| { | |
| "significant_genes": { | |
| "Variable": [ | |
| "TRERF1", | |
| "NR1H4", | |
| "GNA15", | |
| "KCND2", | |
| "C18orf15", | |
| "PICSAR", | |
| "CYCS", | |
| "PPP1R7", | |
| "PLAAT1", | |
| "PTGES3", | |
| "CACNA1A", | |
| "MAP9", | |
| "IRX2", | |
| "STYX", | |
| "MYOCD", | |
| "HEATR5B", | |
| "ALX3", | |
| "M1AP", | |
| "SERPINC1", | |
| "POLR3E", | |
| "TTTY6", | |
| "PNLIPRP2", | |
| "KRBOX5", | |
| "CREB3L2", | |
| "MAPK4", | |
| "CEP89", | |
| "GLB1L2", | |
| "DNASE1L1", | |
| "RASGEF1B", | |
| "GRIK3", | |
| "CCL20", | |
| "GJA3", | |
| "ARSG", | |
| "KRT1", | |
| "ARHGAP4", | |
| "CEL", | |
| "REG1B", | |
| "HOXB9", | |
| "CRP", | |
| "IFNG", | |
| "VCPIP1", | |
| "DNASE2B", | |
| "NME5", | |
| "PEBP1", | |
| "MMP13", | |
| "NKAIN2", | |
| "BAIAP2L1", | |
| "RAB3C", | |
| "RBKS", | |
| "KLHL13", | |
| "CKMT2", | |
| "DMBT1", | |
| "ESPL1", | |
| "SPIRE2", | |
| "EXT2", | |
| "GJB7", | |
| "CDKN1C", | |
| "APOL3", | |
| "TMEM35A", | |
| "C6orf147", | |
| "PCDHB5", | |
| "MEX3C", | |
| "SEZ6", | |
| "FAM184B", | |
| "LINC02897", | |
| "KCNC3", | |
| "ABCG4", | |
| "CCDC73", | |
| "GSTM4", | |
| "TMEM132E", | |
| "GLYAT", | |
| "ANKRD2", | |
| "PLA2G2C", | |
| "PFDN6", | |
| "GDNF", | |
| "CPT1A", | |
| "MASP2", | |
| "CCT6B", | |
| "CFAP70", | |
| "CFAP144", | |
| "SLC66A1LP", | |
| "SLC46A1", | |
| "GRB14", | |
| "MOK", | |
| "COX15", | |
| "TRIM53AP", | |
| "CHURC1", | |
| "TRPT1", | |
| "BTBD16", | |
| "NYNRIN", | |
| "CELSR2", | |
| "TRIM8", | |
| "ZNF334", | |
| "RGS1", | |
| "POGLUT1", | |
| "XPC", | |
| "KYAT3", | |
| "HOXC5", | |
| "RPRM", | |
| "ZCWPW2", | |
| "CDK11A", | |
| "NIPA2", | |
| "LRIF1", | |
| "NRN1", | |
| "KCTD16", | |
| "LYRM9", | |
| "POLR2E", | |
| "FERRY3", | |
| "NDUFV3", | |
| "PDHA1", | |
| "CD40", | |
| "INTS10", | |
| "OR8A1", | |
| "NSG2", | |
| "HBG1", | |
| "PCP2", | |
| "EPHB1", | |
| "FN1", | |
| "PLEKHB1", | |
| "GAA", | |
| "H1-2", | |
| "PCDHA6", | |
| "SPACA3", | |
| "HSPB3", | |
| "BMP15", | |
| "PPAT", | |
| "CFAP300", | |
| "TMPRSS5", | |
| "KL", | |
| "CENPB", | |
| "ZNF32-AS2", | |
| "NLRP14", | |
| "SSTR5", | |
| "TAMM41", | |
| "TCN1", | |
| "ADAM32", | |
| "BRINP3", | |
| "ANKRD20A20P", | |
| "GDF6", | |
| "CLCC1", | |
| "YBEY", | |
| "RPP14", | |
| "PIK3R3", | |
| "LY6D", | |
| "MIR1915HG", | |
| "ZNF778", | |
| "ANKRD20A1", | |
| "MST1", | |
| "OR2B6", | |
| "CNTN4", | |
| "ALKBH2", | |
| "TMPPE", | |
| "HARBI1", | |
| "NRN1L", | |
| "DUS4L", | |
| "FBXW10", | |
| "USP12", | |
| "SERPINI2", | |
| "PTPRVP", | |
| "ZNF491", | |
| "TAS2R19", | |
| "CEP15", | |
| "KIF5C", | |
| "PAX7", | |
| "OSGEPL1", | |
| "NFIL3", | |
| "LINC02860", | |
| "FREM1", | |
| "TONSL", | |
| "PMS2P5", | |
| "RPRML", | |
| "PSPH", | |
| "FGL1", | |
| "NOTCH2NLB", | |
| "OR4S1", | |
| "TMEM169", | |
| "GALNT11", | |
| "AURKC", | |
| "CWH43", | |
| "HSCB", | |
| "RNASE12", | |
| "NAPRT", | |
| "F5", | |
| "SCNM1", | |
| "FBXO4", | |
| "NPFFR2", | |
| "SOWAHD", | |
| "NOL7", | |
| "PLBD1", | |
| "IFIT1", | |
| "SIGLEC12", | |
| "FAM138E", | |
| "CD200", | |
| "CCDC159", | |
| "ENC1", | |
| "TBC1D4", | |
| "CEP164", | |
| "COASY", | |
| "ECH1", | |
| "OR2A20P", | |
| "TMA16", | |
| "NKPD1", | |
| "SSBP4", | |
| "CLDN1", | |
| "ATF5", | |
| "SASH1", | |
| "SURF1", | |
| "SRD5A3", | |
| "RTN4RL1", | |
| "MRPL42P5", | |
| "FOLH1B", | |
| "ZNF570", | |
| "MARCHF2", | |
| "DNAI3", | |
| "CKM", | |
| "SLC9A7", | |
| "LINC00588", | |
| "SNORD12B", | |
| "SYT4", | |
| "PCDHB16", | |
| "PCP4", | |
| "ZNF764", | |
| "NUDT9", | |
| "TPPP", | |
| "NPTX1", | |
| "GZMB", | |
| "DNAH12", | |
| "IL17B", | |
| "PCDHB4", | |
| "BIRC3", | |
| "GABRB2", | |
| "IGH", | |
| "PRCD", | |
| "NAT8B", | |
| "ABHD12B", | |
| "BTBD17", | |
| "PLA2G15", | |
| "PKD1L2", | |
| "CHMP2A", | |
| "ZNF619", | |
| "ZNF133", | |
| "VWCE", | |
| "RGPD1", | |
| "LMBR1L", | |
| "VAX1", | |
| "PRAC1", | |
| "FKBP4", | |
| "POTEB", | |
| "FNDC3B", | |
| "HSPA4", | |
| "MDH1B", | |
| "CDK11B", | |
| "LAMA3", | |
| "UBD", | |
| "ANKRD34A", | |
| "TNNI3" | |
| ], | |
| "Coefficient": [ | |
| 0.08773689250164143, | |
| 0.0828357373716304, | |
| -0.0803346140626493, | |
| -0.06337532787911956, | |
| 0.06312431271845957, | |
| -0.06025053042663206, | |
| 0.054115895564035614, | |
| 0.050509905973662894, | |
| -0.04866791168726995, | |
| -0.04833487210623389, | |
| -0.04787934581108223, | |
| 0.04438793553406248, | |
| -0.043756447491904604, | |
| -0.04325789237773391, | |
| 0.04250624554269189, | |
| -0.0425028771046737, | |
| 0.04248520184626332, | |
| 0.04192733821189926, | |
| 0.041823495981273995, | |
| 0.04076826399046794, | |
| -0.03968663008129426, | |
| 0.03900577270861294, | |
| -0.0389978301835707, | |
| -0.03802512811800726, | |
| 0.03790680865046414, | |
| 0.037388905351856634, | |
| -0.03715530814866505, | |
| 0.03712573901146934, | |
| -0.03643115245712701, | |
| 0.03594977508792642, | |
| 0.03353525448385332, | |
| 0.03340349239239464, | |
| 0.033258238097499664, | |
| -0.033024173971299114, | |
| 0.03274043898122183, | |
| -0.03270451624462555, | |
| -0.03257799933960441, | |
| 0.032072857217586445, | |
| 0.0314921977839806, | |
| -0.0312301138052589, | |
| -0.03044793147154013, | |
| -0.02972997239587735, | |
| -0.029627342975889776, | |
| -0.029217067900350207, | |
| 0.028543622374535886, | |
| 0.027015030296673726, | |
| 0.026930489444862222, | |
| -0.026652925270450486, | |
| 0.026349676796584225, | |
| -0.02571565949166344, | |
| -0.025674340365033754, | |
| -0.025625971635631087, | |
| -0.025590583583359326, | |
| 0.0255047717269324, | |
| 0.02541996101270711, | |
| 0.02526735718779368, | |
| -0.025106152285789985, | |
| -0.025020178415294553, | |
| -0.02473411161382541, | |
| 0.02467164255076819, | |
| 0.024346259480732574, | |
| 0.024244134533789548, | |
| -0.024142382294900143, | |
| -0.023419763323817233, | |
| 0.022733656423339684, | |
| 0.02270105115521397, | |
| 0.022469302200118887, | |
| 0.022056304382273663, | |
| 0.021830847707173126, | |
| 0.02144966869767093, | |
| 0.021274026170196417, | |
| 0.02019784576887795, | |
| -0.020047514513242673, | |
| 0.018851745713647155, | |
| -0.01880162790094088, | |
| 0.018592158296700356, | |
| -0.018526620977295596, | |
| -0.018508025446160627, | |
| -0.01840777005458795, | |
| 0.01823435978030968, | |
| -0.018192033063058288, | |
| 0.017983535875669546, | |
| 0.017663667802286297, | |
| -0.017605971879292453, | |
| -0.017591027688390312, | |
| -0.017326752303579954, | |
| -0.01715862818354066, | |
| 0.016810768017580163, | |
| -0.016704262674279182, | |
| -0.016634439751734266, | |
| -0.016574033720339283, | |
| -0.01656605523143757, | |
| -0.016556638647454987, | |
| 0.01634192644945648, | |
| 0.016313349230497737, | |
| -0.0162395008249556, | |
| -0.016238148523995997, | |
| -0.0158981684577098, | |
| -0.015875753920851884, | |
| -0.01580147226720782, | |
| 0.015657993827273165, | |
| -0.015644229109768357, | |
| -0.015499845684958586, | |
| -0.015252319733769951, | |
| 0.01513151374670023, | |
| -0.015016369694423685, | |
| -0.014908012535219608, | |
| 0.014628168708021066, | |
| -0.014463704520220113, | |
| -0.01443666933461565, | |
| -0.014360171949317711, | |
| -0.014101587815741166, | |
| 0.01404788070545063, | |
| -0.013485744751753771, | |
| 0.013130453219683216, | |
| -0.013076835613816095, | |
| 0.012994371742494364, | |
| 0.01261831813331835, | |
| -0.012564216142836196, | |
| 0.012549690507459268, | |
| 0.012282908642875439, | |
| -0.011967889901152612, | |
| 0.011838089409237787, | |
| -0.011828572222274644, | |
| -0.011794778878585434, | |
| -0.011594533110801265, | |
| -0.011508445452109507, | |
| -0.011448483392572205, | |
| -0.011406371356715198, | |
| -0.0113850058657932, | |
| -0.011285723646068132, | |
| 0.010986653763298639, | |
| 0.010833193087014033, | |
| -0.010811156494397393, | |
| -0.010671416051646041, | |
| -0.01064859623038678, | |
| 0.010379094146111942, | |
| -0.010361666103084461, | |
| -0.010105423399938146, | |
| 0.009817593095064473, | |
| 0.00980010017143328, | |
| -0.009571750069170118, | |
| -0.009117266883348232, | |
| -0.009091834674779118, | |
| 0.00905936804981095, | |
| 0.009007637922307741, | |
| -0.00857029895896651, | |
| 0.008306241362333003, | |
| 0.008192556909292045, | |
| 0.008166952541420813, | |
| -0.008148502101454107, | |
| 0.008026203364014611, | |
| 0.008014594817846388, | |
| 0.007783598473108055, | |
| -0.007640524586438141, | |
| -0.007545506498028069, | |
| 0.007527036550093388, | |
| 0.007439833992943206, | |
| -0.007407650266585003, | |
| -0.006963013408733949, | |
| -0.006872589786668815, | |
| -0.006832933480684185, | |
| 0.006665379031560316, | |
| 0.0065778582148013935, | |
| -0.006504387154247671, | |
| 0.00648527373787144, | |
| -0.006454816179079332, | |
| -0.006228214545338965, | |
| 0.006090608704117576, | |
| -0.006012923483888652, | |
| 0.005856745713653441, | |
| -0.0057345538755374445, | |
| -0.00538365809913382, | |
| 0.005358699220632864, | |
| 0.0052433935845804195, | |
| 0.005135298793372464, | |
| -0.00506906272268221, | |
| 0.005022134868955008, | |
| 0.004954405509490204, | |
| 0.004918543538431695, | |
| -0.004895476419905845, | |
| 0.004836080536407916, | |
| -0.0048076156037214915, | |
| 0.0046745551604899255, | |
| -0.004634288361083639, | |
| 0.004595760150548684, | |
| -0.004428014957796775, | |
| 0.0041984705596142, | |
| -0.003992925225159144, | |
| 0.003945390379373496, | |
| -0.003940823383210231, | |
| -0.0039097167589190185, | |
| -0.003902429712611221, | |
| 0.003730400648026349, | |
| -0.0036483445139357863, | |
| -0.003559006730354374, | |
| -0.003402939739507236, | |
| -0.0032021743800559237, | |
| 0.0030910001466832927, | |
| -0.003035087526288752, | |
| -0.002983197200613318, | |
| 0.0029475650966168075, | |
| -0.0028864122242497976, | |
| -0.0028542233000760408, | |
| -0.0028468176524120412, | |
| -0.002754817758815892, | |
| 0.002706504422130105, | |
| -0.0026632678544285344, | |
| 0.0024286370805856093, | |
| -0.0024083128643646702, | |
| 0.0023537054076655994, | |
| 0.0023427053298916375, | |
| -0.002299959902091829, | |
| -0.0022907064065244447, | |
| -0.00228544438443298, | |
| -0.0022800252020330498, | |
| -0.0022484449559920746, | |
| 0.00217281743069463, | |
| -0.002125678071548866, | |
| 0.002114155697173266, | |
| 0.002086539247162899, | |
| 0.0020542356765676536, | |
| 0.0019992598599391518, | |
| 0.001978072831211517, | |
| 0.0019255235203697347, | |
| -0.0018057249747593215, | |
| -0.0017253509481595071, | |
| -0.0016918390977815245, | |
| 0.0016322089773467864, | |
| 0.0014259531855221315, | |
| 0.0013779912809053644, | |
| -0.0009950501751771871, | |
| -0.0009144825454010511, | |
| 0.0008390427964159108, | |
| -0.0007517778422782786, | |
| -0.0006996808511535694, | |
| 0.0006664320535377768, | |
| 0.0005970032745636634, | |
| 0.0004923153074917938, | |
| -0.0003287071115161865, | |
| 0.0003268552279586006, | |
| -0.00028932470965654087, | |
| 0.0002619860693277254, | |
| -0.00026032826079982015, | |
| -0.00017917397256967952, | |
| 0.00017430697665891799, | |
| 0.00012699675882366223, | |
| -0.00010155247750884424, | |
| 6.17563501169043e-05, | |
| 5.8257166020828705e-05, | |
| -5.28775277594225e-05, | |
| 3.733034379399648e-05, | |
| 3.657175117687101e-05, | |
| -2.7681108204658647e-05, | |
| 1.7089463946067008e-05, | |
| -1.5707591900998806e-05 | |
| ], | |
| "Absolute Coefficient": [ | |
| 0.08773689250164143, | |
| 0.0828357373716304, | |
| 0.0803346140626493, | |
| 0.06337532787911956, | |
| 0.06312431271845957, | |
| 0.06025053042663206, | |
| 0.054115895564035614, | |
| 0.050509905973662894, | |
| 0.04866791168726995, | |
| 0.04833487210623389, | |
| 0.04787934581108223, | |
| 0.04438793553406248, | |
| 0.043756447491904604, | |
| 0.04325789237773391, | |
| 0.04250624554269189, | |
| 0.0425028771046737, | |
| 0.04248520184626332, | |
| 0.04192733821189926, | |
| 0.041823495981273995, | |
| 0.04076826399046794, | |
| 0.03968663008129426, | |
| 0.03900577270861294, | |
| 0.0389978301835707, | |
| 0.03802512811800726, | |
| 0.03790680865046414, | |
| 0.037388905351856634, | |
| 0.03715530814866505, | |
| 0.03712573901146934, | |
| 0.03643115245712701, | |
| 0.03594977508792642, | |
| 0.03353525448385332, | |
| 0.03340349239239464, | |
| 0.033258238097499664, | |
| 0.033024173971299114, | |
| 0.03274043898122183, | |
| 0.03270451624462555, | |
| 0.03257799933960441, | |
| 0.032072857217586445, | |
| 0.0314921977839806, | |
| 0.0312301138052589, | |
| 0.03044793147154013, | |
| 0.02972997239587735, | |
| 0.029627342975889776, | |
| 0.029217067900350207, | |
| 0.028543622374535886, | |
| 0.027015030296673726, | |
| 0.026930489444862222, | |
| 0.026652925270450486, | |
| 0.026349676796584225, | |
| 0.02571565949166344, | |
| 0.025674340365033754, | |
| 0.025625971635631087, | |
| 0.025590583583359326, | |
| 0.0255047717269324, | |
| 0.02541996101270711, | |
| 0.02526735718779368, | |
| 0.025106152285789985, | |
| 0.025020178415294553, | |
| 0.02473411161382541, | |
| 0.02467164255076819, | |
| 0.024346259480732574, | |
| 0.024244134533789548, | |
| 0.024142382294900143, | |
| 0.023419763323817233, | |
| 0.022733656423339684, | |
| 0.02270105115521397, | |
| 0.022469302200118887, | |
| 0.022056304382273663, | |
| 0.021830847707173126, | |
| 0.02144966869767093, | |
| 0.021274026170196417, | |
| 0.02019784576887795, | |
| 0.020047514513242673, | |
| 0.018851745713647155, | |
| 0.01880162790094088, | |
| 0.018592158296700356, | |
| 0.018526620977295596, | |
| 0.018508025446160627, | |
| 0.01840777005458795, | |
| 0.01823435978030968, | |
| 0.018192033063058288, | |
| 0.017983535875669546, | |
| 0.017663667802286297, | |
| 0.017605971879292453, | |
| 0.017591027688390312, | |
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| ] | |
| }, | |
| "cv_performance": { | |
| "prediction": { | |
| "accuracy": 64.89795918367346, | |
| "precision": 44.45378151260504, | |
| "recall": 47.82141250562303, | |
| "f1": 45.57394569564955 | |
| }, | |
| "selection": { | |
| "precision": 0.2704490943677115, | |
| "recall": 4.615384615384615, | |
| "f1": 0.5109394872172967, | |
| "jaccard": 0.2572719465292558 | |
| } | |
| } | |
| } |