| { | |
| "significant_genes": { | |
| "Variable": [ | |
| "IQGAP3", | |
| "KCNV2", | |
| "KRBA1", | |
| "TEX13A", | |
| "DCAF4L2", | |
| "LHFPL4", | |
| "CCDC160", | |
| "LAIR2", | |
| "SNW1", | |
| "C5AR2", | |
| "MAPK8IP2", | |
| "ZBTB20-AS1", | |
| "ARPP21", | |
| "LRRC37A5P", | |
| "CALHM1", | |
| "ABCA12", | |
| "BNIPL", | |
| "GNB1L", | |
| "LINC01587", | |
| "CD300LD-AS1", | |
| "MAGEB1", | |
| "CHRM1", | |
| "OR1E1", | |
| "POLR1HASP", | |
| "APOA2", | |
| "HAO1", | |
| "MROH6", | |
| "ZNF366", | |
| "GPR75", | |
| "SSTR5", | |
| "SPACA7", | |
| "KCNJ14", | |
| "MYRIP", | |
| "FABP3", | |
| "CACNA1I", | |
| "ANKRD33B", | |
| "TUB", | |
| "IFNA17", | |
| "EVPLL", | |
| "MTBP", | |
| "NCKAP5L", | |
| "NOX5", | |
| "ENTPD3-AS1", | |
| "RPAP1", | |
| "DLK2", | |
| "FAM9C", | |
| "NPIPB15", | |
| "WFIKKN2", | |
| "GPR161", | |
| "RBFADN", | |
| "TEX36-AS1", | |
| "RAG2", | |
| "CTRC", | |
| "CDKAL1", | |
| "CSH1", | |
| "NCS1", | |
| "MTNR1A", | |
| "CCSER1", | |
| "OR7A10", | |
| "PLPPR1", | |
| "SSTR4", | |
| "KMT5A", | |
| "GATA3-AS1", | |
| "FMO6P", | |
| "PNPO", | |
| "PRG4", | |
| "PKD1L1", | |
| "NPHS1", | |
| "TMCO5A", | |
| "H3-4", | |
| "TRPC3", | |
| "STATH", | |
| "ZNF90", | |
| "KRT24", | |
| "ALB", | |
| "CIMAP1A", | |
| "WHRN", | |
| "DGCR11", | |
| "SPATA25", | |
| "PPP4R4", | |
| "CTSG", | |
| "SCG5", | |
| "GREM2", | |
| "ADAMTS6", | |
| "CST9", | |
| "S100A7", | |
| "DEUP1", | |
| "FLJ33534", | |
| "CCDC148", | |
| "LEPR", | |
| "SENP5", | |
| "PHETA2", | |
| "TMEM108", | |
| "ODAPH", | |
| "PTCH2", | |
| "AACSP1", | |
| "FLJ30679", | |
| "GTF2F2", | |
| "ADAD1", | |
| "POU3F2", | |
| "ELOVL2-AS1", | |
| "PIWIL1", | |
| "BAAT", | |
| "CSHL1", | |
| "CRYAA", | |
| "GSX2", | |
| "PLA2G3", | |
| "RBP3", | |
| "ZAN", | |
| "ARL15", | |
| "PCDHGB8P", | |
| "RNF212B", | |
| "CYLC1", | |
| "AGT", | |
| "C8orf17", | |
| "ZFR2", | |
| "TENM3", | |
| "ERBB4", | |
| "TMEM26", | |
| "TBR1", | |
| "CHCT1", | |
| "HOXD1", | |
| "MAGEA4", | |
| "TEX55", | |
| "CHRNE", | |
| "MICA", | |
| "C12orf54", | |
| "RGS9BP", | |
| "GARIN6", | |
| "WBP2NL", | |
| "MAPK4", | |
| "CRISP2", | |
| "PDZD4", | |
| "DSCR8", | |
| "POM121", | |
| "NHEG1", | |
| "CATR1", | |
| "GLRA1", | |
| "RENBP", | |
| "OR1D2", | |
| "OR51B5", | |
| "RIPPLY1", | |
| "ANKMY1", | |
| "ATP8B5P", | |
| "PPM1N", | |
| "NLRP4", | |
| "HAGHL", | |
| "ZAR1", | |
| "MAPK7", | |
| "SLC25A21", | |
| "GHRHR", | |
| "HMHB1", | |
| "RTL3", | |
| "MYF6", | |
| "CDH24", | |
| "PPARD", | |
| "ARHGAP36", | |
| "RD3", | |
| "HMX1", | |
| "OR1C1", | |
| "KLHDC8A", | |
| "OR2B6", | |
| "CACNA2D2", | |
| "UBQLN3", | |
| "ATOH8", | |
| "DDC-AS1", | |
| "ERCC6L2", | |
| "PATL2", | |
| "CD70", | |
| "DLGAP2", | |
| "TBC1D25", | |
| "ATP12A", | |
| "LINC01558", | |
| "KCNQ3", | |
| "BPIFB6", | |
| "KRTAP19-3", | |
| "MUTYH", | |
| "GALR3", | |
| "CYP4F29P", | |
| "SACS-AS1", | |
| "HOXC9", | |
| "GUSBP5", | |
| "CELA3A", | |
| "ITGBL1", | |
| "HCG4", | |
| "PRMT2", | |
| "OR5P3", | |
| "KEL", | |
| "SLC1A2", | |
| "DHRS2", | |
| "RNF157-AS1", | |
| "TTTY12", | |
| "KCNMB3", | |
| "HTATSF1P2", | |
| "MPIG6B", | |
| "IL36G", | |
| "RASL11B", | |
| "GCM1", | |
| "RFTN2", | |
| "NAALADL2", | |
| "CCN6", | |
| "ADAMTS19", | |
| "AURKC", | |
| "MSMB", | |
| "TMEM121B", | |
| "MIR34A", | |
| "ATXN3L", | |
| "C21orf58", | |
| "HCG22", | |
| "CYP2F1", | |
| "C10orf95", | |
| "FAM187B", | |
| "LRRC18", | |
| "FGFRL1", | |
| "SLC19A4P", | |
| "SLIT1", | |
| "NKX2-8", | |
| "CBY3", | |
| "RIGI", | |
| "KNCN", | |
| "ZNF546", | |
| "FGF13-AS1", | |
| "GDF9", | |
| "KRT3", | |
| "DLEU7-AS1", | |
| "PCAT6", | |
| "FAM24B", | |
| "ZNF157", | |
| "ZNF436", | |
| "EDDM3B", | |
| "ATP2B2", | |
| "SEMA4F", | |
| "TAMALIN-AS1", | |
| "PDCL2", | |
| "GNRHR", | |
| "OTP", | |
| "FGB", | |
| "RGMB", | |
| "GHET1", | |
| "CRX", | |
| "B4GALT2", | |
| "ANKUB1", | |
| "SLC16A2", | |
| "USHBP1", | |
| "VAC14-AS1", | |
| "FRAT2", | |
| "KRT40", | |
| "DMBX1", | |
| "C11orf40", | |
| "PRORY", | |
| "GPR6", | |
| "OOSP2", | |
| "PSG9", | |
| "DMRTA2", | |
| "D21S2088E", | |
| "YJU2B", | |
| "MAS1L", | |
| "PRR3", | |
| "DDX53", | |
| "MPP4", | |
| "SMTNL1", | |
| "LINC02877", | |
| "PRR23E", | |
| "GDF3", | |
| "NTNG2", | |
| "PGBD4", | |
| "ITIH1", | |
| "RBM46", | |
| "OR11A1", | |
| "ZNF205", | |
| "DNAH8", | |
| "FOXN3-AS2", | |
| "IL9R", | |
| "SHISA8", | |
| "ALG10", | |
| "CHRM2", | |
| "RSU1P2", | |
| "PNMA6A", | |
| "PURB", | |
| "ADGRF4", | |
| "C1orf74", | |
| "OLFM2", | |
| "NKX2-1-AS1", | |
| "PPIEL", | |
| "LIPE-AS1", | |
| "KCNK15", | |
| "IGF2BP1", | |
| "GDNF", | |
| "SPRY2", | |
| "TTTY14", | |
| "EQTN", | |
| "TSSK1B", | |
| "VENTX", | |
| "RGS8", | |
| "ZNF683", | |
| "SAMD14", | |
| "FER1L6-AS1", | |
| "TUBGCP4", | |
| "ZNF385B", | |
| "POPDC1-AS1", | |
| "GPR22", | |
| "TBX5", | |
| "DCTN1-AS1", | |
| "TARBP2", | |
| "ANP32D", | |
| "NECAB1", | |
| "CD5L", | |
| "NRG1", | |
| "OR2J3", | |
| "SCGB1A1", | |
| "NME9", | |
| "IZUMO2", | |
| "CST5", | |
| "DAOA-AS1", | |
| "GALR1", | |
| "EDAR", | |
| "CHRNA9", | |
| "MGC2889", | |
| "DGCR6L", | |
| "NALCN", | |
| "RBMXL2", | |
| "SLC9A5", | |
| "CFAP53", | |
| "MYH8", | |
| "BEX5", | |
| "IRAG1-AS1", | |
| "TBX20", | |
| "SPAG17", | |
| "TEX22", | |
| "PLD6", | |
| "HBQ1", | |
| "TMEM132E", | |
| "CFAP126", | |
| "IRGC", | |
| "ERC2", | |
| "NFYC-AS1", | |
| "JAKMIP1", | |
| "FRRS1", | |
| "TRAF2", | |
| "KRTAP1-1", | |
| "CARD14", | |
| "TVP23C", | |
| "APOH", | |
| "NEUROG3", | |
| "SERPINB12", | |
| "HYAL4", | |
| "ARHGAP39", | |
| "DSCC1", | |
| "SPATA22", | |
| "SBSN", | |
| "SNORA21", | |
| "GLP2R", | |
| "NHLH2", | |
| "FATE1", | |
| "PPP2R2C", | |
| "XKR7", | |
| "PAX1", | |
| "ZNF446", | |
| "REDIC1", | |
| "GRIA1", | |
| "VSTM1", | |
| "CRTAM", | |
| "DUS3L", | |
| "DBIL5P", | |
| "HPN", | |
| "OR51I1", | |
| "KRTAP1-5", | |
| "BPIFB2", | |
| "LGSN", | |
| "HCN1", | |
| "HAGLROS", | |
| "ELOVL3", | |
| "PRTN3", | |
| "SLC35D3", | |
| "DSG4", | |
| "IL1F10", | |
| "ABCB9", | |
| "ZNF208", | |
| "SLC16A9", | |
| "SOX21-AS1", | |
| "ASIC5", | |
| "SLC30A2", | |
| "MMP27", | |
| "ST20", | |
| "CPXCR1", | |
| "SLCO5A1", | |
| "MYADML2", | |
| "TSTD2", | |
| "KRT73", | |
| "HERC2P3", | |
| "GJA8", | |
| "FZD9", | |
| "TFAP2D", | |
| "MYCBPAP", | |
| "PTTG2", | |
| "C11orf65", | |
| "TEC", | |
| "LRRK1", | |
| "A2ML1", | |
| "GPR45", | |
| "COL19A1", | |
| "LIPI", | |
| "ZNF749", | |
| "CFAP95", | |
| "MAGEE2", | |
| "APOF", | |
| "PSKH2", | |
| "DNAI3", | |
| "CLRN1", | |
| "TYRP1", | |
| "CDNF", | |
| "LRTM2", | |
| "HOXC-AS3", | |
| "ERICH5", | |
| "ZNF483", | |
| "CCL27", | |
| "RASL10A", | |
| "APCS", | |
| "SPMIP10", | |
| "VN1R1", | |
| "SPRY4", | |
| "RPS10P7", | |
| "WDR97", | |
| "ARG1", | |
| "H2BC13", | |
| "H2BC21", | |
| "DCDC2", | |
| "DPP10-AS3", | |
| "DUSP13A", | |
| "CCDC168", | |
| "SGCZ", | |
| "PRR19", | |
| "AGAP2", | |
| "KDM2B", | |
| "PPEF1", | |
| "TAAR3P", | |
| "SMG7-AS1", | |
| "ZNF266", | |
| "PCP2", | |
| "TNFRSF10D", | |
| "SPG7", | |
| "KRTAP8-1", | |
| "TPPP2", | |
| "RIMKLB", | |
| "BEST3", | |
| "RP1L1", | |
| "SRSF6", | |
| "NOG", | |
| "IQCF5-AS1", | |
| "TAPBPL", | |
| "CLN5", | |
| "RFPL1", | |
| "TSPYL6", | |
| "LINC01550", | |
| "SP3P", | |
| "MYO1H", | |
| "EP400P1", | |
| "OSTCP1", | |
| "ZSCAN25", | |
| "RBMY3AP", | |
| "RSPH14", | |
| "MIR670HG", | |
| "WDCP", | |
| "CTIF", | |
| "CNTN5", | |
| "SLC22A9", | |
| "TANGO6", | |
| "TAS2R8", | |
| "DNAJB13", | |
| "MYOZ1", | |
| "DLX6", | |
| "OR2J2", | |
| "STX18-AS1", | |
| "SERPINB11", | |
| "LOXHD1", | |
| "PTPRG-AS1", | |
| "N6AMT1", | |
| "TUNAR", | |
| "IL12A", | |
| "TRPV5", | |
| "FGF8", | |
| "FADS2", | |
| "PPBPP2", | |
| "MIATNB", | |
| "PAX4", | |
| "PRM3", | |
| "CFAP45", | |
| "TMEM207", | |
| "CDH9", | |
| "PCDH12", | |
| "ZFYVE9", | |
| "ABCA17P", | |
| "GALP", | |
| "PCARE", | |
| "ISYNA1", | |
| "HERC6", | |
| "PRAMEF10", | |
| "DPPA2", | |
| "TRPC5", | |
| "FAM9B", | |
| "ZSWIM2", | |
| "USP26", | |
| "IL2", | |
| "C19orf81", | |
| "NXF5", | |
| "FGF21", | |
| "ZNF71", | |
| "CRTAC1", | |
| "CLEC4M", | |
| "TPCN2", | |
| "EFCAB2", | |
| "CAPZA3", | |
| "MYL3", | |
| "EFCAB12", | |
| "CLYBL-AS1", | |
| "KCNH6", | |
| "POU3F3", | |
| "HLA-F-AS1", | |
| "RNF152", | |
| "PCSK1", | |
| "SYS1", | |
| "SLC25A41", | |
| "MTCP1", | |
| "OPN1SW", | |
| "SEPTIN10", | |
| "LACRT", | |
| "GBP6", | |
| "AK8", | |
| "FOXD3", | |
| "PEG10", | |
| "OR51B4", | |
| "KRT33B", | |
| "DOCK9-DT", | |
| "HEATR9", | |
| "ORM1", | |
| "CCDC120", | |
| "TERB1", | |
| "ZNF132", | |
| "POU4F3", | |
| "PENK", | |
| "POMT2", | |
| "ZNF19", | |
| "RNF122", | |
| "EPCIP", | |
| "PAGE4", | |
| "SPMIP8", | |
| "CPNE1", | |
| "MED24", | |
| "PRSS33", | |
| "OR4C1P", | |
| "YTHDF3-DT", | |
| "TEX41", | |
| "C15orf32", | |
| "STK32C", | |
| "ZDHHC15", | |
| "PAX9", | |
| "HK3", | |
| "INSL6", | |
| "RGS12", | |
| "LGALS14", | |
| "LRG1", | |
| "S1PR5", | |
| "DOC2A", | |
| "UBXN7-AS1", | |
| "TNNT1", | |
| "ASB10", | |
| "FAM9A", | |
| "LYVE1", | |
| "SPATA17", | |
| "GGN", | |
| "RIT2", | |
| "TMEM190", | |
| "LETM2", | |
| "CNBD1", | |
| "PITPNM2", | |
| "CRELD1", | |
| "FAAP24", | |
| "HCRTR2", | |
| "ADCY1", | |
| "SLC6A11", | |
| "IRX4", | |
| "CNMD", | |
| "DIO2-AS1", | |
| "DNAJB8", | |
| "LMO1", | |
| "RBL1", | |
| "CCDC91", | |
| "ADAD2" | |
| ], | |
| "Coefficient": [ | |
| -2.251136556157263, | |
| -2.2317376534639326, | |
| 1.9907344665722932, | |
| 1.8098321423899382, | |
| 1.76284915328637, | |
| -1.7136989131414921, | |
| 1.585577199418838, | |
| 1.5825437169403072, | |
| -1.5031235152610127, | |
| 1.4295948274667543, | |
| 1.4062836228630697, | |
| 1.3916452665822474, | |
| -1.3873117656244207, | |
| -1.376030516230211, | |
| -1.3614923639280756, | |
| -1.3192598017465436, | |
| -1.3029646016728362, | |
| -1.2780731362730047, | |
| 1.2425339586629425, | |
| -1.2389872210088402, | |
| 1.204751914013944, | |
| 1.1912807225988151, | |
| 1.1856971081393943, | |
| -1.1788748203197044, | |
| -1.160787478756282, | |
| -1.1432995076242036, | |
| -1.1337190246031326, | |
| -1.1318772012762333, | |
| -1.1279843617509195, | |
| -1.113942166410711, | |
| 1.0995882151953054, | |
| -1.0845372584701134, | |
| -1.0805583211185703, | |
| -1.0255265353065735, | |
| 1.014583921913338, | |
| -1.0135339533503605, | |
| -1.0087431365170971, | |
| -0.9993173977736238, | |
| 0.9981494136309342, | |
| -0.9750645543863565, | |
| -0.9720970947760573, | |
| 0.963435421194914, | |
| -0.96032479799056, | |
| -0.9602454158514916, | |
| 0.9593384119878329, | |
| -0.9378605351789454, | |
| 0.9366232892529399, | |
| -0.9281597676006206, | |
| -0.9242116201052183, | |
| 0.9225684647757425, | |
| 0.9196359427186839, | |
| -0.9157185214483542, | |
| -0.9146765570037746, | |
| -0.9103019195066424, | |
| 0.9061466439404584, | |
| 0.9026636271416342, | |
| 0.9018867104585416, | |
| -0.8986868743244747, | |
| 0.8981959058039212, | |
| 0.873940836354809, | |
| -0.8738291912058391, | |
| 0.8716939478949625, | |
| -0.8711116478522596, | |
| -0.8558713770360085, | |
| 0.8448342399934711, | |
| -0.8424058578495238, | |
| 0.8413142033851015, | |
| 0.8269258460845884, | |
| 0.8259177761164513, | |
| -0.8221582764457971, | |
| 0.8117640300745863, | |
| 0.808068005692135, | |
| 0.8080359314799017, | |
| -0.8061825248333041, | |
| 0.8043346725006776, | |
| -0.8027560645994305, | |
| 0.7977080616653858, | |
| -0.7948699641512577, | |
| -0.7933812183720844, | |
| 0.7895865593389743, | |
| 0.7871191592437335, | |
| -0.7868257658539416, | |
| 0.7826398878807129, | |
| 0.7779753610211074, | |
| -0.7748953098489931, | |
| -0.7723924165150035, | |
| -0.7688830048873294, | |
| 0.7659467580031204, | |
| 0.7533479728135614, | |
| 0.7522544941996514, | |
| -0.7513996343175422, | |
| 0.7424633571454728, | |
| 0.7396122831938179, | |
| 0.7319067770982363, | |
| 0.7315908189280238, | |
| -0.731314044913951, | |
| 0.7288029264254723, | |
| 0.7239553476413084, | |
| 0.7217249595525307, | |
| 0.7182207567414368, | |
| -0.71774178623241, | |
| 0.7084438009281777, | |
| 0.7058829495392562, | |
| 0.7056661688553688, | |
| -0.6978830154025655, | |
| 0.6967378261843823, | |
| 0.6953438735927598, | |
| -0.6886013235680462, | |
| 0.6874479205438191, | |
| 0.6870536606541079, | |
| 0.6859026647504534, | |
| 0.6853465360289839, | |
| 0.684919477528233, | |
| -0.6844238552193105, | |
| 0.679144974134384, | |
| -0.6694204546563705, | |
| 0.6586419277213936, | |
| -0.658091824467707, | |
| -0.6518308526743581, | |
| -0.6489825083001791, | |
| -0.6414094496555386, | |
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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": 0.8691821406473632, | |
| "recall": 1.5, | |
| "f1": 1.1005718638891824, | |
| "jaccard": 0.5539811758583731 | |
| } | |
| } | |
| } |