| { | |
| "significant_genes": { | |
| "Variable": [ | |
| "RASL10A", | |
| "PPEF1", | |
| "USP29", | |
| "DHRS2", | |
| "TAMALIN-AS1", | |
| "NALCN", | |
| "PCOLCE-AS1", | |
| "ODAPH", | |
| "IZUMO2", | |
| "TMCO5B", | |
| "FAM215A", | |
| "GTF2F2", | |
| "NEUROG3", | |
| "TBX5", | |
| "RANGAP1", | |
| "GDNF", | |
| "BNIPL", | |
| "PLA2G1B", | |
| "CIMIP2A", | |
| "CNR2", | |
| "MGC2889", | |
| "KRT24", | |
| "LMO1", | |
| "CFAP206", | |
| "HECW1-IT1", | |
| "RPS10P7", | |
| "GHRHR", | |
| "PNMA8B", | |
| "PPP4R4", | |
| "HCN1", | |
| "TRIM71", | |
| "CHRNE", | |
| "OR1C1", | |
| "A4GALT", | |
| "OR11A1", | |
| "CARD18", | |
| "ACSM5", | |
| "XRRA1", | |
| "PAX2", | |
| "PAGE5", | |
| "MRNIP", | |
| "TRHR", | |
| "ARHGAP39", | |
| "GUSBP5", | |
| "DENND10", | |
| "PKD2L2", | |
| "FAM9C", | |
| "IGHMBP2", | |
| "LIM2", | |
| "CSN3", | |
| "RNF212B", | |
| "SPRY2", | |
| "SAXO5", | |
| "ZYG11B", | |
| "DGCR6L", | |
| "ZNF366", | |
| "ABHD1", | |
| "IFNA1", | |
| "ADCY1", | |
| "EQTN", | |
| "TLCD5", | |
| "FAM241B", | |
| "ANP32D", | |
| "LEPR", | |
| "SSMEM1", | |
| "CAPN10", | |
| "OR5P3", | |
| "RNF152", | |
| "HCG4", | |
| "PTPN4", | |
| "GLRA2", | |
| "DEFB126", | |
| "CCDC168", | |
| "CYP24A1", | |
| "MEG9", | |
| "FZD9", | |
| "ADAM2", | |
| "DCDC2", | |
| "LAIR2", | |
| "KCNV2", | |
| "DBIL5P", | |
| "CARS1-AS1", | |
| "TRPC3", | |
| "CARF", | |
| "AHRR", | |
| "CDH9", | |
| "GALNT18", | |
| "PPIEL", | |
| "OR2A4", | |
| "THEM5", | |
| "MAPK8IP2", | |
| "ATP6V1G2", | |
| "MPIG6B", | |
| "SPRY4", | |
| "GSX2", | |
| "CFAP95", | |
| "HARBI1", | |
| "RNF185-AS1", | |
| "MYOZ1", | |
| "CC2D2B", | |
| "TSPAN15", | |
| "GPR75", | |
| "FUT1", | |
| "LEMD1", | |
| "MAGEE2", | |
| "PSG11", | |
| "ABCB9", | |
| "IQCD", | |
| "PDZD9", | |
| "PNRC1", | |
| "FOXS1", | |
| "FBXL9P", | |
| "DIRC1", | |
| "AURKC", | |
| "UBASH3B", | |
| "WFIKKN2", | |
| "GRK6", | |
| "CD300C", | |
| "HTR7", | |
| "IQCF4P", | |
| "DEFB108B", | |
| "MTBP", | |
| "CPNE9", | |
| "CETN1", | |
| "CCDC26", | |
| "CATR1", | |
| "APLN", | |
| "PNMA6A", | |
| "FLJ37201", | |
| "GNA14-AS1", | |
| "SPATS1", | |
| "CLN5", | |
| "ASIC1", | |
| "DLGAP1", | |
| "PLPPR1", | |
| "FIG4", | |
| "PCDHB18P", | |
| "TEX22", | |
| "MAMDC2-AS1", | |
| "FIGLA", | |
| "GRM5", | |
| "MEF2C-AS1", | |
| "ZBTB11-AS1", | |
| "TOE1", | |
| "WHRN", | |
| "CORO2B", | |
| "KRT32", | |
| "PLEKHA8P1", | |
| "RHOV", | |
| "LINC02878", | |
| "DYNLT5", | |
| "SPATA25", | |
| "MAPK14", | |
| "CCDC185", | |
| "GJD2", | |
| "RBFADN", | |
| "GABRG2", | |
| "PTPRT", | |
| "KCNA4", | |
| "NXNL2", | |
| "HAGLROS", | |
| "DLX6", | |
| "PTPRG-AS1", | |
| "NUP210L", | |
| "ATP13A5", | |
| "SCG5", | |
| "TSSK6", | |
| "H4C13", | |
| "DAO", | |
| "IZUMO1", | |
| "NUDT9P1", | |
| "GINS4", | |
| "SLC35G3", | |
| "KCNQ3", | |
| "JAKMIP1", | |
| "FAM53A", | |
| "RFPL1S", | |
| "SLC25A21", | |
| "WDR97", | |
| "VSNL1", | |
| "IFNA4", | |
| "PLCD3", | |
| "GLYATL1", | |
| "SSTR4", | |
| "HTN3", | |
| "PRR23E", | |
| "CRISP2", | |
| "LIPJ", | |
| "CFAP52", | |
| "CCDC148", | |
| "TANGO6", | |
| "DEUP1", | |
| "SPACA7", | |
| "ROR1-AS1", | |
| "ITPR1-DT", | |
| "VWA5B1", | |
| "LAMB2P1", | |
| "LHX9", | |
| "NT5C1A", | |
| "FER1L6-AS1", | |
| "PROX2", | |
| "OR51B5", | |
| "CEP131", | |
| "ITGBL1", | |
| "ZAN", | |
| "CNTNAP3", | |
| "DAOA-AS1", | |
| "DLEU7-AS1", | |
| "IBA57-DT", | |
| "STAB2", | |
| "SZT2", | |
| "IMPG2", | |
| "ZNF853", | |
| "CACNA2D2", | |
| "FRS3", | |
| "TAAR9", | |
| "HERC6", | |
| "ZMYND12", | |
| "DIRAS1", | |
| "LINC01600", | |
| "CDY1", | |
| "KRTAP9-9", | |
| "FAM230B", | |
| "RHBDL2", | |
| "UTF1", | |
| "ADGRG2", | |
| "DCAF4L2", | |
| "ZNF503-AS2", | |
| "SNTN", | |
| "GPR61", | |
| "OVGP1", | |
| "GUSBP1", | |
| "TAS2R39", | |
| "HOTAIR", | |
| "SPATA3", | |
| "OR1D2", | |
| "MAPKAP1", | |
| "AGER", | |
| "WWTR1-AS1", | |
| "TAS2R10", | |
| "LINC01587", | |
| "MUTYH", | |
| "SOST", | |
| "OR10H3", | |
| "SPATA42", | |
| "LHFPL4", | |
| "TFDP3", | |
| "CPLX3", | |
| "SIM2", | |
| "SOHLH2", | |
| "HYAL4", | |
| "PAX9", | |
| "ESPL1", | |
| "ZNF334", | |
| "NTN5", | |
| "UBQLN3", | |
| "UGT2B15", | |
| "ZNF157", | |
| "FGFRL1", | |
| "FGG", | |
| "TEX29", | |
| "SLC6A5", | |
| "FUT2", | |
| "LIPI", | |
| "KIR2DS3", | |
| "MAGEB4", | |
| "KCTD4", | |
| "TSPEAR-AS2", | |
| "KLHDC8A", | |
| "KCNK15", | |
| "CSPG4P1Y", | |
| "GRIA4", | |
| "CDNF", | |
| "ADCY5", | |
| "ZNF71", | |
| "ZMYND10", | |
| "C12orf54", | |
| "IFNA14", | |
| "SCGB1A1", | |
| "CFAP126", | |
| "PDX1", | |
| "ZNF26", | |
| "RHD", | |
| "TAF1L", | |
| "NFKBID", | |
| "NBR2", | |
| "ZNF257", | |
| "SLC19A4P", | |
| "HAO2", | |
| "AACSP1", | |
| "SLC30A2", | |
| "PPP4R3C", | |
| "LINC02870", | |
| "SPX", | |
| "YWHAQ", | |
| "FGB", | |
| "ZIC5", | |
| "TMCO5A", | |
| "CT55", | |
| "SLC25A41", | |
| "ULK4", | |
| "MIR34A", | |
| "SYBU", | |
| "TUNAR", | |
| "ESR2", | |
| "SFTA3", | |
| "POU6F2-AS2", | |
| "NMUR1", | |
| "CEACAM3", | |
| "ESX1", | |
| "GABRA4", | |
| "MT3", | |
| "DCSTAMP", | |
| "NFAM1", | |
| "FAM187B", | |
| "IKBKG", | |
| "DNAH17", | |
| "CEP72", | |
| "CYTL1", | |
| "C11orf42", | |
| "CD300LD-AS1", | |
| "CCN6", | |
| "NFYC-AS1", | |
| "ISM2", | |
| "CSN1S1", | |
| "NSUN4", | |
| "WDR53", | |
| "CCT8L2", | |
| "ZNF485", | |
| "SP3P", | |
| "MARK1", | |
| "CYLC1", | |
| "CD1E", | |
| "NPIPB15", | |
| "ADGRD1", | |
| "ATXN3L", | |
| "CCDC42", | |
| "MAP6D1", | |
| "CCDC81", | |
| "TKTL1", | |
| "TRIM50", | |
| "FAM171A2", | |
| "TMEM235", | |
| "RPAP1", | |
| "TTC23L", | |
| "PKDREJ", | |
| "MECR", | |
| "GABRB1", | |
| "PLD6", | |
| "C10orf55", | |
| "AMBN", | |
| "TAF1B", | |
| "TAB1", | |
| "SH3GL1P1", | |
| "SH3D21", | |
| "PCDHGA9", | |
| "IMPG1", | |
| "FOXJ1", | |
| "CFAP161", | |
| "MSX2", | |
| "MAPK15", | |
| "PLA2G3", | |
| "SLITRK4", | |
| "QRFPR", | |
| "ITIH4", | |
| "TAT", | |
| "FAM169BP", | |
| "DUS3L", | |
| "IL17A", | |
| "METTL21C", | |
| "WDR89", | |
| "FGF14-IT1", | |
| "GLB1L3", | |
| "LRRC39", | |
| "RAG2", | |
| "RAC3", | |
| "KIAA0319", | |
| "CIMIP4", | |
| "FABP3", | |
| "CDAN1", | |
| "TBC1D21", | |
| "NRG1", | |
| "IQCH", | |
| "USP46-DT", | |
| "ZAR1", | |
| "EGFEM1P", | |
| "TRPV6", | |
| "PYCARD-AS1", | |
| "CD207", | |
| "ARHGAP36", | |
| "LDHAL6B", | |
| "NTRK3-AS1", | |
| "PIH1D2", | |
| "IFNB1", | |
| "EPHA5", | |
| "REDIC1", | |
| "CTRC", | |
| "GRIK4", | |
| "KIAA1549", | |
| "GJA3", | |
| "FAM216B", | |
| "SLC29A4", | |
| "AIRE", | |
| "RAMP2-AS1", | |
| "USP3", | |
| "C4orf17", | |
| "SSX1", | |
| "USP26", | |
| "THNSL2", | |
| "STX18-AS1", | |
| "LENG9", | |
| "NRSN1", | |
| "UBAP1L", | |
| "DDX11L2", | |
| "BBS5", | |
| "KIAA0825", | |
| "PNPLA1", | |
| "CYP11B1", | |
| "ZPBP2", | |
| "BRDT", | |
| "NT5M", | |
| "PCDHGC3", | |
| "C8orf34", | |
| "POU3F3", | |
| "SPATA31F2P", | |
| "NPAS1", | |
| "TP53TG5", | |
| "ANKRD33", | |
| "ALOX12", | |
| "PCDH11X", | |
| "TMEM198", | |
| "ZIC1", | |
| "PTTG2", | |
| "PLAC8L1", | |
| "FOXB1", | |
| "KLHL10", | |
| "OSER1-DT", | |
| "RFPL1", | |
| "ADAMTS6", | |
| "ATAD3C", | |
| "OR7A10", | |
| "NUDT14", | |
| "CRPPA-AS1", | |
| "TAGLN3", | |
| "SDR16C5", | |
| "GPR161", | |
| "SCAND2P", | |
| "TOB1-AS1", | |
| "NKX2-8", | |
| "ZDHHC15", | |
| "AP5B1", | |
| "CCDC184", | |
| "SPATA16", | |
| "ANKUB1", | |
| "SEPTIN7P2", | |
| "POLR1H", | |
| "PMCHL1", | |
| "IQCF6", | |
| "SLX9", | |
| "OR4C1P", | |
| "KCNH3", | |
| "IFNL1", | |
| "OOSP2", | |
| "VENTXP1", | |
| "ZNF683", | |
| "SPHKAP", | |
| "SGCZ", | |
| "HPCAL4", | |
| "IL9R", | |
| "NUBP1", | |
| "DDX31", | |
| "CEP89", | |
| "OR2J2", | |
| "FRMD5", | |
| "PGBD5", | |
| "ARPP21", | |
| "SCARF1", | |
| "CTAGE1", | |
| "SLC7A13" | |
| ], | |
| "Coefficient": [ | |
| -2.3144521359936703, | |
| 2.2794777253252922, | |
| -2.064719012460566, | |
| 1.9321579090798378, | |
| 1.7994058295035844, | |
| 1.706627398278693, | |
| -1.5686231968220705, | |
| 1.561228747338354, | |
| -1.531327109271085, | |
| -1.5271108909386246, | |
| 1.5217753316382783, | |
| 1.5061015720002333, | |
| -1.4579224304864506, | |
| 1.4525382553831907, | |
| -1.4423335065946177, | |
| -1.4115307995761242, | |
| -1.2969058602333805, | |
| -1.2753479012830322, | |
| 1.2654952405558362, | |
| 1.2567013649897079, | |
| 1.2529583733640497, | |
| -1.239713077044933, | |
| 1.235208846159868, | |
| -1.2330774435069283, | |
| -1.1945227426929204, | |
| -1.176074150658528, | |
| 1.1710317468196216, | |
| 1.1697273422385526, | |
| 1.1481328609917771, | |
| 1.1448290045637914, | |
| -1.1391095431775704, | |
| 1.1312637956954794, | |
| 1.11983579131433, | |
| -1.1110554700713382, | |
| 1.1008624820915693, | |
| -1.0739427739591163, | |
| 1.0726214171750785, | |
| -1.067827136355873, | |
| 1.0275212876808344, | |
| 1.026156429850542, | |
| 1.0151370688931196, | |
| -1.0147280387985835, | |
| 1.0114441287206652, | |
| -1.0109949119350712, | |
| -1.0007897321429926, | |
| 0.9930716201500334, | |
| -0.9768477283132386, | |
| -0.9756221185570796, | |
| -0.9744787052031959, | |
| -0.968674119745683, | |
| 0.9667610323399961, | |
| -0.9624405101241623, | |
| 0.9499162311939539, | |
| -0.9413539620988712, | |
| 0.9358105606232816, | |
| -0.9296673802222123, | |
| -0.9280464783586332, | |
| -0.9272819761745319, | |
| 0.9255612587683043, | |
| 0.9241461840664, | |
| -0.910223490454451, | |
| -0.9083381542804687, | |
| 0.9039933428481919, | |
| 0.9024901389866703, | |
| 0.8968816125677856, | |
| -0.8892818914864526, | |
| 0.887363157593207, | |
| -0.8780581281179823, | |
| 0.876740941572611, | |
| -0.8657285576372525, | |
| -0.8633174935508289, | |
| 0.8600206550145649, | |
| 0.8520428597452765, | |
| 0.8488221565341176, | |
| 0.846654931915467, | |
| -0.8464339777874567, | |
| 0.8353570899475508, | |
| 0.8222511274596387, | |
| 0.8214283154334303, | |
| -0.8200676845495637, | |
| -0.8184001320045408, | |
| -0.814536871102669, | |
| 0.7942497513175123, | |
| -0.7895892286084968, | |
| -0.7853733445672172, | |
| 0.7743098704497938, | |
| 0.7643005736455584, | |
| -0.7602712069730442, | |
| 0.744218136088414, | |
| -0.7422323180226315, | |
| 0.7383315837654264, | |
| -0.7334575960496242, | |
| -0.7320687517191673, | |
| -0.731542640860287, | |
| 0.7231854298320661, | |
| 0.7184720109140446, | |
| -0.7166456018075931, | |
| -0.7161044236721072, | |
| -0.6971089404389617, | |
| 0.6948609484825748, | |
| 0.6895235759722779, | |
| -0.6831181040631471, | |
| 0.681052663036878, | |
| -0.6794035582705622, | |
| 0.6758190533751773, | |
| -0.6731800982711457, | |
| -0.6718588562188088, | |
| -0.6671412823734788, | |
| -0.658259446828874, | |
| -0.6510295120549223, | |
| -0.6353705544033065, | |
| -0.6331505995304944, | |
| -0.6265031981348606, | |
| 0.621937744480802, | |
| -0.6183116924324307, | |
| -0.6179113762666401, | |
| -0.6157186669393733, | |
| 0.6070650622170887, | |
| -0.6060077412726329, | |
| 0.6020564710835133, | |
| -0.5935865762024153, | |
| -0.5920057955715354, | |
| 0.5916836669363539, | |
| 0.5905820355369567, | |
| -0.5854962405737002, | |
| -0.5780551043201714, | |
| -0.5748474573075949, | |
| 0.5697384251167682, | |
| -0.5672641448046125, | |
| 0.5655204156190241, | |
| 0.5621307212627874, | |
| -0.5594681467157903, | |
| -0.5586457014349905, | |
| -0.5576178205446523, | |
| 0.5574892240877266, | |
| -0.5523240092806622, | |
| 0.5505788153692767, | |
| -0.5364835966158311, | |
| 0.5354849384683328, | |
| 0.5352507340390805, | |
| -0.5342540343722972, | |
| 0.5312418149294802, | |
| -0.5308826242950571, | |
| 0.5308754092735652, | |
| 0.5275637508492578, | |
| -0.5214754743549623, | |
| -0.518776883912588, | |
| -0.5154549971966713, | |
| -0.5128180820340871, | |
| -0.5123494959780089, | |
| 0.4983761707019069, | |
| -0.4913303103803168, | |
| -0.48948968665961434, | |
| -0.48528128119845465, | |
| -0.48478269581038974, | |
| 0.48463365324878893, | |
| -0.4832953422111217, | |
| 0.4817954908194675, | |
| 0.4809775406233525, | |
| -0.479736093505494, | |
| 0.4796931617250049, | |
| -0.47912806603948427, | |
| -0.4757103934157535, | |
| 0.47427661224246254, | |
| -0.473385147162376, | |
| -0.47247704603907814, | |
| 0.4717510871396341, | |
| 0.47122233288284987, | |
| -0.4677923455457238, | |
| 0.4677647249230172, | |
| -0.4657332173672186, | |
| -0.463379464584448, | |
| 0.46298621405842544, | |
| -0.4570824480014768, | |
| 0.456698371801352, | |
| 0.45524125182365743, | |
| -0.45467163302207214, | |
| -0.450042940901189, | |
| -0.44864272091741336, | |
| 0.44793017114697325, | |
| -0.4474249061822884, | |
| 0.4433677814564361, | |
| 0.44311251756223063, | |
| -0.442726459884242, | |
| -0.4399724698522061, | |
| 0.4397514641524326, | |
| 0.43859786207707296, | |
| 0.43737168935341525, | |
| 0.43377080842260457, | |
| 0.43370750122594937, | |
| 0.4238515852983938, | |
| -0.422540880790518, | |
| 0.4175706480437879, | |
| -0.41645017976536, | |
| -0.4151027400383187, | |
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| ], | |
| "Absolute Coefficient": [ | |
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| 2.2794777253252922, | |
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| }, | |
| "cv_performance": { | |
| "prediction": { | |
| "accuracy": 94.84536082474227, | |
| "precision": 94.84536082474227, | |
| "recall": 100.0, | |
| "f1": 97.34991762574533 | |
| }, | |
| "selection": { | |
| "precision": 0.9052104602976826, | |
| "recall": 1.2142857142857142, | |
| "f1": 1.0371830767301387, | |
| "jaccard": 0.5217323432429671 | |
| } | |
| } | |
| } |