| { | |
| "significant_genes": { | |
| "Variable": [ | |
| "RASA4", | |
| "BARHL2", | |
| "LOC154761", | |
| "IRGM", | |
| "CELA2A", | |
| "RRN3P2", | |
| "NMI", | |
| "TTTY2", | |
| "ZNF277", | |
| "KIR2DL4", | |
| "ART1", | |
| "CYP4V2", | |
| "FUNDC2P2", | |
| "OR14I1", | |
| "CAPN13", | |
| "SCN5A", | |
| "PKD1L3", | |
| "ZNG1C", | |
| "LALBA", | |
| "LCE1C", | |
| "LINC00207", | |
| "OR2A2", | |
| "SLC35D3", | |
| "FAM226B", | |
| "SNORA80A", | |
| "YIPF7", | |
| "IFNA8", | |
| "KBTBD11", | |
| "PSG2", | |
| "SHCBP1L", | |
| "PPP1R2C", | |
| "NXPE1", | |
| "PCDHB13", | |
| "PATE4", | |
| "RNF32", | |
| "C11orf16", | |
| "PF4", | |
| "SPANXN5", | |
| "SLC22A9", | |
| "IQCF3", | |
| "SLC44A4", | |
| "SNORA16B", | |
| "AIPL1", | |
| "TENT5D", | |
| "KRT84", | |
| "AFM", | |
| "MAP3K7CL", | |
| "ADAM3A", | |
| "SULT2A1", | |
| "PSD2", | |
| "TNP1", | |
| "C17orf107", | |
| "ANGEL1", | |
| "BLID", | |
| "OR5B12", | |
| "RBP2", | |
| "FLJ30679", | |
| "GJB7", | |
| "NKX6-2", | |
| "PRAMEF4", | |
| "ACTL7A", | |
| "MYRIP", | |
| "POMC", | |
| "FOXN4", | |
| "CFAP97D1", | |
| "SLC5A10", | |
| "TIPIN", | |
| "PPM1F", | |
| "GBP3", | |
| "ERAP1", | |
| "ASB11", | |
| "GALNTL5", | |
| "LINC00052", | |
| "SND1-IT1", | |
| "SLC12A6", | |
| "IL13RA2", | |
| "GLT6D1", | |
| "PARP3", | |
| "NPBWR1", | |
| "SNORA61", | |
| "PKD2L1", | |
| "RPA4", | |
| "DNAJC25-GNG10", | |
| "DCD", | |
| "PCDHGA9", | |
| "IFNL2", | |
| "OPN4", | |
| "ANKMY1", | |
| "CLCA1", | |
| "CYP4F11", | |
| "RGPD8", | |
| "IFNA17", | |
| "DNAJB1", | |
| "GPRC5D", | |
| "NBR2", | |
| "CRISP2", | |
| "OR1F2P", | |
| "ANXA8L1", | |
| "OR52A4P", | |
| "RAB9BP1", | |
| "DCAF4L2", | |
| "CHST6", | |
| "MUC13", | |
| "ANXA10", | |
| "AMACR", | |
| "RAB41", | |
| "CYP2F1", | |
| "PDC", | |
| "POMZP3", | |
| "CNTNAP2", | |
| "ELOA2", | |
| "CCDC144CP", | |
| "SST", | |
| "AAA1", | |
| "GDNF", | |
| "GSX1", | |
| "PRPS1L1", | |
| "PRAMEF13", | |
| "FAM25A", | |
| "GLYATL2", | |
| "GAD1", | |
| "PCDHGA4", | |
| "PITX3", | |
| "SLC5A9", | |
| "OR9A4", | |
| "AGA", | |
| "STARD6", | |
| "FOXL2NB", | |
| "IQCF1", | |
| "SPACA1", | |
| "CCN6", | |
| "FCN2", | |
| "ABCA15P", | |
| "PCDHGA1", | |
| "FSHR", | |
| "OSTCP1", | |
| "VN1R4", | |
| "LEUTX", | |
| "C3orf22", | |
| "OR6N1", | |
| "SERPINB11", | |
| "PHEX", | |
| "SPTA1", | |
| "TAFA3", | |
| "C3orf20", | |
| "OR4L1", | |
| "USH2A", | |
| "PROZ", | |
| "NPPB", | |
| "PCDHB3", | |
| "SPATA31J1", | |
| "C10orf90", | |
| "H4C13", | |
| "OR10H4", | |
| "STRA8", | |
| "VIM", | |
| "DEFA6", | |
| "ZNF705D", | |
| "OR1L6", | |
| "TAS2R40", | |
| "TDRD12", | |
| "H2AC15", | |
| "TTTY6", | |
| "LINC02915", | |
| "IL3", | |
| "MATN4", | |
| "OXGR1", | |
| "TMPRSS11A", | |
| "FAM138B", | |
| "OR10G3", | |
| "PRUNE2", | |
| "SUMO1P1", | |
| "VCY", | |
| "RFESD", | |
| "OTOP2", | |
| "TAS2R60", | |
| "OR13C2", | |
| "OR4S2", | |
| "OR2M5", | |
| "ECEL1", | |
| "OR13C3", | |
| "CT45A3", | |
| "FGF19", | |
| "DEFB103B", | |
| "TRIML2", | |
| "TRIM77", | |
| "SNORD89", | |
| "TCAM1P", | |
| "APOF", | |
| "SYT14P1", | |
| "REXO1L1P", | |
| "WIF1", | |
| "ELAVL4", | |
| "GRIN2B", | |
| "SLC6A10P", | |
| "OR12D2", | |
| "MADCAM1", | |
| "NAT1", | |
| "CD200R1L", | |
| "RAD51AP2", | |
| "IFITM5", | |
| "FER1L5", | |
| "MYBPC3", | |
| "PCDHGA5", | |
| "ALX1", | |
| "PDE4A", | |
| "ADGRG4", | |
| "TEX36", | |
| "OR2T6", | |
| "ITPRID1", | |
| "DLK2", | |
| "GAGE2C", | |
| "TBC1D28", | |
| "TAC4", | |
| "LIM2", | |
| "LCE2D", | |
| "PLA2G2F", | |
| "KCNH7", | |
| "PCDHA8", | |
| "ALDH8A1", | |
| "LOC100240734", | |
| "PXMP4", | |
| "SNTG1", | |
| "LGALS9B", | |
| "OR1J2", | |
| "TAS2R50", | |
| "OR4M1", | |
| "CTAG2", | |
| "SNORA52", | |
| "RGPD1", | |
| "OTX2", | |
| "ADAM2", | |
| "SSX3", | |
| "SNORA84", | |
| "TRIM49", | |
| "UCP1", | |
| "RBFOX3", | |
| "SNCA", | |
| "CETN4P", | |
| "TMIGD1", | |
| "CT45A2", | |
| "RBMY2FP", | |
| "HOXD12", | |
| "NR2E3", | |
| "CYP1A1", | |
| "SALL3", | |
| "SCRT1", | |
| "KRT32", | |
| "ANK2", | |
| "TBX20", | |
| "NPFFR2", | |
| "TCAF2", | |
| "SLC22A2", | |
| "LDHC", | |
| "CDRT15", | |
| "DCBLD1", | |
| "HEATR6", | |
| "BARX2", | |
| "SPMAP1", | |
| "ENAM", | |
| "DLGAP2", | |
| "PPIAL4E", | |
| "XKRYP7", | |
| "TMEM14EP", | |
| "OR2L8", | |
| "SCGB2B2", | |
| "DSCAM", | |
| "PCA3", | |
| "ST18", | |
| "SCARNA3", | |
| "DNAH12", | |
| "ZNF99", | |
| "LHX8", | |
| "SNORA15", | |
| "OR5H6", | |
| "LSMEM2", | |
| "AGTR2", | |
| "CYP4A22", | |
| "TRIM49D2", | |
| "PTEN", | |
| "RLBP1", | |
| "SRD5A3", | |
| "OR52I1", | |
| "FANCD2OS", | |
| "ERP29", | |
| "GLB1", | |
| "KCNU1", | |
| "GAGE8", | |
| "SPACA7", | |
| "TMOD1", | |
| "H2AP", | |
| "HS3ST2", | |
| "SCLY", | |
| "CGB7", | |
| "FLJ36000", | |
| "FABP12", | |
| "DEFB135", | |
| "SPEM2", | |
| "TRIM43", | |
| "C4BPB", | |
| "IL1RAPL2", | |
| "FOLH1B", | |
| "CLCA4", | |
| "PANX3", | |
| "OR8G5", | |
| "NGB", | |
| "ALDH1L1", | |
| "HMHB1", | |
| "HPYR1", | |
| "OR8A1", | |
| "CDH9", | |
| "LINC01600", | |
| "ZFP91-CNTF", | |
| "LIPN", | |
| "SMAP1", | |
| "ATP6V1G3", | |
| "ALG1L2", | |
| "ADRA1A", | |
| "ERAP2", | |
| "UGT2B28", | |
| "GAB4", | |
| "NKX2-6", | |
| "DPPA5", | |
| "GP2", | |
| "SERPINA10", | |
| "TMEM88B", | |
| "TAFA5", | |
| "WFIKKN2", | |
| "CRYBA1", | |
| "FMR1NB", | |
| "GJD2", | |
| "NHEG1", | |
| "FAM222A", | |
| "OR5K4", | |
| "SPANXN1", | |
| "OR7A10", | |
| "C4BPA", | |
| "GCM2", | |
| "TLX2", | |
| "CCDC144NL", | |
| "ABRA", | |
| "ANKRD20A11P", | |
| "LGALS7", | |
| "HEPACAM2", | |
| "SNORA5B", | |
| "HORMAD2", | |
| "DUSP5P1", | |
| "TMC1", | |
| "POU3F1", | |
| "PAEP", | |
| "PGA4", | |
| "OR52E6", | |
| "C17orf78", | |
| "ISX", | |
| "OR4C3", | |
| "CLEC4M", | |
| "CATSPER4", | |
| "OR5A2", | |
| "POM121L10P", | |
| "GTF2IP1", | |
| "ELAC2", | |
| "PAX4", | |
| "KPLCE", | |
| "HNRNPA3P1", | |
| "KRTAP5-6", | |
| "HDGFL1", | |
| "ADH1A", | |
| "SPMIP3", | |
| "CCL3L1", | |
| "OR2A5", | |
| "SERPINC1", | |
| "LILRP2", | |
| "SYCE1", | |
| "SNAR-C3", | |
| "HCG18" | |
| ], | |
| "Coefficient": [ | |
| -2.7365822792075614, | |
| -2.070417287864609, | |
| 1.9947282051546211, | |
| -1.9461562753472006, | |
| -1.9036357882865746, | |
| -1.8989748613981698, | |
| 1.8673980676003483, | |
| 1.7073749036197092, | |
| -1.6746328509263029, | |
| 1.666991706337758, | |
| -1.6069309438617676, | |
| 1.5159448408208531, | |
| 1.488330353774754, | |
| 1.4696288107695221, | |
| 1.463515307972487, | |
| 1.4451212735696861, | |
| -1.4409354422453033, | |
| 1.4284837479097168, | |
| -1.3749163316800184, | |
| 1.3466637431423638, | |
| -1.3398984362354351, | |
| -1.312732014988713, | |
| 1.2916109230887005, | |
| -1.268547831746786, | |
| -1.2576815169827604, | |
| 1.2246695510808652, | |
| -1.2184111962678068, | |
| 1.1981758365382102, | |
| -1.1870765598090165, | |
| 1.1598086238906853, | |
| 1.1502746918076032, | |
| 1.1355659449636215, | |
| -1.1302278803718577, | |
| 1.118446385207549, | |
| -1.1036508593983236, | |
| -1.0988010126594279, | |
| 1.0937941307722456, | |
| -1.0934211256700739, | |
| 1.0899675222446426, | |
| 1.0750725584603127, | |
| -1.0581270141604615, | |
| 1.0356903488399714, | |
| 1.029289784979431, | |
| -1.0282504211057772, | |
| -1.0219748404780695, | |
| -1.0180205266441487, | |
| 1.014779916350955, | |
| 1.0087520944402117, | |
| -1.0063114070850236, | |
| 0.982261899241154, | |
| 0.9807587034568878, | |
| 0.9651187648906475, | |
| -0.9628789311012362, | |
| 0.9473877748881884, | |
| -0.9442180764857153, | |
| -0.9316954887182992, | |
| -0.9293815431878262, | |
| -0.9189048757961644, | |
| 0.9168501286144971, | |
| 0.9131359992303961, | |
| 0.9061966723655773, | |
| -0.8771375332440606, | |
| -0.8762532919045436, | |
| 0.870406674405297, | |
| -0.8692499613758744, | |
| 0.8652654480808329, | |
| -0.8649292325515653, | |
| 0.8618796531770331, | |
| 0.8592428975550763, | |
| 0.8586093480546991, | |
| -0.8482307456644744, | |
| 0.82876398611205, | |
| -0.8140075642578729, | |
| -0.8118649285892475, | |
| -0.8111240330900154, | |
| -0.8028118076372737, | |
| -0.7999477767604823, | |
| 0.7968319658101876, | |
| 0.7967996797486457, | |
| 0.7886410393242055, | |
| -0.7867140149752305, | |
| 0.7821034226669383, | |
| 0.7766095085337019, | |
| -0.7760101558385347, | |
| 0.7709868068364768, | |
| 0.7542391483532627, | |
| -0.7528901582038591, | |
| 0.7519737279136591, | |
| -0.7517521385617375, | |
| 0.7491274855180795, | |
| 0.7472010933188891, | |
| -0.7469515923444932, | |
| 0.742587052809725, | |
| 0.7379260032891674, | |
| 0.7376817778445561, | |
| -0.7363938244271772, | |
| -0.7339312047658465, | |
| 0.7321194136739874, | |
| 0.7275797645870709, | |
| -0.7275068286783415, | |
| -0.7262043247604909, | |
| -0.7117583278859124, | |
| 0.7026384110984588, | |
| 0.7023345243572866, | |
| -0.696951118041279, | |
| -0.6958865481031358, | |
| 0.6877303909823876, | |
| 0.6775949030305805, | |
| -0.6725201438882675, | |
| -0.6691062147341985, | |
| 0.6658274221712487, | |
| 0.6648430035671326, | |
| -0.6622136293764707, | |
| -0.6603437109530944, | |
| -0.6555423871218661, | |
| 0.6532153318733971, | |
| 0.6523956541654959, | |
| -0.6468758533640165, | |
| 0.6409551832105052, | |
| 0.6339425683694929, | |
| 0.6245048275198016, | |
| -0.6241994961026246, | |
| 0.6187568606765967, | |
| -0.6185345944000016, | |
| 0.615120479355244, | |
| -0.610588560076421, | |
| 0.602068823530505, | |
| 0.5913311254730514, | |
| -0.5863599551360907, | |
| 0.5857695317975702, | |
| -0.5799069534888743, | |
| 0.5730327494019681, | |
| -0.5729346859127384, | |
| -0.5727495219554518, | |
| -0.5721954044790782, | |
| 0.5694516644096835, | |
| -0.5692362295928752, | |
| 0.566501624193377, | |
| -0.5606138042042221, | |
| -0.5575614447332117, | |
| -0.5572421273780209, | |
| -0.5566957338013551, | |
| 0.553372831521129, | |
| 0.551699696549551, | |
| -0.547031870157126, | |
| -0.5449567629371397, | |
| -0.543882373893519, | |
| -0.5344501569014187, | |
| 0.5301973413454866, | |
| -0.5209981383187792, | |
| -0.518346036099359, | |
| 0.5144791007246193, | |
| -0.5081413110100819, | |
| 0.5065546651842064, | |
| -0.5060131877900391, | |
| -0.5034594333402507, | |
| -0.49660725054327737, | |
| -0.4952044987495027, | |
| 0.49484908433640046, | |
| -0.4926101403099521, | |
| -0.49137924199368554, | |
| 0.48555862850269593, | |
| 0.4830464084728348, | |
| 0.48267986708348737, | |
| -0.4802053909038604, | |
| -0.47959159343629565, | |
| 0.47532475813584407, | |
| 0.4696760864046227, | |
| -0.46375634374698216, | |
| 0.46244449630059375, | |
| -0.45588826998796333, | |
| -0.4542521024963537, | |
| -0.45216514262570845, | |
| 0.4449742139062129, | |
| -0.43816977927366846, | |
| -0.4375623030831838, | |
| 0.43729571240518017, | |
| 0.4343408590400694, | |
| -0.4334808399188595, | |
| 0.4307193822484565, | |
| 0.4250017011574599, | |
| 0.4204060153657125, | |
| 0.4170835382682601, | |
| 0.4160827146219685, | |
| 0.4131519361168301, | |
| 0.4131005769119201, | |
| 0.3905702476618496, | |
| -0.387064142191531, | |
| -0.38301042465488905, | |
| -0.37380683007395504, | |
| 0.3681593353070165, | |
| 0.3643537249991584, | |
| 0.36337139950913283, | |
| 0.36209016786481685, | |
| -0.3566796512671336, | |
| 0.35496902574515565, | |
| -0.3530718492165324, | |
| -0.3499070622953769, | |
| 0.34903166142341696, | |
| -0.3459087807709091, | |
| 0.3433596483227356, | |
| -0.33976102672101394, | |
| 0.3330660610663608, | |
| -0.3327611345178565, | |
| 0.33254085843563974, | |
| 0.33010137681868035, | |
| -0.32847507870982917, | |
| 0.32387792348015104, | |
| -0.3221562757020371, | |
| -0.3213150384894763, | |
| 0.32125401997609654, | |
| 0.3170798816699906, | |
| -0.3164074516849102, | |
| 0.31616690284401916, | |
| 0.31397537838091705, | |
| -0.3138058207445187, | |
| -0.31364493946062527, | |
| 0.3116172373991958, | |
| 0.31131122749490214, | |
| -0.31038797639930965, | |
| 0.3076300476677176, | |
| -0.30304155712146386, | |
| -0.30167574617072856, | |
| -0.3011680027322738, | |
| 0.29734649872651153, | |
| -0.29599333396926514, | |
| 0.2924812677538098, | |
| -0.2907021557887922, | |
| 0.2905362416469423, | |
| 0.28877747236163137, | |
| -0.2882344548842059, | |
| -0.28425952211952366, | |
| -0.2837166205988073, | |
| 0.2820334773049565, | |
| -0.27711516220579524, | |
| -0.26436442949969513, | |
| -0.26155090962234623, | |
| -0.25790161914164483, | |
| -0.2569920315764461, | |
| 0.256936605188281, | |
| -0.25194505419863833, | |
| -0.2435248015927357, | |
| -0.2422372563854641, | |
| -0.24199174542773277, | |
| -0.2390879306342826, | |
| 0.23023860752601308, | |
| 0.22727569325696692, | |
| 0.22114185253969146, | |
| -0.21824372334263162, | |
| -0.21783174348010573, | |
| -0.21654343125970896, | |
| 0.21427994012736779, | |
| 0.21263449394988376, | |
| -0.2121668642546341, | |
| 0.2120951233924933, | |
| -0.21093325347984868, | |
| -0.20862081703729163, | |
| -0.20593303021108472, | |
| -0.20564078203116107, | |
| -0.2027427324954171, | |
| -0.20192911898638538, | |
| -0.20134784790988897, | |
| -0.1969319864227785, | |
| -0.19552551062012571, | |
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| 0.18885863611597836, | |
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| ] | |
| }, | |
| "cv_performance": { | |
| "prediction": { | |
| "accuracy": 89.64912280701756, | |
| "precision": 89.64912280701756, | |
| "recall": 100.0, | |
| "f1": 94.50528693428292 | |
| }, | |
| "selection": { | |
| "precision": 0.19256124055721505, | |
| "recall": 0.6, | |
| "f1": 0.29153954836522694, | |
| "jaccard": 0.1461248345497044 | |
| } | |
| } | |
| } |