| { | |
| "significant_genes": { | |
| "Variable": [ | |
| "TRERF1", | |
| "GNA15", | |
| "NR1H4", | |
| "KCND2", | |
| "PICSAR", | |
| "CYCS", | |
| "C18orf15", | |
| "PLAAT1", | |
| "CACNA1A", | |
| "MAP9", | |
| "PTGES3", | |
| "ALX3", | |
| "TTTY6", | |
| "PPP1R7", | |
| "IRX2", | |
| "MAPK4", | |
| "KRBOX5", | |
| "STYX", | |
| "MYOCD", | |
| "SERPINC1", | |
| "M1AP", | |
| "GJA3", | |
| "HOXB9", | |
| "IFNG", | |
| "REG1B", | |
| "POLR3E", | |
| "ARSG", | |
| "CEP89", | |
| "KRT1", | |
| "DNASE1L1", | |
| "NME5", | |
| "GLB1L2", | |
| "RASGEF1B", | |
| "GRIK3", | |
| "CREB3L2", | |
| "CCL20", | |
| "HEATR5B", | |
| "PNLIPRP2", | |
| "CRP", | |
| "MEX3C", | |
| "ARHGAP4", | |
| "VCPIP1", | |
| "CKMT2", | |
| "RBKS", | |
| "FAM184B", | |
| "MMP13", | |
| "LINC02897", | |
| "ESPL1", | |
| "GJB7", | |
| "KLHL13", | |
| "EXT2", | |
| "GDNF", | |
| "APOL3", | |
| "C6orf147", | |
| "PFDN6", | |
| "DNASE2B", | |
| "NKAIN2", | |
| "COX15", | |
| "KYAT3", | |
| "INTS10", | |
| "CEL", | |
| "SPIRE2", | |
| "TMEM35A", | |
| "GSTM4", | |
| "GLYAT", | |
| "FN1", | |
| "TMEM132E", | |
| "CFAP70", | |
| "BAIAP2L1", | |
| "SEZ6", | |
| "BTBD16", | |
| "PEBP1", | |
| "SLC66A1LP", | |
| "PLEKHB1", | |
| "ABCG4", | |
| "NRN1", | |
| "ZNF491", | |
| "CPT1A", | |
| "CCDC73", | |
| "NIPA2", | |
| "KL", | |
| "DMBT1", | |
| "CDKN1C", | |
| "CDK11A", | |
| "KCNC3", | |
| "DUS4L", | |
| "RPRM", | |
| "RAB3C", | |
| "CENPB", | |
| "TRPT1", | |
| "CHURC1", | |
| "SLC46A1", | |
| "MASP2", | |
| "MIR1915HG", | |
| "POGLUT1", | |
| "PDHA1", | |
| "ANKRD2", | |
| "MOK", | |
| "PIK3R3", | |
| "PLA2G2C", | |
| "OR2B6", | |
| "OR8A1", | |
| "RGS1", | |
| "TRIM53AP", | |
| "SSBP4", | |
| "NSG2", | |
| "ZNF334", | |
| "BMP15", | |
| "CFAP144", | |
| "FERRY3", | |
| "CNTN4", | |
| "GRB14", | |
| "EPHB1", | |
| "CELSR2", | |
| "TCN1", | |
| "ADAM32", | |
| "LYRM9", | |
| "HSPB3", | |
| "XPC", | |
| "HBG1", | |
| "ANKRD20A1", | |
| "ZNF778", | |
| "CCT6B", | |
| "CEP15", | |
| "VWCE", | |
| "SSTR5", | |
| "RNASE12", | |
| "TMPPE", | |
| "CLCC1", | |
| "TONSL", | |
| "NFIL3", | |
| "NYNRIN", | |
| "PCP2", | |
| "ALKBH2", | |
| "PCDHB5", | |
| "POLR2E", | |
| "NLRP14", | |
| "HOXC5", | |
| "TAMM41", | |
| "LRIF1", | |
| "TBC1D4", | |
| "PMS2P5", | |
| "CEP164", | |
| "CFAP300", | |
| "TMEM169", | |
| "SERPINI2", | |
| "SASH1", | |
| "GDF6", | |
| "SCNM1", | |
| "KCTD16", | |
| "RIMS2", | |
| "GABRB2", | |
| "LMBR1L", | |
| "TRIM8", | |
| "GZMB", | |
| "GAA", | |
| "TAS2R19", | |
| "NOL7", | |
| "ECH1", | |
| "H1-2", | |
| "CD200", | |
| "ANKRD20A20P", | |
| "SRD5A3", | |
| "CCDC159", | |
| "PCDHA6", | |
| "PLBD1", | |
| "IFIT1", | |
| "OR2A20P", | |
| "AHRR", | |
| "ZNF133", | |
| "SPACA3", | |
| "RPP14", | |
| "DISC1", | |
| "LY6D", | |
| "BRINP3", | |
| "ZNF32-AS2", | |
| "CTSZ", | |
| "SYT4", | |
| "DNAI3", | |
| "FAM138E", | |
| "ZCWPW2", | |
| "KIAA0040", | |
| "SPMIP5", | |
| "PLA2G15", | |
| "ANKRD22", | |
| "NGEF", | |
| "B3GNT3", | |
| "LINC02860", | |
| "YBEY", | |
| "NKPD1", | |
| "FREM1", | |
| "ZNF764", | |
| "SIGLEC12", | |
| "EIF2B2", | |
| "NDUFV3", | |
| "PAX7", | |
| "TYW1", | |
| "TMPRSS5", | |
| "ENC1", | |
| "ABHD12B", | |
| "PSPH", | |
| "L3MBTL4", | |
| "OSGEPL1", | |
| "MORF4", | |
| "ZNF570", | |
| "PTPRVP", | |
| "HBB", | |
| "MDH1B", | |
| "NRN1L", | |
| "KCNH4", | |
| "F5", | |
| "DNAH12", | |
| "GABRB1", | |
| "SURF1", | |
| "RPRML", | |
| "KIF5C", | |
| "DPP10", | |
| "RHBDD3", | |
| "NUDT9", | |
| "NPTX1", | |
| "PCDHB16", | |
| "IL17B", | |
| "HSCB", | |
| "AURKC", | |
| "MST1", | |
| "FGF5", | |
| "USP9Y", | |
| "TMA16", | |
| "NPFFR2", | |
| "CLDN1", | |
| "CD40", | |
| "CHMP2A", | |
| "APRT", | |
| "MRPL42P5", | |
| "VSTM2L", | |
| "LINC00115", | |
| "SOWAHD", | |
| "ABHD10", | |
| "TPPP", | |
| "MARCHF2", | |
| "PKD1L2", | |
| "LRRC56", | |
| "PRCD", | |
| "CDK11B", | |
| "SLC9A7", | |
| "NOTCH2NLB", | |
| "HARBI1", | |
| "USP12", | |
| "WDR4", | |
| "FOLH1B", | |
| "FGL1", | |
| "FBXW10", | |
| "ANKRD34A", | |
| "POTEB", | |
| "FBP1", | |
| "PCDHGB4", | |
| "PEG3", | |
| "PPAT", | |
| "ACTA1", | |
| "IGH" | |
| ], | |
| "Coefficient": [ | |
| 0.08093050516713997, | |
| -0.08062938405754161, | |
| 0.07538055789446632, | |
| -0.06597439453782587, | |
| -0.0634870398926063, | |
| 0.0591809070195866, | |
| 0.058831974672965394, | |
| -0.05592007789657098, | |
| -0.04891368463356092, | |
| 0.048657502309655876, | |
| -0.04643126653774983, | |
| 0.04577432096496218, | |
| -0.04528172806425627, | |
| 0.04517747181662056, | |
| -0.04497469778756081, | |
| 0.043458809685476316, | |
| -0.04247196763429649, | |
| -0.04181107032631978, | |
| 0.04166608037146379, | |
| 0.04072881957400752, | |
| 0.036672720124497786, | |
| 0.035911874732440965, | |
| 0.03569972991859047, | |
| -0.035558046875359114, | |
| -0.034750157908588944, | |
| 0.034695346475171696, | |
| 0.03436613098922968, | |
| 0.03367465380878034, | |
| -0.033468209024545566, | |
| 0.03304808634977434, | |
| -0.03297456905512729, | |
| -0.03250325974086475, | |
| -0.03191911008650876, | |
| 0.031811516458840575, | |
| -0.03172762324941059, | |
| 0.03122316892912584, | |
| -0.03116278861749695, | |
| 0.03044499722117951, | |
| 0.029102907058357157, | |
| 0.028842342472524568, | |
| 0.02882479120900844, | |
| -0.02791849798259714, | |
| -0.027702901190545744, | |
| 0.02766162690189772, | |
| -0.027561209876199082, | |
| 0.02716256712151514, | |
| 0.027158305441817094, | |
| -0.026570666654872264, | |
| 0.02654900538777973, | |
| -0.026031842423232712, | |
| 0.024739729490529924, | |
| -0.024388211254901846, | |
| -0.0243568988632432, | |
| 0.024138879391108644, | |
| 0.02411099547055528, | |
| -0.02404357394985704, | |
| 0.023925729063185196, | |
| -0.023760688400196534, | |
| -0.023566995498775823, | |
| -0.023221049835738385, | |
| -0.023028608879676532, | |
| 0.022282580112639436, | |
| -0.022026143211800783, | |
| 0.021798747186733552, | |
| 0.02154014477838903, | |
| 0.021499249056344722, | |
| 0.021458549064718665, | |
| -0.021320714667129485, | |
| 0.02115590271574387, | |
| -0.02098420333472373, | |
| -0.02051266993963478, | |
| -0.019144521147434212, | |
| -0.01913518478902763, | |
| -0.019034348060778715, | |
| 0.01860156441832605, | |
| -0.018264728488039266, | |
| -0.01817554964677649, | |
| 0.01800026402991945, | |
| 0.017838420786332534, | |
| -0.01752801658296386, | |
| -0.017284806296284275, | |
| -0.01706031263149145, | |
| -0.016749129789890772, | |
| 0.016694590433103357, | |
| 0.016672821961427563, | |
| -0.016453422694129978, | |
| -0.016409844120575397, | |
| -0.01632012294361287, | |
| -0.016306868344333744, | |
| 0.016299908813131737, | |
| -0.016259498789836308, | |
| 0.01624696227197612, | |
| -0.016224828455845813, | |
| 0.01618635214641507, | |
| 0.016074593918160428, | |
| -0.01597347169433665, | |
| 0.015897735183082837, | |
| -0.015814430391905287, | |
| -0.015809786249459466, | |
| -0.015731591917941462, | |
| 0.015731117100341183, | |
| 0.015476348429029708, | |
| 0.015380332455229037, | |
| -0.015346384324684, | |
| -0.015178343640384598, | |
| -0.014840345085976259, | |
| -0.014448444025993127, | |
| -0.014377277663799051, | |
| 0.014180825099577524, | |
| 0.013981843061774931, | |
| 0.013829156053973746, | |
| 0.01378101845946619, | |
| 0.013776016677678936, | |
| -0.013757797337448472, | |
| -0.013603203963142086, | |
| -0.012981523570644624, | |
| -0.012861466823517945, | |
| -0.012760157634873504, | |
| -0.012292273085772439, | |
| 0.012233197041977973, | |
| -0.012176495365762692, | |
| 0.01204181802703869, | |
| -0.011885787889800797, | |
| -0.011786784910856898, | |
| -0.01175437344133309, | |
| 0.011466216455945808, | |
| -0.011329474058811136, | |
| 0.011319216065770292, | |
| 0.011250229021009618, | |
| 0.011162374790294602, | |
| 0.011134522076511229, | |
| -0.011125295936545454, | |
| -0.010979451075398036, | |
| -0.010932775945787431, | |
| 0.010698525024843808, | |
| -0.010581886784036421, | |
| 0.010531327556464656, | |
| -0.010520678957514776, | |
| -0.010499158134390627, | |
| -0.010421476380702914, | |
| -0.009937988084385672, | |
| -0.009916010207996775, | |
| -0.00977871584875789, | |
| -0.009762497278311051, | |
| 0.009696630021021854, | |
| 0.009666945452140648, | |
| -0.009595694234855496, | |
| -0.008788906103095642, | |
| 0.008764893175937627, | |
| 0.008637500823448451, | |
| -0.008485612796900806, | |
| 0.008435843724586629, | |
| -0.008357888451990808, | |
| -0.008175774745482048, | |
| -0.008139759624641297, | |
| 0.008019868628805419, | |
| -0.007673742002558863, | |
| 0.007614055054672463, | |
| 0.007535891890559281, | |
| 0.007528307677383049, | |
| -0.007478718601430095, | |
| -0.007334122011133432, | |
| -0.007228887842594638, | |
| 0.0070708430134016256, | |
| -0.00697525884645265, | |
| -0.006920034931311255, | |
| 0.0068543985971514145, | |
| -0.006830850350209536, | |
| -0.006806347147773881, | |
| 0.006797895523364321, | |
| 0.006797699146209385, | |
| -0.006777164369897114, | |
| 0.006755025633216748, | |
| -0.006752839535222955, | |
| 0.006698944163239406, | |
| -0.006513841367608961, | |
| 0.006169375462246471, | |
| -0.006071447138789169, | |
| -0.005987838309984635, | |
| -0.005796542844981242, | |
| -0.005466825815419093, | |
| -0.005346125648861901, | |
| 0.0052690521908993985, | |
| 0.005183012107613769, | |
| -0.005104010713861522, | |
| 0.005040205885666312, | |
| 0.005018088265759824, | |
| -0.005015097041951242, | |
| 0.004982880561399971, | |
| 0.004919154543929637, | |
| -0.004794666421973485, | |
| 0.004786398517444968, | |
| -0.0046851042613867775, | |
| 0.004683110783198584, | |
| -0.0046760415615229355, | |
| 0.004579105010255062, | |
| -0.004557745469520151, | |
| -0.004517988038031773, | |
| -0.004251162562247285, | |
| -0.0041535286766287574, | |
| -0.004130627971416731, | |
| -0.004086152401251762, | |
| -0.00396100799497451, | |
| -0.003760624125302784, | |
| 0.0037365721047537474, | |
| -0.0036827786912822747, | |
| 0.0036088092166193207, | |
| -0.0035964520137394705, | |
| 0.0035696086618488103, | |
| -0.0035398267153852777, | |
| -0.0033733107592608066, | |
| -0.003343076857329497, | |
| -0.003303110401420165, | |
| 0.0031700099940081966, | |
| 0.003115161819176679, | |
| 0.0030590126690417762, | |
| 0.0030181401695263945, | |
| 0.002970153733819867, | |
| 0.0028239633738951025, | |
| 0.002729351786169045, | |
| 0.002558943292210454, | |
| -0.002474388361886288, | |
| 0.0024322290038174587, | |
| 0.0024011815415696247, | |
| 0.0023414056131675254, | |
| 0.002304341629095632, | |
| -0.002140205919964072, | |
| -0.0021110573345136294, | |
| 0.0020430075584311888, | |
| -0.0019130748956372227, | |
| -0.001833853529310047, | |
| 0.0017928130573992215, | |
| 0.0016818410660384717, | |
| -0.0016808472784407642, | |
| -0.0016747406815761279, | |
| 0.0015988747026413831, | |
| -0.001426816798367959, | |
| -0.0014074600851768989, | |
| 0.0010387512672073987, | |
| -0.0010305238400472616, | |
| 0.0009975479978992447, | |
| -0.0009691631758656613, | |
| -0.0009369199710235855, | |
| 0.0009070256648763121, | |
| -0.0008006274201973492, | |
| 0.0007978679929633634, | |
| 0.0006687030260302049, | |
| 0.0006187075124154456, | |
| 0.0005296724145640407, | |
| 0.00047817008258747016, | |
| -0.0004105084546480268, | |
| -0.00032492244185636395, | |
| 0.00032203862998858677, | |
| -0.00030345790797355407, | |
| -0.00023217853781886026, | |
| 0.00021545536112303846, | |
| 0.0001977803206205518, | |
| -0.00012988609882152232, | |
| 5.471855343627717e-05, | |
| -4.588050447755424e-05 | |
| ], | |
| "Absolute Coefficient": [ | |
| 0.08093050516713997, | |
| 0.08062938405754161, | |
| 0.07538055789446632, | |
| 0.06597439453782587, | |
| 0.0634870398926063, | |
| 0.0591809070195866, | |
| 0.058831974672965394, | |
| 0.05592007789657098, | |
| 0.04891368463356092, | |
| 0.048657502309655876, | |
| 0.04643126653774983, | |
| 0.04577432096496218, | |
| 0.04528172806425627, | |
| 0.04517747181662056, | |
| 0.04497469778756081, | |
| 0.043458809685476316, | |
| 0.04247196763429649, | |
| 0.04181107032631978, | |
| 0.04166608037146379, | |
| 0.04072881957400752, | |
| 0.036672720124497786, | |
| 0.035911874732440965, | |
| 0.03569972991859047, | |
| 0.035558046875359114, | |
| 0.034750157908588944, | |
| 0.034695346475171696, | |
| 0.03436613098922968, | |
| 0.03367465380878034, | |
| 0.033468209024545566, | |
| 0.03304808634977434, | |
| 0.03297456905512729, | |
| 0.03250325974086475, | |
| 0.03191911008650876, | |
| 0.031811516458840575, | |
| 0.03172762324941059, | |
| 0.03122316892912584, | |
| 0.03116278861749695, | |
| 0.03044499722117951, | |
| 0.029102907058357157, | |
| 0.028842342472524568, | |
| 0.02882479120900844, | |
| 0.02791849798259714, | |
| 0.027702901190545744, | |
| 0.02766162690189772, | |
| 0.027561209876199082, | |
| 0.02716256712151514, | |
| 0.027158305441817094, | |
| 0.026570666654872264, | |
| 0.02654900538777973, | |
| 0.026031842423232712, | |
| 0.024739729490529924, | |
| 0.024388211254901846, | |
| 0.0243568988632432, | |
| 0.024138879391108644, | |
| 0.02411099547055528, | |
| 0.02404357394985704, | |
| 0.023925729063185196, | |
| 0.023760688400196534, | |
| 0.023566995498775823, | |
| 0.023221049835738385, | |
| 0.023028608879676532, | |
| 0.022282580112639436, | |
| 0.022026143211800783, | |
| 0.021798747186733552, | |
| 0.02154014477838903, | |
| 0.021499249056344722, | |
| 0.021458549064718665, | |
| 0.021320714667129485, | |
| 0.02115590271574387, | |
| 0.02098420333472373, | |
| 0.02051266993963478, | |
| 0.019144521147434212, | |
| 0.01913518478902763, | |
| 0.019034348060778715, | |
| 0.01860156441832605, | |
| 0.018264728488039266, | |
| 0.01817554964677649, | |
| 0.01800026402991945, | |
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| ] | |
| }, | |
| "cv_performance": { | |
| "prediction": { | |
| "accuracy": 65.71428571428572, | |
| "precision": 45.26587301587302, | |
| "recall": 48.65182186234818, | |
| "f1": 46.559938169845296 | |
| }, | |
| "selection": { | |
| "precision": 0.2795698924731183, | |
| "recall": 4.615384615384615, | |
| "f1": 0.5271982842659388, | |
| "jaccard": 0.2655286865813181 | |
| } | |
| } | |
| } |