| { | |
| "significant_genes": { | |
| "Variable": [ | |
| "RIC8A", | |
| "FLJ46111", | |
| "VGLL2", | |
| "SULT1C3", | |
| "DYM", | |
| "CHMP5", | |
| "C8orf56", | |
| "ZNF444", | |
| "ARSA", | |
| "HIST1H2BI", | |
| "TIAM2", | |
| "CCDC47", | |
| "ADCK4", | |
| "ARL5A", | |
| "DCAF4L1", | |
| "OR5H6", | |
| "ZAR1", | |
| "FGF2", | |
| "FATE1", | |
| "MGAT3", | |
| "MORC1", | |
| "KRTAP5-9", | |
| "FRS2", | |
| "DPCD", | |
| "RTN2", | |
| "MYH7B", | |
| "TBC1D3P2", | |
| "TNNI3", | |
| "C20orf195", | |
| "ACTL7A", | |
| "RESP18", | |
| "C7orf49", | |
| "RNASE10", | |
| "ATP5A1", | |
| "OR6C3", | |
| "FSD2", | |
| "HDAC8", | |
| "DCAF12L1", | |
| "MTNR1B", | |
| "GRIN2A", | |
| "SPG21", | |
| "LOC84856", | |
| "FOXN2", | |
| "PNLIPRP2", | |
| "SNORA15", | |
| "ODZ2", | |
| "PCDHA1", | |
| "NPAS1", | |
| "OR5D18", | |
| "STAG3L4", | |
| "TRY6", | |
| "DEM1", | |
| "XKR9", | |
| "MAP6D1", | |
| "AIPL1", | |
| "NLRP4", | |
| "PAGE1", | |
| "IGFBP1", | |
| "PPIAL4E", | |
| "PDYN", | |
| "RAP1GAP2", | |
| "RHCE", | |
| "MGC16121", | |
| "SNORA62", | |
| "DAB1", | |
| "LOC100131496", | |
| "TREX1", | |
| "CYP26C1", | |
| "FKBP1AP1", | |
| "FTHL17", | |
| "SYNGR4", | |
| "OR10AG1", | |
| "NAA30", | |
| "ACOT2", | |
| "PRAMEF13", | |
| "C3orf51", | |
| "LCE5A", | |
| "TMEM14E", | |
| "PTCHD3", | |
| "CARTPT", | |
| "DISC1", | |
| "PKDREJ", | |
| "C1orf53", | |
| "OR4S2", | |
| "RBM46", | |
| "C6orf72", | |
| "OR56A4", | |
| "PADI2", | |
| "OPN1MW", | |
| "C5orf40", | |
| "LAIR2", | |
| "DACH2", | |
| "MS4A13", | |
| "PGPEP1L", | |
| "HERPUD2", | |
| "NKPD1", | |
| "CBWD5", | |
| "RFPL3", | |
| "LOC100192379", | |
| "CDC14C", | |
| "MAPT", | |
| "NANOS1", | |
| "ASB11", | |
| "TCTN2", | |
| "BEND6", | |
| "KRTAP10-10", | |
| "DAOA", | |
| "RP1L1", | |
| "MBD3L2", | |
| "OSR2", | |
| "TTTY20", | |
| "TOPORS", | |
| "LOC651250", | |
| "OR10Q1", | |
| "RPL23AP32", | |
| "MAG", | |
| "CRYZ", | |
| "FOXD4L5", | |
| "PIWIL1", | |
| "RPE", | |
| "FOLR3", | |
| "PXT1", | |
| "USP50", | |
| "CABP5", | |
| "CRYGB", | |
| "KRCC1", | |
| "PRKD3", | |
| "CLIC6", | |
| "UPF0639", | |
| "TRHR", | |
| "MEPE", | |
| "DUSP23", | |
| "TBC1D3G", | |
| "FAM71F1", | |
| "FSHR", | |
| "ERN1", | |
| "IRF2", | |
| "ODF4", | |
| "LGALS13", | |
| "ARHGAP10", | |
| "H2AFY", | |
| "SERPIND1", | |
| "TFAP2D", | |
| "C1QTNF9", | |
| "PADI6", | |
| "OLIG3", | |
| "NOX5", | |
| "SMR3B", | |
| "ZNF502", | |
| "PRKRIR", | |
| "RBMY1J", | |
| "SERPINA9", | |
| "DDI1", | |
| "C9orf79", | |
| "TRIM6-TRIM34", | |
| "PROKR1", | |
| "TCF23", | |
| "FAM71E1", | |
| "LANCL2", | |
| "ZNF823", | |
| "ATP8B3", | |
| "TAC4", | |
| "OR6W1P", | |
| "ZNF605", | |
| "C2orf14", | |
| "DPY19L2P4", | |
| "PRKD2", | |
| "TECRL", | |
| "CCKBR", | |
| "HILS1", | |
| "ZCCHC12", | |
| "YIPF7", | |
| "STRA8", | |
| "CPT1B", | |
| "OCA2", | |
| "IL29", | |
| "PGA5", | |
| "DEFB109P1B", | |
| "IGHMBP2", | |
| "FAM155A", | |
| "HIST1H2AD", | |
| "LOH12CR1", | |
| "MED13", | |
| "BMP10", | |
| "CADM2", | |
| "PROK1", | |
| "PIH1D1", | |
| "EMILIN3", | |
| "BRD7P3", | |
| "FKSG29", | |
| "ALG11", | |
| "ZIC2", | |
| "LOC148145", | |
| "SPEM1", | |
| "LOC145474", | |
| "PAQR9", | |
| "MT1DP", | |
| "NCRNA00159", | |
| "TAF7L", | |
| "ZCCHC4", | |
| "GJB7", | |
| "NBPF16", | |
| "LOC340508", | |
| "NBPF14", | |
| "GLRA4", | |
| "LLPH", | |
| "VCX2", | |
| "CCDC158", | |
| "GAGE10", | |
| "BTN3A2", | |
| "C3orf49", | |
| "KRT82", | |
| "OR52E2", | |
| "SPATA22", | |
| "SYNGR1", | |
| "?|388795", | |
| "ARMS2", | |
| "ACTL7B", | |
| "B9D2", | |
| "ROBO3", | |
| "FAM71F2", | |
| "MMP17", | |
| "ASAH2", | |
| "TMOD3", | |
| "FAM138D", | |
| "PIGB", | |
| "KCNV1", | |
| "SNX5", | |
| "OPN3", | |
| "HS3ST3B1", | |
| "TMEM59L", | |
| "NBPF3", | |
| "MAGEB1", | |
| "C21orf29", | |
| "LHX1", | |
| "ZNF784", | |
| "TTN", | |
| "LEMD3", | |
| "RPSAP52", | |
| "SLC22A25", | |
| "LOC100134368", | |
| "PSORS1C1", | |
| "CFHR1", | |
| "IL1RL2", | |
| "SCARNA23", | |
| "GPR45", | |
| "HBZ", | |
| "MCFD2", | |
| "EDDM3B", | |
| "FAM47A", | |
| "SCUBE3", | |
| "ZNF491", | |
| "RHBG", | |
| "ACSM4", | |
| "SMR3A", | |
| "SP9", | |
| "LOC254312", | |
| "HESX1", | |
| "LOC100132288", | |
| "UROC1", | |
| "FBXO11", | |
| "CDRT15", | |
| "?|442388", | |
| "EEFSEC", | |
| "LOC727677", | |
| "MFGE8", | |
| "ASAP1", | |
| "AMAC1L2", | |
| "CCDC52", | |
| "NANOS2", | |
| "OTOF", | |
| "WASH5P", | |
| "OR8S1", | |
| "GTF2H2C", | |
| "TSPAN16", | |
| "FLJ30679", | |
| "SVOPL", | |
| "B4GALT1", | |
| "HUNK", | |
| "FLJ39582", | |
| "ZSCAN5B", | |
| "LOC391322", | |
| "RBMXL2", | |
| "ZNF114", | |
| "EXTL2", | |
| "SNORA5A", | |
| "PLSCR2", | |
| "LECT1", | |
| "BAGE2", | |
| "PRSS41", | |
| "FAM71C", | |
| "ATP5L2", | |
| "AQP12B", | |
| "FAM138E", | |
| "ZNF705D", | |
| "C15orf43", | |
| "RALYL", | |
| "IGFN1", | |
| "PLCXD2", | |
| "C6orf227", | |
| "DEFB104A", | |
| "KLK3", | |
| "NMB", | |
| "C6orf120", | |
| "THRB", | |
| "SV2C", | |
| "LOC100129534", | |
| "LY6G6C", | |
| "LOC285696", | |
| "NQO2", | |
| "FAM194A", | |
| "DYRK1B", | |
| "CUX1", | |
| "TUSC5", | |
| "PPP1R3F", | |
| "ANKFN1", | |
| "SLC26A4", | |
| "LTF", | |
| "DGAT2L6" | |
| ], | |
| "Coefficient": [ | |
| 5.22988534603804, | |
| -3.0527867768271277, | |
| 2.4874236965239964, | |
| 2.1627788782606365, | |
| -2.1123483467246182, | |
| 2.0266367230733495, | |
| 1.9927035993016147, | |
| 1.9300642923630764, | |
| -1.9154971286231552, | |
| -1.8991680079986804, | |
| -1.7623302317680711, | |
| -1.746992161606847, | |
| 1.684025461561365, | |
| -1.5900179257331348, | |
| 1.5591422983228225, | |
| 1.5106751872030026, | |
| -1.4802486104922505, | |
| -1.4355713785547244, | |
| 1.3867767542560292, | |
| -1.3823131004768696, | |
| -1.3562984965006066, | |
| 1.3542063442588148, | |
| 1.3444868557070726, | |
| 1.305130788469124, | |
| 1.2492888006601457, | |
| -1.2094796971101285, | |
| -1.1814835002761044, | |
| 1.1805922276060055, | |
| 1.1801665651283755, | |
| 1.162786783254776, | |
| -1.146878955483374, | |
| 1.0718754067586935, | |
| -1.0711014636437899, | |
| -1.06881692408159, | |
| -1.0613477724924, | |
| 1.0458676290728528, | |
| 1.0435969090379125, | |
| 1.0304567718842872, | |
| -1.0215904922790824, | |
| 1.008831450170781, | |
| 1.0053626835913911, | |
| -1.0031301745784234, | |
| -1.0022994337507172, | |
| 0.9966090896706085, | |
| 0.9890051679051127, | |
| 0.9889355783119391, | |
| 0.9794215717018941, | |
| -0.9730371895986436, | |
| -0.9540205594920872, | |
| -0.9451159158003991, | |
| 0.9325629252763579, | |
| 0.8997992232332376, | |
| -0.8955629975407076, | |
| -0.8861826440671057, | |
| 0.8842895404559853, | |
| -0.8782917127907215, | |
| -0.8636344199436194, | |
| -0.8617213338174429, | |
| -0.8572206084107536, | |
| -0.8506091489382641, | |
| -0.8478362354762742, | |
| 0.8437909573427822, | |
| -0.8355041516375487, | |
| 0.8260950340150042, | |
| -0.8238902765762656, | |
| 0.809059320008415, | |
| 0.7970828575643388, | |
| 0.7851682946134958, | |
| -0.7771227770133786, | |
| 0.7749396229402482, | |
| 0.7698000912970329, | |
| 0.7697833946743067, | |
| -0.7632892524807305, | |
| -0.7605139809938403, | |
| 0.7550962415350008, | |
| -0.7490358421427272, | |
| -0.7419090853121738, | |
| -0.7386457744098877, | |
| 0.7380292767296636, | |
| 0.7277327017068622, | |
| -0.7270178748981718, | |
| -0.7257960053772688, | |
| 0.7207213503445642, | |
| -0.7073144146050951, | |
| 0.6971620571185319, | |
| -0.6882890629025535, | |
| 0.6821736200212762, | |
| -0.6784140653383063, | |
| 0.6764693577871015, | |
| -0.6690437271475709, | |
| -0.6644764817797734, | |
| 0.6455564845297639, | |
| -0.6354070475634734, | |
| 0.6284334114790838, | |
| 0.6281558250158524, | |
| -0.6241683526335636, | |
| 0.6225478048416664, | |
| -0.6205036297472624, | |
| -0.6181230245605355, | |
| -0.6111259143094172, | |
| -0.608390948828748, | |
| 0.6071557448075972, | |
| -0.6024488208954891, | |
| 0.6022337224093948, | |
| 0.5970720427681345, | |
| 0.5933111762581068, | |
| 0.5918927771394674, | |
| -0.587108748611449, | |
| 0.5792921044514763, | |
| -0.5692829556352267, | |
| 0.5613519978549909, | |
| 0.5557144013452495, | |
| -0.5553346740464871, | |
| -0.5548676385702714, | |
| 0.5320702506981032, | |
| -0.5240062312955303, | |
| 0.5224560268011598, | |
| 0.520163904933389, | |
| 0.516486676945021, | |
| 0.512559378612977, | |
| -0.5025721080096448, | |
| -0.5019866155135834, | |
| -0.4984493236453089, | |
| -0.492103859477459, | |
| -0.48640045935597065, | |
| 0.4817241827360932, | |
| -0.4801270208257533, | |
| 0.4783926724939164, | |
| -0.478252597260992, | |
| -0.47511872621551227, | |
| 0.4720900991319405, | |
| 0.4698063311432016, | |
| 0.46946477505915013, | |
| -0.4505975033314869, | |
| -0.44596482857630154, | |
| -0.4392723985707053, | |
| 0.4365281454480458, | |
| 0.4277105745941304, | |
| -0.42145087983241253, | |
| 0.42082052115766233, | |
| 0.4192202751074344, | |
| 0.4188521232967538, | |
| 0.41150250769947877, | |
| -0.4055634275841068, | |
| -0.39660501328726483, | |
| 0.39364991785447095, | |
| 0.39348757664620854, | |
| -0.3930432421086278, | |
| 0.3833237921184364, | |
| -0.38297868357654213, | |
| -0.38106294992379397, | |
| -0.3806028067345091, | |
| 0.38003432788032526, | |
| -0.3752563781226565, | |
| 0.37476206271420914, | |
| -0.37410612305004676, | |
| -0.3719939753121766, | |
| 0.3694408831878505, | |
| -0.3669563543850649, | |
| -0.3613015785014238, | |
| 0.3515852030965949, | |
| -0.35100379171849455, | |
| 0.3481984225752315, | |
| -0.3476455223924421, | |
| -0.3423064449107936, | |
| -0.34168193274503567, | |
| 0.3388244457117796, | |
| 0.33317146255340935, | |
| -0.3317746801414698, | |
| 0.3301724498866338, | |
| -0.32934839856573833, | |
| 0.32815364904690913, | |
| 0.32638814048655945, | |
| -0.3261295482345087, | |
| -0.3227375700684067, | |
| -0.3189705092462804, | |
| -0.31787139632143924, | |
| 0.3162357364990593, | |
| 0.31579002453217275, | |
| -0.3156309247214547, | |
| -0.3117986941496594, | |
| -0.31140400139262453, | |
| -0.31045422814712426, | |
| 0.3024978738852241, | |
| 0.30145768718425997, | |
| -0.29568841070504864, | |
| 0.2900654606558578, | |
| -0.28717589312111297, | |
| -0.28706594915328926, | |
| -0.2868367346273982, | |
| 0.2857574246995199, | |
| 0.28461529608509556, | |
| -0.28352990793120586, | |
| -0.2763640423246901, | |
| -0.27585108846482237, | |
| 0.27430793404721787, | |
| 0.2742764042908088, | |
| -0.27338192845016696, | |
| 0.27166406835014983, | |
| 0.25962097636181575, | |
| 0.2584492746567348, | |
| 0.25654467421970195, | |
| 0.25140868248072507, | |
| 0.25084966817393384, | |
| 0.25015108098354755, | |
| 0.2500114713510595, | |
| -0.2497751286686395, | |
| -0.24415816995202339, | |
| -0.241946403710616, | |
| 0.23714022546902902, | |
| 0.23679421025082106, | |
| 0.22439398603263663, | |
| 0.22433128059724697, | |
| -0.2213798924958767, | |
| -0.2193536966851611, | |
| -0.2180884507787309, | |
| -0.2158784029855001, | |
| -0.21482904672767994, | |
| 0.21415766480484902, | |
| 0.21042252570516587, | |
| 0.21025298940549506, | |
| -0.20996329289235763, | |
| 0.2087536086773905, | |
| 0.2087212759877561, | |
| 0.20557571356929982, | |
| 0.20085083178485275, | |
| 0.1983535031378086, | |
| -0.19485720870844175, | |
| 0.18731884809359117, | |
| -0.18470807086029417, | |
| 0.1817748950245469, | |
| 0.17759370498623006, | |
| 0.17623180158270205, | |
| 0.17493709820517156, | |
| 0.17409376109576033, | |
| 0.17406585557184787, | |
| 0.17259375656141648, | |
| 0.17025806884261752, | |
| 0.16379561676989557, | |
| -0.16283502965342747, | |
| 0.16100151547197228, | |
| 0.158053937705625, | |
| -0.15758714672958368, | |
| -0.15408751465383347, | |
| 0.1522941221076212, | |
| -0.15071747216599637, | |
| 0.15064863527006078, | |
| -0.14630951812963716, | |
| 0.1456699763196983, | |
| 0.14154773734226056, | |
| -0.13777202392786864, | |
| -0.13744605153997527, | |
| 0.1364865247971674, | |
| -0.13246608879918131, | |
| -0.12678762153696374, | |
| -0.12654159814881613, | |
| 0.1238269982130812, | |
| 0.12063636971528259, | |
| 0.1191043965500297, | |
| 0.11623461408560719, | |
| -0.11213900605384768, | |
| -0.10721515504962574, | |
| 0.10594141526554071, | |
| 0.10558441323665323, | |
| -0.10420697738719031, | |
| 0.10253197023621081, | |
| -0.10247503264445104, | |
| 0.10227194297721262, | |
| 0.10208387885208799, | |
| -0.09701332346195764, | |
| 0.09230463925726361, | |
| 0.09036457256826401, | |
| -0.08926616679331567, | |
| 0.08925104603294633, | |
| 0.08888347235137072, | |
| 0.08688308855794358, | |
| -0.08556090616430623, | |
| 0.08544400156479726, | |
| -0.0840515412380451, | |
| -0.08398700740392559, | |
| 0.08177246281797514, | |
| 0.08118250592294572, | |
| 0.08077471509183018, | |
| -0.07777083935615532, | |
| -0.07469699485843355, | |
| -0.07197748956821466, | |
| 0.07078002073703989, | |
| 0.07062367393870193, | |
| -0.06363944927659375, | |
| 0.06355822113096253, | |
| -0.06314468405666583, | |
| -0.060357515552707915, | |
| 0.05843823147070649, | |
| 0.054359506825427395, | |
| 0.053406771519436284, | |
| 0.05146764866666594, | |
| 0.04485977502517127, | |
| -0.04375429073077411, | |
| -0.04314678205224647, | |
| -0.04281097362418227, | |
| 0.037413372673820326, | |
| 0.03509162098852878, | |
| 0.03507898057062184, | |
| -0.03253132988145374, | |
| -0.03236391170693865, | |
| 0.027085428371422516, | |
| -0.027041860050318643, | |
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| -0.0013094416141155286 | |
| ], | |
| "Absolute Coefficient": [ | |
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| 3.0527867768271277, | |
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| ] | |
| }, | |
| "cv_performance": { | |
| "prediction": { | |
| "accuracy": 90.36363636363637, | |
| "precision": 90.84848484848484, | |
| "recall": 99.4058229352347, | |
| "f1": 94.92240782642752 | |
| }, | |
| "selection": { | |
| "precision": 1.882517499622736, | |
| "recall": 1.6025641025641026, | |
| "f1": 1.730588078844303, | |
| "jaccard": 0.8733495286492896 | |
| } | |
| } | |
| } |