{ | |
"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, | |
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 | |
] | |
}, | |
"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 | |
} | |
} | |
} |