{ | |
"significant_genes": { | |
"Variable": [ | |
"TRERF1", | |
"GNA15", | |
"NR1H4", | |
"PICSAR", | |
"KCND2", | |
"C18orf15", | |
"PLAAT1", | |
"CYCS", | |
"MAP9", | |
"MYOCD", | |
"CACNA1A", | |
"PPP1R7", | |
"MAPK4", | |
"ALX3", | |
"PTGES3", | |
"TTTY6", | |
"IRX2", | |
"SERPINC1", | |
"KRBOX5", | |
"STYX", | |
"M1AP", | |
"GJA3", | |
"POLR3E", | |
"DNASE1L1", | |
"CEP89", | |
"REG1B", | |
"HOXB9", | |
"RASGEF1B", | |
"GLB1L2", | |
"GRIK3", | |
"CREB3L2", | |
"KRT1", | |
"NME5", | |
"MEX3C", | |
"HEATR5B", | |
"CCL20", | |
"PNLIPRP2", | |
"KLHL13", | |
"CRP", | |
"VCPIP1", | |
"LINC02897", | |
"ARHGAP4", | |
"INTS10", | |
"ARSG", | |
"IFNG", | |
"FAM184B", | |
"APOL3", | |
"CKMT2", | |
"DNASE2B", | |
"GJB7", | |
"RBKS", | |
"ESPL1", | |
"PFDN6", | |
"MMP13", | |
"PEBP1", | |
"NKAIN2", | |
"EXT2", | |
"GDNF", | |
"GSTM4", | |
"BTBD16", | |
"CFAP70", | |
"C6orf147", | |
"TMEM132E", | |
"SPIRE2", | |
"GLYAT", | |
"TMEM35A", | |
"ZNF491", | |
"DMBT1", | |
"KYAT3", | |
"COX15", | |
"CEL", | |
"NRN1", | |
"KL", | |
"SLC66A1LP", | |
"SEZ6", | |
"ABCG4", | |
"CPT1A", | |
"CCDC73", | |
"NIPA2", | |
"PLEKHB1", | |
"PLA2G2C", | |
"RAB3C", | |
"XPC", | |
"SSBP4", | |
"CDKN1C", | |
"ANKRD2", | |
"BAIAP2L1", | |
"CDK11A", | |
"MOK", | |
"RGS1", | |
"KCNC3", | |
"BMP15", | |
"NSG2", | |
"FN1", | |
"DUS4L", | |
"OR8A1", | |
"MIR1915HG", | |
"SLC46A1", | |
"CHURC1", | |
"TRIM53AP", | |
"ADAM32", | |
"CELSR2", | |
"FERRY3", | |
"POGLUT1", | |
"CENPB", | |
"HBG1", | |
"ZNF334", | |
"CFAP144", | |
"RPRM", | |
"NYNRIN", | |
"HSPB3", | |
"TRPT1", | |
"MASP2", | |
"SSTR5", | |
"GRB14", | |
"CCT6B", | |
"SASH1", | |
"CCDC159", | |
"NFIL3", | |
"LYRM9", | |
"CNTN4", | |
"TMPPE", | |
"TCN1", | |
"PIK3R3", | |
"PCP2", | |
"PDHA1", | |
"SERPINI2", | |
"NDUFV3", | |
"GZMB", | |
"POLR2E", | |
"HOXC5", | |
"OR2B6", | |
"ALKBH2", | |
"EPHB1", | |
"ANKRD20A1", | |
"VWCE", | |
"TMEM169", | |
"ECH1", | |
"CLCC1", | |
"SPMIP5", | |
"ZNF778", | |
"CEP15", | |
"TAMM41", | |
"LRIF1", | |
"MORF4", | |
"TONSL", | |
"PCDHB5", | |
"GDF6", | |
"GAA", | |
"H1-2", | |
"SCNM1", | |
"RNASE12", | |
"RIMS2", | |
"CEP164", | |
"LINC02860", | |
"LMBR1L", | |
"NOL7", | |
"TAS2R19", | |
"KCTD16", | |
"FAM138E", | |
"TRIM8", | |
"ZCWPW2", | |
"SPACA3", | |
"BRINP3", | |
"DNAI3", | |
"IFIT1", | |
"ZNF32-AS2", | |
"PCDHA6", | |
"F5", | |
"AHRR", | |
"NRN1L", | |
"CFAP300", | |
"PPAT", | |
"PMS2P5", | |
"SRD5A3", | |
"KIAA0040", | |
"GABRB2", | |
"ANKRD20A20P", | |
"NLRP14", | |
"LY6D", | |
"RPP14", | |
"DPP10", | |
"OSGEPL1", | |
"NKPD1", | |
"ZNF133", | |
"TMPRSS5", | |
"PAX7", | |
"TBC1D4", | |
"AURKC", | |
"CTSZ", | |
"ZNF570", | |
"FREM1", | |
"RPRML", | |
"NUDT9", | |
"DNAH12", | |
"SIGLEC12", | |
"ZNF764", | |
"TYW1", | |
"DISC1", | |
"USP9Y", | |
"CD200", | |
"VSTM2L", | |
"MARCHF2", | |
"CLDN1", | |
"B3GNT3", | |
"KIF5C", | |
"SYT4", | |
"OR2A20P", | |
"PLBD1", | |
"CD40", | |
"PCDHB16", | |
"SOWAHD", | |
"PSPH", | |
"IL17B", | |
"ENC1", | |
"ABHD12B", | |
"NPFFR2", | |
"RGPD1", | |
"DNAAF8", | |
"HSCB", | |
"MST1", | |
"SURF1", | |
"L3MBTL4", | |
"PTPRVP", | |
"SLC9A7", | |
"PKD1L2", | |
"NOTCH2NLB", | |
"APRT", | |
"SYCE3", | |
"NPTX1", | |
"WDR4", | |
"MDH1B", | |
"GABRB1", | |
"EIF2B2", | |
"ANKRD22", | |
"HBB", | |
"FOLH1B", | |
"MRPL42P5", | |
"IGH", | |
"FBXW10", | |
"YBEY", | |
"ZNF772", | |
"KCNH4", | |
"HARBI1", | |
"PLA2G15", | |
"PRCD", | |
"OR2A1", | |
"FGF5", | |
"RHBDD3", | |
"TMA16", | |
"PCDHB4", | |
"BTBD17", | |
"PEG3", | |
"TPPP", | |
"DNAJC13", | |
"ACTA1", | |
"FGL1", | |
"PCDHGB4", | |
"OR4S1", | |
"ANKRD34A", | |
"KCNG4", | |
"WDR72", | |
"CHMP2A" | |
], | |
"Coefficient": [ | |
0.08240101760680003, | |
-0.07978380254382172, | |
0.07729281222772959, | |
-0.06322741124555421, | |
-0.06278859655344735, | |
0.061026083665232364, | |
-0.05632371418757588, | |
0.05533756408860889, | |
0.04892725788277041, | |
0.047962957155041216, | |
-0.04793678038791692, | |
0.04577732461447655, | |
0.045130688617351235, | |
0.04445749557191938, | |
-0.043996468966289295, | |
-0.04381626342224907, | |
-0.04364613520562973, | |
0.04253959927369309, | |
-0.041746386486241974, | |
-0.04104252334033484, | |
0.03883132762064048, | |
0.03622817596298342, | |
0.03601099170121998, | |
0.03514216626811447, | |
0.034893736706575175, | |
-0.034641967572924676, | |
0.03403974480370183, | |
-0.03343308450633112, | |
-0.0333495030537008, | |
0.032549679130677085, | |
-0.03240255788219397, | |
-0.03228548431110894, | |
-0.03159627514206963, | |
0.03127034642588343, | |
-0.030585043848578422, | |
0.030066281492842135, | |
0.029930557095656035, | |
-0.02970184756482351, | |
0.02961862403185497, | |
-0.02952563179301205, | |
0.029384950360697284, | |
0.029047506601473348, | |
-0.028965596072446947, | |
0.0286443765061025, | |
-0.028520741816132997, | |
-0.02845084083506561, | |
-0.027217661546462598, | |
-0.026933384093433328, | |
-0.026635204345674342, | |
0.026563353354352216, | |
0.02592131459269471, | |
-0.025494703821273217, | |
0.025045700025754417, | |
0.02460122901075122, | |
-0.024480863345057332, | |
0.02403574303658678, | |
0.024007515898046297, | |
-0.0229892739098001, | |
0.022609211424860404, | |
-0.02230295572891303, | |
-0.022132997827493023, | |
0.022024806623689937, | |
0.021549579833555942, | |
0.021454281606366716, | |
0.02110619632117805, | |
-0.020997178787611984, | |
-0.020829774287333413, | |
-0.02058462819907239, | |
-0.020566475312443502, | |
-0.020465328427578387, | |
-0.02012786832359406, | |
-0.020017816745826762, | |
-0.019798585652553213, | |
-0.019704037351769024, | |
-0.019639721743512053, | |
0.019335346284045225, | |
0.018830629036296464, | |
0.018657768775403594, | |
-0.018500898682256073, | |
-0.018440506907051846, | |
-0.018258788541673107, | |
-0.01823780757528776, | |
-0.018112662224242432, | |
-0.01802580609792785, | |
-0.017974356687733967, | |
0.017918639882053736, | |
0.01781425812109831, | |
0.017311290260389026, | |
-0.01726553224681699, | |
0.01712801044006183, | |
0.016961066717194807, | |
-0.01657608555975065, | |
-0.01647271381048084, | |
0.016410819049597826, | |
-0.01635799617498473, | |
0.0163087377801615, | |
0.01604303743677156, | |
0.015823893383894762, | |
-0.015675040637539567, | |
-0.015497357944341428, | |
-0.014969086862882366, | |
-0.014930102079710718, | |
0.014871885004377031, | |
0.014770237557865535, | |
-0.014716511546550385, | |
0.014538449148225021, | |
-0.014529561260556614, | |
0.014395998628271199, | |
-0.014332646684140313, | |
-0.014096833156599167, | |
-0.014059093970805953, | |
0.013465626099125163, | |
-0.013323934048983323, | |
0.01330540257829112, | |
0.012606163493034596, | |
-0.012541184246973754, | |
-0.012497573084648031, | |
0.012364713158040887, | |
0.012323476304417977, | |
-0.012159071249799256, | |
0.011932969877003053, | |
0.01179649936496446, | |
-0.011772175682678401, | |
-0.011704208821758808, | |
-0.011624666484597127, | |
-0.011282995307032233, | |
0.01115257128109468, | |
-0.01104184611484694, | |
-0.0109975751414755, | |
-0.010876976881258583, | |
-0.010820516661063744, | |
0.010628528638152628, | |
-0.010620907367408382, | |
0.010576701803786037, | |
-0.010515280549551014, | |
-0.010464440959402445, | |
0.010085518738765571, | |
0.01001377242545193, | |
0.010004605924137442, | |
0.009879640134327614, | |
0.009686241143388704, | |
-0.009547901956997396, | |
-0.009432033140010647, | |
-0.009412883752467105, | |
-0.009087137079590253, | |
0.009038682872481303, | |
0.008940069694364762, | |
-0.008830015299641216, | |
0.008626767339424772, | |
0.008602366890229274, | |
0.008413948480319492, | |
-0.008325375225621353, | |
-0.008255185229037844, | |
-0.008058858868281008, | |
-0.008041848990212706, | |
-0.008031356573707649, | |
0.008028606013543004, | |
-0.007804109113317797, | |
0.007584356465253129, | |
-0.007421293223709942, | |
-0.007271221737376358, | |
-0.007107508855720809, | |
0.007091619076504827, | |
0.007031685617829505, | |
-0.006919604513310388, | |
0.006875947665522805, | |
-0.006874976560600602, | |
-0.006842896945439872, | |
-0.006812861680459043, | |
-0.0067669160736730325, | |
0.006728985137272906, | |
-0.006685876759122069, | |
-0.006616249895008226, | |
-0.006556740871315521, | |
-0.006480525414004613, | |
-0.006420339583177266, | |
0.00637357021998576, | |
-0.0060181350530879975, | |
0.006002845030171008, | |
-0.0057666267524190155, | |
-0.005597028462330506, | |
0.005570886017580441, | |
-0.005526200578541769, | |
0.005480285648596792, | |
0.005268943043615353, | |
-0.0051398166868241715, | |
0.005126862221209685, | |
-0.0050474569508470665, | |
0.004982079349905959, | |
0.004980943519689059, | |
0.0049803678566017005, | |
-0.0048072432222264335, | |
0.0047578101077459314, | |
0.004583448982863395, | |
-0.004486651511753742, | |
-0.004430079655700884, | |
0.004390402580130559, | |
-0.004315222468828025, | |
0.004290624855388739, | |
-0.004138227417086296, | |
-0.004105091670650405, | |
-0.004031419124021048, | |
-0.0038192648602066656, | |
-0.003691267544812321, | |
0.0036445326279692363, | |
0.003613170759351931, | |
-0.003607335976104171, | |
-0.003442975259403693, | |
-0.0034175966001206573, | |
-0.0033400851711446167, | |
0.00330924672647219, | |
-0.0032349108683795242, | |
-0.0030882440741038363, | |
-0.0030568451783009295, | |
-0.002965740295865281, | |
-0.0028785307830209122, | |
0.0027772369473139133, | |
0.002699210763258666, | |
0.0024681566927505037, | |
0.002439890668095046, | |
0.002390309041974635, | |
0.0023280621076655246, | |
-0.002226574948096769, | |
-0.002191578027845845, | |
-0.002027176038456821, | |
0.0019263789602016765, | |
0.001910040199298977, | |
0.0018511590725028215, | |
0.001781635565393808, | |
0.0017764652278966693, | |
0.001718533368178131, | |
-0.0016592789361297843, | |
-0.001653337938244329, | |
0.0015867448751468376, | |
-0.0015837670762133742, | |
0.0015402194827877182, | |
0.0014920975184015842, | |
-0.0014349044042179183, | |
-0.0013393295718675756, | |
-0.0013132070147276141, | |
0.001295208412692433, | |
0.0012663860618708593, | |
-0.0012290723756070879, | |
0.0011601739986198752, | |
0.0011474358387504686, | |
-0.0009844529209144014, | |
-0.0009525963053512729, | |
0.0007608621244704333, | |
0.00073873700981614, | |
-0.0006296089633030683, | |
0.0006039699000521243, | |
-0.0005977805735287194, | |
0.0004803596533557941, | |
0.00043294448593201055, | |
-0.0004086033328855263, | |
0.0003866892240624796, | |
-0.00036643588869806243, | |
0.00023713836662092404, | |
0.0001922907168645856, | |
0.00014766016575021564, | |
0.00014459403581169414, | |
-0.00011206407570383997, | |
0.0001046197772704794 | |
], | |
"Absolute Coefficient": [ | |
0.08240101760680003, | |
0.07978380254382172, | |
0.07729281222772959, | |
0.06322741124555421, | |
0.06278859655344735, | |
0.061026083665232364, | |
0.05632371418757588, | |
0.05533756408860889, | |
0.04892725788277041, | |
0.047962957155041216, | |
0.04793678038791692, | |
0.04577732461447655, | |
0.045130688617351235, | |
0.04445749557191938, | |
0.043996468966289295, | |
0.04381626342224907, | |
0.04364613520562973, | |
0.04253959927369309, | |
0.041746386486241974, | |
0.04104252334033484, | |
0.03883132762064048, | |
0.03622817596298342, | |
0.03601099170121998, | |
0.03514216626811447, | |
0.034893736706575175, | |
0.034641967572924676, | |
0.03403974480370183, | |
0.03343308450633112, | |
0.0333495030537008, | |
0.032549679130677085, | |
0.03240255788219397, | |
0.03228548431110894, | |
0.03159627514206963, | |
0.03127034642588343, | |
0.030585043848578422, | |
0.030066281492842135, | |
0.029930557095656035, | |
0.02970184756482351, | |
0.02961862403185497, | |
0.02952563179301205, | |
0.029384950360697284, | |
0.029047506601473348, | |
0.028965596072446947, | |
0.0286443765061025, | |
0.028520741816132997, | |
0.02845084083506561, | |
0.027217661546462598, | |
0.026933384093433328, | |
0.026635204345674342, | |
0.026563353354352216, | |
0.02592131459269471, | |
0.025494703821273217, | |
0.025045700025754417, | |
0.02460122901075122, | |
0.024480863345057332, | |
0.02403574303658678, | |
0.024007515898046297, | |
0.0229892739098001, | |
0.022609211424860404, | |
0.02230295572891303, | |
0.022132997827493023, | |
0.022024806623689937, | |
0.021549579833555942, | |
0.021454281606366716, | |
0.02110619632117805, | |
0.020997178787611984, | |
0.020829774287333413, | |
0.02058462819907239, | |
0.020566475312443502, | |
0.020465328427578387, | |
0.02012786832359406, | |
0.020017816745826762, | |
0.019798585652553213, | |
0.019704037351769024, | |
0.019639721743512053, | |
0.019335346284045225, | |
0.018830629036296464, | |
0.018657768775403594, | |
0.018500898682256073, | |
0.018440506907051846, | |
0.018258788541673107, | |
0.01823780757528776, | |
0.018112662224242432, | |
0.01802580609792785, | |
0.017974356687733967, | |
0.017918639882053736, | |
0.01781425812109831, | |
0.017311290260389026, | |
0.01726553224681699, | |
0.01712801044006183, | |
0.016961066717194807, | |
0.01657608555975065, | |
0.01647271381048084, | |
0.016410819049597826, | |
0.01635799617498473, | |
0.0163087377801615, | |
0.01604303743677156, | |
0.015823893383894762, | |
0.015675040637539567, | |
0.015497357944341428, | |
0.014969086862882366, | |
0.014930102079710718, | |
0.014871885004377031, | |
0.014770237557865535, | |
0.014716511546550385, | |
0.014538449148225021, | |
0.014529561260556614, | |
0.014395998628271199, | |
0.014332646684140313, | |
0.014096833156599167, | |
0.014059093970805953, | |
0.013465626099125163, | |
0.013323934048983323, | |
0.01330540257829112, | |
0.012606163493034596, | |
0.012541184246973754, | |
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}, | |
"cv_performance": { | |
"prediction": { | |
"accuracy": 66.12244897959184, | |
"precision": 46.0093370681606, | |
"recall": 49.985155195681514, | |
"f1": 47.52575396324729 | |
}, | |
"selection": { | |
"precision": 0.27788649706457924, | |
"recall": 4.615384615384615, | |
"f1": 0.5241997835163137, | |
"jaccard": 0.2640031335683509 | |
} | |
} | |
} |