| { | |
| "significant_genes": { | |
| "Variable": [ | |
| "RBMY1E", | |
| "ACP3", | |
| "TMPRSS11BNL", | |
| "ASB10", | |
| "ACOT12", | |
| "STATH", | |
| "GPR12", | |
| "ABCA4", | |
| "TRPV5", | |
| "SCARNA20", | |
| "LINC00523", | |
| "AAA1", | |
| "RBP3", | |
| "SEMG2", | |
| "ABHD11", | |
| "DLEU7", | |
| "TSHB", | |
| "C10orf71", | |
| "NKX6-2", | |
| "ADAMTS19", | |
| "BNIPL", | |
| "ZDHHC19", | |
| "AEN", | |
| "ADTRP", | |
| "CPNE6", | |
| "ARSL", | |
| "FGF10", | |
| "SNORA2B", | |
| "NKX1-2", | |
| "DRD2", | |
| "GDF3", | |
| "SNORA75", | |
| "ABTB3", | |
| "ACTRT3", | |
| "ACSL6", | |
| "CCK", | |
| "LINC01600", | |
| "DIPK1A", | |
| "GPR88", | |
| "LCE1C", | |
| "KLRC1", | |
| "GPR50", | |
| "KRT37", | |
| "ADRB1", | |
| "BMP15", | |
| "STON1-GTF2A1L", | |
| "GNAT1", | |
| "TMEM229A", | |
| "SLC7A3", | |
| "IL11", | |
| "SPATA31A5", | |
| "GBP3", | |
| "DGAT2L6", | |
| "CXorf66", | |
| "ADGRG3", | |
| "HCN1", | |
| "GSG1L", | |
| "GNAZ", | |
| "ASCL2", | |
| "LINC00200", | |
| "IGDCC3", | |
| "LALBA", | |
| "CLPS", | |
| "MYF5", | |
| "RBMY1F", | |
| "SFTA3", | |
| "ITIH2", | |
| "KCNQ4", | |
| "PCAT4", | |
| "HTR3C", | |
| "SCUBE2", | |
| "PTCHD3", | |
| "AADACL4", | |
| "GOLGA5", | |
| "LINC00052", | |
| "PADI4", | |
| "OR6K3", | |
| "CLEC4C", | |
| "ADAMTS6", | |
| "SERPINB10", | |
| "C11orf16", | |
| "ADIPOQ", | |
| "CDAN1", | |
| "ACSF2", | |
| "ACYP1", | |
| "ABR", | |
| "MGC16025", | |
| "CFAP97D1", | |
| "AGMAT", | |
| "MIMT1", | |
| "LYZL6", | |
| "BPIFB2", | |
| "ABCC8", | |
| "AIRE", | |
| "TMCO2", | |
| "PON1", | |
| "HAS1", | |
| "GNAS-AS1", | |
| "CYP1A1", | |
| "LINC01554", | |
| "CD274", | |
| "RRH", | |
| "FTLP10", | |
| "CSNK1A1P1", | |
| "CRISP2", | |
| "RBMY1J", | |
| "BANF2", | |
| "INMT", | |
| "SPRR2B", | |
| "AMD1", | |
| "MAS1", | |
| "FAM74A4", | |
| "TMPRSS4", | |
| "INSL6", | |
| "GARIN6", | |
| "ATP2B3", | |
| "DEFB132", | |
| "SNORA9", | |
| "ERC2-IT1", | |
| "GARIN4", | |
| "ADI1", | |
| "GRM4", | |
| "SYT4", | |
| "ACOX2", | |
| "G6PC2", | |
| "CLDN15", | |
| "SS18", | |
| "DLK1", | |
| "CELA2B", | |
| "EPX", | |
| "KRT3", | |
| "AGXT", | |
| "LINC00161", | |
| "PPP2R1B", | |
| "KLHL33", | |
| "GPR6", | |
| "CD163L1", | |
| "IQCF5", | |
| "TTC29", | |
| "FCAR", | |
| "KLK2", | |
| "TAAR6", | |
| "OPN1MW", | |
| "DNAJC25-GNG10", | |
| "FAM110B", | |
| "ACADM", | |
| "PCDHGB4", | |
| "PLA2G2A", | |
| "TMC7", | |
| "OR6F1", | |
| "DCLRE1A", | |
| "ADAM22", | |
| "POM121L10P", | |
| "TUBA8", | |
| "PCOTH", | |
| "ANK2", | |
| "FOXL2", | |
| "FOXN1", | |
| "SCARNA18", | |
| "PGAP4", | |
| "HOMEZ", | |
| "TAS2R8", | |
| "CCDC43", | |
| "H2BC15", | |
| "GNAT2", | |
| "CHPT1", | |
| "MLN", | |
| "ADRA1D", | |
| "EPS8L2", | |
| "E2F3", | |
| "USP17L9P", | |
| "RBMXL2", | |
| "TRIM49", | |
| "FAM66D", | |
| "MEG8", | |
| "KIFC3", | |
| "RFPL4B", | |
| "NMUR2", | |
| "BAHD1", | |
| "ACSS1", | |
| "LIPT2", | |
| "TTTY10", | |
| "AIF1L", | |
| "LMOD2", | |
| "COPG1", | |
| "CATSPERZ", | |
| "XIRP1", | |
| "H2BC13", | |
| "ZIC1", | |
| "MIEF2", | |
| "PLEKHD1", | |
| "PLEKHG4B", | |
| "ACCS", | |
| "ALX4", | |
| "H2AC21", | |
| "FBXW2", | |
| "OR2G3", | |
| "TERC", | |
| "PLIN3", | |
| "B3GALT2", | |
| "ACY1", | |
| "PDGFRA", | |
| "GPR156", | |
| "IRX6", | |
| "CCNG1", | |
| "C2orf78", | |
| "CIAO1", | |
| "ADGRL4", | |
| "KLHL31", | |
| "IFNA7", | |
| "CFHR4", | |
| "OR2AG1", | |
| "PRSS55", | |
| "ZFYVE28", | |
| "EPHB4", | |
| "ZIC4", | |
| "SHC3", | |
| "MYH15", | |
| "LCE3C", | |
| "UTS2", | |
| "TAS2R40", | |
| "CLP1", | |
| "SFTPA1", | |
| "ADAD2", | |
| "HHIP", | |
| "ZNF556", | |
| "ADH1C", | |
| "OR2A4", | |
| "TEKT4", | |
| "TONSL", | |
| "IFNA16", | |
| "VIM", | |
| "HTR2A", | |
| "CHRNG", | |
| "MOCS1", | |
| "ZFP57", | |
| "PRB4", | |
| "CHRD", | |
| "AMZ2", | |
| "MSH4", | |
| "IQCN", | |
| "CUX2", | |
| "EXOC4", | |
| "R3HDM2", | |
| "TRHR", | |
| "EML4", | |
| "BPIFA4P", | |
| "SEMG1", | |
| "AURKC", | |
| "LRRC37A", | |
| "ACSM1", | |
| "OR10V1", | |
| "CHODL-AS1", | |
| "GUCY2F", | |
| "FOXE3", | |
| "CCDC190", | |
| "MANBAL", | |
| "COPS8", | |
| "FNDC7", | |
| "RAB2B", | |
| "KRT1", | |
| "WRNIP1", | |
| "XIRP2", | |
| "IL19", | |
| "PEAR1", | |
| "GALNTL6", | |
| "CYP26C1", | |
| "ACSL4", | |
| "DNER", | |
| "SPMIP7", | |
| "VPS54", | |
| "SNORA44", | |
| "TMPRSS2", | |
| "VWC2L", | |
| "OR3A3", | |
| "SKIDA1", | |
| "FAM170B", | |
| "AURKA", | |
| "PIWIL3", | |
| "CELSR2", | |
| "CNGA3", | |
| "RPTN", | |
| "TWIST2", | |
| "GABRG3", | |
| "FAM72A", | |
| "STH", | |
| "TAS2R60", | |
| "SLC7A10", | |
| "ABRAXAS1", | |
| "DNM2", | |
| "ABHD17C", | |
| "ASB17", | |
| "RIMBP2", | |
| "TNNC2", | |
| "CRIPTO3", | |
| "PPAN-P2RY11", | |
| "LINGO3", | |
| "RHO", | |
| "TUBG2", | |
| "SLC22A10", | |
| "CCNO", | |
| "GLIS3-AS1", | |
| "CAPS", | |
| "RIPPLY3", | |
| "NSUN4", | |
| "OR6B1", | |
| "ATXN7L2", | |
| "COG4", | |
| "CPA1", | |
| "PCDH20", | |
| "KCNB1", | |
| "OR2F1", | |
| "SHCBP1L", | |
| "CHRM5", | |
| "SYTL5", | |
| "SHISA6", | |
| "CLEC5A", | |
| "AKR1E2", | |
| "TEDDM1", | |
| "SLIRP-OT1", | |
| "SMOX", | |
| "NAT1", | |
| "EXT1", | |
| "CASP8", | |
| "SNORA22", | |
| "KCNQ3", | |
| "ZFY", | |
| "NOMO3", | |
| "NKAIN3", | |
| "ZPBP2", | |
| "DCAF4L2", | |
| "PLCXD3", | |
| "EPGN", | |
| "TRIB2", | |
| "UGT2B28", | |
| "FAM106A", | |
| "FUNDC2P2", | |
| "BDKRB2", | |
| "RAET1L", | |
| "PITX3", | |
| "OR5K3", | |
| "OR1E2", | |
| "OAZ3", | |
| "PRMT8", | |
| "GCLC", | |
| "CNEP1R1", | |
| "CAPN11", | |
| "SLC38A9", | |
| "OR52W1", | |
| "CLCN4", | |
| "PCDHGA8", | |
| "H2BC17", | |
| "OR52B2", | |
| "GPR27", | |
| "ABCB4", | |
| "ZP2", | |
| "IGLL1", | |
| "FAM228A", | |
| "ACADSB", | |
| "PROSER1", | |
| "B4GALT6", | |
| "PSG10P", | |
| "COX4I2", | |
| "DNMT3L", | |
| "VSTM2B", | |
| "CFAP299", | |
| "ONECUT1", | |
| "C1QTNF9", | |
| "ZNF583", | |
| "CLGN", | |
| "EFL1", | |
| "OR1D2", | |
| "HTRA3", | |
| "C1orf185", | |
| "TEAD4", | |
| "CREB3L1", | |
| "NXF5", | |
| "TRMT1L", | |
| "INVS", | |
| "INSM2", | |
| "CCDC144BP", | |
| "IL25", | |
| "KCNA2", | |
| "SCMH1", | |
| "POLR2J3", | |
| "GPX6", | |
| "POLR2J2", | |
| "OR2AK2", | |
| "IFITM4P", | |
| "DIO3", | |
| "ACO1", | |
| "GRXCR2", | |
| "RTN2", | |
| "ACTB", | |
| "C10orf55", | |
| "USP9Y", | |
| "FRMD5", | |
| "GRB7", | |
| "HLA-DQA2", | |
| "EGFEM1P", | |
| "ACTN3", | |
| "SUMF2", | |
| "MYOC", | |
| "AMELX", | |
| "MYADML2", | |
| "AMFR", | |
| "TEX12", | |
| "COL15A1", | |
| "RNASEL", | |
| "FAM9A", | |
| "FRMD4A", | |
| "SH3YL1", | |
| "PBX3", | |
| "DEFB126", | |
| "H3C6", | |
| "KLRC2", | |
| "FGF7P3", | |
| "STMN4", | |
| "LINGO2", | |
| "CHN1", | |
| "ANKRD20A8P", | |
| "FBXO24", | |
| "LLGL1", | |
| "CLDN5", | |
| "PM20D1", | |
| "CABP4", | |
| "TCHH", | |
| "ALG8", | |
| "GPR135", | |
| "TNP2", | |
| "NLRP10", | |
| "FNDC1", | |
| "DCAF10", | |
| "LCE2C", | |
| "C1orf146", | |
| "GRID2IP", | |
| "IRAG2", | |
| "PEX5L", | |
| "OR5P2", | |
| "AVPI1", | |
| "MYBPC1", | |
| "PCDHGB7", | |
| "ZP3", | |
| "ABCG2", | |
| "VN1R10P", | |
| "ADM2", | |
| "VIPR1", | |
| "MAST2", | |
| "UTY", | |
| "DDX59", | |
| "SNORA62", | |
| "FANCG", | |
| "SNORA51", | |
| "ANKRD20A3P", | |
| "OR52N4", | |
| "TSSK4", | |
| "COL26A1", | |
| "ARMC2", | |
| "LINC00189", | |
| "NTN3", | |
| "SULT1C3", | |
| "MMP12", | |
| "SNORA20", | |
| "DNAJC13", | |
| "NALCN", | |
| "MYMK", | |
| "MEGF6", | |
| "SIGLEC16", | |
| "C19orf73", | |
| "DCP1B", | |
| "HMX3", | |
| "MGARP", | |
| "INSL4", | |
| "SLC35F4", | |
| "KRT80", | |
| "GNG8", | |
| "ABCC11", | |
| "TULP2", | |
| "ACHE", | |
| "REV1", | |
| "LDHAL6B", | |
| "LRRIQ4", | |
| "GPA33", | |
| "THNSL2", | |
| "CCDC144NL", | |
| "LOC100133920", | |
| "MYOD1", | |
| "ADAMTS15", | |
| "C12orf56", | |
| "ANO2", | |
| "C20orf173", | |
| "H1-10", | |
| "BDKRB1", | |
| "CDC23", | |
| "ANKLE2", | |
| "IL5", | |
| "GALNT13", | |
| "TTTY6B", | |
| "CACNA2D2", | |
| "FAM24A", | |
| "ANAPC7", | |
| "FAM153CP", | |
| "CDX1", | |
| "ARL17B", | |
| "MUC21", | |
| "OR8B8", | |
| "NUFIP1", | |
| "OR51G2", | |
| "NRG2", | |
| "EPHB2", | |
| "SAMD1", | |
| "YIPF7", | |
| "TAS2R50", | |
| "TSPAN4", | |
| "APCDD1L", | |
| "LIPN" | |
| ], | |
| "Coefficient": [ | |
| 0.02778326310313186, | |
| -0.023460526848145716, | |
| 0.023189612217379578, | |
| -0.02229754294278988, | |
| -0.02176747784207256, | |
| -0.02094878677277507, | |
| -0.02010832534339521, | |
| -0.01951863393891878, | |
| -0.018733178375616517, | |
| 0.018654262536544983, | |
| 0.01848848114190956, | |
| -0.017622719566250278, | |
| 0.016662329904102418, | |
| -0.015845195904840466, | |
| 0.0157640052696378, | |
| 0.015734353991753748, | |
| 0.0155281651887393, | |
| -0.015476270807776013, | |
| -0.014701434261014884, | |
| -0.013408243170401825, | |
| -0.013040905822006432, | |
| 0.012642482415794375, | |
| 0.012442586579516026, | |
| -0.011872246546447267, | |
| -0.011872130053652652, | |
| -0.011831429566470044, | |
| -0.011621318403830235, | |
| 0.010770016339863346, | |
| 0.010166074191000957, | |
| -0.010107602007843958, | |
| -0.009247393027047154, | |
| 0.009154418103879323, | |
| -0.009144727326790354, | |
| -0.00896801890570657, | |
| -0.008937817359321172, | |
| -0.008399693202454627, | |
| -0.007915659287456743, | |
| 0.007908464631373317, | |
| 0.007854598482402848, | |
| 0.007625056004495395, | |
| 0.007545363794252493, | |
| -0.007459468625326554, | |
| 0.007399549685059122, | |
| -0.007393144453069228, | |
| 0.007365724635157649, | |
| -0.007264292594788682, | |
| 0.0071382231144890606, | |
| -0.007090144693885242, | |
| -0.007068542943839842, | |
| -0.006806891484131787, | |
| 0.006502237020723122, | |
| -0.006476774063346011, | |
| -0.0064044397114669015, | |
| -0.006398991651409086, | |
| 0.006367389557066323, | |
| -0.006341008036207753, | |
| 0.006321312153731466, | |
| -0.006299184861995536, | |
| -0.006266793019019925, | |
| -0.006263905637146877, | |
| -0.006245232062390165, | |
| 0.006202651313339532, | |
| -0.006011134927558643, | |
| -0.005926679340587467, | |
| 0.005874761578339389, | |
| -0.005867381456176292, | |
| -0.005860085307663369, | |
| 0.005852008242063138, | |
| 0.005705034828111312, | |
| -0.0056510056711334, | |
| 0.005565819667595548, | |
| -0.005191048751491772, | |
| -0.005149195595444874, | |
| 0.005101662479984532, | |
| -0.005087100598993224, | |
| 0.004996166954041157, | |
| -0.004994146227629179, | |
| -0.004953466028095514, | |
| -0.0048541996458912875, | |
| 0.0047613983646559044, | |
| -0.004741321140605026, | |
| -0.0047367984705848016, | |
| -0.004730089263030603, | |
| -0.0046542633941209525, | |
| 0.004476096709109403, | |
| 0.004336193154322001, | |
| -0.004306788062591366, | |
| -0.0042409973074152936, | |
| -0.004238400853621934, | |
| 0.004184565950542239, | |
| -0.004165692585097546, | |
| -0.004138076074616976, | |
| -0.004134585116373408, | |
| -0.004045772108030026, | |
| 0.004026367207307228, | |
| -0.003974150509109807, | |
| 0.003952047059524129, | |
| -0.0039025460441353423, | |
| -0.003833220166225458, | |
| 0.003831831112222109, | |
| 0.0038167167953475577, | |
| 0.003752277471966619, | |
| 0.0037246944133379487, | |
| -0.003721694338671446, | |
| 0.0036003557840656873, | |
| -0.003557954156810763, | |
| -0.0035482890638051626, | |
| 0.0035188257178171813, | |
| 0.0034757530345331223, | |
| -0.003364596272144846, | |
| 0.0033572206111127886, | |
| 0.0032818546575470037, | |
| 0.0032658402484049757, | |
| 0.003265190320364096, | |
| -0.003226167061148285, | |
| -0.0032231589587143543, | |
| -0.003205329882890165, | |
| 0.0031842413159286227, | |
| -0.0031676868016730086, | |
| 0.0031324272807747742, | |
| -0.0031235990119951357, | |
| 0.0031090189300225176, | |
| 0.0030919358841517463, | |
| -0.003084658285749955, | |
| -0.0030614621170553056, | |
| -0.0030058043959118137, | |
| 0.002990360280616686, | |
| -0.002983928674943619, | |
| -0.0029786988028698835, | |
| -0.0029715146251587947, | |
| 0.0029088343321864805, | |
| -0.0028781815172179304, | |
| -0.002873072043469803, | |
| 0.002829956936985677, | |
| -0.0028179996238362833, | |
| 0.0028150343496038907, | |
| 0.0027948859721299074, | |
| -0.0027612206230820577, | |
| 0.0027397617470860548, | |
| 0.0027274904051276805, | |
| 0.0027188480410709204, | |
| 0.0026792128247602664, | |
| -0.002671259140930068, | |
| -0.0026151835279255384, | |
| -0.0026119601828922816, | |
| -0.0025998879269689885, | |
| 0.0025821865702677412, | |
| 0.002578488760343341, | |
| -0.0025656817136769233, | |
| 0.0025534409459372544, | |
| 0.0025274759124116804, | |
| -0.0025246165794990923, | |
| 0.002458639996043965, | |
| -0.0024561501258204763, | |
| -0.002436387957607491, | |
| -0.0024274530825750956, | |
| 0.002391588375276093, | |
| -0.0023903428927551738, | |
| -0.0023632169209258634, | |
| -0.0023326692059433673, | |
| 0.00231003044874103, | |
| -0.0022962770375938722, | |
| 0.0022840508366317345, | |
| 0.0022784727140200012, | |
| 0.0022248255974422764, | |
| 0.002206268013717728, | |
| -0.002205731448157496, | |
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| ], | |
| "Absolute Coefficient": [ | |
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| }, | |
| "cv_performance": { | |
| "prediction": { | |
| "accuracy": 99.375, | |
| "precision": 99.64912280701755, | |
| "recall": 99.64912280701755, | |
| "f1": 99.64912280701755 | |
| }, | |
| "selection": { | |
| "precision": 0.2790302489231644, | |
| "recall": 6.666666666666666, | |
| "f1": 0.5356018020723542, | |
| "jaccard": 0.26878911062527094 | |
| } | |
| } | |
| } |