| { | |
| "significant_genes": { | |
| "Variable": [ | |
| "RRS1", | |
| "AIPL1", | |
| "TSEN2", | |
| "GAGE2D", | |
| "CNGA4", | |
| "KLF8", | |
| "UGT2B4", | |
| "ACER1", | |
| "LY6G5C", | |
| "LCLAT1", | |
| "APOLD1", | |
| "HTN3", | |
| "BORCS5", | |
| "MMP3", | |
| "ASCL4", | |
| "PTHLH", | |
| "RET", | |
| "OR13A1", | |
| "SLC10A1", | |
| "ANAPC5", | |
| "MFSD6L", | |
| "SPMIP7", | |
| "CAND2", | |
| "OR4S2", | |
| "TEX12", | |
| "TBC1D9B", | |
| "ZNF235", | |
| "ALPI", | |
| "B3GNT6", | |
| "SERPINA13P", | |
| "IGF2BP2-AS1", | |
| "AUTS2", | |
| "ABCA1", | |
| "NXT2", | |
| "CCL25", | |
| "OTOP3", | |
| "MAP7D3", | |
| "CABP4", | |
| "CCN1", | |
| "ZNF556", | |
| "TBC1D28", | |
| "ZC3H12A", | |
| "NEXMIF", | |
| "OR13C3", | |
| "H2BC6", | |
| "UGT2B11", | |
| "FAM170B", | |
| "TSKS", | |
| "ZNF596", | |
| "TTTY8", | |
| "CD300LD", | |
| "TMOD4", | |
| "CSAG3", | |
| "SERPINA11", | |
| "LINC00597", | |
| "DSCR8", | |
| "NXF2B", | |
| "OR51Q1", | |
| "C3orf22", | |
| "OR2A2", | |
| "IP6K2", | |
| "ZNF7", | |
| "KRTAP8-1", | |
| "MYH16", | |
| "BTNL3", | |
| "SHLD2", | |
| "KRTAP5-3", | |
| "SPATA31H1", | |
| "PSORS1C2", | |
| "C9orf57", | |
| "OR11H1", | |
| "CUZD1", | |
| "ITFG2", | |
| "ZNF2", | |
| "GUF1", | |
| "FGF16", | |
| "CSAG2", | |
| "FBXO21", | |
| "PDCL2", | |
| "PRAMEF5", | |
| "H2BC11", | |
| "ADRA1D", | |
| "PCDHGB5", | |
| "MAP4K2", | |
| "H2BC21", | |
| "ODAM", | |
| "CCL4", | |
| "KRT39", | |
| "ACTN3", | |
| "EVPLL", | |
| "LOC100192426", | |
| "GSC2", | |
| "IRS2", | |
| "CXCL1", | |
| "PCDHGB1", | |
| "MIR1-1HG", | |
| "FBXO47", | |
| "C20orf141", | |
| "TRIM48", | |
| "OR7E24", | |
| "SNORD89", | |
| "ROBO2", | |
| "ADAM21P1", | |
| "PITPNM2", | |
| "FAM27B", | |
| "FAM186B", | |
| "CTSL3P", | |
| "CLEC2A", | |
| "HSFY2", | |
| "SYT14", | |
| "OR8G5", | |
| "SETD4", | |
| "CYLC1", | |
| "POTEA", | |
| "NOMO2", | |
| "NDNF", | |
| "HHEX", | |
| "PPIAL4D", | |
| "PRSS21", | |
| "HACD1", | |
| "DEPDC7", | |
| "FRMD1", | |
| "TMEM202", | |
| "OBP2B", | |
| "CEACAM22P", | |
| "CDK16", | |
| "ANKRD20A11P", | |
| "NXNL1", | |
| "R3HDML", | |
| "RNF17", | |
| "XAGE2", | |
| "NFATC4", | |
| "GID4", | |
| "ZFHX4", | |
| "HOXD8", | |
| "SPATA31J1", | |
| "GUCY2GP", | |
| "NXF5", | |
| "PRAMEF2", | |
| "RAB9BP1", | |
| "REP15", | |
| "TXNL4B", | |
| "FATE1", | |
| "PTDSS1", | |
| "TMEM174", | |
| "SNED1", | |
| "HDAC8", | |
| "SNORA2B", | |
| "OPN1LW", | |
| "GRK1", | |
| "H2AJ", | |
| "LOC100240734", | |
| "PADI3", | |
| "REG3A", | |
| "PATE2", | |
| "CFTR", | |
| "POU4F1", | |
| "KRTAP5-7", | |
| "SLCO1B1", | |
| "LEMD1", | |
| "CFAP95", | |
| "KRT8", | |
| "BMPER", | |
| "LGALS14", | |
| "TREX2", | |
| "JUND", | |
| "PDE10A", | |
| "LHFPL7", | |
| "TAS2R40", | |
| "OR2C3", | |
| "KRT74", | |
| "TMIE", | |
| "OR5AP2", | |
| "LINC00200", | |
| "ANXA10", | |
| "RMDN1", | |
| "SNORD67", | |
| "FAM151A", | |
| "OR10J1", | |
| "SLC10A5", | |
| "GHRL", | |
| "ANXA8L1", | |
| "ADAD1", | |
| "PIP5KL1", | |
| "SNORA75", | |
| "SRD5A2", | |
| "C8A", | |
| "CXCL13", | |
| "OTOA", | |
| "ZNF296", | |
| "CNTD1", | |
| "ST8SIA2", | |
| "KIF20B", | |
| "FOXH1", | |
| "ZNF595", | |
| "NAT2", | |
| "AKR1C4", | |
| "CXCL5", | |
| "CAPN14", | |
| "SLC6A5", | |
| "H2BW2", | |
| "OR6Q1", | |
| "KRTAP10-10", | |
| "OR2L1P", | |
| "SIM2", | |
| "MAGEA8", | |
| "ST7-OT4", | |
| "SLC22A7", | |
| "MBD3L5", | |
| "LMAN1L", | |
| "CCDC144BP", | |
| "FIGLA", | |
| "OR1A1", | |
| "PCDHB3", | |
| "C20orf173", | |
| "FOXA3", | |
| "ZNF467", | |
| "IL11RA", | |
| "OR2AG1", | |
| "IFNL1", | |
| "RP1", | |
| "ZNF540", | |
| "P2RX6P", | |
| "OR10G4", | |
| "ARL14", | |
| "SOX30", | |
| "SAG", | |
| "SLCO4A1", | |
| "TRIM64", | |
| "FANCD2OS", | |
| "PCDHA9", | |
| "SCGB1C1", | |
| "TFPI", | |
| "LIPK", | |
| "MYF5", | |
| "OR5M3", | |
| "KRT24", | |
| "NLRP6", | |
| "PRDM14", | |
| "DHH", | |
| "TBX10", | |
| "MAGEB3", | |
| "KRTAP19-5", | |
| "SMCO2", | |
| "PPBPP2", | |
| "TMEM89", | |
| "DPPA3", | |
| "SNORA69", | |
| "GYS1", | |
| "NR4A1", | |
| "KTN1-AS1", | |
| "NCOR1P1", | |
| "RPL9", | |
| "ZFAND4", | |
| "KCNK16", | |
| "EGR2", | |
| "CT55", | |
| "TIPARP", | |
| "SNAR-F", | |
| "BTBD18", | |
| "CYSRT1", | |
| "OR4D1", | |
| "IL36B", | |
| "CDH19", | |
| "DIO3OS", | |
| "NBPF15", | |
| "OR1M1", | |
| "C7orf57", | |
| "FAM182A", | |
| "ZNF750", | |
| "APOBEC1", | |
| "SPANXN1", | |
| "OR13C5", | |
| "LINC00244", | |
| "SDC4P", | |
| "GYPE", | |
| "PCDHA11", | |
| "ZSCAN12P1", | |
| "BRF2", | |
| "LCE3C", | |
| "DGKG", | |
| "PRAMEF13", | |
| "GLTPD2", | |
| "TMCO5A", | |
| "OR6K3", | |
| "GPX5", | |
| "KRT85", | |
| "ZYG11A", | |
| "SNAR-B2", | |
| "ABO", | |
| "C20orf144", | |
| "IFNA5", | |
| "SEBOX", | |
| "CT45A6", | |
| "LYG2", | |
| "ATP6V0A2", | |
| "SYCE3", | |
| "CCDC83", | |
| "UCA1", | |
| "GATA3", | |
| "PLCZ1", | |
| "ZNF474", | |
| "SAMD7", | |
| "DEFB129", | |
| "KDSR", | |
| "UNC93A", | |
| "OR2AK2", | |
| "ZNG1C", | |
| "CHSY1", | |
| "SIGLECL1", | |
| "CDKN2A-AS1", | |
| "ARHGAP8", | |
| "GGPS1", | |
| "TTTY16", | |
| "OR56A1", | |
| "PXT1", | |
| "MMACHC", | |
| "FREM2", | |
| "MLNR", | |
| "LHX3", | |
| "DEFB136", | |
| "A1CF", | |
| "MAB21L3", | |
| "FOXD4L5", | |
| "CDRT15", | |
| "C4orf17", | |
| "KBTBD12", | |
| "TMEM52", | |
| "KRTAP13-2", | |
| "OTC", | |
| "ASAP1", | |
| "FGFR1OP2", | |
| "CSTL1", | |
| "SNORA6", | |
| "RBM12B-AS1", | |
| "SLFN14", | |
| "ISL1", | |
| "SNORA38B", | |
| "ZC2HC1B", | |
| "CLEC1B", | |
| "KLK8", | |
| "UTS2", | |
| "TSPO2", | |
| "ANKRD7", | |
| "WFDC12", | |
| "AGXT2", | |
| "CNBD1", | |
| "TP53INP2", | |
| "LOC392196", | |
| "MLN", | |
| "ESRG", | |
| "DDX53", | |
| "TRIM60", | |
| "MIOX", | |
| "PCSK9", | |
| "IGFL3", | |
| "PCDHGA9", | |
| "NTSR1", | |
| "HSP90AB4P", | |
| "TRPC4", | |
| "OR6C1", | |
| "SCARNA8", | |
| "PCDHB2", | |
| "GTF2H2B", | |
| "PDZK1P1", | |
| "USP17L2", | |
| "ST7-AS1", | |
| "CYP26A1", | |
| "KCNQ4", | |
| "NEUROD4", | |
| "OR5AC2", | |
| "PAX8", | |
| "OR10R2", | |
| "SNORD115-7", | |
| "BMP15", | |
| "KYAT3", | |
| "GPR15", | |
| "BAG2", | |
| "SMN2", | |
| "MET", | |
| "TUBA3D", | |
| "PSG2", | |
| "OR52A4P", | |
| "NOS2", | |
| "RBM44", | |
| "H4C7", | |
| "CYP2B6", | |
| "ABCA6", | |
| "OR3A3", | |
| "BDH1", | |
| "PRR27", | |
| "OR4X1", | |
| "ABCA13", | |
| "IQCN", | |
| "SNORA41", | |
| "C11orf42", | |
| "TTTY7", | |
| "KRT37", | |
| "PRB1", | |
| "OR10G3", | |
| "PLD6", | |
| "MBL2", | |
| "NOX5", | |
| "FRMD6", | |
| "LIM2", | |
| "KRT4", | |
| "OR7E91P", | |
| "WT1", | |
| "DEFB110", | |
| "SNORA1", | |
| "KRT26", | |
| "B3GNT9", | |
| "KRTAP6-3", | |
| "SPATA7", | |
| "CLRN3", | |
| "UMOD", | |
| "NLRP10", | |
| "MAJIN", | |
| "XXYLT1", | |
| "EFCAB3", | |
| "PTGER3", | |
| "KRT77", | |
| "TRIM40", | |
| "ZDHHC3", | |
| "IL17REL", | |
| "CGAS", | |
| "PMCHL2", | |
| "IFNA17", | |
| "PTX4", | |
| "RFPL1", | |
| "TMEM65", | |
| "MOS", | |
| "FLJ42393", | |
| "LCE2D", | |
| "ADAMTS16", | |
| "OR1C1", | |
| "PRR23C", | |
| "ANKRD40CL", | |
| "OR10G9", | |
| "AS3MT", | |
| "ZNF747", | |
| "CXADRP2", | |
| "OR9G4", | |
| "MTRES1", | |
| "OR1L8", | |
| "CRP", | |
| "ANP32D", | |
| "DEFB105A", | |
| "ZNF804B", | |
| "FCMR", | |
| "OR11L1", | |
| "OR11H12", | |
| "POM121L4P", | |
| "IGFL4", | |
| "FGF19", | |
| "MRGPRD", | |
| "TMEM95", | |
| "PDZRN3", | |
| "OR2L2", | |
| "PSG8", | |
| "TRAF2", | |
| "PRG3", | |
| "PZP", | |
| "VCX2", | |
| "OR5M10", | |
| "POU4F2", | |
| "KRT17", | |
| "OR6A2", | |
| "SPMIP10", | |
| "MAGED4B", | |
| "XKR6", | |
| "OR6T1", | |
| "CRISP1", | |
| "CYP11A1", | |
| "OR2T6", | |
| "TNIP3", | |
| "ZNF594", | |
| "DUSP16", | |
| "ZNF630", | |
| "EIF5", | |
| "NOD2", | |
| "CTRB1", | |
| "C16orf90", | |
| "TNP2", | |
| "OR6W1P", | |
| "ORM1", | |
| "HAND1", | |
| "AGBL1", | |
| "TRIM42", | |
| "DPYS", | |
| "TRPV5", | |
| "PCDHB6", | |
| "SNORA13", | |
| "OR13F1", | |
| "CALML6", | |
| "KRTAP13-3", | |
| "CLBA1", | |
| "GGT6", | |
| "ZBTB7C", | |
| "OR11A1", | |
| "ASB17", | |
| "FOLR3", | |
| "OR7C1", | |
| "TEKT4", | |
| "TBX22", | |
| "GNAO1-AS1", | |
| "LINC01558", | |
| "IDO2", | |
| "COLEC10", | |
| "NUDCD2", | |
| "OTOP1", | |
| "SPESP1", | |
| "CSRNP1", | |
| "OBP2A", | |
| "ASAP1-IT1", | |
| "NAPSB", | |
| "PAPPA2", | |
| "PRKAB1", | |
| "AANAT", | |
| "LDLRAD1", | |
| "SPRR4", | |
| "BPIFB1", | |
| "EXT1", | |
| "KHDC1L", | |
| "CCL15", | |
| "DEFB125", | |
| "CYP4F30P", | |
| "CWH43", | |
| "CCR9", | |
| "FOXD4L3", | |
| "SPMIP2", | |
| "H3C13", | |
| "GSTM1", | |
| "HMX2", | |
| "MANSC1", | |
| "OR1J1", | |
| "CSN1S2AP", | |
| "HS6ST2", | |
| "OR2T1", | |
| "WDR41", | |
| "TPI1P3", | |
| "PCDHGB6", | |
| "SLIRP-OT1", | |
| "DACH1", | |
| "FAM24B", | |
| "SNORA65", | |
| "OR4E2", | |
| "ZNF676", | |
| "RAD21L1", | |
| "ODF1", | |
| "SERPINA12", | |
| "ZFP92", | |
| "INTS1", | |
| "WFDC8", | |
| "MS4A5", | |
| "OR6K6", | |
| "CD1B", | |
| "FILIP1", | |
| "DPPA5", | |
| "SPDYE5", | |
| "PKP3", | |
| "SPACA5", | |
| "XAGE3", | |
| "PER3P1", | |
| "F13B", | |
| "ANXA2P3", | |
| "SNORA5B", | |
| "OR11G2", | |
| "GOLGA8F", | |
| "C3P1", | |
| "SERPINB13", | |
| "HSPA5", | |
| "ADM2", | |
| "RFPL3", | |
| "KRTAP6-2", | |
| "NODAL", | |
| "OPRPN", | |
| "LUZP4", | |
| "PHGR1", | |
| "TAAR9", | |
| "TMTC1", | |
| "KRTAP4-1", | |
| "OR5C1", | |
| "HSD17B4", | |
| "PRAP1", | |
| "NBR2", | |
| "FAM106A", | |
| "RAB21", | |
| "ACTC1" | |
| ], | |
| "Coefficient": [ | |
| -1.3890312327995507, | |
| 0.8625591864708247, | |
| -0.784489012344315, | |
| 0.7334032948991026, | |
| 0.6727488737634489, | |
| 0.6600975329023506, | |
| -0.6484666907008192, | |
| 0.6420341142924805, | |
| -0.6398327005419855, | |
| 0.615728816598132, | |
| -0.5978976763818057, | |
| 0.5924922833326876, | |
| -0.5871110952604551, | |
| 0.5850254760432005, | |
| 0.5449975306653889, | |
| -0.5357893910513521, | |
| 0.5353667488256251, | |
| 0.5142884106394425, | |
| -0.514141584606934, | |
| -0.510269019939186, | |
| 0.5073395112506675, | |
| -0.48180732015333694, | |
| -0.4790293595629792, | |
| 0.4712465453055464, | |
| -0.47065929784098304, | |
| 0.4600859613513113, | |
| 0.45307700616403196, | |
| 0.44700911091272627, | |
| -0.44495076423013263, | |
| -0.4443896151401402, | |
| -0.433672481162485, | |
| -0.43362291359948973, | |
| -0.4315425128046259, | |
| 0.420899987396016, | |
| 0.4122817203350728, | |
| 0.4107935259491692, | |
| -0.4071813885998531, | |
| 0.40547139523040315, | |
| -0.4045812894342099, | |
| 0.40454473723132417, | |
| 0.39045400878521114, | |
| -0.38810491808115044, | |
| 0.3826358359394454, | |
| -0.3820096144514896, | |
| -0.379979200900188, | |
| 0.37437007753476703, | |
| 0.3659846022696589, | |
| 0.3618149645702965, | |
| -0.3608017629797735, | |
| 0.3591918478319002, | |
| 0.35659277639117765, | |
| 0.3556143095610649, | |
| 0.3554637193209769, | |
| 0.3539970801820123, | |
| -0.3533992496737144, | |
| -0.3505630144883425, | |
| 0.34885068773798356, | |
| 0.3480648512928872, | |
| 0.3468257810855644, | |
| -0.3461017250495632, | |
| -0.3452439485880399, | |
| -0.34268049141369833, | |
| 0.3400096399419336, | |
| 0.33990008279076467, | |
| 0.3391344426610472, | |
| 0.33807892852487087, | |
| -0.33789668846070015, | |
| -0.33688745547478294, | |
| 0.33611967405277343, | |
| -0.33555061064648045, | |
| 0.33397275757872064, | |
| 0.33157013284294884, | |
| -0.3313640131022884, | |
| 0.32681538935364285, | |
| 0.3265897449056604, | |
| -0.3257825757199167, | |
| 0.32537622159537116, | |
| -0.31906582949797774, | |
| -0.3169888870523469, | |
| -0.31673062696145304, | |
| -0.31457739366080284, | |
| -0.3129266383584313, | |
| -0.3108432668287374, | |
| 0.30753963021086744, | |
| -0.30172744076390057, | |
| -0.29794502383340465, | |
| -0.29715010181814533, | |
| 0.2919021494750994, | |
| -0.28494412577189143, | |
| 0.2839169389196451, | |
| 0.28146719207025855, | |
| 0.2746786514896774, | |
| -0.27244985020836554, | |
| -0.27233030620092746, | |
| -0.27123909571174026, | |
| -0.27105619962739047, | |
| 0.2687296559254851, | |
| -0.26623645549665387, | |
| -0.2614789193986531, | |
| 0.2608423994694608, | |
| -0.25998049196084067, | |
| -0.2553002020354832, | |
| -0.2537395485997422, | |
| -0.2537174925158299, | |
| 0.2528538648608397, | |
| -0.2524830120931101, | |
| 0.25246648356975265, | |
| 0.2523441915831319, | |
| 0.24918128080846907, | |
| -0.24888689018274326, | |
| -0.24772628242668662, | |
| 0.24635120519136253, | |
| 0.24296406568501208, | |
| 0.2429456543082573, | |
| -0.24280799689851318, | |
| -0.24233573760140065, | |
| 0.2423098651020129, | |
| -0.24228107462746273, | |
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| ], | |
| "Absolute Coefficient": [ | |
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| 0.00017979082126482688, | |
| 7.857068947591007e-05, | |
| 6.982738387393894e-05 | |
| ] | |
| }, | |
| "cv_performance": { | |
| "prediction": { | |
| "accuracy": 99.28571428571429, | |
| "precision": 99.28571428571429, | |
| "recall": 100.0, | |
| "f1": 99.64054562801373 | |
| }, | |
| "selection": { | |
| "precision": 4.1722506590656, | |
| "recall": 1.773049645390071, | |
| "f1": 2.4884454997794894, | |
| "jaccard": 1.2603141425012372 | |
| } | |
| } | |
| } |