| { | |
| "significant_genes": { | |
| "Variable": [ | |
| "ELK3", | |
| "PRR20A", | |
| "FAM69B", | |
| "ZMIZ1", | |
| "SESN3", | |
| "CPNE9", | |
| "OR13J1", | |
| "MANEA", | |
| "KLF3", | |
| "NFKB2", | |
| "UBE2J1", | |
| "R3HDM2", | |
| "MYO1B", | |
| "MEST", | |
| "C1orf63", | |
| "TBX6", | |
| "CDA", | |
| "TUBA3E", | |
| "MYCBPAP", | |
| "FAM3D", | |
| "FAM53C", | |
| "GLDN", | |
| "SPATA20", | |
| "TMEM125", | |
| "RABL2A", | |
| "GPC6", | |
| "TMEM123", | |
| "C19orf76", | |
| "ZNF544", | |
| "GPR37", | |
| "APOC2", | |
| "EIF4E", | |
| "EMR3", | |
| "LRRC55", | |
| "MGC23270", | |
| "SMN1", | |
| "OR2G6", | |
| "GSTT1", | |
| "GAR1", | |
| "MFHAS1", | |
| "CDC42BPG", | |
| "SLC38A4", | |
| "MTHFSD", | |
| "ASTE1", | |
| "FAM106A", | |
| "C16orf73", | |
| "C15orf17", | |
| "RNF5P1", | |
| "PDE6C", | |
| "HEY2", | |
| "C7orf54", | |
| "OR1Q1", | |
| "KRTAP4-8", | |
| "WASH5P", | |
| "KRTAP5-11", | |
| "RGS7", | |
| "CNGA2", | |
| "RFPL1S", | |
| "HOXC11", | |
| "ABCA2", | |
| "LRIG3", | |
| "KRT33B", | |
| "KCNH7", | |
| "SPTLC3", | |
| "LOC100268168", | |
| "OR3A2", | |
| "ARSG", | |
| "LOC100132724", | |
| "SLC35F4", | |
| "TRPC5", | |
| "SH2D7", | |
| "ASAP1IT1", | |
| "KCNK18", | |
| "ARPP21", | |
| "LCE3E", | |
| "ITPKC", | |
| "TTLL13", | |
| "SLC7A5P1", | |
| "TNPO2", | |
| "ZAR1", | |
| "BMP15", | |
| "CLDN17", | |
| "OR5M11", | |
| "LMOD2", | |
| "XKR6", | |
| "GLRA1", | |
| "S100A13", | |
| "SPCS2", | |
| "CTSK", | |
| "PPP1R11", | |
| "OBP2B", | |
| "ODC1", | |
| "AQP11", | |
| "MYCN", | |
| "LOC643923", | |
| "MGC42105", | |
| "IL1RAPL1", | |
| "TXNRD3IT1", | |
| "PCDHB19P", | |
| "SNORD94", | |
| "TRIT1", | |
| "NOVA1", | |
| "OR1S1", | |
| "YTHDF1", | |
| "IQCF3", | |
| "HSPB2", | |
| "LOC340017", | |
| "OR7E156P", | |
| "NAP1L2", | |
| "CAGE1", | |
| "TNFRSF13B", | |
| "GPR15", | |
| "FBN2", | |
| "LRRC14B", | |
| "CAMK2B", | |
| "LOC100129055", | |
| "PLA2G10", | |
| "CHST4", | |
| "TRIM43", | |
| "KRTAP19-3", | |
| "WFDC10A", | |
| "HIST1H3E", | |
| "GMPR2", | |
| "CCDC144NL", | |
| "EGR4", | |
| "SNORA62", | |
| "TKTL2", | |
| "NPR2", | |
| "GBX1", | |
| "CREB3", | |
| "GLIPR1L2", | |
| "CSHL1", | |
| "SNORA45", | |
| "KRTAP20-4", | |
| "PCDHGA8", | |
| "EDIL3", | |
| "SLCO6A1", | |
| "VCX2", | |
| "PCDHB6", | |
| "LOC285847", | |
| "GIMAP7", | |
| "OR51E2", | |
| "LOC730668", | |
| "C8orf47", | |
| "TRIM60", | |
| "TAS2R8", | |
| "IGFL4", | |
| "ANKRD34B", | |
| "CHRNA4", | |
| "DEFB106A", | |
| "OR2T27", | |
| "PRB1", | |
| "CHIT1", | |
| "OR2H1", | |
| "ACCSL", | |
| "ZSWIM2", | |
| "TXNDC2", | |
| "DMC1", | |
| "FNDC4", | |
| "CYP4Z1", | |
| "PDE6H", | |
| "FNDC8", | |
| "CYP2A6", | |
| "SLTM", | |
| "SFTPA2", | |
| "ZNF560", | |
| "PNOC", | |
| "CPN1", | |
| "LOC729609", | |
| "NXF4", | |
| "WISP3", | |
| "TUBB1", | |
| "CYP4F2", | |
| "C3orf14", | |
| "EN2", | |
| "LOC645431", | |
| "UOX", | |
| "?|653553", | |
| "MRPL42P5", | |
| "SCARNA23", | |
| "TAS2R30", | |
| "KRTAP24-1", | |
| "CST11", | |
| "SNORA66", | |
| "SPESP1", | |
| "IL4", | |
| "SNORA2B", | |
| "SHH", | |
| "CASQ1", | |
| "OR52D1", | |
| "ASPHD2", | |
| "PIWIL3", | |
| "TIMD4", | |
| "POU4F3", | |
| "MSLN", | |
| "TMEM154", | |
| "C4orf45", | |
| "HLA-DQB1", | |
| "DGKB", | |
| "FCGR3B", | |
| "OR5R1", | |
| "EGFLAM", | |
| "KIR2DL3", | |
| "SCARNA12", | |
| "RNF125", | |
| "GSTM1", | |
| "GRAPL", | |
| "IGFL2", | |
| "FLJ41941", | |
| "KCNA4", | |
| "INTS4L2", | |
| "ANKRD7", | |
| "CCNYL1", | |
| "OR2T29", | |
| "RGS22", | |
| "RPAP3", | |
| "OR5K2", | |
| "ZDHHC22", | |
| "CHP2", | |
| "TCP10L2", | |
| "IL17A", | |
| "RAB40AL", | |
| "C1QTNF9B", | |
| "C1orf230", | |
| "SPACA5", | |
| "UGT8", | |
| "P2RY8", | |
| "TTTY7", | |
| "SPINT3", | |
| "OR1E2", | |
| "HPYR1", | |
| "TAS2R41", | |
| "C20orf201", | |
| "FGF8", | |
| "C7orf66", | |
| "KCNN3", | |
| "SNORA70B", | |
| "ZFP91-CNTF", | |
| "ABP1", | |
| "C1orf189", | |
| "OR52A5", | |
| "DPRX", | |
| "FEV", | |
| "MEIS3P1", | |
| "DCAF12L1", | |
| "LOC646627", | |
| "OR13C8", | |
| "ITGA2", | |
| "TBX4", | |
| "OR2T2", | |
| "C21orf90", | |
| "EDC3", | |
| "BRAP", | |
| "CRISP1", | |
| "CDH10", | |
| "LOC644145", | |
| "ZFYVE27", | |
| "HIST1H4B", | |
| "C6orf176", | |
| "UNC5C", | |
| "SOX21", | |
| "ID2B", | |
| "C8orf86", | |
| "OTC", | |
| "LSM14B", | |
| "CAPN11", | |
| "STK39", | |
| "SEPP1", | |
| "GABRR3", | |
| "SPDYE2", | |
| "FAM71F1", | |
| "SCGBL", | |
| "RNF151", | |
| "ARMCX6", | |
| "HSPA1B", | |
| "GSDMA", | |
| "DIO3", | |
| "CBWD2", | |
| "PKD2L2", | |
| "CA14", | |
| "SNORA4", | |
| "C5orf35", | |
| "PPEF2", | |
| "SCARNA27", | |
| "A4GNT", | |
| "REPS1", | |
| "APPL2", | |
| "OR6K2", | |
| "NOX1", | |
| "LOC283050", | |
| "PCDHGB2", | |
| "ZNF521", | |
| "FBXW8", | |
| "SLC6A20", | |
| "UCP1", | |
| "C5orf52", | |
| "HERC2P4", | |
| "CADPS", | |
| "C9orf173", | |
| "HIST2H3C", | |
| "MEGF10", | |
| "PABPC1L2B", | |
| "CACNA1B", | |
| "FLJ40292", | |
| "LRRIQ3", | |
| "SPRR2F", | |
| "TTLL8", | |
| "HFE", | |
| "PNLIP", | |
| "EN1", | |
| "SAGE1", | |
| "CLEC4G", | |
| "MGC16025", | |
| "ZNF883", | |
| "HIST1H4A", | |
| "VPS37C", | |
| "NGB", | |
| "VSTM1", | |
| "DNAJB8", | |
| "CDC27", | |
| "SLC36A3", | |
| "NEK10", | |
| "CSPG5", | |
| "FST", | |
| "LOC286238", | |
| "KIAA1210", | |
| "NDP", | |
| "ACTN3", | |
| "MTVR2", | |
| "DCLK3", | |
| "TNFRSF11B", | |
| "ECEL1", | |
| "ATL1", | |
| "POU6F2", | |
| "GPRIN2", | |
| "ARSE", | |
| "F2RL2", | |
| "OR52W1", | |
| "HIST1H2AG", | |
| "SLC16A6", | |
| "C10orf131", | |
| "FMO5", | |
| "NR5A1", | |
| "C20orf70", | |
| "OR5K3", | |
| "SLC38A8", | |
| "C17orf78", | |
| "WHAMM", | |
| "CD300LD", | |
| "QRSL1", | |
| "LOC392196", | |
| "CYCSP52", | |
| "NHLRC3", | |
| "SPATA22", | |
| "CC2D1B", | |
| "GAB4", | |
| "SNAR-F", | |
| "STK32A", | |
| "C3orf49", | |
| "ZNF341", | |
| "CDH8", | |
| "AMHR2", | |
| "POF1B", | |
| "GABRR2", | |
| "ACOT13", | |
| "LOC284661", | |
| "NOS2", | |
| "OR2T3", | |
| "ST7OT2", | |
| "TDH", | |
| "CLLU1OS", | |
| "SNORD15A", | |
| "DERL3", | |
| "PDCD4", | |
| "TXNDC8", | |
| "COL9A3", | |
| "OR5AK2", | |
| "GDF5", | |
| "HCG22", | |
| "CAPN9", | |
| "TMEM151A", | |
| "CA12", | |
| "SLC9A10", | |
| "GRM3", | |
| "FAM135B", | |
| "RBMY1B", | |
| "APOA1", | |
| "TLK2", | |
| "LOC649330", | |
| "CLEC4M", | |
| "SLITRK3", | |
| "LOC100240734", | |
| "UFSP1", | |
| "SLC44A2", | |
| "FAM138D", | |
| "OPN1MW", | |
| "E2F3", | |
| "TTC29", | |
| "?|100130426", | |
| "HOXA6", | |
| "C20orf173", | |
| "DSPP", | |
| "OR10G2", | |
| "ST7L", | |
| "C20orf166", | |
| "OOEP", | |
| "FGF16", | |
| "PNLDC1", | |
| "CRYBA1", | |
| "DCX", | |
| "NAT9", | |
| "FGF4", | |
| "FAM101A", | |
| "PGK2", | |
| "ACP5", | |
| "PCDHGB7", | |
| "MSLNL", | |
| "KCTD14", | |
| "GIPC3", | |
| "SNORA16B", | |
| "EPYC", | |
| "C11orf42", | |
| "C4orf23", | |
| "KCNJ6", | |
| "LOC100132354", | |
| "OR10T2", | |
| "PTX3", | |
| "HIST2H2BF", | |
| "ZIM2", | |
| "OR52L1", | |
| "CPLX4", | |
| "MPHOSPH6", | |
| "TBK1", | |
| "C15orf26", | |
| "RFPL3", | |
| "CLDN25", | |
| "IFNA8", | |
| "RDM1", | |
| "DYTN", | |
| "CRHR2", | |
| "HIST1H3F", | |
| "SEPT7L", | |
| "PCDH17", | |
| "KRTAP13-4", | |
| "SMPX", | |
| "OR2T8", | |
| "C11orf34", | |
| "ANTXRL", | |
| "TMEM229A", | |
| "LOC219347", | |
| "CHRNG", | |
| "ESPNL", | |
| "COX8C", | |
| "FUNDC2P2", | |
| "FOXE3", | |
| "LRRC41", | |
| "C14orf19", | |
| "LOC285194", | |
| "NANOS1", | |
| "AKAP4", | |
| "MAEA", | |
| "LRRC10B", | |
| "OR11H12", | |
| "HERPUD2", | |
| "IL1F6", | |
| "TPH2", | |
| "CLEC4C", | |
| "SPHK1", | |
| "RIMKLB", | |
| "CREB3L4", | |
| "C7orf28B", | |
| "SNORA1", | |
| "RNASE8", | |
| "DUPD1", | |
| "SLC32A1", | |
| "STAR", | |
| "UGT2B28", | |
| "PROKR1", | |
| "C1orf227", | |
| "DUSP6", | |
| "GPR150", | |
| "LOC641367", | |
| "SIGLEC12", | |
| "CA3", | |
| "OR4S1", | |
| "SLC2A7", | |
| "BOLL", | |
| "BARX1", | |
| "PPAN-P2RY11", | |
| "FAM74A3", | |
| "BCCIP", | |
| "RRAD", | |
| "CMTM5", | |
| "MMP8", | |
| "GRIK4", | |
| "CCDC146", | |
| "IL24", | |
| "OR5E1P", | |
| "SCGB1D4", | |
| "OTOS", | |
| "SOX5", | |
| "GPR88", | |
| "IGLON5", | |
| "MB", | |
| "TRIML1", | |
| "PDE4B", | |
| "C6orf58", | |
| "OR3A3", | |
| "FLJ26850", | |
| "OR14I1", | |
| "LOC284788", | |
| "MCF2", | |
| "GTF2A1L", | |
| "TMEM132D", | |
| "CLRN2", | |
| "PLP1", | |
| "NEU2", | |
| "HIST1H3H", | |
| "FEZF2", | |
| "SPDYE4", | |
| "MRAP", | |
| "NRAP", | |
| "BAHD1", | |
| "STAMBP", | |
| "C1orf194", | |
| "ZNF727", | |
| "DDX11L2", | |
| "FLJ37453", | |
| "C1orf185", | |
| "AKR1B15", | |
| "METAP1", | |
| "NCRNA00207", | |
| "SPACA4", | |
| "MGAT3", | |
| "PCGEM1", | |
| "TAS1R2", | |
| "C15orf38", | |
| "SULT1A1", | |
| "LOC441666", | |
| "PTPLAD2", | |
| "NOTO", | |
| "ZNF100", | |
| "KIAA0408", | |
| "RNASE13", | |
| "TEKT4", | |
| "NKX2-2", | |
| "SNORA51", | |
| "NCRNA00110", | |
| "ITGB6", | |
| "NOS3", | |
| "SNORA56", | |
| "FRG1B", | |
| "CYP2C8", | |
| "ZNF667", | |
| "C19orf57", | |
| "NUDT9P1", | |
| "ALPP", | |
| "PPARGC1B", | |
| "METTL10", | |
| "ZNF565", | |
| "ANKRD54", | |
| "C5orf30", | |
| "ARHGEF38", | |
| "SLC39A12", | |
| "KRTAP5-2", | |
| "LOC100240726", | |
| "GYPA", | |
| "PRHOXNB", | |
| "TBC1D3C", | |
| "CHRNA10", | |
| "PCDHB16", | |
| "DSG4", | |
| "ROBO1", | |
| "LOC201651", | |
| "SNORD90", | |
| "SNAR-H", | |
| "RBP3", | |
| "DNAH2", | |
| "TSSK2", | |
| "KRTAP21-1", | |
| "DEFB114", | |
| "LOC653545", | |
| "SPINK14", | |
| "NMS", | |
| "OR4S2", | |
| "KRTAP22-1", | |
| "SNAR-A3", | |
| "CCDC157", | |
| "PSD2", | |
| "TEX28", | |
| "P2RX6P", | |
| "SNORD88C", | |
| "SNAR-D", | |
| "KRTAP20-3", | |
| "SNORD16", | |
| "SNORD116-19", | |
| "KRTAP6-1", | |
| "SNORD115-20", | |
| "KRTAP20-1", | |
| "SNORA30", | |
| "DEFB113" | |
| ], | |
| "Coefficient": [ | |
| 6.09070730601544, | |
| -5.565396717558571, | |
| 3.399938749943062, | |
| 3.27609351090184, | |
| 3.109823708678718, | |
| -3.0647580789546898, | |
| -2.9397205491264926, | |
| 2.926440315387523, | |
| 2.903305788929632, | |
| -2.7942920406657312, | |
| 2.769139995557254, | |
| 2.7384867023121426, | |
| 2.705699647056369, | |
| 2.7007561005020664, | |
| -2.691375611507828, | |
| -2.5677395137255474, | |
| 2.4735923067559398, | |
| -2.4688689591661097, | |
| -2.4637220363757004, | |
| 2.3990050105800047, | |
| -2.381427856563189, | |
| -2.356974169196455, | |
| -2.3162648158243466, | |
| -2.284673285993179, | |
| -2.0858594653436424, | |
| 2.07202291309878, | |
| 2.0470068439994247, | |
| -2.0425203915518333, | |
| 2.0249773176060164, | |
| 2.0154975138173272, | |
| -1.9833748086208902, | |
| -1.955496077287928, | |
| 1.9143393202292796, | |
| 1.912978702955298, | |
| 1.9072600024155795, | |
| 1.860798669492681, | |
| -1.8511338103837112, | |
| 1.8488801237136707, | |
| -1.8242580776031945, | |
| 1.8231503343060396, | |
| -1.8093452197066275, | |
| 1.804958067658222, | |
| -1.8031361871428273, | |
| 1.7987477644225902, | |
| -1.7944052156737436, | |
| 1.792322286360427, | |
| -1.7600322225376004, | |
| -1.7373629996436433, | |
| 1.7073170305862821, | |
| 1.7008334305006936, | |
| -1.6992955061526303, | |
| -1.6747329976193865, | |
| 1.657857321614158, | |
| -1.6498681505883943, | |
| 1.637878366390629, | |
| 1.6267528701391434, | |
| 1.625877707209265, | |
| 1.617689690938154, | |
| -1.6081620318436158, | |
| 1.6059861735397472, | |
| 1.6049722005330382, | |
| 1.594893995018065, | |
| 1.5941380419051112, | |
| 1.5848030385392728, | |
| -1.5623985464652062, | |
| 1.549865466230052, | |
| 1.5233724148812413, | |
| -1.5127843130394842, | |
| 1.4962345593142554, | |
| 1.491386488595761, | |
| -1.4653404648409278, | |
| -1.4621590083618397, | |
| 1.4589541626953735, | |
| 1.4322295705622996, | |
| 1.3963474608901765, | |
| -1.391737649551345, | |
| -1.3759484677751432, | |
| -1.3754343526782031, | |
| -1.3377044544408432, | |
| -1.3305132646326194, | |
| -1.3246586181649491, | |
| 1.321169130845238, | |
| 1.3175469761011849, | |
| 1.31147487851598, | |
| 1.3070967227993673, | |
| -1.2965276053972021, | |
| -1.2944351626520998, | |
| -1.2806215713792066, | |
| -1.2799948118257787, | |
| 1.2670631122602711, | |
| -1.2594662863851467, | |
| 1.2583948455753649, | |
| 1.2561624372964537, | |
| 1.2436355061640447, | |
| -1.2352323444169315, | |
| -1.2309533097970509, | |
| -1.2146232824154304, | |
| -1.2093416465979434, | |
| 1.205562428177374, | |
| 1.1948216421861, | |
| -1.194808626594385, | |
| 1.1937609576063202, | |
| -1.1897049675040765, | |
| -1.1805067557274393, | |
| 1.174004439529544, | |
| -1.1671309030971482, | |
| 1.1593125010814898, | |
| -1.1430990913783865, | |
| 1.1385568618411452, | |
| 1.1379306085451828, | |
| -1.1311880344624414, | |
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| ], | |
| "Absolute Coefficient": [ | |
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| 5.565396717558571, | |
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| 0.0016373404288719388, | |
| 0.00147969516324774, | |
| 0.0010929403407345351, | |
| 0.0009889471507571177, | |
| 0.0008660282508005092, | |
| 0.0005934551640730168, | |
| 0.0005644327249319859, | |
| 0.0005599288264123824, | |
| 0.000442076375034171, | |
| 0.00023804798918194156, | |
| 0.00023183174698085892, | |
| 0.0001691113235332645, | |
| 8.447993584894603e-05, | |
| 6.592085975833109e-05, | |
| 5.122495626671479e-05, | |
| 3.8447708414823364e-05, | |
| 3.7956258903856e-05, | |
| 1.4082673595600398e-05, | |
| 2.6680001976947823e-15, | |
| 1.3545231772911972e-15, | |
| 9.440616084150768e-16 | |
| ] | |
| }, | |
| "cv_performance": { | |
| "prediction": { | |
| "accuracy": 88.099173553719, | |
| "precision": 88.099173553719, | |
| "recall": 100.0, | |
| "f1": 93.64980637849544 | |
| }, | |
| "selection": { | |
| "precision": 0.311297872020551, | |
| "recall": 2.3188405797101446, | |
| "f1": 0.5488900726147512, | |
| "jaccard": 0.2753990820936579 | |
| } | |
| } | |
| } |