| { | |
| "significant_genes": { | |
| "Variable": [ | |
| "CT47A1", | |
| "COX7A2L", | |
| "HYAL6P", | |
| "AASS", | |
| "ZNF410", | |
| "OR1Q1", | |
| "GTPBP10", | |
| "MMP7", | |
| "NETO1", | |
| "HOXC11", | |
| "ZNF878", | |
| "ZNF578", | |
| "SPANXA2", | |
| "TSPY1", | |
| "TCERG1L", | |
| "GABRR3", | |
| "PLAGL1", | |
| "CHRNB1", | |
| "GOLGA8DP", | |
| "HCN1", | |
| "CTAG2", | |
| "OR51L1", | |
| "RPL23AP7", | |
| "C10orf62", | |
| "OOSP2", | |
| "FKSG29", | |
| "CFHR4", | |
| "ANGPTL7", | |
| "A4GNT", | |
| "OR2J2", | |
| "H1-9P", | |
| "CD300LD", | |
| "GLT6D1", | |
| "CFAP54", | |
| "CEP43", | |
| "LNP1", | |
| "H2AC1", | |
| "ALX1", | |
| "KIR3DX1", | |
| "LIPI", | |
| "TXNIP", | |
| "PRSS45P", | |
| "LCE1C", | |
| "HSD3B1", | |
| "DEFB113", | |
| "GSTT4", | |
| "TMCO2", | |
| "SERPINB10", | |
| "GLT1D1", | |
| "SLC35G6", | |
| "FBLN7", | |
| "SOHLH1", | |
| "OR2T27", | |
| "LRIT1", | |
| "ZNF727", | |
| "TAAR8", | |
| "FOXD4L3", | |
| "GRAPL", | |
| "DEFB103B", | |
| "NPAP1", | |
| "TRIM51", | |
| "MCM3", | |
| "UNC119B", | |
| "ANKRD34C", | |
| "ADGRA1", | |
| "LINC00518", | |
| "MUC7", | |
| "NEUROD2", | |
| "GTSE1-DT", | |
| "PDYN", | |
| "TBPL1", | |
| "OR51F1", | |
| "REG1B", | |
| "LY6K", | |
| "INGX", | |
| "SBK2", | |
| "TTTY8", | |
| "IL2", | |
| "DQX1", | |
| "AVP", | |
| "GSTM1", | |
| "H3C8", | |
| "CSAG1", | |
| "NFIB", | |
| "C4orf50", | |
| "GPR151", | |
| "OR7C2", | |
| "PRDM14", | |
| "TICAM2", | |
| "BTN3A3", | |
| "SAFB", | |
| "HAO2", | |
| "OARD1", | |
| "HOXA3", | |
| "HTN3", | |
| "OPN4", | |
| "CFAP74", | |
| "OR2AK2", | |
| "TSPAN10", | |
| "LFNG", | |
| "HYKK", | |
| "ATXN3L", | |
| "KLC4", | |
| "SLCO6A1", | |
| "UGT1A5", | |
| "ZMYND12", | |
| "FAM181A", | |
| "H1-3", | |
| "RPL10", | |
| "C17orf78", | |
| "RRH", | |
| "GSTT2", | |
| "SNORA70B", | |
| "BPIFC", | |
| "RLN3", | |
| "HBE1", | |
| "FAM106A", | |
| "POU3F2", | |
| "C1QTNF3", | |
| "ERC2-IT1", | |
| "HIGD2B", | |
| "SNORA32", | |
| "CRLF2", | |
| "H4C6", | |
| "OR1L8", | |
| "SYCP2", | |
| "NIPA2", | |
| "LIN28B", | |
| "SPAG11A", | |
| "MAGEA12", | |
| "KRT37", | |
| "NEUROD4", | |
| "H3C6", | |
| "HMGA2", | |
| "DAD1P1", | |
| "NCOR1P1", | |
| "FERD3L", | |
| "HTR2C", | |
| "SBDSP1", | |
| "OPALIN", | |
| "PDHA2", | |
| "SPANXN2", | |
| "UPP2", | |
| "OR13F1", | |
| "PRAMEF4", | |
| "APEX2", | |
| "GLRA2", | |
| "CNPY1", | |
| "PLET1", | |
| "KRTAP10-9", | |
| "GGT8P", | |
| "FAIM", | |
| "GTF2A1L", | |
| "SART3", | |
| "SNORA29", | |
| "HSF5", | |
| "WBP2NL", | |
| "AP3S2", | |
| "RBM44", | |
| "OR2B11", | |
| "RYBP", | |
| "LELP1", | |
| "UMOD", | |
| "LRRC4B", | |
| "CASP12", | |
| "CREG2", | |
| "IFNL1", | |
| "SLC5A12", | |
| "SERHL", | |
| "PCDHGA3", | |
| "SYNGR4", | |
| "RPS28", | |
| "ALLC", | |
| "KRT76", | |
| "OR2F1", | |
| "KCNQ1DN", | |
| "USP17L6P", | |
| "ARL11", | |
| "RPH3AL", | |
| "PLAT", | |
| "TYRO3", | |
| "TBC1D29P", | |
| "SLC7A5P1", | |
| "KLHDC8A", | |
| "MAPK10", | |
| "PELO", | |
| "OR52K2", | |
| "METTL8", | |
| "TFAMP1", | |
| "GLIPR1L2", | |
| "IRGC", | |
| "OR51F2", | |
| "SERPINB11", | |
| "MROH2B", | |
| "MYO3B", | |
| "FNTB", | |
| "CDH6", | |
| "SSX7", | |
| "TBC1D3P2", | |
| "CYP4F11", | |
| "LOC284009", | |
| "KIF2B", | |
| "OR2A14", | |
| "HEMGN", | |
| "OR52A1", | |
| "MIXL1", | |
| "FGF7P6", | |
| "TRAK1", | |
| "WHAMM", | |
| "SLC35F3", | |
| "FTSJ3", | |
| "CACNG6", | |
| "LAIR2", | |
| "PNPLA3", | |
| "CNGA2", | |
| "SLC35E2B", | |
| "TERB1", | |
| "LCE6A", | |
| "ZNF764", | |
| "OR51A4", | |
| "SPATA8", | |
| "CST5", | |
| "SNORA38B", | |
| "CPA4", | |
| "BARX2", | |
| "TRIM41", | |
| "TLCD3B", | |
| "RETN", | |
| "SP7", | |
| "CPLX4", | |
| "WDR64", | |
| "TOB1", | |
| "NSG2", | |
| "REDIC1", | |
| "PPP1R1C", | |
| "STATH", | |
| "IFNA4", | |
| "NBR2", | |
| "NAP1L6P", | |
| "COL20A1", | |
| "TSHR", | |
| "KRTAP12-1", | |
| "RBMXL3", | |
| "ADCYAP1", | |
| "KREMEN2", | |
| "CETN1", | |
| "TAS2R30", | |
| "TEX36", | |
| "EQTN", | |
| "IFNK", | |
| "PAPSS1", | |
| "HDX", | |
| "SCARNA18", | |
| "COLEC11", | |
| "CCDC177", | |
| "PCDHGC5", | |
| "SPATA16", | |
| "SLC10A2", | |
| "CLDN6", | |
| "PAGE5", | |
| "CCDC70", | |
| "OR7D2", | |
| "PSG8", | |
| "CTSH", | |
| "LINC00575", | |
| "ARL17B", | |
| "TLX1", | |
| "KRTAP10-11", | |
| "VAX1", | |
| "ANKRD40CL", | |
| "EIF4A2", | |
| "TMEM88B", | |
| "OR5J2", | |
| "HCCAT5", | |
| "ZNF90", | |
| "ARL5C", | |
| "SPINK8", | |
| "CIMIP4", | |
| "CDK11A", | |
| "GPR78", | |
| "RBPJL", | |
| "SNORA68", | |
| "GRXCR2", | |
| "GREM2", | |
| "ZFAND2A", | |
| "CFAP206", | |
| "CCDC102B", | |
| "DHH", | |
| "H3C4", | |
| "PRAMEF1", | |
| "STBD1", | |
| "FLG2", | |
| "C12orf56", | |
| "CPOX", | |
| "PLAGL2", | |
| "NYAP2", | |
| "LRP2", | |
| "NMNAT1", | |
| "SPATA31E1", | |
| "MTMR7", | |
| "CACNA1I", | |
| "SPAG6", | |
| "RXFP2", | |
| "TRPM1", | |
| "ARIH2", | |
| "H4C12", | |
| "BAGE", | |
| "TMEM174", | |
| "H3C2", | |
| "OR10T2", | |
| "OXCT2", | |
| "GOLGA8IP", | |
| "CD1B", | |
| "NUP210L", | |
| "C22orf42", | |
| "OR52B4", | |
| "R3HDML", | |
| "SLC30A3", | |
| "H2BC10", | |
| "SLC2A11", | |
| "RFPL4A", | |
| "ZAR1L", | |
| "VRTN", | |
| "ATP13A5", | |
| "ZSCAN31", | |
| "MSX2P1", | |
| "TRIML2", | |
| "SNORA58", | |
| "SPRR2B", | |
| "SEBOX", | |
| "PRSS33", | |
| "OR5B17", | |
| "KRTAP19-2", | |
| "PRR20A", | |
| "DEFB106A", | |
| "GAGE2E", | |
| "TREML5P", | |
| "KRTAP19-4", | |
| "PRR20B", | |
| "KRTAP20-3", | |
| "OR5H15" | |
| ], | |
| "Coefficient": [ | |
| -3.150562933189031, | |
| 2.705348810926132, | |
| 2.608767354812341, | |
| -2.4600713936075955, | |
| -2.319802804740552, | |
| -2.2021570771734624, | |
| -2.1285378467655662, | |
| 1.9801881036586475, | |
| -1.7948277414719036, | |
| 1.7324571444724166, | |
| -1.7306758132852817, | |
| 1.7126309162931643, | |
| -1.623067240136324, | |
| 1.6057388138112176, | |
| 1.5901814110569636, | |
| -1.5899529522838831, | |
| 1.5307691298894468, | |
| 1.4443538389538035, | |
| 1.4170071735817777, | |
| -1.4167054378401822, | |
| 1.387792627720118, | |
| 1.367108334070059, | |
| 1.3545702954482266, | |
| -1.3531371240713554, | |
| -1.3274656765940172, | |
| -1.2782882071686983, | |
| 1.2705374466848935, | |
| -1.2176087808024871, | |
| 1.2116784866457124, | |
| -1.2087511703479739, | |
| 1.198923966189961, | |
| -1.1802620291538188, | |
| 1.1670245096047225, | |
| 1.158804766715283, | |
| 1.1516391251422875, | |
| 1.1442229758516311, | |
| 1.1441278384892053, | |
| 1.142979656710577, | |
| 1.1404389106020776, | |
| -1.1165217125407512, | |
| 1.0950592414449116, | |
| -1.0807533388198955, | |
| 1.0570374051564368, | |
| -1.0157497522544723, | |
| 0.9909295538482823, | |
| 0.9733107667705653, | |
| -0.9612378539765611, | |
| -0.9502275918554406, | |
| -0.9485612602911925, | |
| 0.9451625724083321, | |
| -0.930110628108924, | |
| 0.9212383778046099, | |
| -0.910379635884377, | |
| -0.9059090137378446, | |
| -0.9018649462751812, | |
| 0.9009974951003268, | |
| -0.8848569744333507, | |
| 0.874865768429145, | |
| 0.8507575532440156, | |
| -0.8495576119511364, | |
| -0.8434822046978604, | |
| 0.8422961111278991, | |
| 0.8332502314703257, | |
| -0.8254779110339663, | |
| -0.8098468893714725, | |
| 0.8079049159460067, | |
| -0.7966916316001795, | |
| -0.7840239455086735, | |
| 0.7698041426896749, | |
| 0.7597866938790167, | |
| 0.7577837718057855, | |
| 0.753679243953253, | |
| -0.7464302057218728, | |
| 0.7354110491414155, | |
| -0.7349251658059567, | |
| 0.729072569375643, | |
| 0.7160395815822446, | |
| 0.7125594458071324, | |
| -0.7033195357215127, | |
| 0.6960445499855588, | |
| -0.6661145031045688, | |
| -0.6658246810520358, | |
| 0.6590346479050326, | |
| 0.6583840663920495, | |
| 0.6484499265681554, | |
| -0.6477943632663871, | |
| -0.6472309798489393, | |
| -0.6462992482268329, | |
| 0.6454450778473906, | |
| 0.6453696601718721, | |
| 0.6335169012411186, | |
| -0.6312887409169048, | |
| 0.6122139979498213, | |
| 0.6079616083316649, | |
| 0.597598791053033, | |
| 0.5953043276095625, | |
| 0.5936120554174986, | |
| -0.5873477280559016, | |
| 0.585717496385798, | |
| -0.5820341669820919, | |
| -0.5762261345248154, | |
| 0.5759401481947277, | |
| 0.5753696738985815, | |
| -0.5742915699631819, | |
| -0.5742158929530425, | |
| 0.5627782770753829, | |
| -0.5627680840999507, | |
| 0.5624434532011899, | |
| 0.5596324883411923, | |
| 0.5591808290348689, | |
| 0.5571483660104307, | |
| -0.5558800961636301, | |
| 0.554311499584206, | |
| 0.5502758845263915, | |
| 0.5470270609536709, | |
| 0.5444835420421168, | |
| 0.539895638056109, | |
| -0.5396899563941375, | |
| -0.5381661543758802, | |
| -0.5333127906579533, | |
| -0.5328832355733333, | |
| -0.5302893417766139, | |
| 0.5253764364493523, | |
| -0.5247571558688776, | |
| -0.5242683155881857, | |
| -0.523761068014418, | |
| -0.5224577475961969, | |
| -0.5170276402526034, | |
| 0.5117984825393119, | |
| 0.5015547483090923, | |
| 0.4998776480790661, | |
| -0.49975031030093875, | |
| 0.4994830145546061, | |
| -0.4979590106160192, | |
| -0.49655961888258277, | |
| 0.49653651442783, | |
| -0.49507264111725224, | |
| 0.49115718218912086, | |
| -0.48693284499190725, | |
| -0.48574278144983546, | |
| 0.4841507531199368, | |
| 0.48408229238698186, | |
| -0.479929928736349, | |
| 0.47960187235075186, | |
| -0.4727492706587702, | |
| 0.4716214476319677, | |
| -0.4710044272003182, | |
| -0.47099723194440474, | |
| -0.46447799652911265, | |
| 0.4644040945159556, | |
| 0.4636376357597243, | |
| 0.4615291446318427, | |
| 0.4610729737726249, | |
| 0.45707852243723374, | |
| 0.4561501355342361, | |
| 0.4532937422995348, | |
| -0.4500079905194757, | |
| -0.43876828552274627, | |
| 0.43527783672293263, | |
| -0.4328289840805019, | |
| 0.42811880708467087, | |
| -0.42642444799869883, | |
| 0.42413665791568284, | |
| 0.42179116911817294, | |
| 0.4206559258806069, | |
| -0.4102661315139606, | |
| 0.40566868688227914, | |
| -0.404275564175135, | |
| -0.3997448134447686, | |
| -0.39903028443691657, | |
| 0.3969533777630668, | |
| 0.39457069844727516, | |
| -0.3935089275080814, | |
| -0.3934276452067185, | |
| 0.39290262681129734, | |
| -0.38749446025916273, | |
| 0.38193045841346474, | |
| 0.3791278045210412, | |
| 0.37484066369530117, | |
| -0.3745539199856911, | |
| -0.36808979635002526, | |
| 0.3655363263106726, | |
| 0.3654242907511695, | |
| -0.3610253716504905, | |
| -0.3586303204609898, | |
| 0.3537035330804011, | |
| 0.35326116322317436, | |
| -0.351865878773746, | |
| -0.35030042440712206, | |
| 0.34983118403027347, | |
| -0.3483635765337016, | |
| 0.34820729037105796, | |
| -0.34534482246690446, | |
| 0.3353759944653134, | |
| -0.3256851951773294, | |
| 0.3193843225139208, | |
| 0.31809169020587064, | |
| -0.3165745948339818, | |
| 0.31532638107266314, | |
| -0.31175954408243906, | |
| -0.30933844129464133, | |
| 0.30271743040074, | |
| 0.30240866685432694, | |
| -0.3018814731173748, | |
| 0.29954646378285543, | |
| 0.29476780399608965, | |
| -0.2935076701716199, | |
| -0.29349298337366436, | |
| 0.2928587030508812, | |
| 0.28879789080670715, | |
| 0.2878158691242281, | |
| 0.2864408545460846, | |
| -0.28468301981995, | |
| -0.27859007034705396, | |
| 0.27613536352301893, | |
| 0.2751826000020711, | |
| -0.26831996717744705, | |
| 0.2674191962638826, | |
| 0.267245574194, | |
| 0.2655695200594021, | |
| -0.26176390535750854, | |
| -0.25963662696283524, | |
| 0.25841528607044173, | |
| -0.25719198816141703, | |
| 0.2569083139578335, | |
| 0.2564499183113914, | |
| -0.2548976601436094, | |
| -0.25104908203640897, | |
| -0.2476853604900587, | |
| 0.24501989209258737, | |
| 0.23820036668196648, | |
| 0.23788112625235483, | |
| -0.2326569169373723, | |
| 0.2287118103489212, | |
| 0.22870707150129369, | |
| 0.22846446992949648, | |
| 0.2258887717033798, | |
| -0.22438513919827724, | |
| 0.22199370860205836, | |
| 0.22169518395546842, | |
| -0.22030380850279357, | |
| 0.21618764441782237, | |
| 0.21107140282969217, | |
| 0.20741701700034942, | |
| 0.20457842517783728, | |
| -0.1993331465677555, | |
| -0.19050231127820058, | |
| 0.18439917034932773, | |
| 0.1842997670057501, | |
| 0.183156712947338, | |
| 0.17759632857582983, | |
| 0.17744869954416229, | |
| 0.17670556881370353, | |
| -0.17203117165414408, | |
| -0.17001899420927996, | |
| -0.16979965254603183, | |
| -0.1677064469300859, | |
| -0.1642825801389883, | |
| -0.16300213964451848, | |
| 0.15284145170383812, | |
| 0.1521693786718128, | |
| -0.15048523168863015, | |
| -0.1479903285890276, | |
| -0.1443709868360957, | |
| 0.140642416632304, | |
| -0.13858440393715804, | |
| -0.13454628848827843, | |
| 0.13394969306190482, | |
| -0.13367996835614085, | |
| -0.13305392997946666, | |
| 0.12950553159184594, | |
| -0.12943809460242064, | |
| 0.12570100020761668, | |
| -0.12238084205811425, | |
| -0.12189091014777763, | |
| -0.1149233222938115, | |
| -0.11269177433982491, | |
| -0.11165724076651484, | |
| 0.10927524989302675, | |
| -0.1066375162060008, | |
| 0.10577993750779499, | |
| 0.1052692972573686, | |
| 0.10375181637884213, | |
| 0.09932033205965982, | |
| -0.09773713745697658, | |
| 0.09713041806892851, | |
| 0.0910303945373963, | |
| 0.0852000995702585, | |
| 0.08328086453821577, | |
| -0.08084877711884576, | |
| -0.08035930074456128, | |
| 0.08001526154177505, | |
| 0.07813167161892227, | |
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| -6.71098805931175e-16 | |
| ], | |
| "Absolute Coefficient": [ | |
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| ] | |
| }, | |
| "cv_performance": { | |
| "prediction": { | |
| "accuracy": 90.54545454545453, | |
| "precision": 90.54545454545453, | |
| "recall": 100.0, | |
| "f1": 95.02796661784835 | |
| }, | |
| "selection": { | |
| "precision": 0.6234604761300322, | |
| "recall": 1.0778443113772456, | |
| "f1": 0.7899315060667669, | |
| "jaccard": 0.3969964398125764 | |
| } | |
| } | |
| } |