| { | |
| "significant_genes": { | |
| "Variable": [ | |
| "LOC154761", | |
| "ANGEL1", | |
| "NMI", | |
| "IRGM", | |
| "RASA4", | |
| "CELA2A", | |
| "BARHL2", | |
| "KIR2DL4", | |
| "RRN3P2", | |
| "PPM1F", | |
| "PCDHB13", | |
| "PARP3", | |
| "B3GALT2", | |
| "ZNF277", | |
| "TIPIN", | |
| "KBTBD11", | |
| "RNF32", | |
| "OR14I1", | |
| "FOXN4", | |
| "PKD1L3", | |
| "MAP3K7CL", | |
| "OR2A2", | |
| "LALBA", | |
| "AMACR", | |
| "NKX6-2", | |
| "FUNDC2P2", | |
| "C11orf16", | |
| "CFAP97D1", | |
| "LINC00207", | |
| "SCN5A", | |
| "TTTY2", | |
| "SLC12A6", | |
| "ZNG1C", | |
| "DEFA6", | |
| "LCE1C", | |
| "PSG2", | |
| "H2AC15", | |
| "ADH1A", | |
| "ART1", | |
| "KRT84", | |
| "OR5B12", | |
| "KRT32", | |
| "IL13RA2", | |
| "ACTL7A", | |
| "NBR2", | |
| "BLID", | |
| "C3orf38", | |
| "SLC35D3", | |
| "PITX3", | |
| "F8", | |
| "POMZP3", | |
| "ADAM3A", | |
| "REXO1L1P", | |
| "SNORA16B", | |
| "CYP4V2", | |
| "C17orf107", | |
| "ASB11", | |
| "SLC35F4", | |
| "FCN2", | |
| "CHERP", | |
| "IQCF3", | |
| "GJB7", | |
| "CRISP2", | |
| "PF4", | |
| "FLJ30679", | |
| "APOF", | |
| "SLC5A9", | |
| "SNORA80A", | |
| "NPBWR1", | |
| "SST", | |
| "PRAMEF4", | |
| "FANCD2OS", | |
| "IFNA8", | |
| "IFNL2", | |
| "OR52A4P", | |
| "GBP3", | |
| "C10orf90", | |
| "DCAF4L2", | |
| "PTEN", | |
| "DNAJB1", | |
| "FAM226B", | |
| "ANXA10", | |
| "PKD2L1", | |
| "PDE4A", | |
| "FSHR", | |
| "NPPB", | |
| "SPANXN5", | |
| "MUC13", | |
| "PATE4", | |
| "RFESD", | |
| "SLC44A4", | |
| "LCE2D", | |
| "CHST6", | |
| "VCY", | |
| "DEFB103B", | |
| "DNAJC25-GNG10", | |
| "CYP2F1", | |
| "INSYN2B", | |
| "AFM", | |
| "RBFOX3", | |
| "FAM222A", | |
| "SNORA61", | |
| "NXPE1", | |
| "PCDHGA4", | |
| "RAB41", | |
| "RGPD8", | |
| "AAA1", | |
| "KRT18", | |
| "OR9A4", | |
| "ANKMY1", | |
| "CAPN13", | |
| "HNRNPA3P1", | |
| "SHCBP1L", | |
| "CCDC144CP", | |
| "H2BC8", | |
| "ELAVL4", | |
| "MYRIP", | |
| "GLB1", | |
| "POMC", | |
| "RGPD1", | |
| "GALNTL5", | |
| "SYCP3", | |
| "BARX2", | |
| "TAFA3", | |
| "CLCA1", | |
| "ECEL1", | |
| "TDRD12", | |
| "YIPF7", | |
| "SULT2A1", | |
| "PCDHGA9", | |
| "TMPRSS11A", | |
| "FAM25A", | |
| "ANK2", | |
| "STARD6", | |
| "NAT1", | |
| "OR5H6", | |
| "ITPRID1", | |
| "MADCAM1", | |
| "MATN4", | |
| "FUS", | |
| "ERAP1", | |
| "USH2A", | |
| "PPP1R3G", | |
| "OR1L6", | |
| "AGA", | |
| "DCBLD1", | |
| "LGALS9B", | |
| "ELAC2", | |
| "SCLY", | |
| "PPP1R2C", | |
| "OSTCP1", | |
| "ZNF705D", | |
| "LEUTX", | |
| "CTAG2", | |
| "TRIM77", | |
| "C3orf22", | |
| "SPATA46", | |
| "TRAM1", | |
| "GLT6D1", | |
| "RBP2", | |
| "FOXL2NB", | |
| "SLC22A9", | |
| "OR1J2", | |
| "DCTN2", | |
| "PPIAL4E", | |
| "STRA8", | |
| "RAB9BP1", | |
| "ZNF442", | |
| "OPN4", | |
| "LSMEM2", | |
| "ALX1", | |
| "KLHDC7B", | |
| "OR5K4", | |
| "LILRP2", | |
| "AIPL1", | |
| "LPL", | |
| "RPA4", | |
| "SLC5A10", | |
| "PRAMEF13", | |
| "LINC02915", | |
| "NKX2-6", | |
| "CYP4F11", | |
| "C4BPA", | |
| "CYP4A22", | |
| "OR2M5", | |
| "ZFP91-CNTF", | |
| "POLR1A", | |
| "H4C13", | |
| "TAC4", | |
| "TXNIP", | |
| "STXBP5", | |
| "TSNARE1", | |
| "ANXA8L1", | |
| "KHSRP", | |
| "TMOD1", | |
| "TRIML2", | |
| "TENT5D", | |
| "LINC00052", | |
| "KRTAP3-2", | |
| "IL20RB", | |
| "RBMY2FP", | |
| "GTF2H2C", | |
| "GDF11", | |
| "NR2E3", | |
| "TAS2R60", | |
| "IL17B", | |
| "PDC", | |
| "OR8G5", | |
| "OR4L1", | |
| "GTF2IP1", | |
| "IQCF1", | |
| "TDRD3", | |
| "VIM", | |
| "PIP5K1P1", | |
| "SND1-IT1", | |
| "ALDH1L1", | |
| "CCN6", | |
| "SPACA1", | |
| "HAPLN4", | |
| "POU3F1", | |
| "TAS2R40", | |
| "SUMO1P1", | |
| "SNCA", | |
| "ACE2", | |
| "MYBPC3", | |
| "CCDC71", | |
| "CNTNAP2", | |
| "OR6N1", | |
| "LIM2", | |
| "SNTG1", | |
| "FER1L5", | |
| "SPO11", | |
| "PRUNE2", | |
| "GPRC5D", | |
| "LINC01465", | |
| "OR52I1", | |
| "LOC91450", | |
| "GAREM1", | |
| "FAM41C", | |
| "ADAM2", | |
| "CCL3L1", | |
| "IL3", | |
| "PRPS1L1", | |
| "GAGE2C", | |
| "PPP2R3C", | |
| "ADRA1A", | |
| "OR12D2", | |
| "TRIM49", | |
| "OTX2", | |
| "XKRYP7", | |
| "GSX1", | |
| "CIMAP1D", | |
| "CT45A3", | |
| "CYP11B1", | |
| "ZNF99", | |
| "OR1F2P", | |
| "TCP10L3", | |
| "ELOA2", | |
| "FAM138B", | |
| "GLYATL2", | |
| "LOC100240734", | |
| "GDNF", | |
| "PSD2", | |
| "FAM99A", | |
| "OR8A1", | |
| "PCDHA8", | |
| "ZPLD1", | |
| "TMEM14EP", | |
| "DNAH12", | |
| "IFI16", | |
| "ABCA15P", | |
| "TMEM88B", | |
| "PCA3", | |
| "SNORA5B", | |
| "TCAM1P", | |
| "TRIM49D2", | |
| "FGF19", | |
| "TTTY6", | |
| "DCD", | |
| "GAD1", | |
| "TRPC3", | |
| "N4BP2L1", | |
| "HENMT1", | |
| "OR10H4", | |
| "HOXD12", | |
| "TTTY9B", | |
| "C3orf20", | |
| "GJD2", | |
| "RRH", | |
| "ADGRG4", | |
| "VN1R4", | |
| "GCSAML", | |
| "OXGR1", | |
| "SUPT20HL2", | |
| "KCNH7", | |
| "TBC1D28", | |
| "SPMAP1", | |
| "AADAT", | |
| "LIPN", | |
| "PCDHGA1", | |
| "SMOX", | |
| "SIX6", | |
| "SNORD89", | |
| "SNORA15", | |
| "OR10W1", | |
| "DSCAML1", | |
| "OTOP2", | |
| "IFITM5", | |
| "PAEP", | |
| "SMAP1", | |
| "GAGE8", | |
| "CCDC54", | |
| "PLA2G2F", | |
| "GLRA1", | |
| "SKAP1", | |
| "RNF152", | |
| "TAS2R8", | |
| "ASB9", | |
| "SYCE1", | |
| "CETN4P", | |
| "EMX2", | |
| "ALDH8A1", | |
| "LINC00301", | |
| "LINC00305", | |
| "MGARP", | |
| "ACOX2", | |
| "PANX3", | |
| "ARL17B", | |
| "OR2M4", | |
| "BPIFB6", | |
| "OR4K15", | |
| "SRD5A3", | |
| "ALG1L2", | |
| "LY6K", | |
| "SALL3", | |
| "FKBP1AP1", | |
| "BSND", | |
| "KPLCE", | |
| "S100A12", | |
| "CT45A2", | |
| "OR2K2", | |
| "HOXD10", | |
| "CTSF", | |
| "ZPBP", | |
| "CTSV", | |
| "GCM2", | |
| "UCP1", | |
| "PHEX", | |
| "TBX20", | |
| "H2AC17", | |
| "SPATA31J1", | |
| "MAGEA5P", | |
| "TMPRSS7", | |
| "OR1N1", | |
| "IFNA17", | |
| "OR4S2", | |
| "KIAA1210", | |
| "PAGE4", | |
| "UGT2B28", | |
| "NGB", | |
| "PYDC1", | |
| "TTC38", | |
| "FBXO39", | |
| "C2orf72", | |
| "CNTD1", | |
| "KRTAP5-6", | |
| "KCNG1", | |
| "GDPD3", | |
| "SPTA1", | |
| "WIF1", | |
| "SERPINB11", | |
| "GRIN2B", | |
| "ARTN", | |
| "LLCFC1", | |
| "HEXA", | |
| "CDRT15", | |
| "SCRT1", | |
| "SLC18A1", | |
| "DGKG", | |
| "FGF7P3", | |
| "GP2", | |
| "ATP6V1G3", | |
| "CGB7", | |
| "OR2J2", | |
| "LRIF1", | |
| "SYT14P1", | |
| "CISD2", | |
| "SDCBP2", | |
| "SSX3", | |
| "H1-6", | |
| "TRIM43", | |
| "OR10Q1", | |
| "OR14C36", | |
| "CUEDC1", | |
| "SYT10", | |
| "PCDH11Y", | |
| "ATOH1", | |
| "AGTR2", | |
| "SCGB1C1", | |
| "TMEM40", | |
| "OR13C3", | |
| "TMIGD1", | |
| "SPPL2C", | |
| "FRG2C", | |
| "C17orf78", | |
| "ZNF322P1", | |
| "EQTN", | |
| "GATA4", | |
| "SNORA52", | |
| "FAM53A", | |
| "PXMP4", | |
| "SCARNA3", | |
| "POTED", | |
| "BARX1", | |
| "SLCO1B1", | |
| "IER3", | |
| "LCE1D", | |
| "ISX", | |
| "SYNPR", | |
| "POM121L10P", | |
| "C4BPB", | |
| "LDHC", | |
| "EFR3B", | |
| "DPPA5", | |
| "CRYBA1", | |
| "SHISA3", | |
| "TRARG1", | |
| "NPFFR2", | |
| "MECOM", | |
| "GLP1R", | |
| "ZC2HC1B", | |
| "C4orf17", | |
| "AGAP1", | |
| "VPS8", | |
| "HDGFL1", | |
| "DNAJC15", | |
| "GUSB", | |
| "ABCC6", | |
| "OR2L8", | |
| "IGFL4", | |
| "PURG", | |
| "YWHAH-AS1", | |
| "USP29", | |
| "SMCP", | |
| "PCDHGA8", | |
| "SPATA16", | |
| "CPXCR1", | |
| "TEX36", | |
| "C16orf90", | |
| "GALP", | |
| "DLGAP2", | |
| "PRAMEF2", | |
| "PCDHA6", | |
| "DNAI1", | |
| "LCNL1", | |
| "OR5H14", | |
| "TCAF2", | |
| "TAFA4", | |
| "FABP3", | |
| "RNF126P1", | |
| "RANBP3", | |
| "SLC6A10P", | |
| "LINC00161", | |
| "CCDC144NL", | |
| "GPR52", | |
| "OC90", | |
| "UNCX", | |
| "ENAM", | |
| "VN1R2", | |
| "SEC14L5", | |
| "AK8", | |
| "GFRA2", | |
| "OR2T6", | |
| "DNAJB3", | |
| "AKR1B15", | |
| "SOX1", | |
| "CLCA4", | |
| "LHX8", | |
| "STON1-GTF2A1L", | |
| "TACR2", | |
| "CD200R1L", | |
| "LINC01600", | |
| "TMC1", | |
| "TRIM6-TRIM34", | |
| "LINC00244", | |
| "FLJ36000", | |
| "OR8G2P", | |
| "APOBEC3B", | |
| "ARPP21", | |
| "CATSPER4", | |
| "PROZ", | |
| "OR13C2", | |
| "ANO1", | |
| "NKX6-1", | |
| "FABP12", | |
| "SERPINA10", | |
| "TRIM60", | |
| "GNAT3", | |
| "OR7A10", | |
| "OR52E6", | |
| "KLHL34", | |
| "FAM9B", | |
| "GFRA4", | |
| "OR4C3", | |
| "PTX4", | |
| "KRTAP9-8", | |
| "IL1RAPL2", | |
| "HYAL4", | |
| "BARHL1", | |
| "METTL27", | |
| "KRT78", | |
| "DSCAM", | |
| "APP", | |
| "ST18", | |
| "CA10", | |
| "CGB1", | |
| "MSH3", | |
| "USP43", | |
| "C17orf75", | |
| "OR10H2", | |
| "CSN1S2AP", | |
| "PROCA1", | |
| "MUC7", | |
| "SP8", | |
| "SNORA84", | |
| "OR2T34", | |
| "C7orf33", | |
| "NLRP8", | |
| "NEUROG2", | |
| "CSMD3", | |
| "SCARNA18", | |
| "MEPE", | |
| "RAB3B", | |
| "SERPINC1", | |
| "UROC1", | |
| "HEATR6", | |
| "NUB1", | |
| "LDHAL6A", | |
| "HORMAD1", | |
| "OR52N2", | |
| "SULT1B1", | |
| "KRTAP1-3", | |
| "OR10R2", | |
| "ERP29", | |
| "GPR78", | |
| "KCNC2", | |
| "ADGRA1", | |
| "ESRP1", | |
| "GAS2L2", | |
| "FBXW12", | |
| "TDRP", | |
| "KCNU1", | |
| "MINAR1", | |
| "PRR27", | |
| "FAM24A", | |
| "IFNA4", | |
| "HCG9", | |
| "DEFB135", | |
| "FAM90A1", | |
| "KRTAP19-2", | |
| "SPACA7", | |
| "USP35", | |
| "NPS", | |
| "RNF217-AS1", | |
| "TAS2R7", | |
| "OR10K2", | |
| "TAF1B", | |
| "CCDC197", | |
| "OR2AG2", | |
| "OR1A1", | |
| "DEFB107A", | |
| "SNAR-A3", | |
| "KRTAP20-2", | |
| "BPY2", | |
| "OR4C13", | |
| "GLYCAM1", | |
| "RBMY1A3P", | |
| "LCE3B", | |
| "KRTAP4-5", | |
| "OR5M3", | |
| "LOC286359", | |
| "OR52E2", | |
| "KRTAP22-1", | |
| "SNAR-E", | |
| "OR2T29", | |
| "RBMY3AP", | |
| "PAGE3", | |
| "DEFB113", | |
| "KRTAP25-1", | |
| "SNAR-G1", | |
| "OR5W2", | |
| "OR6C4", | |
| "DEFB123", | |
| "OR6C74" | |
| ], | |
| "Coefficient": [ | |
| 3.070359080845876, | |
| -3.021818114425866, | |
| 2.8307075445151106, | |
| -2.563116373541302, | |
| -2.487186377689967, | |
| -2.441630759739401, | |
| -2.3350309095974806, | |
| 2.1109967270985965, | |
| -2.0990405031566355, | |
| 2.046330603936695, | |
| -2.0095693683913702, | |
| 1.9218968093257527, | |
| -1.9039932729420777, | |
| -1.8933151136426367, | |
| -1.8621722692642066, | |
| 1.848647173969656, | |
| -1.824806110941413, | |
| 1.8129590271520397, | |
| 1.806634647843612, | |
| -1.7416310310923322, | |
| 1.6853762561690835, | |
| -1.674882615105584, | |
| -1.659962420667569, | |
| -1.6517876492545311, | |
| 1.6434241548062336, | |
| 1.640507214888329, | |
| -1.6397060003976753, | |
| -1.638754812416116, | |
| -1.6336789839681602, | |
| 1.6319952564421718, | |
| 1.6082675588000432, | |
| -1.5508802055203401, | |
| 1.538930529739408, | |
| -1.5111564074265005, | |
| 1.5037903276972857, | |
| -1.4796128607046823, | |
| 1.46919518182407, | |
| -1.4482745056109854, | |
| -1.4350999574719263, | |
| -1.4070756003849856, | |
| -1.4037868542999448, | |
| 1.4030844083832257, | |
| -1.397483379847206, | |
| 1.394014828806739, | |
| 1.3881511371267556, | |
| 1.3862241942238207, | |
| 1.3764298698795534, | |
| 1.3724375070270969, | |
| 1.3428731827527016, | |
| -1.3352902369742647, | |
| -1.3215347332808995, | |
| 1.3174363540643452, | |
| 1.3018223594505918, | |
| 1.3010182818651348, | |
| 1.2997033985747843, | |
| 1.2965201199247653, | |
| -1.2825288224357254, | |
| -1.279764344625463, | |
| 1.2745672767099616, | |
| 1.2651724253711953, | |
| 1.2626654678241187, | |
| -1.2481058190767553, | |
| -1.2457782566774436, | |
| 1.2358837311241235, | |
| -1.234286988265231, | |
| -1.2342460096354344, | |
| -1.2229917721533727, | |
| -1.2227128907343523, | |
| 1.221598165979257, | |
| -1.2094176837382187, | |
| 1.2023511202857167, | |
| -1.1732136430281086, | |
| -1.1614089793749354, | |
| 1.155516232252265, | |
| 1.154277037058307, | |
| 1.153868455473749, | |
| 1.1535919401578145, | |
| -1.1527711647170618, | |
| -1.1375887506549465, | |
| 1.1277617088174676, | |
| -1.1217746437645586, | |
| 1.1203582340905072, | |
| -1.1192439673203036, | |
| 1.1113356237459846, | |
| -1.0749724650666466, | |
| 1.0733178070426963, | |
| -1.069514328949545, | |
| 1.06855847849443, | |
| 1.0673342803051744, | |
| 1.066418677436723, | |
| -1.052507510864848, | |
| -1.0482553618888213, | |
| -1.0432029318431173, | |
| -1.0395761057622501, | |
| 1.0361048423414383, | |
| 1.030482153548684, | |
| 1.0298068340298527, | |
| -1.0291678426858764, | |
| -1.0237954619325154, | |
| -1.0233585048330112, | |
| 1.0220159194839145, | |
| 1.0205732578609241, | |
| 1.0195667613353285, | |
| -1.0136058146062472, | |
| -0.9998527431646864, | |
| 0.9855186573045479, | |
| -0.9843544380198727, | |
| 0.9833213544761932, | |
| 0.9815925847480227, | |
| 0.9763788680270747, | |
| 0.9747165274301509, | |
| 0.9730095044237959, | |
| 0.9709933901532706, | |
| 0.9702926802945276, | |
| 0.9573537643230355, | |
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| ], | |
| "Absolute Coefficient": [ | |
| 3.070359080845876, | |
| 3.021818114425866, | |
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| 1.397483379847206, | |
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| 6.79464848714796e-15, | |
| 3.5450339932945877e-15, | |
| 2.8803401195518526e-15, | |
| 2.2156462458091173e-16, | |
| 1.4770974972060784e-16, | |
| 7.385487486030392e-17, | |
| 7.385487486030392e-17 | |
| ] | |
| }, | |
| "cv_performance": { | |
| "prediction": { | |
| "accuracy": 89.64912280701756, | |
| "precision": 89.64912280701756, | |
| "recall": 100.0, | |
| "f1": 94.50528693428292 | |
| }, | |
| "selection": { | |
| "precision": 0.2029023545343483, | |
| "recall": 1.0, | |
| "f1": 0.3373034863526531, | |
| "jaccard": 0.16928632478632477 | |
| } | |
| } | |
| } |