| { | |
| "significant_genes": { | |
| "Variable": [ | |
| "RASL10A", | |
| "RANGAP1", | |
| "TAMALIN-AS1", | |
| "ODAPH", | |
| "PPEF1", | |
| "GHRHR", | |
| "DHRS2", | |
| "SPRY2", | |
| "MGC2889", | |
| "NEUROG3", | |
| "TBX5", | |
| "PPP4R4", | |
| "USP29", | |
| "PNMA8B", | |
| "PCOLCE-AS1", | |
| "FOXS1", | |
| "IZUMO2", | |
| "FAM215A", | |
| "CSN3", | |
| "OR11A1", | |
| "TMCO5B", | |
| "HCN1", | |
| "KRT24", | |
| "BNIPL", | |
| "EQTN", | |
| "ATP6V1G2", | |
| "NALCN", | |
| "KCNV2", | |
| "PPIEL", | |
| "FBXL9P", | |
| "TRHR", | |
| "LEPR", | |
| "CARD18", | |
| "A4GALT", | |
| "GDNF", | |
| "THEM5", | |
| "GLRA2", | |
| "KRT32", | |
| "FZD9", | |
| "CNR2", | |
| "CDH9", | |
| "PAX2", | |
| "DENND10", | |
| "PKD2L2", | |
| "MEG9", | |
| "SPACA7", | |
| "ZYG11B", | |
| "OR1C1", | |
| "PLCD3", | |
| "GTF2F2", | |
| "ZNF366", | |
| "TSSK6", | |
| "RNF212B", | |
| "KCNA4", | |
| "SSMEM1", | |
| "JAKMIP1", | |
| "PLA2G1B", | |
| "PNMA6A", | |
| "ARHGAP39", | |
| "TP53TG5", | |
| "PCDHB18P", | |
| "GUSBP5", | |
| "CFAP206", | |
| "PROX2", | |
| "GINS4", | |
| "KLHDC8A", | |
| "ABHD1", | |
| "NT5C1A", | |
| "WDR97", | |
| "LMO1", | |
| "SZT2", | |
| "GSX2", | |
| "SLC35G3", | |
| "DEFB126", | |
| "ADCY1", | |
| "CSH1", | |
| "TRIM71", | |
| "ZSWIM2", | |
| "CEP131", | |
| "LEMD1", | |
| "UBASH3B", | |
| "RPS10P7", | |
| "DIRC1", | |
| "DAOA-AS1", | |
| "TRPC3", | |
| "HECW1-IT1", | |
| "GABRA4", | |
| "SOHLH2", | |
| "FAM241B", | |
| "MEF2C-AS1", | |
| "PTH2R", | |
| "TANGO6", | |
| "SLC30A2", | |
| "ZAN", | |
| "ADGRD1", | |
| "OR2A4", | |
| "CCN6", | |
| "TLCD5", | |
| "GRK6", | |
| "MIR34A", | |
| "PYCARD-AS1", | |
| "KCTD4", | |
| "CFAP95", | |
| "SPATA25", | |
| "ZNF544", | |
| "LIPJ", | |
| "GJD2", | |
| "OR51B5", | |
| "CCDC168", | |
| "DBIL5P", | |
| "MPIG6B", | |
| "PDZD9", | |
| "CIMIP2A", | |
| "IFNA1", | |
| "MAPK8IP2", | |
| "RNF152", | |
| "CHRNE", | |
| "IMPG2", | |
| "LIPI", | |
| "FGFRL1", | |
| "TMCO5A", | |
| "AP5B1", | |
| "PNRC1", | |
| "FREY1", | |
| "SPRY4", | |
| "H4C13", | |
| "LHFPL4", | |
| "GPR75", | |
| "RFPL1S", | |
| "RNF185-AS1", | |
| "GLB1L3", | |
| "GALNT18", | |
| "CDY1", | |
| "CRX", | |
| "RHOV", | |
| "DCAF4L2", | |
| "CARF", | |
| "TAAR9", | |
| "UBAP1L", | |
| "DLX6", | |
| "ANP32D", | |
| "FUT1", | |
| "CAPN10", | |
| "OR1D2", | |
| "TEX22", | |
| "GNA14-AS1", | |
| "DYNLT5", | |
| "WWTR1-AS1", | |
| "TAS2R10", | |
| "CIMIP4", | |
| "PLPPR1", | |
| "FAM66D", | |
| "WFIKKN2", | |
| "SLX9", | |
| "LINC02909", | |
| "FAM9C", | |
| "PAX9", | |
| "OLAH", | |
| "PPM1N", | |
| "AHRR", | |
| "LIM2", | |
| "STAB2", | |
| "SPATS1", | |
| "ZMYND12", | |
| "SAXO5", | |
| "CYP24A1", | |
| "NBR2", | |
| "NPIPB15", | |
| "IBA57-DT", | |
| "HERC6", | |
| "TSPAN15", | |
| "APLN", | |
| "CDNF", | |
| "LAIR2", | |
| "TBRG4", | |
| "TAF1L", | |
| "PTPRG-AS1", | |
| "CATR1", | |
| "SPAG8", | |
| "SIM2", | |
| "ACSM5", | |
| "XRRA1", | |
| "BEX5", | |
| "ZC3H6", | |
| "SLC6A5", | |
| "ITGBL1", | |
| "MRNIP", | |
| "DGCR11", | |
| "DEUP1", | |
| "SLC25A21", | |
| "CCDC148", | |
| "HMX1", | |
| "SLC38A4", | |
| "NTRK3-AS1", | |
| "ITPR1-DT", | |
| "PDX1", | |
| "KRTAP1-5", | |
| "ATP13A5", | |
| "H2BC13", | |
| "GBX2", | |
| "CCDC185", | |
| "UCP3", | |
| "IQCD", | |
| "POLR1HASP", | |
| "CCDC42", | |
| "PTTG2", | |
| "DEFB108B", | |
| "PGLYRP2", | |
| "LAMB2P1", | |
| "CCDC70", | |
| "GPR135", | |
| "FAM53A", | |
| "SLC12A5", | |
| "PTPRT", | |
| "CARS1-AS1", | |
| "GABRB1", | |
| "EGFEM1P", | |
| "LENG9", | |
| "IL17A", | |
| "CRCT1", | |
| "ATP6V1E1", | |
| "CLRN1", | |
| "UGT2B15", | |
| "MPP4", | |
| "PLD6", | |
| "FGB", | |
| "RBFADN", | |
| "C9orf50", | |
| "CRELD1", | |
| "OOSP2", | |
| "ZPBP2", | |
| "NOG", | |
| "KRTAP9-9", | |
| "ZNF683", | |
| "FRRS1", | |
| "DGCR6L", | |
| "PCDHAC2", | |
| "MAGEE2", | |
| "NAV2-AS5", | |
| "LIPC", | |
| "NFYC-AS1", | |
| "ADAD2", | |
| "ANKRD33B", | |
| "OR10H3", | |
| "PLGLB2", | |
| "SPX", | |
| "CNTNAP3", | |
| "ZNF208", | |
| "SNTN", | |
| "PCDHGA9", | |
| "FAM230B", | |
| "OR8B8", | |
| "KCNH3", | |
| "DMRT2", | |
| "DLEU7-AS1", | |
| "ZNF334", | |
| "MAPKAP1", | |
| "ABCB9", | |
| "FGF14-IT1", | |
| "ADAM2", | |
| "SFTA3", | |
| "ROR1-AS1", | |
| "HAGLROS", | |
| "ITGA2B", | |
| "LINC02209", | |
| "POU4F3", | |
| "OPN1SW", | |
| "CLN5", | |
| "CD300C", | |
| "OR51I2", | |
| "AGER", | |
| "MAGEB4", | |
| "IFNA14", | |
| "LINC02870", | |
| "FGG", | |
| "RETN", | |
| "SSTR4", | |
| "PLA2G3", | |
| "CACNA2D2", | |
| "NDRG4", | |
| "NRG1", | |
| "CT83", | |
| "ZNF257", | |
| "IQCF4P", | |
| "GALR1", | |
| "IRF9", | |
| "WHRN", | |
| "SP3P", | |
| "CETN1", | |
| "LOXHD1", | |
| "DNAH17", | |
| "CCDC26", | |
| "CPLX3", | |
| "TBC1D21", | |
| "IZUMO1", | |
| "PSG11", | |
| "ZNF26", | |
| "ATXN3L", | |
| "LINC01587", | |
| "RAD51D", | |
| "FOXJ1", | |
| "ADCK1", | |
| "HTR7", | |
| "VENTXP1", | |
| "DLGAP1", | |
| "OR7A10", | |
| "KCNMB3", | |
| "C4orf17", | |
| "SPMAP2", | |
| "MT3", | |
| "IL25", | |
| "ZFR2", | |
| "SNUPN", | |
| "C12orf54", | |
| "CFAP161", | |
| "REDIC1", | |
| "TTC23L", | |
| "ZMYND10", | |
| "ANKUB1", | |
| "FIGLA", | |
| "OR10J1", | |
| "CCDC17", | |
| "PATE2", | |
| "TOE1", | |
| "MYOZ1", | |
| "MAGEA11", | |
| "TAAR3P", | |
| "WIF1", | |
| "NRSN1", | |
| "LINC01600", | |
| "PLA2G2F", | |
| "DCDC2", | |
| "FLVCR1-DT", | |
| "C8orf48", | |
| "COMMD5", | |
| "CCDC78", | |
| "NTN5", | |
| "NLRP4", | |
| "METTL21C", | |
| "CFAP20DC", | |
| "LINC02878", | |
| "DAO", | |
| "AMBN", | |
| "ZNF71", | |
| "YWHAQ", | |
| "CRPPA-AS1", | |
| "MUTYH", | |
| "C2CD6", | |
| "KRT37", | |
| "PIEZO2", | |
| "APOA2", | |
| "SETD1A", | |
| "HAL", | |
| "SPATA16", | |
| "OR5P3", | |
| "LINC02905", | |
| "PLEKHG7", | |
| "AACSP1", | |
| "CNPY1", | |
| "FRRS1L", | |
| "DIRAS1", | |
| "CLEC4G", | |
| "FAM83C-AS1", | |
| "ZNF17", | |
| "KRTAP8-1", | |
| "PLAC8L1", | |
| "GOLGA6L2", | |
| "LINC01590", | |
| "MAMDC2-AS1", | |
| "IQCH", | |
| "ARPP21", | |
| "ATP1B4", | |
| "NSUN4", | |
| "SLC29A2", | |
| "TSPEAR-AS2", | |
| "TMEM232", | |
| "KLF1", | |
| "C10orf55", | |
| "STX1B", | |
| "AURKC", | |
| "MTBP", | |
| "CEP72", | |
| "SLIT2-IT1", | |
| "KRTAP5-9", | |
| "USP26", | |
| "PIGM", | |
| "AXIN1", | |
| "HS3ST5", | |
| "GBP6", | |
| "KLHL11", | |
| "WBP2NL", | |
| "FFAR1", | |
| "NXNL2", | |
| "DIO2-AS1", | |
| "VASH2", | |
| "FAM230C", | |
| "MAPK15", | |
| "SMG7-AS1", | |
| "GABRG2", | |
| "DDX31", | |
| "CALHM1", | |
| "ARHGAP36", | |
| "CTRC", | |
| "FSIP1", | |
| "NXF5", | |
| "NUP210L", | |
| "HCG9", | |
| "PRTG", | |
| "EN1", | |
| "SPHKAP", | |
| "SLIT1", | |
| "CRY1", | |
| "TRIM50", | |
| "KCNRG", | |
| "TKTL1", | |
| "CA14", | |
| "S1PR5", | |
| "CYLC1", | |
| "FGF4", | |
| "ASB12", | |
| "CSN1S1", | |
| "KEL", | |
| "OR1F1", | |
| "KCNK13", | |
| "GPR61", | |
| "GGN", | |
| "SGCZ", | |
| "RNF157-AS1", | |
| "DEFB119", | |
| "BRINP1", | |
| "HOTAIR", | |
| "XCR1", | |
| "CNTD1", | |
| "FAM131B", | |
| "SPAG17", | |
| "APRG1", | |
| "UNC13C", | |
| "QRFPR", | |
| "TMEM198", | |
| "BRDT", | |
| "TARDBP", | |
| "PCDHGC3", | |
| "HMHB1", | |
| "IL1RAPL2", | |
| "FGF11", | |
| "POU3F3", | |
| "CATSPER3", | |
| "CACNB3", | |
| "HMBOX1", | |
| "RRN3", | |
| "C14orf180", | |
| "ATRNL1", | |
| "SYT5", | |
| "CEP89", | |
| "AP3B2", | |
| "SYBU", | |
| "TMEM108", | |
| "CALY", | |
| "INSYN2A", | |
| "VSNL1", | |
| "TEX29", | |
| "SSX1", | |
| "GSTT2", | |
| "BACE1", | |
| "DYNLRB2", | |
| "SLC7A13", | |
| "VENTX", | |
| "KRBOX1", | |
| "MAP3K7CL", | |
| "ITIH4", | |
| "CCSER1", | |
| "H2AC4", | |
| "CBY3", | |
| "ZIC5", | |
| "ZNF543", | |
| "KCNJ5-AS1", | |
| "PAX1" | |
| ], | |
| "Coefficient": [ | |
| -2.1612956798368343, | |
| -2.0534702044912176, | |
| 2.039598623175887, | |
| 1.9454769424016378, | |
| 1.9036351155714273, | |
| 1.7927094069423035, | |
| 1.676531647018991, | |
| -1.6415304407605562, | |
| 1.6116359335125467, | |
| -1.603163739691509, | |
| 1.6017638605852624, | |
| 1.5872621224740329, | |
| -1.5806998462239459, | |
| 1.5350062298319413, | |
| -1.529526780978397, | |
| -1.4798282029964083, | |
| -1.4460270541287565, | |
| 1.4346172090383043, | |
| -1.4188231534162972, | |
| 1.4123824217720469, | |
| -1.3870201436161986, | |
| 1.3594529674606108, | |
| -1.3527490593982419, | |
| -1.347377105767964, | |
| 1.3469624400345674, | |
| -1.3397174413990809, | |
| 1.3387210363206425, | |
| -1.316672722039794, | |
| -1.2958444153148192, | |
| -1.2939726122589872, | |
| -1.2801067650954352, | |
| 1.2780033186204334, | |
| -1.2765974173916692, | |
| -1.2056112075715386, | |
| -1.2036969152095198, | |
| -1.1842077314450932, | |
| -1.1744061367601826, | |
| -1.1643513089416806, | |
| -1.1519118860572342, | |
| 1.1362768984319056, | |
| 1.1192379797450456, | |
| 1.0957018833950214, | |
| -1.0901488640503672, | |
| 1.0732396202989967, | |
| 1.0615987703116323, | |
| 1.0544546905759962, | |
| -1.0512601375472226, | |
| 1.0384850504297265, | |
| 1.0316315521396655, | |
| 1.0237750020071132, | |
| -1.0208105835265444, | |
| 1.0162139870938418, | |
| 1.0150904191204482, | |
| 1.0116687514983345, | |
| 0.9864319334820693, | |
| 0.9810776147323079, | |
| -0.9772756596603487, | |
| 0.9732001192291044, | |
| 0.968306402218285, | |
| 0.9655562365051261, | |
| 0.9418801603595675, | |
| -0.9324604342996275, | |
| -0.9201044343430707, | |
| -0.9200358902993868, | |
| -0.9180213127640191, | |
| -0.9148599417168299, | |
| -0.8928787272033646, | |
| 0.8917716767290019, | |
| -0.8859903887519064, | |
| 0.8784891736163994, | |
| 0.8767936947738721, | |
| 0.867128162971852, | |
| 0.8650465365129896, | |
| 0.8601545469309911, | |
| 0.8560093175525643, | |
| 0.8430618720119862, | |
| -0.8377122842793182, | |
| 0.8284464240347055, | |
| 0.8130736266986878, | |
| -0.8014551153743013, | |
| -0.8011760971379445, | |
| -0.8008045492618014, | |
| -0.7982853668943194, | |
| -0.7904122625866572, | |
| 0.772878372020813, | |
| -0.7710424411420812, | |
| 0.7664887875080899, | |
| -0.7622065231406487, | |
| -0.7606591709189343, | |
| 0.7405425508951514, | |
| 0.737960061471314, | |
| 0.7372502811506747, | |
| -0.7352685023753941, | |
| 0.7348196775489197, | |
| 0.7288853862653434, | |
| 0.7226096975380528, | |
| -0.721962362753867, | |
| -0.7204510915458114, | |
| -0.6993386151828141, | |
| 0.6967773826158802, | |
| -0.6954240138286751, | |
| -0.6913335568699145, | |
| 0.6890954882466054, | |
| -0.685429018316966, | |
| -0.684105602131378, | |
| 0.6789297745451638, | |
| -0.6787787808447955, | |
| 0.6740574878336065, | |
| 0.6693690120297844, | |
| -0.6680742001939293, | |
| -0.6597297247059065, | |
| -0.6550885499303641, | |
| 0.6524953936860965, | |
| -0.6516157616581537, | |
| 0.6394889263495533, | |
| -0.6336619284623429, | |
| 0.6274331640487498, | |
| -0.6232818685795805, | |
| -0.6134140885736443, | |
| 0.6043800564772506, | |
| 0.6036608684302741, | |
| 0.5881010863409513, | |
| -0.5861210310332853, | |
| -0.580999783827688, | |
| -0.573039137303032, | |
| 0.5635912308592097, | |
| -0.5612686418998087, | |
| -0.5589290937267234, | |
| -0.5555665222412532, | |
| -0.5506051426644272, | |
| -0.5497844894593835, | |
| 0.5491224044283364, | |
| -0.5483025819159868, | |
| 0.546887831233493, | |
| -0.5451017345989759, | |
| 0.5443588670180926, | |
| -0.5438346007866225, | |
| -0.5404502597749264, | |
| -0.5404217584043727, | |
| -0.5359477246012343, | |
| 0.5326234818033488, | |
| 0.5299509224550794, | |
| -0.5247278718323737, | |
| -0.5241875445896605, | |
| -0.5210127737158957, | |
| 0.5179787183399592, | |
| 0.5164565948084161, | |
| 0.5158895989334241, | |
| -0.5149617268918453, | |
| -0.5131239779423787, | |
| 0.5080398636353449, | |
| -0.503199844156193, | |
| -0.4987771121563514, | |
| -0.4970544021065091, | |
| -0.49657616856752024, | |
| -0.49048454868291586, | |
| -0.488123559726566, | |
| -0.4852547787273448, | |
| 0.4771776977153122, | |
| -0.4713691091437771, | |
| -0.46619557642852805, | |
| 0.4636588037117092, | |
| 0.4614705877678672, | |
| -0.45777777135731884, | |
| 0.4534886973734431, | |
| 0.44773178540117253, | |
| 0.44371271004009294, | |
| 0.44112514956891224, | |
| 0.4406717626371807, | |
| -0.4399769963400015, | |
| 0.43290442309159155, | |
| -0.4313363300548124, | |
| 0.4279782347487046, | |
| 0.4274126264992426, | |
| -0.42440301591232366, | |
| 0.42294331617965786, | |
| -0.41685891759022303, | |
| -0.41555574079043434, | |
| 0.40861763233391707, | |
| -0.40820347374198696, | |
| 0.40551966271491463, | |
| -0.40498458644024643, | |
| -0.4044975087855958, | |
| -0.39056247347148426, | |
| 0.38852039215904693, | |
| 0.38822861355385496, | |
| 0.3879114351768977, | |
| -0.3813036145095706, | |
| -0.37990949089426956, | |
| -0.3760035487492599, | |
| 0.375088933707746, | |
| -0.3713591021061135, | |
| 0.36815786590706057, | |
| -0.3681076270273887, | |
| -0.365477392394901, | |
| -0.3648846066504004, | |
| 0.3637707405224893, | |
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| ], | |
| "Absolute Coefficient": [ | |
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| }, | |
| "cv_performance": { | |
| "prediction": { | |
| "accuracy": 94.84536082474227, | |
| "precision": 94.84536082474227, | |
| "recall": 100.0, | |
| "f1": 97.34991762574533 | |
| }, | |
| "selection": { | |
| "precision": 1.1206920646673442, | |
| "recall": 1.5, | |
| "f1": 1.2828618671426915, | |
| "jaccard": 0.6458946126482885 | |
| } | |
| } | |
| } |