| { | |
| "significant_genes": { | |
| "Variable": [ | |
| "DHRS2", | |
| "RASL10A", | |
| "USP29", | |
| "BNIPL", | |
| "TAMALIN-AS1", | |
| "NEUROG3", | |
| "IZUMO2", | |
| "A4GALT", | |
| "GSX2", | |
| "GDNF", | |
| "PPEF1", | |
| "PPP4R4", | |
| "EQTN", | |
| "GUSBP5", | |
| "TMCO5B", | |
| "GLRA2", | |
| "ODAPH", | |
| "FOXS1", | |
| "RNF212B", | |
| "PCOLCE-AS1", | |
| "DAOA-AS1", | |
| "FAM215A", | |
| "PLCD3", | |
| "TBX5", | |
| "FZD9", | |
| "AHRR", | |
| "DENND10", | |
| "ZNF26", | |
| "HCN1", | |
| "KRT24", | |
| "OR1C1", | |
| "PAX2", | |
| "MGC2889", | |
| "DIRAS1", | |
| "SIM2", | |
| "KCNV2", | |
| "GPR75", | |
| "PLA2G1B", | |
| "GHRHR", | |
| "TLCD5", | |
| "CFAP95", | |
| "CARD18", | |
| "TRHR", | |
| "ACSM5", | |
| "CD300C", | |
| "PNMA8B", | |
| "CSN3", | |
| "KRTAP1-5", | |
| "SPACA7", | |
| "ADGRG2", | |
| "KCNA4", | |
| "CIMIP4", | |
| "ADAMTS6", | |
| "NTN5", | |
| "MEG9", | |
| "GALNT18", | |
| "RANGAP1", | |
| "THEM5", | |
| "PNMA6A", | |
| "TEX22", | |
| "OOSP2", | |
| "LEPR", | |
| "TP53TG5", | |
| "DEUP1", | |
| "PKD2L2", | |
| "PCDHB18P", | |
| "ANP32D", | |
| "CNR2", | |
| "GINS4", | |
| "PTPRG-AS1", | |
| "ADCY1", | |
| "ARHGAP39", | |
| "IQCD", | |
| "WWTR1-AS1", | |
| "NT5C1A", | |
| "CAPN10", | |
| "OR11A1", | |
| "CCDC168", | |
| "CIMIP2A", | |
| "ATP6V1G2", | |
| "TAAR9", | |
| "MPIG6B", | |
| "SSMEM1", | |
| "TSSK6", | |
| "DLGAP1", | |
| "ADAD2", | |
| "TUNAR", | |
| "TAS2R10", | |
| "H2BC13", | |
| "DCAF4L2", | |
| "HARBI1", | |
| "XCR1", | |
| "CCDC148", | |
| "NTRK3-AS1", | |
| "NSUN4", | |
| "NALCN", | |
| "SSTR4", | |
| "CARF", | |
| "SZT2", | |
| "ZMYND12", | |
| "LEMD1", | |
| "GPR135", | |
| "FGFRL1", | |
| "PDZD9", | |
| "CHRNE", | |
| "ZNF366", | |
| "TANGO6", | |
| "KLHDC8A", | |
| "GABRG2", | |
| "UGT2B15", | |
| "ABHD1", | |
| "MRNIP", | |
| "BEX5", | |
| "OR5P3", | |
| "TRIM71", | |
| "CBY3", | |
| "LIM2", | |
| "SLC30A2", | |
| "H4C13", | |
| "FGG", | |
| "PPM1N", | |
| "MAPK14", | |
| "COMMD5", | |
| "SPATA25", | |
| "DEFB126", | |
| "CALHM1", | |
| "CETN1", | |
| "RNF185-AS1", | |
| "TMLHE", | |
| "CCDC42", | |
| "WDR97", | |
| "CDY1", | |
| "FBXL9P", | |
| "ZSWIM2", | |
| "CNTD1", | |
| "RNF152", | |
| "MAPK15", | |
| "PROX2", | |
| "SLC35G3", | |
| "CDH9", | |
| "RETN", | |
| "GLB1L3", | |
| "SOHLH2", | |
| "ZMYND10", | |
| "PLEKHG7", | |
| "GDF9", | |
| "GABRA4", | |
| "IBA57-DT", | |
| "LINC02870", | |
| "CACNB3", | |
| "RPS10P7", | |
| "GJD2", | |
| "CCN6", | |
| "CCDC26", | |
| "PPIEL", | |
| "CSH1", | |
| "GTF2F2", | |
| "ANKRD33B", | |
| "MT3", | |
| "DLEU7-AS1", | |
| "FUT1", | |
| "NPAS1", | |
| "KEL", | |
| "CEP72", | |
| "DIRC1", | |
| "IL1RAPL2", | |
| "KCNH3", | |
| "C10orf55", | |
| "MAGEB4", | |
| "MAP3K7CL", | |
| "LAIR2", | |
| "IL25", | |
| "OR2A4", | |
| "LIPI", | |
| "AIRE", | |
| "ZBTB20-AS1", | |
| "DLX6", | |
| "NACA4P", | |
| "CDNF", | |
| "DAO", | |
| "MPP4", | |
| "IFNA1", | |
| "DNM1P35", | |
| "CFAP206", | |
| "MYOZ1", | |
| "IL17A", | |
| "FAM9C", | |
| "DYNLT5", | |
| "PTH2R", | |
| "TTC23L", | |
| "FIG4", | |
| "GNA14-AS1", | |
| "OR8B8", | |
| "ATRNL1", | |
| "IDI2", | |
| "CYP24A1", | |
| "UBAP1L", | |
| "CRCT1", | |
| "KCNMB3", | |
| "SPRY4", | |
| "PCDHGA9", | |
| "PCDHAC2", | |
| "KRBA1", | |
| "STX1B", | |
| "LMO1", | |
| "SPX", | |
| "SENP5", | |
| "CCDC185", | |
| "LIPJ", | |
| "GRK6", | |
| "CATR1", | |
| "SLIT1", | |
| "SRPK3", | |
| "CRELD1", | |
| "STAB2", | |
| "PLD6", | |
| "VSNL1", | |
| "C10orf95", | |
| "XRCC3", | |
| "PSG11", | |
| "WBP2NL", | |
| "SLC6A5", | |
| "KRT32", | |
| "FGB", | |
| "FRRS1", | |
| "TRPC3", | |
| "ITGBL1", | |
| "SPMIP8", | |
| "LINC02878", | |
| "DGCR6L", | |
| "MAGEA11", | |
| "NPIPB15", | |
| "CYREN", | |
| "COL20A1", | |
| "SNHG17", | |
| "TSPO2", | |
| "GBX2", | |
| "HS3ST5", | |
| "SLC25A21", | |
| "PLPPR1", | |
| "OVCH1-AS1", | |
| "POLR1HASP", | |
| "OR51I2", | |
| "ABCB9", | |
| "IMPG2", | |
| "UBASH3B", | |
| "SPATS1", | |
| "PIGM", | |
| "GCM1", | |
| "GPR61", | |
| "CA14", | |
| "FREM1", | |
| "JAKMIP1", | |
| "C12orf54", | |
| "ATP13A5", | |
| "NDUFV1-DT", | |
| "HECW1-IT1", | |
| "ACSBG1", | |
| "KMT5A", | |
| "EN1", | |
| "SLC38A4", | |
| "SLX9", | |
| "TSPEAR-AS2", | |
| "IFNA4", | |
| "RNF157-AS1", | |
| "OR7A10", | |
| "EIF1AY", | |
| "AURKC", | |
| "CLCNKB", | |
| "UBIAD1", | |
| "CRPPA-AS1", | |
| "SCAND2P", | |
| "BBS5", | |
| "HTR7", | |
| "C2CD6", | |
| "CD207", | |
| "TSPAN15", | |
| "KLF1", | |
| "C8A", | |
| "ITGA2B", | |
| "PAX9", | |
| "ZYG11B", | |
| "TMEM79", | |
| "TBC1D21", | |
| "KCNQ3", | |
| "OR51B5", | |
| "SYCE1", | |
| "PLA2G3", | |
| "LINC01555", | |
| "CD300LD-AS1", | |
| "FAM83C-AS1", | |
| "PMCHL1", | |
| "ST8SIA3", | |
| "PYCARD-AS1", | |
| "LHFPL4", | |
| "FLJ30679", | |
| "C8orf48", | |
| "LRFN1", | |
| "SCG5", | |
| "CFAP52", | |
| "DGCR11", | |
| "PCDHA5", | |
| "DCSTAMP", | |
| "RPAP1", | |
| "OR10H3", | |
| "AP5B1", | |
| "VENTXP1", | |
| "PCDHGB8P", | |
| "WFIKKN2", | |
| "SYBU", | |
| "ZNF683", | |
| "WHRN", | |
| "LCN12", | |
| "APOF", | |
| "LINC02909", | |
| "IZUMO1", | |
| "ERVH-3", | |
| "SPAG17", | |
| "ELOVL3", | |
| "OLAH", | |
| "FAM230B", | |
| "SNX22", | |
| "WDR38", | |
| "INCENP", | |
| "IQGAP3", | |
| "APLN", | |
| "NOG", | |
| "SP3P", | |
| "LOXHD1", | |
| "CCSER1", | |
| "CIDECP1", | |
| "PCDH11X", | |
| "OSMR", | |
| "ASCL5", | |
| "GABRB1", | |
| "MIR34A", | |
| "SPRY2", | |
| "ITPR1-DT", | |
| "ANGEL1", | |
| "CRB1", | |
| "ZNF544", | |
| "NFYC-AS1", | |
| "PTTG2", | |
| "HMBOX1", | |
| "PLA2G2F", | |
| "SH3D21", | |
| "AGTR2", | |
| "SYCP2L", | |
| "FAM53A", | |
| "HAO2", | |
| "ELOVL4", | |
| "CFAP161", | |
| "ATP1B4", | |
| "EML2-AS1", | |
| "DCDC2", | |
| "FANCE", | |
| "CAV3", | |
| "TRPV6", | |
| "SNX31", | |
| "REDIC1", | |
| "RRN3", | |
| "DBIL5P", | |
| "ZAR1", | |
| "ROR1-AS1", | |
| "AACSP1", | |
| "ANKLE1", | |
| "TYRP1", | |
| "AP3B2", | |
| "ESX1", | |
| "XKR6", | |
| "PRDM11", | |
| "KRTAP5-9", | |
| "CNTNAP3", | |
| "NAV2-AS5", | |
| "PAGE5", | |
| "BEST2", | |
| "TENM3", | |
| "ADAM2", | |
| "ZNF543", | |
| "SPACA1", | |
| "ORC5", | |
| "REC8", | |
| "HMX1", | |
| "GJA8", | |
| "POU2AF2", | |
| "KRTAP1-1", | |
| "DCTN1-AS1", | |
| "DEFB119", | |
| "PRAMEF10", | |
| "ULK4", | |
| "LINC01600", | |
| "APOA2", | |
| "PKD1L1", | |
| "SLC12A5", | |
| "MAGEE2", | |
| "DEFB108B", | |
| "ANKUB1", | |
| "CRX", | |
| "LGI3", | |
| "BOLA2", | |
| "FAM169BP", | |
| "FAM223B", | |
| "OR51B6", | |
| "SAGE1", | |
| "UGT2B4", | |
| "ZNF503-AS2", | |
| "HERC2P7", | |
| "GUSBP1", | |
| "ARIH2OS", | |
| "METTL21C", | |
| "DUS3L", | |
| "IMPG1", | |
| "ATPAF2", | |
| "SERPINA5", | |
| "GOLGA6L2", | |
| "FAM241B", | |
| "CNPY1", | |
| "PTPRT", | |
| "SH3GL1P1", | |
| "ATXN3L", | |
| "KRT31", | |
| "KRTAP9-9", | |
| "RFPL1S", | |
| "GALR1", | |
| "MAP1S", | |
| "KCNJ6", | |
| "PDX1", | |
| "UCP3", | |
| "KRTAP19-3", | |
| "HMHB1", | |
| "SLC32A1", | |
| "ACP4", | |
| "ZAN", | |
| "MARCHF11", | |
| "ZC3H6", | |
| "SPMAP2", | |
| "RBFADN", | |
| "FAM167B", | |
| "KRTAP8-1", | |
| "HOXC4", | |
| "MYO1H", | |
| "ZNF157", | |
| "CCT8L2", | |
| "HERC6", | |
| "CPT1C", | |
| "EFCAB2", | |
| "ALDH1L2", | |
| "MROH9", | |
| "TTC16", | |
| "B4GALNT4", | |
| "SLIT2-IT1", | |
| "DYNLRB2", | |
| "ZNF221", | |
| "DNAH17", | |
| "BRINP1", | |
| "MTNR1A", | |
| "CHST13", | |
| "SAXO5", | |
| "OR2S2", | |
| "GSTT2", | |
| "HOTAIR", | |
| "CHRNB3", | |
| "SCARF1", | |
| "GHET1", | |
| "ATP6V1E1", | |
| "MATN4", | |
| "OR2F2", | |
| "WIF1", | |
| "IQCF4P", | |
| "OSER1-DT", | |
| "CYP11B1", | |
| "FRY-AS1", | |
| "HAGLROS", | |
| "MAPKAP1", | |
| "CHRND", | |
| "VASH2", | |
| "OVGP1", | |
| "CARS1-AS1", | |
| "CIMIP2C", | |
| "RCVRN", | |
| "IRF9", | |
| "H2AC4", | |
| "TAAR3P", | |
| "ZIC1", | |
| "TENM2", | |
| "CLRN1", | |
| "TMA7", | |
| "CCDC70", | |
| "TNFSF13", | |
| "MAPK8IP2", | |
| "PCGF2", | |
| "TMCO5A", | |
| "IFNA14", | |
| "PRR18", | |
| "TOE1", | |
| "PLGLB2", | |
| "ZIC2", | |
| "SSX1", | |
| "CEP131", | |
| "SLC29A2", | |
| "ZACN", | |
| "SCGB1A1", | |
| "LDHAL6B", | |
| "FRRS1L", | |
| "HYAL4", | |
| "PDCD1", | |
| "KCNJ5-AS1", | |
| "GNRHR", | |
| "GBP6", | |
| "CACNA1E", | |
| "KRTAP4-12", | |
| "CYTL1", | |
| "FAM131B", | |
| "GGN", | |
| "LINC01587", | |
| "CCDC17", | |
| "SPATA31F2P", | |
| "RNF34", | |
| "GLI2", | |
| "TSSK4", | |
| "PWAR5", | |
| "LINC02209", | |
| "OR1F1", | |
| "CRTAC1", | |
| "NETO1", | |
| "GRIA1", | |
| "DISC1", | |
| "DRC3", | |
| "LIPC", | |
| "LYRM2", | |
| "HERC2P3", | |
| "CFAP157", | |
| "UBQLN3", | |
| "ELMO1", | |
| "RIGI", | |
| "RFPL1", | |
| "IL21", | |
| "PRDM16", | |
| "IQCF6", | |
| "CYP4F29P", | |
| "PCARE", | |
| "ZNF583", | |
| "XRRA1", | |
| "DMRT2", | |
| "LRFN2", | |
| "ETV1", | |
| "APRG1", | |
| "FRS3", | |
| "MEF2C-AS1", | |
| "LECT2", | |
| "TAF1L", | |
| "TKTL1", | |
| "USP49", | |
| "ZPBP2", | |
| "MAEL", | |
| "GJA3", | |
| "RFPL3", | |
| "GABRQ", | |
| "KCNRG", | |
| "NRSN1", | |
| "FREY1", | |
| "GNB1L", | |
| "ASB12", | |
| "ANKMY2", | |
| "POU6F2-AS2", | |
| "IQCH", | |
| "KCTD4", | |
| "TRIM50", | |
| "CHAC1", | |
| "MMP27", | |
| "PENK", | |
| "LINC02905", | |
| "SPINK13", | |
| "PATE2", | |
| "AMBN", | |
| "ZNF713", | |
| "MAGEA1" | |
| ], | |
| "Coefficient": [ | |
| 2.019217070956297, | |
| -2.0000300730889364, | |
| -1.7879162123644405, | |
| -1.7605210622458551, | |
| 1.7552134496990923, | |
| -1.7545139519969142, | |
| -1.7431120568989238, | |
| -1.7316030589571223, | |
| 1.6652339970457763, | |
| -1.6594222061524042, | |
| 1.6411231882928927, | |
| 1.59788737516271, | |
| 1.489056215107146, | |
| -1.4525645832939447, | |
| -1.4311934165400353, | |
| -1.3976413813211341, | |
| 1.384476743721901, | |
| -1.3568854872803597, | |
| 1.2944287791599285, | |
| -1.2856982082853001, | |
| -1.271654843763045, | |
| 1.2578576858659958, | |
| 1.2522629676034638, | |
| 1.2303931911914758, | |
| -1.1941689232377062, | |
| -1.1878108170244568, | |
| -1.1870603328279672, | |
| -1.1571267743570801, | |
| 1.1473246786822158, | |
| -1.1408105002499593, | |
| 1.1309075234116628, | |
| 1.129518971019015, | |
| 1.1155559332712395, | |
| 1.1103141458139287, | |
| -1.0205686699903522, | |
| -1.0192674591419675, | |
| -1.0180660137667779, | |
| -1.0151447381099827, | |
| 1.0143861480859837, | |
| -1.0107832656974218, | |
| 1.0064168223405152, | |
| -0.9822907348643052, | |
| -0.9790196634210631, | |
| 0.9706872701195656, | |
| 0.9703879117940646, | |
| 0.9653160901057745, | |
| -0.9456294947705629, | |
| 0.9434168533960209, | |
| 0.9379390242614634, | |
| 0.9332546566946065, | |
| 0.9287734378049044, | |
| -0.9145068046115535, | |
| 0.8952220705363585, | |
| -0.8949617237340899, | |
| 0.8945356804018216, | |
| 0.889528481832764, | |
| -0.880821666564549, | |
| -0.8805132562283612, | |
| 0.880030979922506, | |
| -0.8792847833076586, | |
| -0.8659726423475955, | |
| 0.864119403380651, | |
| 0.8461632893310604, | |
| -0.8381433336061346, | |
| 0.8238426362255726, | |
| 0.8190760836022687, | |
| 0.8185693235226446, | |
| 0.8145227937321825, | |
| -0.8143823735843727, | |
| -0.810414724664012, | |
| 0.8044389705636008, | |
| 0.7987255556225151, | |
| -0.7944668920647533, | |
| 0.7895900653933222, | |
| 0.7872179841617055, | |
| -0.7746208249393313, | |
| 0.7708547538137563, | |
| 0.7680516531239919, | |
| 0.7666735712947997, | |
| -0.7627984397705323, | |
| -0.7587728197742137, | |
| -0.7514278958447222, | |
| 0.7481050034986839, | |
| 0.7459837968114161, | |
| -0.7458829764636637, | |
| -0.7456538865902584, | |
| 0.740288481145675, | |
| -0.7371557965998992, | |
| 0.7337594100069249, | |
| 0.7328787368532964, | |
| -0.7251735475079057, | |
| 0.7246622967366674, | |
| 0.7239410316368722, | |
| -0.7147026942549073, | |
| 0.7102186865535943, | |
| 0.7087754879632481, | |
| -0.7087406154332123, | |
| -0.7067504452377963, | |
| 0.7036819450030406, | |
| -0.7022280249612721, | |
| -0.6872380618936882, | |
| -0.6851661997759513, | |
| 0.6790642439914045, | |
| -0.6789337233265681, | |
| 0.665119553551977, | |
| -0.6597677316089415, | |
| 0.6530523956298693, | |
| -0.6522558814001637, | |
| -0.6508085138427061, | |
| 0.643749259165297, | |
| -0.6437089847195793, | |
| 0.6418528598461685, | |
| -0.6412861282639741, | |
| 0.6400906604307443, | |
| -0.6385986060732247, | |
| 0.6358834129092942, | |
| -0.6336999849666903, | |
| -0.6278143385226667, | |
| 0.6242667571900377, | |
| -0.6163555608179525, | |
| 0.6037326424710328, | |
| -0.6031688392428836, | |
| -0.6027311025656156, | |
| -0.6020936348967079, | |
| 0.6020774890532407, | |
| -0.5993374648327479, | |
| 0.5985552265845145, | |
| -0.5921020168730268, | |
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| 6.0146365199622106e-05 | |
| ], | |
| "Absolute Coefficient": [ | |
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| }, | |
| "cv_performance": { | |
| "prediction": { | |
| "accuracy": 94.84536082474227, | |
| "precision": 94.84536082474227, | |
| "recall": 100.0, | |
| "f1": 97.34991762574533 | |
| }, | |
| "selection": { | |
| "precision": 1.1369266330503804, | |
| "recall": 1.9285714285714284, | |
| "f1": 1.4305057782848805, | |
| "jaccard": 0.7209503016034662 | |
| } | |
| } | |
| } |