| { | |
| "significant_genes": { | |
| "Variable": [ | |
| "BFAR", | |
| "CTSG", | |
| "IGFALS", | |
| "CMYA5", | |
| "DSC1", | |
| "HSFY2", | |
| "XKR8", | |
| "ANKS4B", | |
| "OR10A3", | |
| "FLJ13224", | |
| "FNDC7", | |
| "CD200R1L", | |
| "MGC12916", | |
| "OR52H1", | |
| "PDHA2", | |
| "C1QTNF9B", | |
| "MCM10", | |
| "TAS2R5", | |
| "OR2W1", | |
| "CHRNA10", | |
| "FAM3B", | |
| "NPC1L1", | |
| "IL23R", | |
| "GRHL2", | |
| "FGF4", | |
| "TFDP3", | |
| "TRIM60", | |
| "ANO7", | |
| "ACOXL", | |
| "SNORA11B", | |
| "TUBBP5", | |
| "HOMER2", | |
| "TAS2R39", | |
| "LILRB5", | |
| "NUTM1", | |
| "MAL", | |
| "LIPK", | |
| "CLEC4GP1", | |
| "SEPHS1", | |
| "ORC4", | |
| "CDHR2", | |
| "ZBTB22", | |
| "LGALS7B", | |
| "OR1D4", | |
| "FKBP9", | |
| "C5orf52", | |
| "GTF2H2", | |
| "ZG16", | |
| "SPATA1", | |
| "GAGE2D", | |
| "NEUROD2", | |
| "CEPT1", | |
| "RBMY1B", | |
| "LINC00469", | |
| "C4BPA", | |
| "UNCX", | |
| "KRTAP10-10", | |
| "PAX4", | |
| "PTPRD", | |
| "PCDHB11", | |
| "RHBDL3", | |
| "PI4KAP1", | |
| "FBXO40", | |
| "GDNF", | |
| "CRYGD", | |
| "AGMO", | |
| "OPN1SW", | |
| "GRXCR2", | |
| "GSC", | |
| "TUBAL3", | |
| "LTK", | |
| "SYT10", | |
| "DKKL1", | |
| "EME1", | |
| "FAM182A", | |
| "CAMKV", | |
| "ONECUT1", | |
| "TRIM40", | |
| "PHGDH", | |
| "GKN1", | |
| "ZNF716", | |
| "CCL24", | |
| "MS4A10", | |
| "CD300LD-AS1", | |
| "HOTAIR", | |
| "CLDN20", | |
| "DEFB135", | |
| "NLRP10", | |
| "TTTY2", | |
| "KCNE5", | |
| "ASB12", | |
| "STH", | |
| "C10orf95", | |
| "OR7E37P", | |
| "SDHAP2", | |
| "KC6", | |
| "DLK1", | |
| "SLCO4C1", | |
| "OR10G8", | |
| "GASK1A", | |
| "KRTAP10-8", | |
| "FAM47A", | |
| "DPF1", | |
| "SERPINB13", | |
| "PCDHA10", | |
| "SNX32", | |
| "SERPINC1", | |
| "TRIML1", | |
| "CNPY1", | |
| "OR51I2", | |
| "ZNG1F", | |
| "TMEM30CP", | |
| "SIX6", | |
| "POU5F2", | |
| "SIAH1", | |
| "OR2T3", | |
| "OR6S1", | |
| "LOC100130691", | |
| "SCX", | |
| "EIF3H", | |
| "LEUTX", | |
| "INSRR", | |
| "SNORA58", | |
| "LRRC8E", | |
| "SERPINA13P", | |
| "SLC43A2", | |
| "METTL9", | |
| "OR4N5", | |
| "PRKAG3", | |
| "COL19A1", | |
| "WDR41", | |
| "MCCD1", | |
| "OR5M1", | |
| "MEAK7", | |
| "FRMPD2B", | |
| "PDE1C", | |
| "TDRD3", | |
| "TBX20", | |
| "ASCL1", | |
| "TRPC3", | |
| "KCNJ6", | |
| "TRHDE", | |
| "NXPH2", | |
| "RLN3", | |
| "XKR9", | |
| "ZC3H12B", | |
| "SGCZ", | |
| "TMEM106A", | |
| "CEACAM8", | |
| "DEFB109B", | |
| "PGA4", | |
| "BHLHE23", | |
| "PER3P1", | |
| "KRT74", | |
| "ACTC1", | |
| "TGM6", | |
| "TM4SF5", | |
| "LINC00479", | |
| "ZNF295-AS1", | |
| "CYP2E1", | |
| "CDY2B", | |
| "REG4", | |
| "COL6A4P1", | |
| "NCR2", | |
| "CDK5R2", | |
| "TRIM55", | |
| "DYNC1I1", | |
| "ZNF442", | |
| "FABP12", | |
| "RIPPLY2", | |
| "PANX3", | |
| "OR51A7", | |
| "CLPSL2", | |
| "BMP5", | |
| "KLHL21", | |
| "CAGE1", | |
| "TAS2R7", | |
| "VNN3P", | |
| "SEL1L2", | |
| "MBD4", | |
| "IFNL3", | |
| "PLN", | |
| "SPIN2A", | |
| "MMP26", | |
| "CCL3L1", | |
| "MAGEC2", | |
| "KIR3DL1", | |
| "GPR137B", | |
| "PPY2P", | |
| "H1-7", | |
| "OR2G6", | |
| "LOC100129935", | |
| "OR8B8", | |
| "OR56A1", | |
| "UGT3A2", | |
| "LOC154449", | |
| "VSX1", | |
| "H2BC1", | |
| "OR6K3", | |
| "UGT2B10", | |
| "TBL1Y", | |
| "CFAP100", | |
| "GALR3", | |
| "LENEP", | |
| "PYY2", | |
| "CT83", | |
| "TAS2R43", | |
| "CYP26C1", | |
| "TTPAL", | |
| "ANGPTL3", | |
| "RAX2", | |
| "ZKSCAN8P1", | |
| "OR2A5", | |
| "SCARNA18", | |
| "OR14J1", | |
| "GALNT8", | |
| "KRT23", | |
| "OR10R2", | |
| "TRPC7", | |
| "LCE4A", | |
| "MGC16025", | |
| "NCAN", | |
| "LCE3E", | |
| "FAM138B", | |
| "DNA2", | |
| "BTBD16", | |
| "DEFB125", | |
| "EFHB", | |
| "ACTL6B", | |
| "CHRNA2", | |
| "SLC17A8", | |
| "RSPH10B2", | |
| "APOB", | |
| "DES", | |
| "GPR89B", | |
| "BPIFB6", | |
| "KRTAP24-1", | |
| "SSTR5", | |
| "PIGZ", | |
| "FSCN3", | |
| "S100Z", | |
| "CXorf51A", | |
| "CCL1", | |
| "KRTAP9-8", | |
| "NPVF", | |
| "BTF3", | |
| "SAMD4A", | |
| "GAB4", | |
| "GPX5", | |
| "NR5A2", | |
| "ACTRT1", | |
| "XAGE3", | |
| "OR56A3", | |
| "POM121L2", | |
| "KCNQ5", | |
| "ERCC5", | |
| "RNASE4", | |
| "CYTL1", | |
| "FBLL1", | |
| "NXPE2", | |
| "COX8C", | |
| "FIGLA", | |
| "SLC5A11", | |
| "CADM1", | |
| "TP53AIP1", | |
| "KDM4E", | |
| "GOLGA7", | |
| "FGF5", | |
| "OR5AK2", | |
| "LINC00313", | |
| "PPFIA4", | |
| "SLC22A8", | |
| "FAM9A", | |
| "GMNN", | |
| "FMR1NB", | |
| "OR2M4", | |
| "PDC", | |
| "PRDM13", | |
| "OR10H4", | |
| "POTEA", | |
| "CRISP2", | |
| "PAX3", | |
| "CRYBA1", | |
| "OR2AT4", | |
| "SERPINB1", | |
| "HSPA6", | |
| "KLHL35", | |
| "MRGPRX3", | |
| "H4C12", | |
| "FSCB", | |
| "CXorf66", | |
| "OR1L4", | |
| "DEFB110", | |
| "OR4N4", | |
| "USP6", | |
| "OR2L8", | |
| "KRTAP4-8", | |
| "OOEP", | |
| "GABRG2", | |
| "DAP3", | |
| "KCNH4", | |
| "FSHB", | |
| "SNORA67", | |
| "RAB40B", | |
| "C16orf90", | |
| "PON1", | |
| "COL11A2", | |
| "ACP7", | |
| "IL17C", | |
| "GOLGA2P3Y", | |
| "IL6", | |
| "HPCA", | |
| "POU4F3", | |
| "PLIN4", | |
| "TPI1P3", | |
| "OR9K2", | |
| "PCDHB12", | |
| "OR7E156P", | |
| "AADACL3", | |
| "OR2AG2", | |
| "HLA-J", | |
| "VAX2", | |
| "DDX20", | |
| "SLCO1B3", | |
| "SRY", | |
| "PPME1", | |
| "LY6G6D", | |
| "PFN3", | |
| "RHOXF2B", | |
| "DNMT3L", | |
| "OR10T2", | |
| "BMP15", | |
| "GALNTL6", | |
| "LINC00207", | |
| "ZAN", | |
| "OR5L1", | |
| "DHX40P1", | |
| "KRT81", | |
| "P2RY14", | |
| "LEP", | |
| "LINC00114", | |
| "GDF6", | |
| "MRPL3", | |
| "SNORA56", | |
| "CA5A", | |
| "GSG1L", | |
| "SCGB1C1", | |
| "ZNF705A", | |
| "METTL15", | |
| "RBP3", | |
| "FKBP1AP1", | |
| "GPR151", | |
| "SLC22A12", | |
| "H2BC26", | |
| "TTTY6", | |
| "SNORA11E", | |
| "LINC02860", | |
| "NOBOX", | |
| "PRSS30P", | |
| "C9orf152", | |
| "ARSD", | |
| "OR2T5", | |
| "KRT25", | |
| "WNT16", | |
| "GHSR", | |
| "ZBED10P", | |
| "TCF23", | |
| "EXO5", | |
| "CRYBB2", | |
| "LCE5A", | |
| "OR8D2", | |
| "OR6F1", | |
| "TAS2R9", | |
| "GPR20", | |
| "SPATA31E1", | |
| "CHRAC1", | |
| "DEFB132", | |
| "RSPH14", | |
| "MRGPRX2", | |
| "OR4P4", | |
| "NCKIPSD", | |
| "OR56A5", | |
| "SLC6A1", | |
| "FUOM", | |
| "MRGPRX4", | |
| "GPR149", | |
| "IFNW1", | |
| "OTOA", | |
| "WASHC2A", | |
| "OR6C75", | |
| "ASB4", | |
| "TBR1", | |
| "OMP", | |
| "SLC22A9", | |
| "VWC2L", | |
| "SCN11A", | |
| "TMPRSS15", | |
| "CYP2B6", | |
| "CTCFL", | |
| "NKAIN2", | |
| "ADAM11", | |
| "TP53TG5", | |
| "GAGE2C", | |
| "FGL1", | |
| "LIPN", | |
| "KLF11", | |
| "ANKRD2", | |
| "PLIN5", | |
| "IFNA17", | |
| "GOT1L1", | |
| "GALP", | |
| "ADGRF3", | |
| "SEPTIN14", | |
| "ZBTB14", | |
| "BPIFB3", | |
| "MDGA1", | |
| "OR7A5", | |
| "OLIG3", | |
| "KRT33A", | |
| "OR13C3", | |
| "OR5A2", | |
| "SH2D7", | |
| "KRT76", | |
| "IL22", | |
| "GRIN2B", | |
| "IFNLR1", | |
| "ACSBG1", | |
| "OR51Q1", | |
| "ALG1L2", | |
| "OR5H14", | |
| "TGM3", | |
| "VSTM5", | |
| "DNAAF6", | |
| "CCDC169", | |
| "RFPL1", | |
| "OR51B5", | |
| "IL1F10", | |
| "CIMAP1B", | |
| "GLIPR1L2", | |
| "SLC22A11", | |
| "PLA2G1B", | |
| "H2AC12", | |
| "TXNIP", | |
| "NT5C1A", | |
| "CRISP3", | |
| "IL19", | |
| "CLVS2", | |
| "KRTAP4-11", | |
| "LOC100133920", | |
| "DLGAP2", | |
| "PAPPA", | |
| "PPM1B", | |
| "SNORA5C", | |
| "OR2T2", | |
| "TRPM5", | |
| "TYRP1", | |
| "RNF17", | |
| "SNORD115-7", | |
| "OR1N2", | |
| "GTF2H2B", | |
| "CHRM5", | |
| "FAM215A", | |
| "SLC25A41", | |
| "PCDHA11", | |
| "VN1R5", | |
| "ASAH2", | |
| "BRINP3", | |
| "TTTY9B", | |
| "PCDHA9", | |
| "MSS51", | |
| "SLC39A12", | |
| "SLC17A2", | |
| "PDCL", | |
| "ZC3HC1", | |
| "HBM", | |
| "H2BC6", | |
| "GPR37L1", | |
| "ARK2C", | |
| "GSTT4", | |
| "HDGFL1", | |
| "OR1Q1", | |
| "HSP90AB2P", | |
| "CORO6", | |
| "SNORA37", | |
| "SPAG11B", | |
| "BPIFA3", | |
| "CLTRN", | |
| "OR6C76", | |
| "YWHAH-AS1", | |
| "OPN4", | |
| "FAM136BP", | |
| "GNB3", | |
| "GOLGA8F", | |
| "GPR52", | |
| "CCDC42", | |
| "ITIH2", | |
| "PROKR2", | |
| "LPAR3", | |
| "NOMO2", | |
| "TULP3", | |
| "AKR1D1", | |
| "OR4C15", | |
| "MAP10", | |
| "WNT9B", | |
| "TAS2R30", | |
| "SERPINB4", | |
| "IAPP", | |
| "HEATR4", | |
| "HBA2", | |
| "KRTAP15-1", | |
| "HSD3B1", | |
| "VSTM1", | |
| "PLPP5", | |
| "KRTAP19-2", | |
| "SCARNA23", | |
| "CELA2B", | |
| "DNAJB8", | |
| "TBC1D21", | |
| "FGF6", | |
| "CDKL4", | |
| "OR7G1", | |
| "TRIM43", | |
| "TPSD1", | |
| "LCN8", | |
| "C1orf146", | |
| "RBM28", | |
| "OPN5", | |
| "KRTAP13-2", | |
| "KLRF1", | |
| "LOC729609", | |
| "CSN1S2AP", | |
| "OR7C1", | |
| "KRT84", | |
| "LAMC3", | |
| "TRIM77", | |
| "ZFP36", | |
| "CELA2A", | |
| "OR7A10", | |
| "SEC14L5", | |
| "EYA4", | |
| "IRX5", | |
| "POMC", | |
| "TEX44", | |
| "TRIM54", | |
| "RRS1", | |
| "SPACA7", | |
| "C1QL4", | |
| "KIAA1671", | |
| "DEFB107A", | |
| "PROP1", | |
| "OR5C1", | |
| "KRTAP3-2", | |
| "FOXI1", | |
| "GAGE12F", | |
| "PASD1", | |
| "SHH", | |
| "SPANXN1", | |
| "IL27", | |
| "LCE1E", | |
| "SRC", | |
| "KCTD19", | |
| "GNRH2", | |
| "TAFA1", | |
| "F7", | |
| "GSTT1", | |
| "FAM24A", | |
| "LRRIQ4", | |
| "FAM99B", | |
| "GAGE2E", | |
| "PPP1R10", | |
| "CT45A6", | |
| "KRTAP25-1", | |
| "GLT6D1", | |
| "SNX31", | |
| "HOXC5", | |
| "BPY2", | |
| "OR52E2", | |
| "OR2T29", | |
| "DEFB113", | |
| "GLYCAM1", | |
| "OR4C13", | |
| "CT47A1", | |
| "DEFB114", | |
| "KRTAP20-2", | |
| "KRTAP22-1", | |
| "CT47A10" | |
| ], | |
| "Coefficient": [ | |
| 4.062543170822319, | |
| -3.5354211793727495, | |
| -3.069729504842062, | |
| 2.973832802096576, | |
| -2.6881492742164066, | |
| 2.571028928039359, | |
| 2.53987449300969, | |
| 2.407121720181396, | |
| -2.321161241741248, | |
| 2.234665981522882, | |
| 2.2217903494699693, | |
| 2.122167073436499, | |
| -2.082620264226771, | |
| 2.0628117829725303, | |
| 2.0503172102137253, | |
| -1.9956452137472231, | |
| -1.93741959249816, | |
| -1.9299989493438878, | |
| -1.880451993436875, | |
| -1.833829792281147, | |
| 1.8042147245761095, | |
| 1.797708315385738, | |
| 1.7543074051459422, | |
| -1.703257896518879, | |
| -1.6540649896453106, | |
| -1.651791826822527, | |
| -1.6418965695123697, | |
| 1.6359030383568232, | |
| 1.624446877295655, | |
| 1.5884051061824465, | |
| 1.5658917899501192, | |
| 1.5629292002417352, | |
| 1.5345848283627248, | |
| -1.5180475996945937, | |
| -1.5174257488322598, | |
| 1.5135124062530272, | |
| -1.513407042677754, | |
| 1.512922089523008, | |
| -1.4961238793034015, | |
| -1.491825236702871, | |
| -1.4521985401113182, | |
| -1.4501836548275717, | |
| 1.4257084123725794, | |
| 1.4206740616661329, | |
| -1.3929567288668803, | |
| -1.3694001722604507, | |
| 1.369133889760141, | |
| 1.3535364453936927, | |
| -1.3526357576353198, | |
| 1.3426977920867607, | |
| 1.330163821287892, | |
| 1.3290986240426563, | |
| -1.32685884083125, | |
| -1.326815979139742, | |
| 1.3267400405955965, | |
| 1.3204832368814357, | |
| 1.2919462882801647, | |
| 1.2897485049054762, | |
| -1.287706932363257, | |
| -1.2784846685738764, | |
| 1.2657627105480609, | |
| 1.261470378806864, | |
| 1.2530177976080406, | |
| -1.2490806407609607, | |
| 1.2435498836658632, | |
| 1.2397495912757903, | |
| 1.2112544881872835, | |
| 1.202498472140289, | |
| 1.1847434626022832, | |
| 1.1813663994286936, | |
| 1.1805237142142104, | |
| 1.1792472553008182, | |
| -1.176644916630886, | |
| -1.170829230967896, | |
| -1.1484999232561424, | |
| -1.1432543818896685, | |
| -1.1402623728529462, | |
| -1.1380340351407106, | |
| -1.1374351025634377, | |
| -1.1356337332048354, | |
| -1.1087860727655856, | |
| -1.1052483123869847, | |
| 1.1014811454032924, | |
| 1.0956065780073498, | |
| 1.0920267550777258, | |
| -1.0906052523403056, | |
| -1.0818686359143974, | |
| -1.0801506841972255, | |
| 1.0712903085201881, | |
| -1.0622480270769572, | |
| -1.0556789893887801, | |
| 1.0534455431524725, | |
| 1.0525012167801913, | |
| -1.0377102957364563, | |
| -1.0376872060250217, | |
| -1.0292214843373795, | |
| 1.021151517628983, | |
| 1.0153409185566695, | |
| 1.0039645221303577, | |
| 1.0000830720576492, | |
| -0.9965070274858366, | |
| 0.9864269876834352, | |
| 0.9844753744722532, | |
| -0.970450050308458, | |
| -0.9688199737740527, | |
| -0.956384724587148, | |
| 0.9544720554953952, | |
| -0.9463571405983823, | |
| 0.9458183739384141, | |
| 0.9443058181463801, | |
| 0.9371724689386266, | |
| 0.9273320529099425, | |
| 0.9199510986923919, | |
| 0.9164368753064639, | |
| -0.915793604340288, | |
| 0.9030412200536594, | |
| -0.8988414415261888, | |
| -0.8820090901290601, | |
| -0.8764559114125363, | |
| 0.8741279247024372, | |
| -0.8710452318808997, | |
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| ], | |
| "Absolute Coefficient": [ | |
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| }, | |
| "cv_performance": { | |
| "prediction": { | |
| "accuracy": 89.64912280701753, | |
| "precision": 89.64912280701753, | |
| "recall": 100.0, | |
| "f1": 94.46174957704093 | |
| }, | |
| "selection": { | |
| "precision": 0.6152940426401303, | |
| "recall": 3.0476190476190474, | |
| "f1": 1.0237180550908822, | |
| "jaccard": 0.5154800902108636 | |
| } | |
| } | |
| } |