| { | |
| "significant_genes": { | |
| "Variable": [ | |
| "MOBKL1A", | |
| "DCTD", | |
| "NDUFC1", | |
| "PHF21B", | |
| "C4orf3", | |
| "HSD11B2", | |
| "CLCN5", | |
| "CHML", | |
| "UCK1", | |
| "LSM6", | |
| "MTRF1", | |
| "FAM109A", | |
| "ZNF250", | |
| "ZC3HC1", | |
| "RPA1", | |
| "COG6", | |
| "FLOT2", | |
| "COX6C", | |
| "COL15A1", | |
| "WHAMML2", | |
| "TMEM55A", | |
| "TMEM128", | |
| "LIMK1", | |
| "DAXX", | |
| "TAF4", | |
| "NFYB", | |
| "ATP5I", | |
| "SHKBP1", | |
| "MMAB", | |
| "LOC729082", | |
| "MFSD3", | |
| "IMMP2L", | |
| "C12orf5", | |
| "CCDC97", | |
| "PLD5", | |
| "LXN", | |
| "FTSJD2", | |
| "ZNF26", | |
| "GOLM1", | |
| "WASL", | |
| "KRT73", | |
| "C4orf49", | |
| "DPT", | |
| "CNBD1", | |
| "AMOT", | |
| "EFEMP2", | |
| "C15orf61", | |
| "VSTM2A", | |
| "HIST1H2BE", | |
| "ACAT1", | |
| "WDR54", | |
| "SDK1", | |
| "FLJ39653", | |
| "FAM7A3", | |
| "RNF5P1", | |
| "NOS3", | |
| "CUL1", | |
| "GADD45A", | |
| "EIF3G", | |
| "PCDHA5", | |
| "EIF3K", | |
| "ATPAF1", | |
| "PANX3", | |
| "GABRG2", | |
| "HSF1", | |
| "GNE", | |
| "KRT71", | |
| "ARPC5L", | |
| "ZNF667", | |
| "SERF2", | |
| "TMEM214", | |
| "LOC100134713", | |
| "B3GALTL", | |
| "ELF1", | |
| "C4orf38", | |
| "DLG3", | |
| "GALC", | |
| "SMYD4", | |
| "B3GNT3", | |
| "TOX4", | |
| "SLC10A5", | |
| "SNW1", | |
| "LOC400759", | |
| "C20orf186", | |
| "U2AF1L4", | |
| "AP1AR", | |
| "COPE", | |
| "UBN2", | |
| "MMGT1", | |
| "PLA2G12A", | |
| "FAM180A", | |
| "SNX17", | |
| "PSMC4", | |
| "DHDH", | |
| "PDS5A", | |
| "RIOK3", | |
| "VCX2", | |
| "CRK", | |
| "CCDC62", | |
| "OS9", | |
| "TNF", | |
| "ZNF252", | |
| "LETM1", | |
| "KIAA1324", | |
| "STAT3", | |
| "PABPC1P2", | |
| "C21orf59", | |
| "NAF1", | |
| "CSH2", | |
| "RG9MTD2", | |
| "TBL1X", | |
| "HS3ST4", | |
| "JRKL", | |
| "ZNF7", | |
| "SLU7", | |
| "KIAA1409", | |
| "KLC4", | |
| "NAP1L6", | |
| "ADAM15", | |
| "CATSPERG", | |
| "PROX1", | |
| "CMTM3", | |
| "ACTN4", | |
| "RAPSN", | |
| "ZNF16", | |
| "BAT5", | |
| "NUAK2", | |
| "MYLK", | |
| "SDAD1", | |
| "LIPG", | |
| "PMCH", | |
| "BHMT2", | |
| "ZBED1", | |
| "SFTPD", | |
| "TMEM65", | |
| "DPM2", | |
| "HSD17B3", | |
| "RTN4RL1", | |
| "SPRED3", | |
| "GBP5", | |
| "C8orf30A", | |
| "HIST1H4E", | |
| "NCS1", | |
| "PHEX", | |
| "AP3M2", | |
| "TCEB3B", | |
| "SCARB1", | |
| "SUPT5H", | |
| "SKIV2L", | |
| "FGFRL1", | |
| "MYBPC2", | |
| "ATP6V0E2", | |
| "PCYT1A", | |
| "SRP14", | |
| "MTM1", | |
| "C2orf61", | |
| "RNASE13", | |
| "CAPZA3", | |
| "C11orf24", | |
| "DGAT1", | |
| "NCRNA00111", | |
| "LRP5", | |
| "MTDH", | |
| "C18orf2", | |
| "PELI3", | |
| "IL1F7", | |
| "GPR89A", | |
| "NKX1-2", | |
| "CD200", | |
| "CDK2AP1", | |
| "HEATR7B2", | |
| "LTF", | |
| "PRB1", | |
| "ZNF534", | |
| "MAPKAPK5", | |
| "TMPRSS7", | |
| "CELA3B", | |
| "ICAM4", | |
| "MAP1D", | |
| "ASPH", | |
| "SNORA22", | |
| "LOC284441", | |
| "LALBA", | |
| "LGI1", | |
| "CXorf22", | |
| "SFRP4", | |
| "AP3B2", | |
| "C12orf52", | |
| "SNAR-H", | |
| "FBXL12", | |
| "GSTT1", | |
| "RNFT2", | |
| "SHD", | |
| "SYT6", | |
| "ESD", | |
| "SLC30A8", | |
| "SNORA61", | |
| "SMAGP", | |
| "C19orf62", | |
| "VPS52", | |
| "MDFIC", | |
| "SORCS1", | |
| "BOLL", | |
| "C13orf28", | |
| "HIST1H3E", | |
| "SLBP", | |
| "GPR45", | |
| "KRT28", | |
| "FLJ10038", | |
| "TMEM205", | |
| "RAB3IL1", | |
| "C4orf46", | |
| "OGDH", | |
| "HS3ST3B1", | |
| "PANK3", | |
| "DIP2C", | |
| "XKR4", | |
| "C17orf59", | |
| "CIZ1", | |
| "TSGA13", | |
| "COX7A1", | |
| "ZNF605", | |
| "VCX3A", | |
| "C15orf54", | |
| "ZNF562", | |
| "TMEM38A", | |
| "MYOG", | |
| "VKORC1L1", | |
| "NAALAD2", | |
| "LOC100133957", | |
| "SLC22A24", | |
| "PPP1R2P3", | |
| "MAD2L1BP", | |
| "OR9K2", | |
| "PDCD7", | |
| "ZBTB44", | |
| "OAZ2", | |
| "CXorf40B", | |
| "RARS2", | |
| "COG3", | |
| "DHRSX", | |
| "MTSS1L", | |
| "BOC", | |
| "GAGE2C", | |
| "OR10H2", | |
| "HERC2P4", | |
| "NPTN", | |
| "C11orf10", | |
| "ZNF525", | |
| "C12orf4", | |
| "MAGEC2", | |
| "OR10H5", | |
| "CASP2", | |
| "LRRC15", | |
| "RUNX1", | |
| "WNT2", | |
| "PRR23B", | |
| "ZNF735", | |
| "CLDN17", | |
| "CAMK2B", | |
| "ZNF664", | |
| "OLFM4", | |
| "SPANXE", | |
| "XAGE1D", | |
| "SEMG1", | |
| "LOC400657", | |
| "IGF1", | |
| "C1orf70", | |
| "IGFL4", | |
| "EML2", | |
| "RWDD4A", | |
| "SNORA40", | |
| "ZNF155", | |
| "BCYRN1", | |
| "AZIN1", | |
| "SNRNP35", | |
| "LOC100190939", | |
| "SLC36A1", | |
| "LBX1", | |
| "PPP3R2", | |
| "KRT38", | |
| "SDC4P", | |
| "PPP4R4", | |
| "ARFIP2", | |
| "SGPP2", | |
| "SLC10A1", | |
| "SLC39A4", | |
| "SPINK2", | |
| "FES", | |
| "DDX24", | |
| "RPL10L", | |
| "MDH1", | |
| "FAM84B", | |
| "CASP8", | |
| "TYRO3", | |
| "LOC645166", | |
| "CCDC25", | |
| "CCNB3", | |
| "VEGFC", | |
| "FKBP7", | |
| "CYB561", | |
| "ONECUT3", | |
| "C11orf65", | |
| "MCART3P", | |
| "LSM1", | |
| "CYP4F12", | |
| "SNORA56", | |
| "ATP6V1H", | |
| "HAUS3", | |
| "PAF1", | |
| "SLC22A6", | |
| "C17orf46", | |
| "SUMO1P3", | |
| "UTS2R", | |
| "SCGN", | |
| "TPTE2P3", | |
| "PCDHGA3", | |
| "LOC646498", | |
| "KLRAQ1", | |
| "ATP6AP1L", | |
| "NEU1", | |
| "LOC654342", | |
| "SOX8", | |
| "LOC285501", | |
| "DMRTC1", | |
| "CYP2U1", | |
| "ELP3", | |
| "C6orf223", | |
| "C6orf106", | |
| "ZNF679", | |
| "PRRX2", | |
| "GPR150", | |
| "BTBD10", | |
| "SETD7", | |
| "CNDP1", | |
| "SFRP2", | |
| "CRADD", | |
| "GRSF1", | |
| "POU3F3", | |
| "C14orf184", | |
| "FAM151A", | |
| "FGF8", | |
| "ARL15", | |
| "NMU", | |
| "KCNK1", | |
| "CASP1", | |
| "OR4N4", | |
| "MAP4K2", | |
| "DUSP18", | |
| "FBXO3", | |
| "OR51Q1", | |
| "YY2", | |
| "OPN1SW", | |
| "LOC440896", | |
| "RTN2", | |
| "TUBB4Q", | |
| "C22orf28", | |
| "CT45A6", | |
| "POM121L10P", | |
| "C9orf43", | |
| "UGT2B28", | |
| "CTXN3", | |
| "SPDYE4", | |
| "HAL", | |
| "KRT36", | |
| "FUNDC1", | |
| "PITPNM2", | |
| "CD99", | |
| "GNL1", | |
| "SERPINE3", | |
| "ANXA8L1", | |
| "TMCO3", | |
| "TRAF3IP1", | |
| "ECH1", | |
| "TRAPPC6A", | |
| "CPNE3", | |
| "RB1", | |
| "SPATA5L1", | |
| "C21orf81", | |
| "PLK5P", | |
| "C18orf10", | |
| "GAGE10", | |
| "TMEM33", | |
| "PRAMEF6", | |
| "WFDC11", | |
| "FAM185A", | |
| "UEVLD", | |
| "GLRA1", | |
| "SCARNA11", | |
| "CCL11", | |
| "PGS1", | |
| "MMP20", | |
| "LRRC69", | |
| "METTL12", | |
| "CNTROB", | |
| "SPA17", | |
| "CLCNKA", | |
| "PCDHA6", | |
| "ZIC1", | |
| "GTF2F1", | |
| "FAM115A", | |
| "SNRPA1", | |
| "PTPN11", | |
| "CCDC15", | |
| "POU4F3", | |
| "XKR7", | |
| "MIP", | |
| "LRRCC1", | |
| "TIMM16", | |
| "TFDP3", | |
| "FOXI3", | |
| "TRPC7", | |
| "OMP", | |
| "SNUPN", | |
| "USP6", | |
| "ALS2CR11", | |
| "NDUFB2", | |
| "LASS4", | |
| "KDELC2", | |
| "AGAP3", | |
| "LOC100133469", | |
| "DNTT", | |
| "KCNS2", | |
| "ZNF846", | |
| "C9orf109", | |
| "OR9A4", | |
| "RNF170", | |
| "KCNB2", | |
| "NCRNA00200", | |
| "CASQ1", | |
| "C14orf101", | |
| "LOC92249", | |
| "GDF15", | |
| "LOC728758", | |
| "HIST1H2AC", | |
| "SNORA2A", | |
| "CA14", | |
| "C16orf13", | |
| "SLC17A8", | |
| "SERPINE1", | |
| "LOC285045", | |
| "NAA25", | |
| "FRG2B", | |
| "CLEC17A", | |
| "C19orf50", | |
| "SCRN3", | |
| "CFHR1", | |
| "GPR158", | |
| "IGFL1", | |
| "PDS5B", | |
| "MRGPRE", | |
| "CARD16", | |
| "SLC19A1", | |
| "BCAP29" | |
| ], | |
| "Coefficient": [ | |
| -0.09947993392886464, | |
| -0.09200292700984428, | |
| -0.07850365861271676, | |
| 0.07359250903503356, | |
| -0.07278508097194933, | |
| -0.06557642251369505, | |
| -0.05964969208096034, | |
| -0.05788368759407705, | |
| -0.057381592350997976, | |
| -0.05727138888926658, | |
| 0.056216141603206274, | |
| -0.0547867869973938, | |
| -0.054191978707882435, | |
| -0.05416682888918347, | |
| 0.05315615469918132, | |
| 0.05278947337812049, | |
| 0.05204562626846894, | |
| -0.050938423156739236, | |
| -0.050918202395680845, | |
| -0.05078777300612644, | |
| -0.05012237825753109, | |
| -0.0483944420556294, | |
| -0.046668833255875675, | |
| 0.04533435018196494, | |
| -0.044335891194824145, | |
| -0.042813890163749445, | |
| -0.04263864848634279, | |
| 0.04218385127867873, | |
| -0.041572830398066335, | |
| -0.04148071784003669, | |
| -0.0410796097262518, | |
| -0.03982165774359335, | |
| 0.039726502873270744, | |
| 0.03971535129726382, | |
| 0.03946121630155865, | |
| -0.039131281307389874, | |
| 0.03875042456072779, | |
| -0.038414859203365306, | |
| -0.03806398085154036, | |
| -0.037721640595854436, | |
| 0.03762577678788893, | |
| -0.03740211464378732, | |
| -0.036905937824164875, | |
| -0.0368931846409741, | |
| 0.036778413841323486, | |
| -0.035663664081209065, | |
| -0.035583876876382904, | |
| 0.0355413178289499, | |
| 0.03461064222999875, | |
| -0.034411252484778165, | |
| 0.03413816602999325, | |
| 0.033516431069233424, | |
| -0.03340634745602354, | |
| -0.03303888895117282, | |
| 0.03207680948993055, | |
| -0.03173693886054852, | |
| -0.03132664054303664, | |
| 0.031173816427165907, | |
| 0.031142681878912688, | |
| -0.030809216248872614, | |
| 0.03069899024206811, | |
| -0.02963943023541076, | |
| -0.029551032734306936, | |
| -0.02945804940589141, | |
| -0.02943903549367936, | |
| 0.029134903565224843, | |
| 0.028924854539604777, | |
| -0.028589770997958994, | |
| -0.028399877475741058, | |
| -0.028348080542620682, | |
| 0.02834619104643391, | |
| -0.028306583865731535, | |
| 0.02815253984215367, | |
| 0.02794292674509883, | |
| -0.02756936693736581, | |
| -0.02715324305652363, | |
| 0.02714721489383676, | |
| 0.0270729907625298, | |
| 0.026613980953627683, | |
| 0.026261407199894116, | |
| -0.02597108277671858, | |
| 0.025888618546572827, | |
| -0.025875445054049446, | |
| 0.025265522643754805, | |
| 0.025200936349040522, | |
| -0.02500372600228391, | |
| 0.024987371478940267, | |
| -0.024942724384868678, | |
| 0.02482507335425484, | |
| -0.02473812543776426, | |
| -0.023947176811091847, | |
| 0.02383467917073897, | |
| 0.02359470873353531, | |
| 0.02314684409786087, | |
| -0.02294453280810657, | |
| 0.02277256873554237, | |
| -0.02274203905557713, | |
| 0.022582754326008106, | |
| 0.022221766163399728, | |
| 0.022178221224039615, | |
| 0.02213993962200579, | |
| -0.022132650361103887, | |
| -0.022118619478238892, | |
| 0.022111820109011873, | |
| 0.0218748057100338, | |
| -0.02135388507709818, | |
| -0.021348524619038755, | |
| -0.021348055643241964, | |
| 0.02126242177193568, | |
| -0.02119952572571124, | |
| -0.0211200974838312, | |
| 0.021028460612239702, | |
| -0.02067431984684299, | |
| -0.020621059108070636, | |
| 0.020192188631661712, | |
| 0.02014641688697942, | |
| 0.02009027158303181, | |
| -0.019952992538559155, | |
| -0.019673860476550398, | |
| 0.0196479454266902, | |
| 0.01939620622422113, | |
| -0.019358181375250378, | |
| 0.019288533314191312, | |
| 0.018613354992024857, | |
| -0.018355940319772817, | |
| 0.01826407297114301, | |
| 0.018138170851891667, | |
| -0.018089112114499553, | |
| -0.017827561700784526, | |
| 0.017785694207270348, | |
| -0.01772404203653368, | |
| -0.017322483437412273, | |
| -0.01725618880188159, | |
| 0.01724548337607564, | |
| -0.01720748050861505, | |
| -0.01717249842490836, | |
| 0.01676336382432745, | |
| 0.01675107049836196, | |
| 0.01665516779568287, | |
| -0.016642010420950575, | |
| -0.01661052551203481, | |
| 0.016467959068756786, | |
| -0.016342218000518563, | |
| 0.01624030673501076, | |
| -0.01610505233141203, | |
| -0.015953850579790152, | |
| -0.01594824555595117, | |
| 0.015845709725837848, | |
| 0.015584464080107843, | |
| -0.01533905035509765, | |
| 0.015299342199744175, | |
| -0.015251370070997406, | |
| 0.015100501383821968, | |
| -0.015050520577042228, | |
| 0.015016601840719662, | |
| 0.014950204427809161, | |
| -0.014945245701596901, | |
| -0.014850848848891672, | |
| -0.014848277696991548, | |
| -0.014762352995587704, | |
| 0.014681003632427634, | |
| -0.0146691049056091, | |
| -0.014629327600801751, | |
| -0.014581429780908777, | |
| -0.014525549839205123, | |
| -0.014472617842237337, | |
| -0.014465988262029354, | |
| 0.014446480037721808, | |
| -0.014407314994656275, | |
| -0.014358390464869137, | |
| 0.013962432378535729, | |
| 0.013962108757664717, | |
| -0.013887634519764894, | |
| -0.013749567422439244, | |
| -0.01368566431201357, | |
| 0.013648485339064853, | |
| 0.013610609794022536, | |
| 0.013545503486574222, | |
| -0.013435768037312315, | |
| -0.013378624485243204, | |
| 0.013306953779886029, | |
| 0.013257553148445204, | |
| -0.013235521964060025, | |
| 0.013215182533390735, | |
| -0.013195928325834093, | |
| -0.013086954874205773, | |
| 0.013066806323773031, | |
| -0.013023668661471612, | |
| 0.012993263935675904, | |
| 0.012951111802903611, | |
| -0.01294593421697174, | |
| -0.01291579389493533, | |
| 0.012903461565311636, | |
| 0.012815596476226541, | |
| 0.012803212524575315, | |
| -0.012777805416438982, | |
| -0.012760579183289442, | |
| -0.012755024963541625, | |
| 0.012687210092304235, | |
| 0.012615677535952751, | |
| -0.0124905010700954, | |
| 0.012474878323201502, | |
| -0.01246650147568411, | |
| 0.01228603190547707, | |
| 0.012257444696773838, | |
| -0.012254883974853801, | |
| 0.012197638207973314, | |
| 0.012159698307299212, | |
| -0.01214965998640494, | |
| 0.012002057426236832, | |
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| ], | |
| "Absolute Coefficient": [ | |
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| ] | |
| }, | |
| "cv_performance": { | |
| "prediction": { | |
| "accuracy": 100.0, | |
| "precision": 100.0, | |
| "recall": 100.0, | |
| "f1": 100.0 | |
| }, | |
| "selection": { | |
| "precision": 0.335091833483599, | |
| "recall": 1.2244897959183674, | |
| "f1": 0.5254892322014657, | |
| "jaccard": 0.2636856003889602 | |
| } | |
| } | |
| } |