| { | |
| "significant_genes": { | |
| "Variable": [ | |
| "ZNF277", | |
| "BARHL2", | |
| "LOC154761", | |
| "RASA4", | |
| "CNTD1", | |
| "IRGM", | |
| "CELA2A", | |
| "AMACR", | |
| "RRN3P2", | |
| "FUNDC2P2", | |
| "LINC02915", | |
| "FUS", | |
| "MYRIP", | |
| "GJB7", | |
| "AIPL1", | |
| "HS3ST2", | |
| "NMI", | |
| "CAPN13", | |
| "OR5B12", | |
| "AFM", | |
| "C11orf16", | |
| "ELAC2", | |
| "MATN4", | |
| "PKD1L3", | |
| "SLC35D3", | |
| "PCDHGA9", | |
| "ANXA10", | |
| "ART1", | |
| "SLC35F4", | |
| "OR14I1", | |
| "DCAF4L2", | |
| "SLC12A6", | |
| "RBFOX3", | |
| "ATP6V1G3", | |
| "C12orf56", | |
| "MADCAM1", | |
| "MUC13", | |
| "CALY", | |
| "KLHDC7B", | |
| "LALBA", | |
| "GBP3", | |
| "PITX3", | |
| "ACTL7A", | |
| "ATP6V1C2", | |
| "CFAP97D1", | |
| "RNF32", | |
| "SNORA80A", | |
| "DEFA6", | |
| "LGALS9B", | |
| "C3orf22", | |
| "TMEM88B", | |
| "KIR2DL4", | |
| "GPRC5D", | |
| "PCDHB13", | |
| "HNRNPA3P1", | |
| "TTTY2", | |
| "LINC00207", | |
| "MANBA", | |
| "PSD2", | |
| "FLJ30679", | |
| "ADAM2", | |
| "OR2A2", | |
| "FCN2", | |
| "H2AC15", | |
| "BLID", | |
| "STXBP5", | |
| "ANXA8L1", | |
| "FAM222A", | |
| "SKAP1", | |
| "SHISA3", | |
| "FAM226B", | |
| "LEUTX", | |
| "TIPIN", | |
| "FGF19", | |
| "PRAMEF4", | |
| "IQCF3", | |
| "PCDHGA4", | |
| "CYP4F11", | |
| "OR1J2", | |
| "MAP3K7CL", | |
| "ADAM3A", | |
| "BMP3", | |
| "TAFA3", | |
| "CTSF", | |
| "OR2L8", | |
| "CRYBA1", | |
| "OSTCP1", | |
| "ALKBH5", | |
| "LCE1C", | |
| "PISRT1", | |
| "KPLCE", | |
| "ELL", | |
| "ELAVL4", | |
| "SLC5A10", | |
| "CYP2F1", | |
| "ERP29", | |
| "SERPINB11", | |
| "PCDH11Y", | |
| "GHDC", | |
| "C3orf38", | |
| "LLCFC1", | |
| "POU3F1", | |
| "SULT2A1", | |
| "OR4B1", | |
| "KRT84", | |
| "ALK", | |
| "CYP4V2", | |
| "IL1RAPL2", | |
| "POMZP3", | |
| "H3C11", | |
| "OR2M5", | |
| "C17orf107", | |
| "CCDC144CP", | |
| "OR1L6", | |
| "GALNTL5", | |
| "FOXN4", | |
| "GJD2", | |
| "FAM41C", | |
| "DNAJB1", | |
| "ANGEL1", | |
| "PSG2", | |
| "ORM1", | |
| "TSNARE1", | |
| "CLCA1", | |
| "KRTAP9-8", | |
| "OR4K15", | |
| "NKX6-2", | |
| "DNAJC18", | |
| "NPBWR1", | |
| "GLB1", | |
| "OR10H4", | |
| "RFESD", | |
| "FAM32A", | |
| "PARP3", | |
| "KLC4", | |
| "FIGNL2", | |
| "YWHAH-AS1", | |
| "CYP4A22", | |
| "ABCC6", | |
| "PRR18", | |
| "TRIML2", | |
| "IFNA17", | |
| "OR13C3", | |
| "TAC4", | |
| "PRAMEF13", | |
| "TAS2R60", | |
| "NBR2", | |
| "PCA3", | |
| "B3GALT2", | |
| "OR2J2", | |
| "BPIFB2", | |
| "WFIKKN2", | |
| "LPIN1", | |
| "CETN4P", | |
| "RAD51AP2", | |
| "FAM25A", | |
| "GTF2IP1", | |
| "CDRT15", | |
| "GCM2", | |
| "IFITM5", | |
| "KCNJ14", | |
| "C3orf20", | |
| "PRSS58", | |
| "OR4L1", | |
| "AKAP14", | |
| "ADGRG4", | |
| "DEFB103B", | |
| "KCNG1", | |
| "NR2E3", | |
| "IL17F", | |
| "CGB7", | |
| "OR8G2P", | |
| "SCN5A", | |
| "REXO1L1P", | |
| "PIK3C2G", | |
| "KBTBD11", | |
| "GSX1", | |
| "DUSP5P1", | |
| "NPPB", | |
| "APOF", | |
| "ABCA15P", | |
| "LINC01599", | |
| "NEIL3", | |
| "ASB11", | |
| "SNORA29", | |
| "FABP12", | |
| "YIPF7", | |
| "ARTN", | |
| "AGA", | |
| "SCRT1", | |
| "LRRC37A4P", | |
| "TTTY13", | |
| "INSYN2B", | |
| "SCLY", | |
| "OR5K4", | |
| "ALG1L2", | |
| "KLHL34", | |
| "ITPRID1", | |
| "BPIFB6", | |
| "ZNG1C", | |
| "ASAH2", | |
| "CDKN1B", | |
| "OR6N1", | |
| "FOXL2NB", | |
| "NXPE1", | |
| "OR5A2", | |
| "FEZF2", | |
| "DNAJC25-GNG10", | |
| "HIP1R", | |
| "OR2F1", | |
| "OR52I1", | |
| "MUC7", | |
| "C4BPA", | |
| "SPATA46", | |
| "ZPLD1", | |
| "RBMY2FP", | |
| "TRIM49", | |
| "OR4C3", | |
| "C4BPB", | |
| "TCAM1P", | |
| "NUB1", | |
| "OR6A2", | |
| "ERAP1", | |
| "LSMEM2", | |
| "HEXA", | |
| "ACP6", | |
| "PCDHGA5", | |
| "DNAJC15", | |
| "PAEP", | |
| "LRAT", | |
| "OR5H6", | |
| "SPATA31J1", | |
| "STRA8", | |
| "ADRA1A", | |
| "EXD1", | |
| "PAX4", | |
| "OR5AU1", | |
| "ECEL1", | |
| "SPACA1", | |
| "IFNA8", | |
| "TMIGD1", | |
| "DRICH1", | |
| "MAGEA5P", | |
| "HEATR6", | |
| "AKR1B15", | |
| "ARPP21", | |
| "CHERP", | |
| "OR12D2", | |
| "SYN2", | |
| "ZNF99", | |
| "DLK2", | |
| "EIF4B", | |
| "ACE2", | |
| "TBX20", | |
| "HTR1A", | |
| "BAAT", | |
| "GTF2H2C", | |
| "KRTAP1-3", | |
| "SNORA16B", | |
| "OR1F1", | |
| "ZC2HC1B", | |
| "NKX2-6", | |
| "NHEG1", | |
| "ANK2", | |
| "FAM86B2", | |
| "PRPS1L1", | |
| "H1-6", | |
| "AAA1", | |
| "PPP1R3G", | |
| "TTLL13", | |
| "PPP1R2C", | |
| "F8", | |
| "USH2A", | |
| "PATE4", | |
| "XKRYP7", | |
| "FAM25G", | |
| "ZNF322P1", | |
| "EMX2", | |
| "RGPD8", | |
| "ZPBP", | |
| "PTEN", | |
| "SLC44A4", | |
| "OR52A4P", | |
| "GPR78", | |
| "IL13RA2", | |
| "CCN6", | |
| "PPM1F", | |
| "OTX2", | |
| "UGT2B28", | |
| "DIRC3", | |
| "TBPL2", | |
| "SYTL4", | |
| "CPXCR1", | |
| "TEX11", | |
| "PROZ", | |
| "PDC", | |
| "NKAP", | |
| "VPS33B", | |
| "SNORA28", | |
| "GSG1L", | |
| "ASIC4", | |
| "STARD6", | |
| "CYP11B1", | |
| "KRTAP3-2", | |
| "GLB1L", | |
| "DMGDH", | |
| "MVK", | |
| "BET1", | |
| "SNORD15A", | |
| "BARX2", | |
| "RNF126P1", | |
| "C4orf33", | |
| "NAT8", | |
| "GAREM1", | |
| "OR6K3", | |
| "TTTY9B", | |
| "ANKMY1", | |
| "BTG2", | |
| "TMEM177", | |
| "RBP2", | |
| "FKBP1AP1", | |
| "OC90", | |
| "KRTAP5-6", | |
| "OR8B4", | |
| "AADAT", | |
| "HLA-DRB6", | |
| "LIM2", | |
| "GAGE2C", | |
| "LGALS7", | |
| "TTLL8", | |
| "ZNF319", | |
| "OR2H2", | |
| "PRCD", | |
| "SUPT6H", | |
| "OTOP2", | |
| "FGF7P3", | |
| "ANKRD20A11P", | |
| "MYBPC3", | |
| "STON1-GTF2A1L", | |
| "GAGE8", | |
| "NPY2R", | |
| "GDNF", | |
| "OPN4", | |
| "GAD1", | |
| "ZNF705D", | |
| "PYDC1", | |
| "TAFA4", | |
| "N4BP2L1", | |
| "DEFB135", | |
| "PDE6H", | |
| "PPIAL4E", | |
| "UROC1", | |
| "IQCF1", | |
| "METTL27", | |
| "HOXC8", | |
| "OR4S2", | |
| "UBAC2", | |
| "HORMAD1", | |
| "POTED", | |
| "CMAS", | |
| "RPA4", | |
| "FBXW12", | |
| "TTTY4C", | |
| "TERB1", | |
| "OR7G3", | |
| "LINC00052", | |
| "SDCBP2", | |
| "SERPINC1", | |
| "SGCZ", | |
| "RPL13AP17", | |
| "SPMAP1", | |
| "CLEC3A", | |
| "ETFA", | |
| "GALP", | |
| "GBP6", | |
| "HSPA1A", | |
| "SLC1A4", | |
| "TRIM77", | |
| "POMC", | |
| "TMC1", | |
| "TDRD12", | |
| "MED24", | |
| "SRD5A3", | |
| "KCNH6", | |
| "RRH", | |
| "TMEM14EP", | |
| "PRAMEF10", | |
| "GNG13", | |
| "PKD2L1", | |
| "CSNK1A1P1", | |
| "RLBP1", | |
| "MS4A5", | |
| "TEX36", | |
| "P4HA2", | |
| "MRGPRX1", | |
| "HDGFL1", | |
| "CST9", | |
| "OOEP", | |
| "HOMER2", | |
| "TSKU", | |
| "CTAG2", | |
| "AGTR2", | |
| "OR9A4", | |
| "GDF11", | |
| "LCN15", | |
| "PRSS48", | |
| "KHDC1", | |
| "FSHR", | |
| "ZNF560", | |
| "CXorf51A", | |
| "GOLGA8F", | |
| "TSPYL2", | |
| "OR2T4", | |
| "FANCD2OS", | |
| "C20orf144", | |
| "P3H2", | |
| "SP8", | |
| "SMAD3", | |
| "LHX8", | |
| "NECAB2", | |
| "SLC47A2", | |
| "MRPL10", | |
| "DSCAML1", | |
| "OR6C6", | |
| "TAS2R40", | |
| "FXR1", | |
| "CCDC144NL", | |
| "LY6K", | |
| "OR2A5", | |
| "OR8G5", | |
| "ADH1A", | |
| "CRYZ", | |
| "ALOX15", | |
| "IL1F10", | |
| "H3C1", | |
| "PURG", | |
| "CDH20", | |
| "SLC22A9", | |
| "FNDC1", | |
| "LOC100240734", | |
| "GLT6D1", | |
| "KDM4E", | |
| "FAM83C", | |
| "ZBED10P", | |
| "OR1G1", | |
| "TBX4", | |
| "TMOD1", | |
| "MSH3", | |
| "PLIN2", | |
| "PCDHA8", | |
| "MECOM", | |
| "TMEM202", | |
| "TLCD3B", | |
| "C4orf51", | |
| "UCP1", | |
| "RAB41", | |
| "SNORD89", | |
| "THSD7A", | |
| "APP", | |
| "KCNH7", | |
| "LCE2D", | |
| "AOX2P", | |
| "OR2M4", | |
| "UTP6", | |
| "KCNG4", | |
| "KRTAP9-9", | |
| "GATA4", | |
| "LINC01600", | |
| "MS4A6E", | |
| "NRG3", | |
| "RHOXF1", | |
| "USP17L6P", | |
| "FAM27B", | |
| "SPPL2C", | |
| "OR2T8", | |
| "CUL1", | |
| "PEDS1-UBE2V1", | |
| "BPI", | |
| "FAM138B", | |
| "ERN2", | |
| "TMPRSS11A", | |
| "SLC7A5P2", | |
| "UPK1A", | |
| "C4orf17", | |
| "KASH5", | |
| "ZC3H12D", | |
| "C1orf105", | |
| "IZUMO1", | |
| "OR4M1", | |
| "SPANXN5", | |
| "OR1B1", | |
| "TMEM52", | |
| "SPANXN1", | |
| "TRIM49D2", | |
| "DCTN2", | |
| "MGC15885", | |
| "OR10H2", | |
| "SNORA3A", | |
| "RFPL2", | |
| "USP43", | |
| "OPN1LW", | |
| "SEC14L5", | |
| "TSPO2", | |
| "DEFB136", | |
| "NAPEPLD", | |
| "SLCO1B1", | |
| "OR51M1", | |
| "PEG10", | |
| "OR7A10", | |
| "OSM", | |
| "SCN7A", | |
| "SLC5A9", | |
| "TCAF2", | |
| "NPFFR2", | |
| "MYBPC2", | |
| "CNGA4", | |
| "RDH12", | |
| "TRIM9", | |
| "BMP10", | |
| "OR5H14", | |
| "SYCP3", | |
| "LCNL1", | |
| "OR2A25", | |
| "CD69", | |
| "THG1L", | |
| "S100A12", | |
| "CDH10", | |
| "SLC22A2", | |
| "HTN3", | |
| "LINC00301", | |
| "CISD2", | |
| "CATSPER4", | |
| "KNCN", | |
| "CDCP2", | |
| "IQCK", | |
| "CDH9", | |
| "GRM3", | |
| "SAPCD1", | |
| "DSCAM", | |
| "OR10Q1", | |
| "PTX4", | |
| "KRT32", | |
| "ACER1", | |
| "ASPDH", | |
| "LINC02872", | |
| "LARGE1", | |
| "NEUROD4", | |
| "ALX1", | |
| "CCK", | |
| "SNORA36A", | |
| "SLC18A1", | |
| "GLRA1", | |
| "GAB2", | |
| "NTSR2", | |
| "TAS2R7", | |
| "TTTY6", | |
| "PAGE4", | |
| "MC2R", | |
| "FOXL2", | |
| "OR13C2", | |
| "GAB4", | |
| "C2CD4C", | |
| "TBC1D28", | |
| "IL17B", | |
| "EIPR1", | |
| "VPS8", | |
| "NAPRT", | |
| "MYH13", | |
| "LILRP2", | |
| "DLGAP2", | |
| "NPC1L1", | |
| "FABP3", | |
| "LRRC24", | |
| "OR2K2", | |
| "PGA4", | |
| "OR2T6", | |
| "OVCH2", | |
| "IFNL2", | |
| "ARX", | |
| "SLURP1", | |
| "DEFB110", | |
| "ASCL4", | |
| "IL7", | |
| "SLC44A5", | |
| "PCDHGA1", | |
| "DHCR24", | |
| "RMI1", | |
| "IGFL4", | |
| "ISX", | |
| "SNORA52", | |
| "HPRT1", | |
| "PRLH", | |
| "SPATA16", | |
| "PRUNE2", | |
| "KYAT3", | |
| "KRT81", | |
| "PIP5K1P1", | |
| "DRD2", | |
| "H1-9P", | |
| "LINC00029", | |
| "NBPF6", | |
| "FMR1NB", | |
| "CIMAP2", | |
| "OR5L1", | |
| "DENND2B", | |
| "TAS2R13", | |
| "IL20RB", | |
| "TMEM114", | |
| "GHSR", | |
| "CAPZA3", | |
| "PKP1", | |
| "RGPD1", | |
| "OR8A1", | |
| "IFNLR1", | |
| "OR4C16", | |
| "DAZ2", | |
| "SPATA31A5", | |
| "APOC1P1", | |
| "ALOXE3", | |
| "CCDC197", | |
| "CST11", | |
| "PDE6C", | |
| "SCGB2A1", | |
| "STAT5B", | |
| "MS4A8", | |
| "ASB9", | |
| "SLC6A19", | |
| "RMI2", | |
| "CT45A5", | |
| "PABPC1L2A", | |
| "IL36B", | |
| "BEND7", | |
| "PCDHB3", | |
| "PHEX", | |
| "CLEC4C", | |
| "CISH", | |
| "SNORA51", | |
| "NUTM2G", | |
| "TP53AIP1", | |
| "GPR52", | |
| "TCL6", | |
| "TFAP2B", | |
| "MAGEC1", | |
| "RFPL3", | |
| "UGT1A5", | |
| "OXGR1", | |
| "ZNF71", | |
| "SNORA61", | |
| "TENM4", | |
| "SNORA15", | |
| "ADGRF5", | |
| "GPC6", | |
| "FAM9B", | |
| "NAT1", | |
| "RPTN", | |
| "SPEM2", | |
| "CSN1S2AP", | |
| "GAD2", | |
| "CT45A2", | |
| "GLIPR2", | |
| "SIAH3", | |
| "NGB", | |
| "ABRA", | |
| "LINC02897", | |
| "FCGR3B", | |
| "OR10W1", | |
| "SALL3", | |
| "LRRC69", | |
| "MCOLN3", | |
| "SNORA70", | |
| "OR2T34", | |
| "VN1R10P", | |
| "FAM3B", | |
| "AK8", | |
| "SSTR4", | |
| "SOST", | |
| "KRTAP6-3", | |
| "PRAMEF6", | |
| "FAM24A", | |
| "UAP1", | |
| "PRR25", | |
| "SCARB1", | |
| "ADGRL3", | |
| "VIM", | |
| "ATP1A2", | |
| "SLC52A3", | |
| "ARHGAP28", | |
| "NXF4", | |
| "SNAR-A3", | |
| "STON1", | |
| "KCNU1", | |
| "CYP2C19", | |
| "IL15RA", | |
| "ZNF385B", | |
| "PRR32", | |
| "PRAMEF2", | |
| "TNR", | |
| "GFRA2", | |
| "GLYCAM1", | |
| "HCG9", | |
| "WBP2NL", | |
| "MSTO2P", | |
| "IL15", | |
| "BTBD16", | |
| "OR52H1", | |
| "OR2T35", | |
| "OR10AG1", | |
| "FAM99B", | |
| "KRTAP19-2", | |
| "GAGE2E", | |
| "BPY2", | |
| "PRR20B", | |
| "OR6C4", | |
| "OR1A1", | |
| "OPTC", | |
| "RBMY1A3P", | |
| "ADGRG7", | |
| "OR4C13", | |
| "NPS", | |
| "PCDHB8", | |
| "KRTAP27-1", | |
| "ANO1", | |
| "OR10K2", | |
| "AP2A2", | |
| "DCD", | |
| "OR52E2", | |
| "KRT35", | |
| "PPIAL4A", | |
| "OR6C74", | |
| "OR1S1", | |
| "SNORD9", | |
| "EMX2OS", | |
| "PLA2G4D", | |
| "TGM6", | |
| "RBMY3AP", | |
| "SNAR-E", | |
| "PRR20D", | |
| "SNAR-G1", | |
| "SNAR-H", | |
| "SNAR-G2", | |
| "SNORA11C", | |
| "KRTAP20-2" | |
| ], | |
| "Coefficient": [ | |
| -2.7957570032906522, | |
| -2.552862727662921, | |
| 2.1913956553994995, | |
| -2.1304660400665254, | |
| -2.070432949851781, | |
| -2.0603307334615053, | |
| -1.9900974532912494, | |
| -1.9883639434048643, | |
| -1.9529515899320307, | |
| 1.8827850018006234, | |
| 1.8567061400235398, | |
| 1.842708824330708, | |
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| 9.26003844059012e-18, | |
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| 9.26003844059012e-18 | |
| ], | |
| "Absolute Coefficient": [ | |
| 2.7957570032906522, | |
| 2.552862727662921, | |
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| }, | |
| "cv_performance": { | |
| "prediction": { | |
| "accuracy": 89.82456140350877, | |
| "precision": 90.2341419202155, | |
| "recall": 99.41430817610065, | |
| "f1": 94.56452692727764 | |
| }, | |
| "selection": { | |
| "precision": 0.12376698063960183, | |
| "recall": 0.8, | |
| "f1": 0.21430662656396987, | |
| "jaccard": 0.10736330034362421 | |
| } | |
| } | |
| } |