| { | |
| "significant_genes": { | |
| "Variable": [ | |
| "UPF0639", | |
| "AKR1B15", | |
| "CXCL11", | |
| "RPSAP9", | |
| "CRNN", | |
| "NUP210", | |
| "TMOD4", | |
| "LCE2D", | |
| "IGDCC4", | |
| "LCE1A", | |
| "NHEDC2", | |
| "GPR88", | |
| "DIO1", | |
| "CBWD5", | |
| "LOC100144603", | |
| "SPAG11B", | |
| "SPACA3", | |
| "USP17L2", | |
| "ACP6", | |
| "DKFZp566F0947", | |
| "BSPH1", | |
| "FAM83C", | |
| "ANKRD35", | |
| "LOC127841", | |
| "PSG8", | |
| "C17orf50", | |
| "EMCN", | |
| "DDX11", | |
| "KRT38", | |
| "C8G", | |
| "APOA5", | |
| "TBX22", | |
| "LOC645166", | |
| "GMPR2", | |
| "C3orf50", | |
| "EEF1DP3", | |
| "LHX8", | |
| "NR5A2", | |
| "FOXD4L3", | |
| "CCDC74A", | |
| "ADORA2B", | |
| "GALR3", | |
| "LOC348021", | |
| "LOC285370", | |
| "C3orf27", | |
| "TRIML1", | |
| "PRO0628", | |
| "OR10AG1", | |
| "RWDD2B", | |
| "PIP", | |
| "WISP3", | |
| "SLC22A12", | |
| "HTR3C", | |
| "GML", | |
| "UGT2B11", | |
| "ASPRV1", | |
| "C15orf43", | |
| "C15orf51", | |
| "OR10A5", | |
| "CAPN11", | |
| "PCDHB2", | |
| "RNF148", | |
| "KLHDC8B", | |
| "RPA4", | |
| "ISX", | |
| "FSCB", | |
| "OR2AE1", | |
| "MYO3A", | |
| "C1orf227", | |
| "SLC10A1", | |
| "DEFB134", | |
| "TUBAL3", | |
| "CTAGE9", | |
| "PCDHA11", | |
| "SSX8", | |
| "ACTL7A", | |
| "VSX2", | |
| "FAM169B", | |
| "SERPINA12", | |
| "TRIM55", | |
| "CDK15", | |
| "CYP4Z1", | |
| "CCDC79", | |
| "SPEM1", | |
| "L3MBTL4", | |
| "LCT", | |
| "BCMO1", | |
| "DEFB131", | |
| "SUMO1P1", | |
| "EFCAB3", | |
| "TRIM27", | |
| "PSG6", | |
| "PPIAL4B", | |
| "MBD3L2", | |
| "LOC653501", | |
| "KRT76", | |
| "ACTL9", | |
| "CYP3A43", | |
| "OR6W1P", | |
| "N6AMT2", | |
| "ANKRD2", | |
| "AKR1C2", | |
| "MGC2889", | |
| "OR10Q1", | |
| "ESX1", | |
| "KIR3DL2", | |
| "DMRTC1", | |
| "PXT1", | |
| "ACTRT2", | |
| "PLA2G2C", | |
| "LOC202181", | |
| "IL29", | |
| "FCGR3B", | |
| "C21orf29", | |
| "HERC2P4", | |
| "STAB2", | |
| "INTS4L2", | |
| "SNORA69", | |
| "DSG3", | |
| "GPRC6A", | |
| "VHL", | |
| "PCDHGA10", | |
| "SLC22A20", | |
| "AGTR2", | |
| "CCDC64B", | |
| "CACNA2D3", | |
| "LOC145474", | |
| "ADAD1", | |
| "RGPD8", | |
| "OR2M7", | |
| "TMPRSS4", | |
| "FBXL14", | |
| "C6orf10", | |
| "MAGEA2", | |
| "TMEM164", | |
| "C19orf41", | |
| "MYLK2", | |
| "POF1B", | |
| "OR5K1", | |
| "DVWA", | |
| "OR2A12", | |
| "SOX14", | |
| "ZCCHC16", | |
| "POMZP3", | |
| "OR51B2", | |
| "CXorf61", | |
| "CLRN2", | |
| "OR5H2", | |
| "PCNAP1", | |
| "C16orf78", | |
| "OR2M5", | |
| "KIR2DL4", | |
| "OR11L1", | |
| "OR56B4", | |
| "C20orf71", | |
| "GALC", | |
| "OR4S2", | |
| "LOC146481", | |
| "PSG9", | |
| "FAM118A", | |
| "SERPINA13", | |
| "AQP7P1", | |
| "C4orf37", | |
| "CHST13", | |
| "GIPC2", | |
| "PCK2", | |
| "LOC100129055", | |
| "FGF7", | |
| "SPANXN2", | |
| "RAB9BP1", | |
| "ZNF167", | |
| "OR7A10", | |
| "KRTAP11-1", | |
| "C14orf183", | |
| "PSKH2", | |
| "C10orf71", | |
| "IRS4", | |
| "C20orf173", | |
| "TTTY23", | |
| "C1orf49", | |
| "POTEB", | |
| "IMPG2", | |
| "C13orf38", | |
| "NPHS2", | |
| "SIM2", | |
| "CUZD1", | |
| "GHSR", | |
| "HYOU1", | |
| "MLPH", | |
| "C12orf54", | |
| "ATP2B4", | |
| "NTSR1", | |
| "PI15", | |
| "DDX58", | |
| "BLID", | |
| "RLN2", | |
| "TSPY1", | |
| "DEFB105A", | |
| "OR6M1", | |
| "ALDH7A1", | |
| "FBXW12", | |
| "IL21R", | |
| "NINL", | |
| "MYOC", | |
| "UBL4B", | |
| "DEFB129", | |
| "DHRS7C", | |
| "BMP15", | |
| "TLL1", | |
| "SNORA19", | |
| "UGT2A1", | |
| "SNORA36A", | |
| "DEFB115", | |
| "GGT3P", | |
| "LOC400696", | |
| "GJB7", | |
| "SIGLEC11", | |
| "FAM27L", | |
| "OR13D1", | |
| "SMR3A", | |
| "LOC727924", | |
| "OR6C1", | |
| "FETUB", | |
| "H2BFM", | |
| "C21orf54", | |
| "OR10H2", | |
| "OR10G9", | |
| "ADH1B", | |
| "CITED2", | |
| "USP17", | |
| "TBX21", | |
| "RNF133", | |
| "C4orf17", | |
| "ZNF189", | |
| "GUCY2F", | |
| "GABRP", | |
| "FAM58B", | |
| "OXCT1", | |
| "HYDIN", | |
| "MCOLN3", | |
| "OR1I1", | |
| "NPC1L1", | |
| "TNK1", | |
| "PRM3", | |
| "PPIAL4G", | |
| "XAGE3", | |
| "NYNRIN", | |
| "ITGB1BP2", | |
| "C3orf79", | |
| "TMPRSS15", | |
| "SLC17A3", | |
| "PCDHA2", | |
| "RNF151", | |
| "PMS2L5", | |
| "OR2T29", | |
| "LOC643486", | |
| "MYH4", | |
| "KCNA6", | |
| "OR10AD1", | |
| "C3orf48", | |
| "OR2G2", | |
| "RAB38", | |
| "LCE2C", | |
| "SNORA7B", | |
| "RORC", | |
| "APOA1", | |
| "LOC400794", | |
| "PRND", | |
| "GAB4", | |
| "PDE6C", | |
| "OR14A16", | |
| "LIPI", | |
| "TFDP3", | |
| "ADAM2", | |
| "UGT3A1", | |
| "UCA1", | |
| "LOC144742", | |
| "SMAD5OS", | |
| "CD300LD", | |
| "OASL", | |
| "OR2T34", | |
| "OR8B2", | |
| "POM121L12", | |
| "PCDHGA7", | |
| "TUFT1", | |
| "NEK10", | |
| "OR4C45", | |
| "AURKC", | |
| "KRT72", | |
| "IDO2", | |
| "EVX1", | |
| "SCGBL", | |
| "CXorf48", | |
| "VPS45", | |
| "C1orf163", | |
| "WNT5B", | |
| "MRI1", | |
| "FAM154A", | |
| "POU1F1", | |
| "GUCY2E", | |
| "ANXA8L1", | |
| "PCDHGA8", | |
| "HGD", | |
| "KRT8", | |
| "TRPM1", | |
| "XKRY2", | |
| "SNAPC2", | |
| "KRTAP6-1", | |
| "SLC12A8", | |
| "SAG", | |
| "KRTAP5-5", | |
| "OR4F6", | |
| "OR10S1", | |
| "OR8A1", | |
| "OR51T1", | |
| "C2orf27B", | |
| "KRT37", | |
| "MC3R", | |
| "LOC84931", | |
| "CDC20B", | |
| "FAM53C", | |
| "CIB4", | |
| "OR2K2", | |
| "SLFN11", | |
| "LIPJ", | |
| "CYP4A22", | |
| "C12orf71", | |
| "AGXT2", | |
| "FAM47A", | |
| "C14orf165", | |
| "DCAF12L2", | |
| "EIF3IP1", | |
| "PLAA", | |
| "OPN5", | |
| "CRISP1", | |
| "CAPZA3", | |
| "HHLA1", | |
| "FLJ33360", | |
| "KRTAP4-3", | |
| "TTC16", | |
| "MYH1", | |
| "GOLGA2P3", | |
| "CYP26C1", | |
| "SPATA1", | |
| "MOSC1", | |
| "MAGEB4", | |
| "UPK3BL", | |
| "NFATC4", | |
| "FRG2", | |
| "C1orf150", | |
| "DAOA", | |
| "LOC134466", | |
| "MT4", | |
| "TEX13B", | |
| "TRIM42", | |
| "GTF2H2", | |
| "AADACL3", | |
| "SDCBP2", | |
| "LOC442459", | |
| "P2RY8", | |
| "GP5", | |
| "GSC2", | |
| "OR10G8", | |
| "LOC723972", | |
| "CIB3", | |
| "STRA8", | |
| "LOC154449", | |
| "TM4SF20", | |
| "SLC30A8", | |
| "SPANXN4", | |
| "PCDHB8", | |
| "RSAD2", | |
| "C21orf90", | |
| "OR5H1", | |
| "SPO11", | |
| "LOC253039", | |
| "GAGE8", | |
| "MSLNL", | |
| "UGT2B4", | |
| "FOLR4", | |
| "TAAR9", | |
| "CHRM5", | |
| "BLOC1S1", | |
| "CT45A3", | |
| "OVCH1", | |
| "TAT", | |
| "PIGX", | |
| "MRS2", | |
| "TMCO6", | |
| "TEX11", | |
| "OR5D14", | |
| "OTUD6A", | |
| "OR51G2", | |
| "USH1G", | |
| "ARMC3", | |
| "DISC2", | |
| "C11orf16", | |
| "NOX1", | |
| "MAGEA11", | |
| "FBXO6", | |
| "SPRR2F", | |
| "?|404770", | |
| "KRT71", | |
| "VEGFC", | |
| "OR7D4", | |
| "TCEANC", | |
| "DUXA", | |
| "CNBD1", | |
| "OR4F17", | |
| "MRGPRE", | |
| "GPR128", | |
| "JPH2", | |
| "PCDHB18", | |
| "ST7OT4", | |
| "POTEA", | |
| "RIPPLY1", | |
| "TTLL8", | |
| "NOX3", | |
| "LOC55908", | |
| "MGAM", | |
| "ACER1", | |
| "TRIM54", | |
| "TAAR6", | |
| "SEPT12", | |
| "OR5M8", | |
| "PSG10", | |
| "GRPEL1", | |
| "CPB2", | |
| "PRR15L", | |
| "REN", | |
| "TAF7L", | |
| "DNAJB7", | |
| "SCARNA14", | |
| "ULBP1", | |
| "SLC5A5", | |
| "XAGE2", | |
| "TPO", | |
| "MSMB", | |
| "SLC5A2", | |
| "C9orf70", | |
| "NCKAP5", | |
| "PCDHA13", | |
| "LOC283914", | |
| "OR2AG2", | |
| "LOC285194", | |
| "CLIC6", | |
| "OR11H1", | |
| "ZNF556", | |
| "CYP17A1", | |
| "ZPBP", | |
| "PDZRN4", | |
| "SNORA18", | |
| "SNORA61", | |
| "BMPER", | |
| "OR11H4", | |
| "GDF7", | |
| "OR4F15", | |
| "N6AMT1", | |
| "OR2T10", | |
| "IRX4", | |
| "ASB18", | |
| "AADACL2", | |
| "SSX3", | |
| "FIBIN", | |
| "FTLP10", | |
| "MYLPF", | |
| "SEMG2", | |
| "TBL1Y", | |
| "CA1", | |
| "OR9A2", | |
| "CTNNB1", | |
| "NAB2", | |
| "GCNT3" | |
| ], | |
| "Coefficient": [ | |
| -0.042093773934529934, | |
| -0.03968608019501695, | |
| 0.03929672083368321, | |
| -0.03359978431969953, | |
| 0.0294036692920948, | |
| -0.02764801943857034, | |
| -0.027406798960274096, | |
| -0.027152355686530093, | |
| 0.02652026032297467, | |
| 0.026249531761455832, | |
| 0.026183966146176612, | |
| -0.02591432130564082, | |
| -0.025535696265808528, | |
| 0.02550365209756512, | |
| 0.025147289552458495, | |
| 0.02337024798164745, | |
| 0.02336258906650965, | |
| -0.023152461518930505, | |
| 0.023152168581438166, | |
| -0.02276365629795733, | |
| 0.02266786870613371, | |
| 0.022296023926827696, | |
| -0.021945394348778142, | |
| 0.02139741756401483, | |
| -0.021271283692227493, | |
| -0.021226445493573234, | |
| 0.021048027331159964, | |
| -0.020160155974752063, | |
| 0.01948090573513582, | |
| -0.019338658091756156, | |
| 0.019317716573372848, | |
| -0.019260521005654143, | |
| 0.01917882373790723, | |
| -0.01897156906272325, | |
| 0.018865068205027244, | |
| 0.01871475065279882, | |
| -0.01862802052542403, | |
| 0.01838792564961505, | |
| -0.017970431764686465, | |
| 0.01794434483014557, | |
| 0.017643407712013105, | |
| 0.017242243512843796, | |
| 0.017241940807384677, | |
| 0.016977798775472907, | |
| -0.01637784940909713, | |
| 0.016176096913589063, | |
| 0.016146439419610085, | |
| -0.015979704597943987, | |
| 0.01596523114042383, | |
| -0.01573704578468017, | |
| 0.01570658028949534, | |
| 0.01569945828317147, | |
| 0.01567797298196708, | |
| 0.015482437262567648, | |
| 0.015474427944983481, | |
| -0.015433991273133791, | |
| -0.015414056837900687, | |
| -0.015332433062334531, | |
| -0.015274093892006855, | |
| -0.015222093688219605, | |
| -0.014892421694163122, | |
| 0.014795496391262807, | |
| -0.014702660382081303, | |
| 0.014668687001820462, | |
| 0.014619299273105478, | |
| -0.01451404629532579, | |
| -0.014470922375232292, | |
| 0.01432044468044094, | |
| 0.014118082351923817, | |
| 0.014024665207154787, | |
| -0.013932757061660469, | |
| -0.01382219119716265, | |
| 0.013519132371467166, | |
| -0.013443012848893899, | |
| 0.01341836591730378, | |
| -0.013382447511769377, | |
| 0.013281732177721278, | |
| -0.013253493006191653, | |
| 0.013101327252110375, | |
| -0.012986538621363149, | |
| -0.01292477327617797, | |
| 0.012817646538120552, | |
| -0.012738780337203758, | |
| 0.012682947820498777, | |
| -0.01257730884420631, | |
| 0.01255517817796259, | |
| 0.012436496304837778, | |
| 0.012425541696943118, | |
| -0.012316653154529407, | |
| 0.012231881990607605, | |
| -0.012219420323897508, | |
| -0.012174336383236733, | |
| 0.012066136240138112, | |
| 0.012062053371737737, | |
| 0.012028506104658955, | |
| -0.012024050825274907, | |
| 0.011943090378974466, | |
| -0.01193044698625581, | |
| 0.011884291484653225, | |
| -0.011694184127621975, | |
| 0.011654610194742558, | |
| -0.01164350082988673, | |
| -0.011636313033230159, | |
| 0.01155809496556048, | |
| 0.011525302696083631, | |
| -0.011380955485173263, | |
| 0.011098748813639231, | |
| -0.011041896303607747, | |
| -0.010962099771412588, | |
| -0.010866586955716196, | |
| -0.010791565578414451, | |
| 0.010752110548208876, | |
| -0.010727425296703907, | |
| 0.01066735900923607, | |
| -0.010636562827934926, | |
| 0.010591985303022055, | |
| -0.010480126829961496, | |
| -0.010369237918897649, | |
| 0.01007247027166628, | |
| -0.009925934926642017, | |
| -0.0099062796689228, | |
| -0.00988085520807628, | |
| -0.009878060917325357, | |
| 0.009814563911609266, | |
| 0.009692477489970628, | |
| -0.009681126298441218, | |
| 0.009598090495273432, | |
| -0.009549922346217469, | |
| 0.00953606453264404, | |
| -0.009500224396636748, | |
| 0.009475051402528623, | |
| 0.009366458750103727, | |
| -0.009336823297803554, | |
| 0.009320368525034243, | |
| 0.009113775799139837, | |
| 0.008872278858267099, | |
| 0.008715453112025696, | |
| -0.00868031346695994, | |
| -0.008630561744912205, | |
| 0.008616249804287886, | |
| 0.008484002803079843, | |
| -0.008423927653984675, | |
| 0.008356658220832903, | |
| -0.00828150017829353, | |
| -0.008146864158794077, | |
| 0.008052375970485822, | |
| 0.008032817706092274, | |
| 0.008020297227257715, | |
| -0.007974689290886005, | |
| 0.007919536786047109, | |
| 0.007916892655862519, | |
| 0.007862829874284572, | |
| -0.007749406789156301, | |
| -0.007667513078678233, | |
| 0.007575965295786566, | |
| -0.007522604273998552, | |
| 0.007507261484241472, | |
| 0.007487550596284646, | |
| 0.00743126988491254, | |
| -0.0073701529480824255, | |
| 0.0073056996503927055, | |
| 0.007279407795701822, | |
| -0.007264244132711811, | |
| 0.007247002769413021, | |
| -0.0072463158116087166, | |
| -0.007153174354665581, | |
| -0.007147942053813614, | |
| -0.007112577098985769, | |
| 0.007109345498773537, | |
| 0.0071067624417774835, | |
| -0.0070702932910836095, | |
| -0.007059049794974263, | |
| -0.007015720043730244, | |
| -0.00701300931951797, | |
| -0.006965585818259155, | |
| -0.006961182340681683, | |
| 0.00695189739730327, | |
| 0.006941681523654675, | |
| 0.006937590474374669, | |
| 0.006931008505799573, | |
| 0.006914712030651076, | |
| -0.006906196406826055, | |
| -0.0068658385870908134, | |
| 0.0068560012462917505, | |
| -0.006837720322478605, | |
| -0.006805701595675647, | |
| -0.006788650409780194, | |
| -0.006742266401565612, | |
| -0.006720505002676159, | |
| 0.006719894027308676, | |
| -0.006689098144986699, | |
| -0.006668316639185421, | |
| 0.0066565844748093655, | |
| 0.006651882502887382, | |
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| 8.195048146867022e-06 | |
| ], | |
| "Absolute Coefficient": [ | |
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| }, | |
| "cv_performance": { | |
| "prediction": { | |
| "accuracy": 100.0, | |
| "precision": 100.0, | |
| "recall": 100.0, | |
| "f1": 100.0 | |
| }, | |
| "selection": { | |
| "precision": 0.3476378214002804, | |
| "recall": 0.7446808510638298, | |
| "f1": 0.47319356794556333, | |
| "jaccard": 0.23743929875192143 | |
| } | |
| } | |
| } |