| { | |
| "significant_genes": { | |
| "Variable": [ | |
| "RASL10A", | |
| "TAMALIN-AS1", | |
| "FOXS1", | |
| "TRHR", | |
| "PPEF1", | |
| "PPP4R4", | |
| "A4GALT", | |
| "TBX5", | |
| "NEUROG3", | |
| "SPRY2", | |
| "IZUMO2", | |
| "RANGAP1", | |
| "GHRHR", | |
| "BNIPL", | |
| "USP29", | |
| "PCOLCE-AS1", | |
| "TMCO5B", | |
| "EQTN", | |
| "OR11A1", | |
| "ODAPH", | |
| "MGC2889", | |
| "PNMA8B", | |
| "FZD9", | |
| "KCNA4", | |
| "ATP6V1G2", | |
| "CSN3", | |
| "FAM215A", | |
| "HCN1", | |
| "CARD18", | |
| "OR1C1", | |
| "SPACA7", | |
| "THEM5", | |
| "LEPR", | |
| "FBXL9P", | |
| "ARHGAP39", | |
| "KCNV2", | |
| "DHRS2", | |
| "DAOA-AS1", | |
| "ZNF366", | |
| "TP53TG5", | |
| "PAX2", | |
| "KRT24", | |
| "PKD2L2", | |
| "PLCD3", | |
| "PCDHB18P", | |
| "GDNF", | |
| "CSH1", | |
| "PLA2G1B", | |
| "MEG9", | |
| "SSMEM1", | |
| "RNF212B", | |
| "CNR2", | |
| "SLC35G3", | |
| "PROX2", | |
| "SPATA25", | |
| "CIMIP4", | |
| "NALCN", | |
| "KRT32", | |
| "CFAP206", | |
| "PPIEL", | |
| "MPIG6B", | |
| "CDH9", | |
| "GRK6", | |
| "GUSBP5", | |
| "DEFB126", | |
| "TLCD5", | |
| "PNMA6A", | |
| "TMCO5A", | |
| "RNF152", | |
| "PTPRT", | |
| "CCDC168", | |
| "DIRC1", | |
| "DENND10", | |
| "ZAN", | |
| "PTH2R", | |
| "UBASH3B", | |
| "GALNT18", | |
| "GLRA2", | |
| "ADGRD1", | |
| "MEF2C-AS1", | |
| "LHFPL4", | |
| "CFAP95", | |
| "GTF2F2", | |
| "HECW1-IT1", | |
| "KCNH3", | |
| "WWTR1-AS1", | |
| "GPR75", | |
| "SZT2", | |
| "SOHLH2", | |
| "TANGO6", | |
| "AP5B1", | |
| "FREY1", | |
| "ZYG11B", | |
| "TSSK6", | |
| "LIPJ", | |
| "NT5C1A", | |
| "UBAP1L", | |
| "GJD2", | |
| "IFNA1", | |
| "SLC30A2", | |
| "GNA14-AS1", | |
| "CDY1", | |
| "KRTAP9-9", | |
| "FGFRL1", | |
| "LIPI", | |
| "JAKMIP1", | |
| "MAGEB4", | |
| "AHRR", | |
| "H4C13", | |
| "SIM2", | |
| "ZNF208", | |
| "ADCY1", | |
| "TRIM71", | |
| "KRTAP1-5", | |
| "LEMD1", | |
| "WDR97", | |
| "PTPRG-AS1", | |
| "SAXO5", | |
| "IL17A", | |
| "HERC6", | |
| "GSX2", | |
| "UGT2B15", | |
| "ZSWIM2", | |
| "LINC02209", | |
| "TAAR9", | |
| "PYCARD-AS1", | |
| "MAPK8IP2", | |
| "OR10H3", | |
| "LIM2", | |
| "DYNLT5", | |
| "RNF185-AS1", | |
| "GINS4", | |
| "RPS10P7", | |
| "TEX22", | |
| "ADAD2", | |
| "PDZD9", | |
| "OR2A4", | |
| "CCDC42", | |
| "TRPC3", | |
| "STAB2", | |
| "IMPG2", | |
| "H2BC13", | |
| "IL25", | |
| "FAM9C", | |
| "KCTD4", | |
| "SLX9", | |
| "NPIPB15", | |
| "ABHD1", | |
| "DLX6", | |
| "BEX5", | |
| "PDX1", | |
| "KLHDC8A", | |
| "CCN6", | |
| "SPRY4", | |
| "LMO1", | |
| "CDNF", | |
| "CHRNE", | |
| "CAPN10", | |
| "UCP3", | |
| "OR51B5", | |
| "PGLYRP2", | |
| "CRX", | |
| "WFIKKN2", | |
| "NOG", | |
| "TAS2R10", | |
| "IQCD", | |
| "FUT1", | |
| "DLEU7-AS1", | |
| "TAF1L", | |
| "SLC12A5", | |
| "ZNF257", | |
| "LINC02870", | |
| "TSPAN15", | |
| "IBA57-DT", | |
| "DEUP1", | |
| "DMRT2", | |
| "EGFEM1P", | |
| "HMX1", | |
| "REDIC1", | |
| "TSPEAR-AS2", | |
| "BEST2", | |
| "CIMIP2A", | |
| "CLN5", | |
| "DGCR6L", | |
| "STX1B", | |
| "ITGA2B", | |
| "OR5P3", | |
| "ACSM5", | |
| "NTRK3-AS1", | |
| "ZMYND12", | |
| "ZNF544", | |
| "FAM230B", | |
| "CEP131", | |
| "SPX", | |
| "NTN5", | |
| "LENG9", | |
| "DCAF4L2", | |
| "GPR135", | |
| "SSTR4", | |
| "ATP13A5", | |
| "OR8B8", | |
| "PLGLB2", | |
| "SLC6A5", | |
| "GABRA4", | |
| "TBRG4", | |
| "KRT37", | |
| "CCDC70", | |
| "HAL", | |
| "GLB1L3", | |
| "ZPBP2", | |
| "SPATS1", | |
| "MPP4", | |
| "TOE1", | |
| "OR7A10", | |
| "ZNF17", | |
| "FAM53A", | |
| "FAM241B", | |
| "PLAC8L1", | |
| "CSN1S1", | |
| "CLRN1", | |
| "PATE2", | |
| "POU4F3", | |
| "LINC01587", | |
| "IMPG1", | |
| "KCNQ3", | |
| "PLEKHG7", | |
| "DBIL5P", | |
| "KRTAP8-1", | |
| "SP3P", | |
| "NXNL2", | |
| "CYP24A1", | |
| "CFAP20DC", | |
| "FAM66D", | |
| "OLAH", | |
| "TARDBP", | |
| "RHOV", | |
| "AIRE", | |
| "TTC23L", | |
| "GABRB1", | |
| "DIO2-AS1", | |
| "NAV2-AS5", | |
| "RBFADN", | |
| "C10orf55", | |
| "TTLL9", | |
| "SNTN", | |
| "PAXBP1-AS1", | |
| "CCDC185", | |
| "ZC3H6", | |
| "CATR1", | |
| "ANKRD33B", | |
| "NRG1", | |
| "CRELD1", | |
| "LAMB2P1", | |
| "C2CD6", | |
| "ZMYND10", | |
| "NBR2", | |
| "CARS1-AS1", | |
| "CBX3P2", | |
| "WHRN", | |
| "POLR1HASP", | |
| "APOA2", | |
| "FRRS1", | |
| "WBP2NL", | |
| "DEFB108B", | |
| "OR51I2", | |
| "XCR1", | |
| "XRRA1", | |
| "ANKUB1", | |
| "CACNB3", | |
| "PLA2G3", | |
| "PLPPR1", | |
| "FIGLA", | |
| "LOXHD1", | |
| "PCDHAC2", | |
| "LINC02909", | |
| "MAGEA11", | |
| "SPAG8", | |
| "FGB", | |
| "ANP32D", | |
| "FGF4", | |
| "GBX2", | |
| "KLHL11", | |
| "C8orf48", | |
| "ACSBG1", | |
| "BBS5", | |
| "ITGBL1", | |
| "ABCB9", | |
| "KCNA6", | |
| "OOSP2", | |
| "ZNF71", | |
| "CD300C", | |
| "KCNK13", | |
| "CNPY1", | |
| "GCM1", | |
| "C9orf50", | |
| "LAIR2", | |
| "TMEM108", | |
| "NXF5", | |
| "EFHB", | |
| "PAX9", | |
| "FAM230C", | |
| "MIR34A", | |
| "NSUN4", | |
| "METTL21C", | |
| "CCDC26", | |
| "MAPK15", | |
| "DGCR11", | |
| "FGF14-IT1", | |
| "KLF1", | |
| "LINC01590", | |
| "IQGAP3", | |
| "ZNF683", | |
| "ATRNL1", | |
| "CCDC148", | |
| "SSX1", | |
| "APLN", | |
| "CRPPA-AS1", | |
| "RFPL1S", | |
| "PPM1N", | |
| "CRCT1", | |
| "MAP1S", | |
| "CETN1", | |
| "NFYC-AS1", | |
| "OR1D2", | |
| "WIF1", | |
| "CDH16", | |
| "MIA", | |
| "PLD6", | |
| "CCDC78", | |
| "ATP6V1E1", | |
| "TUNAR", | |
| "CFAP126", | |
| "ROR1-AS1", | |
| "HMHB1", | |
| "IFNA14", | |
| "MTNR1A", | |
| "FGG", | |
| "LINC02878", | |
| "KRTAP5-9", | |
| "TKTL1", | |
| "KRBOX1", | |
| "C12orf54", | |
| "AACSP1", | |
| "FAM131B", | |
| "PRTG", | |
| "LIPC", | |
| "CACNA2D2", | |
| "ARMC3", | |
| "SH3GL1P1", | |
| "AMBN", | |
| "RAD51D", | |
| "GSTT2", | |
| "FAM227B", | |
| "ATXN3L", | |
| "S1PR5", | |
| "GGN", | |
| "FRS3", | |
| "ZNF543", | |
| "SLC25A21", | |
| "SLIT1", | |
| "MRNIP", | |
| "RETN", | |
| "TBC1D21", | |
| "NRSN1", | |
| "CFAP161", | |
| "SLC29A2", | |
| "PKDREJ", | |
| "CYREN", | |
| "GPR61", | |
| "ASIC1", | |
| "CALHM1", | |
| "ZFR2", | |
| "AURKC", | |
| "GABRG2", | |
| "IQCH", | |
| "HYPK", | |
| "TTLL11", | |
| "ZNF320", | |
| "SNHG22", | |
| "MOG", | |
| "HAGLROS", | |
| "DIRAS1", | |
| "PACRG", | |
| "IFNA4", | |
| "HARBI1", | |
| "DAO", | |
| "CLEC4G", | |
| "HCG9", | |
| "PTTG2", | |
| "OR10J1", | |
| "MAMDC2-AS1", | |
| "NUP210L", | |
| "MAPKAP1", | |
| "PIGM", | |
| "CRTAC1", | |
| "NTNG2", | |
| "DISC1", | |
| "PLA2G2F", | |
| "TMEM232", | |
| "BACE1", | |
| "SYBU", | |
| "CT55", | |
| "GBP6", | |
| "TAAR3P", | |
| "HERC2P7", | |
| "PKN3", | |
| "PCGF2", | |
| "SPHKAP", | |
| "ADAM2", | |
| "MYO1H", | |
| "SYCE1", | |
| "SYT5", | |
| "GJA8", | |
| "MT3", | |
| "HERC2P3", | |
| "FRY-AS1", | |
| "UPP2", | |
| "AP3B2", | |
| "FAM171A2", | |
| "CEP72", | |
| "TMEM79", | |
| "FAM83C-AS1", | |
| "ZNF429", | |
| "SERPINB12", | |
| "DOC2B", | |
| "VENTXP1", | |
| "IQCF4P", | |
| "RIGI", | |
| "TRPV6", | |
| "OPN1SW", | |
| "ATP1B4", | |
| "NLRP4", | |
| "OR2J2", | |
| "PNRC1", | |
| "CTNNA2", | |
| "PAGE5", | |
| "DCDC2", | |
| "FSIP1", | |
| "CITED1", | |
| "ESX1", | |
| "PRG4", | |
| "PRDM16", | |
| "TNFSF13", | |
| "DLGAP1", | |
| "SLC25A37", | |
| "CEP89", | |
| "PAX1", | |
| "NDUFV1-DT", | |
| "DRC3", | |
| "KCNRG", | |
| "LRRC37A5P", | |
| "GALR1", | |
| "MYH7", | |
| "CRYGA", | |
| "STARD7-AS1", | |
| "PODXL2", | |
| "SYCP2L", | |
| "RFPL1", | |
| "ZNF334", | |
| "SLC32A1", | |
| "CFAP52", | |
| "BRINP1" | |
| ], | |
| "Coefficient": [ | |
| -2.176786567350072, | |
| 2.1131301459340044, | |
| -1.8283705278721487, | |
| -1.803670784712568, | |
| 1.7969385099057265, | |
| 1.7859987209139612, | |
| -1.7738576469035612, | |
| 1.7724638968610793, | |
| -1.7484003044995404, | |
| -1.7324202261789323, | |
| -1.684876111469084, | |
| -1.6607302335265977, | |
| 1.5288887593952056, | |
| -1.5213117055433014, | |
| -1.517867352673371, | |
| -1.4826287040891901, | |
| -1.4671101013284777, | |
| 1.4301435034267456, | |
| 1.423496561226062, | |
| 1.3935181604701419, | |
| 1.3740495487269844, | |
| 1.3697422510309876, | |
| -1.3658271516249343, | |
| 1.3656526337188082, | |
| -1.3196816417407253, | |
| -1.3179447668726436, | |
| 1.3014487435750397, | |
| 1.279201005155853, | |
| -1.2553393839523013, | |
| 1.2529658956085803, | |
| 1.2429969800285785, | |
| -1.2331619500862776, | |
| 1.2210653888467962, | |
| -1.203107183151487, | |
| 1.1963374260863213, | |
| -1.1936853190593617, | |
| 1.1891932504830671, | |
| -1.142401294720344, | |
| -1.1297480582133834, | |
| 1.1095399557748968, | |
| 1.1007132641155337, | |
| -1.0990796177274638, | |
| 1.0824945655285119, | |
| 1.0762719205458746, | |
| 1.0644396732153059, | |
| -1.062074510031534, | |
| 1.054743689069034, | |
| -1.0278998685018494, | |
| 1.0184057326942557, | |
| 0.9994937777727431, | |
| 0.9964675362434051, | |
| 0.9746300912235045, | |
| 0.9579203171757887, | |
| -0.9459657875491627, | |
| -0.9448331390489155, | |
| -0.9418076233393511, | |
| 0.9350752256909319, | |
| -0.9242846627873774, | |
| -0.9187356415631015, | |
| -0.9125257284176906, | |
| -0.8951831483261753, | |
| 0.8947605281197807, | |
| -0.8823052162773675, | |
| -0.862128771521954, | |
| 0.8477091893658402, | |
| -0.843046714151009, | |
| 0.83631703254295, | |
| 0.8330620933170718, | |
| -0.8231267581072627, | |
| 0.8192762133564634, | |
| 0.8008928366186253, | |
| -0.8005135382360942, | |
| -0.799259147398124, | |
| 0.7929108617483074, | |
| 0.7924843331287369, | |
| -0.7797443625298955, | |
| 0.7777965218976107, | |
| -0.769973433291471, | |
| 0.7692521045925726, | |
| 0.7691644940149885, | |
| -0.7598119985395282, | |
| 0.7502019567999998, | |
| 0.7501858447807095, | |
| -0.7493934570734159, | |
| 0.7483443059863741, | |
| 0.7478380162944734, | |
| -0.7328837673357566, | |
| 0.7205685586826612, | |
| -0.7204504295043758, | |
| 0.7124370850531229, | |
| 0.7118523818070025, | |
| -0.7098749501855861, | |
| -0.709552529410402, | |
| 0.7017797560435679, | |
| 0.6987884013084394, | |
| 0.6877372826733846, | |
| -0.6860508859370391, | |
| -0.6845555017912474, | |
| -0.6836794119826322, | |
| -0.683019111846969, | |
| 0.6776142850972722, | |
| -0.6743278107716234, | |
| -0.6671041055380529, | |
| 0.6616368678417032, | |
| -0.6545451765631586, | |
| 0.6434191244240884, | |
| 0.6431201291674169, | |
| -0.6429329203181914, | |
| 0.6417698149635256, | |
| -0.6270415021917918, | |
| 0.6253586082773284, | |
| 0.6247458649287931, | |
| -0.6235859829555493, | |
| 0.6217249133426769, | |
| -0.6211113248442429, | |
| -0.615912216234261, | |
| -0.615592138227492, | |
| 0.609122030877806, | |
| 0.608794777805567, | |
| -0.6033928961160864, | |
| 0.6019472902241599, | |
| 0.5995351332251804, | |
| 0.5988516855893644, | |
| -0.5987167374891458, | |
| -0.5956911495023831, | |
| -0.5916433575063877, | |
| 0.588677437918559, | |
| -0.5835230677057005, | |
| -0.5808334264732158, | |
| 0.5768654549443069, | |
| -0.5752456351232225, | |
| -0.5722823892076149, | |
| -0.567169318869267, | |
| -0.5655269669942915, | |
| -0.5612967057183164, | |
| -0.5612026091289019, | |
| 0.5577401749810098, | |
| 0.5533104990925556, | |
| 0.5501816467605254, | |
| 0.5458246873216598, | |
| -0.5336910652630596, | |
| 0.5300675567828177, | |
| -0.526444916038373, | |
| -0.5262760890872914, | |
| -0.5257646561783698, | |
| -0.5251008853452258, | |
| 0.5246116795874908, | |
| -0.5235750813704388, | |
| -0.5222237518463444, | |
| -0.5221423903546154, | |
| -0.5217209069066632, | |
| -0.5191364044560165, | |
| -0.5187603332338988, | |
| -0.5171490529292231, | |
| 0.5152265077891064, | |
| 0.5148088781555231, | |
| 0.5025594570165488, | |
| -0.4964049709941057, | |
| 0.4907433909467891, | |
| 0.48052579672936785, | |
| -0.4802033423808337, | |
| 0.47862347723152965, | |
| -0.47848019132225067, | |
| -0.4756265763216756, | |
| -0.4749609718675744, | |
| -0.4720873711520885, | |
| 0.47150484720531183, | |
| -0.46887144720761387, | |
| 0.4649696285984511, | |
| 0.4646512437902954, | |
| -0.4587696599127057, | |
| -0.4546554130848505, | |
| 0.45193404340753635, | |
| 0.45082243507798947, | |
| -0.43989666694792273, | |
| 0.4396710701249288, | |
| -0.4302877973522768, | |
| -0.43013706524946155, | |
| 0.42772095746819955, | |
| 0.4253391505963358, | |
| -0.42520257806527656, | |
| 0.4227061459862068, | |
| -0.42215912832077046, | |
| 0.42162019847372534, | |
| -0.4208227215972675, | |
| 0.4200577365408636, | |
| 0.418922525632867, | |
| 0.4185199993647847, | |
| -0.41529728456750603, | |
| -0.4149870085297416, | |
| -0.4096312266482524, | |
| -0.40895848632676945, | |
| 0.40875398659183654, | |
| 0.40619651552981373, | |
| -0.4039004327081026, | |
| 0.3975978130593606, | |
| 0.39751901639230164, | |
| -0.3932971704116391, | |
| -0.38810324916627786, | |
| -0.3876185378451942, | |
| 0.38167141617781997, | |
| -0.3807234430823236, | |
| 0.378990765306385, | |
| 0.3786983021707579, | |
| -0.3777446607748005, | |
| -0.36946335934665137, | |
| -0.36450533050274647, | |
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| ], | |
| "Absolute Coefficient": [ | |
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| }, | |
| "cv_performance": { | |
| "prediction": { | |
| "accuracy": 94.84536082474227, | |
| "precision": 94.84536082474227, | |
| "recall": 100.0, | |
| "f1": 97.34991762574533 | |
| }, | |
| "selection": { | |
| "precision": 1.289778283251792, | |
| "recall": 1.7142857142857142, | |
| "f1": 1.471988649764286, | |
| "jaccard": 0.7421782198592123 | |
| } | |
| } | |
| } |