1.2911122830011923, | |
| 1.2632171095478493, | |
| -1.2565180946258308, | |
| 1.249825523624943, | |
| 1.2444243683182117, | |
| -1.2092873150328802, | |
| -1.2045971134788933, | |
| -1.2040670275027345, | |
| 1.201275577945591, | |
| -1.1873508463012628, | |
| -1.1868084263556187, | |
| -1.1770543414243957, | |
| -1.1709682643963213, | |
| 1.166732051983341, | |
| 1.1590049405845553, | |
| -1.1572555798813653, | |
| 1.1438781160702416, | |
| 1.1357499252643628, | |
| -1.1210919807282247, | |
| 1.115761932310303, | |
| 1.0955423961431203, | |
| -1.0835586744025274, | |
| -1.0761898483262238, | |
| -1.0691873946490271, | |
| -1.0618410156229157, | |
| 1.0529075686753406, | |
| -1.050414698175024, | |
| 1.0357057561439682, | |
| 1.0332696178600442, | |
| 1.027225097486059, | |
| 1.0243034646573983, | |
| -1.0211885408614196, | |
| -1.004654868026402, | |
| 1.0036748843127452, | |
| -1.003394985484224, | |
| 0.984201362598068, | |
| 0.9826663170436238, | |
| 0.9821903642081119, | |
| 0.9807644296432316, | |
| 0.9736292779538371, | |
| 0.968739456233964, | |
| -0.9664123009757861, | |
| -0.9639932233170512, | |
| 0.9633051804865521, | |
| -0.9507068831224399, | |
| 0.9385773970883926, | |
| 0.9361123105095518, | |
| -0.9349432167422708, | |
| -0.9312123282921384, | |
| 0.9268881936515769, | |
| -0.9163035099257975, | |
| 0.9140945120227792, | |
| -0.9124627543994681, | |
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| 6.266588469594881e-05 | |
| ], | |
| "Absolute Coefficient": [ | |
| 5.881697472460921, | |
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| }, | |
| "cv_performance": { | |
| "prediction": { | |
| "accuracy": 49.166666666666664, | |
| "precision": 19.265393876848986, | |
| "recall": 55.25396825396827, | |
| "f1": 27.508452749436355 | |
| }, | |
| "selection": { | |
| "precision": 0.9714053780866851, | |
| "recall": 1.7100371747211895, | |
| "f1": 1.238869401387047, | |
| "jaccard": 0.6236245495924114 | |
| } | |
| } | |
| } |