| { | |
| "significant_genes": { | |
| "Variable": [ | |
| "ABCA13", | |
| "ABHD11", | |
| "AAGAB", | |
| "ABCC4", | |
| "ADAMTS18", | |
| "ABCC9", | |
| "AGBL4", | |
| "ADAMTS4", | |
| "ACAP2", | |
| "ABHD6", | |
| "ADAP1", | |
| "ABCC5", | |
| "ANKIB1", | |
| "AFAP1-AS1", | |
| "ACP1", | |
| "AMER2", | |
| "ADGRG3", | |
| "ADAM15", | |
| "ALMS1P1", | |
| "ABCD3", | |
| "AGAP6", | |
| "ABCC13", | |
| "ADGRA2", | |
| "AGO2", | |
| "ANKRD23", | |
| "ADISSP", | |
| "ARSB", | |
| "ADAMTSL1", | |
| "ADAMTS19", | |
| "A2M", | |
| "ADGRG7", | |
| "AFAP1L1", | |
| "ADAM23", | |
| "AKR1E2", | |
| "AGFG2", | |
| "ADCY7", | |
| "ACTA2", | |
| "AMER1", | |
| "ABCB1", | |
| "AGAP11", | |
| "A2ML1", | |
| "ADH1B", | |
| "ACACB", | |
| "ACSM5", | |
| "ASMTL-AS1", | |
| "APOL6", | |
| "AK7", | |
| "ATP6V0A2", | |
| "ALG10", | |
| "AFF4", | |
| "CBX3P2", | |
| "C5orf47", | |
| "AKT3", | |
| "ACTR2", | |
| "ARL5A", | |
| "ANKRD65", | |
| "AHI1", | |
| "ALG10B", | |
| "ANKS6", | |
| "ADIG", | |
| "AIFM3", | |
| "ABHD2", | |
| "ANKRD13D", | |
| "ACTR3B", | |
| "APOL4", | |
| "ABCB5", | |
| "ANKRD53", | |
| "ARMCX5", | |
| "ABRA", | |
| "BIN3", | |
| "C10orf55", | |
| "ACSM2A", | |
| "ANTXR2", | |
| "ALPK1", | |
| "APBB1IP", | |
| "DIRC1", | |
| "APH1A", | |
| "C6orf141", | |
| "C9orf43", | |
| "ARID5B", | |
| "C1S", | |
| "BCAN", | |
| "C16orf46", | |
| "BBLN", | |
| "ATP6V1B1", | |
| "ASH1L-AS1", | |
| "ADAM32", | |
| "BTBD19", | |
| "AK8", | |
| "DSEL", | |
| "ACTB", | |
| "AKR1C2", | |
| "B3GALT6", | |
| "ARK2N", | |
| "ARMCX4", | |
| "BFSP2-AS1", | |
| "BAIAP2-DT", | |
| "AMBRA1", | |
| "CFAP221", | |
| "C3orf33", | |
| "CARF", | |
| "CD200R1", | |
| "B3GNT6", | |
| "AKT1S1", | |
| "ATM", | |
| "ARL17A", | |
| "ADGRG6", | |
| "ANO1", | |
| "ATOH7", | |
| "BLZF1", | |
| "B4GALNT1", | |
| "DNAH12", | |
| "ARMH4", | |
| "ALG14", | |
| "C12orf60", | |
| "ADAMTS17", | |
| "BEST1", | |
| "AMER3", | |
| "ALDOB", | |
| "MTUS2-AS1", | |
| "ARHGAP29", | |
| "ARHGAP8", | |
| "BNIPL", | |
| "ENTPD4", | |
| "COCH", | |
| "ADGRF4", | |
| "CYCS", | |
| "ALOX15B", | |
| "BRWD3", | |
| "CCDC140", | |
| "ASXL1", | |
| "ADPRHL1", | |
| "ACSF3", | |
| "AQP4-AS1", | |
| "AFG3L2", | |
| "ADCK2", | |
| "AGTRAP", | |
| "ANLN", | |
| "ALS2CL", | |
| "C10orf90", | |
| "CARD16", | |
| "AFG1L", | |
| "C14orf180", | |
| "ADGRF2P", | |
| "DEUP1", | |
| "ALPL", | |
| "AQP3", | |
| "C8orf76", | |
| "BNC1", | |
| "IHO1", | |
| "BCL10", | |
| "CASC22", | |
| "CACNG5", | |
| "DND1", | |
| "CELF4", | |
| "B4GALNT2", | |
| "ATF6B", | |
| "AKR1C1", | |
| "DIP2C-AS1", | |
| "C2CD3", | |
| "C2orf15", | |
| "CCDC57", | |
| "AGPAT1", | |
| "CIMAP2", | |
| "BTBD7", | |
| "BMP2K", | |
| "AJUBA", | |
| "CDK8", | |
| "ANKMY1", | |
| "CCDC27", | |
| "C18orf61", | |
| "AGK", | |
| "ADAT3", | |
| "DMWD", | |
| "AP5M1", | |
| "APBB2", | |
| "EPB41L4A", | |
| "ACOT11", | |
| "BOLA2", | |
| "CCDC26", | |
| "CACNB3", | |
| "BORCS8", | |
| "ADAM22", | |
| "CES5A", | |
| "ARRB1", | |
| "BAALC-AS2", | |
| "AHNAK2", | |
| "ATP6V1C2", | |
| "AQP12A", | |
| "ATL2", | |
| "BPNT1", | |
| "CAPN14", | |
| "ARMH3", | |
| "CYB5R3", | |
| "CD101", | |
| "C1QTNF9", | |
| "CNTNAP4", | |
| "BTBD16", | |
| "H6PD", | |
| "DNAH6", | |
| "ARHGEF33", | |
| "ARHGEF10", | |
| "DIS3L2", | |
| "CD300LD-AS1", | |
| "CALML4", | |
| "CD300LG", | |
| "COL11A1", | |
| "CDK5RAP2", | |
| "ASB14", | |
| "ADGRL1", | |
| "ATF1", | |
| "CASP8", | |
| "ARHGDIB", | |
| "CNST", | |
| "ASXL2", | |
| "AHDC1", | |
| "DGKB", | |
| "C4orf36", | |
| "ANKRD18A", | |
| "COL1A1", | |
| "DRP2", | |
| "CEP170", | |
| "DSG2", | |
| "KCNA6", | |
| "BAP1", | |
| "C7orf25", | |
| "ATP23", | |
| "ARHGEF28", | |
| "C1orf50", | |
| "DLX6", | |
| "ASPHD1", | |
| "CCDC174", | |
| "C5orf58", | |
| "ATP6V0C", | |
| "C21orf58", | |
| "BRWD1", | |
| "ALKBH5", | |
| "BLTP3B", | |
| "C2orf49", | |
| "CACNA1C", | |
| "CACNB2", | |
| "CCDC154", | |
| "MPHOSPH6", | |
| "BTNL9", | |
| "CD40", | |
| "ARF1", | |
| "ZNF341", | |
| "EFCAB5", | |
| "COX6B2", | |
| "CYP1B1-AS1", | |
| "ARSG", | |
| "CA6", | |
| "BACH1", | |
| "C2", | |
| "GCLC", | |
| "CCDC80", | |
| "CBY2", | |
| "CFAP53", | |
| "CABP7", | |
| "ARHGAP42", | |
| "ARMC10", | |
| "SDE2", | |
| "EIF1B-AS1", | |
| "CARD8", | |
| "BCL2L11", | |
| "THAP5", | |
| "CHIC1", | |
| "ASIC1", | |
| "DMAC2", | |
| "DENND5B", | |
| "B3GALNT2", | |
| "ANGEL1", | |
| "ZNF585B", | |
| "ATP6V1H", | |
| "GORASP1", | |
| "B3GNT5", | |
| "BRICD5", | |
| "CALHM3", | |
| "ATXN7", | |
| "C6orf89", | |
| "EFHB", | |
| "GUCA1A", | |
| "SCRN3", | |
| "GPSM1", | |
| "CCDC30", | |
| "CREBRF", | |
| "ARK2C", | |
| "CSMD1", | |
| "FILIP1", | |
| "DNAJC11", | |
| "AQP10", | |
| "KCNC3", | |
| "INPP5A", | |
| "CDYL2", | |
| "CLRN1", | |
| "ZNF572", | |
| "IFNL2", | |
| "SYNPO2L", | |
| "CKAP2", | |
| "FAAP20", | |
| "CSMD2", | |
| "KCNJ9", | |
| "ANKAR", | |
| "CBX3", | |
| "CILP2", | |
| "ATP13A5", | |
| "BAGE3", | |
| "SLC8A1-AS1", | |
| "ATP5PD", | |
| "KATNAL2", | |
| "AGPAT2", | |
| "ENTPD3-AS1", | |
| "KRT73", | |
| "CCDC158", | |
| "ZNF114", | |
| "C2CD6", | |
| "CELSR3", | |
| "POM121L10P", | |
| "CC2D2B", | |
| "CCSER2", | |
| "NUS1P3", | |
| "BTF3L4", | |
| "ATP6V1E2", | |
| "CNOT7", | |
| "B3GNT7", | |
| "CEP120", | |
| "ACAT1", | |
| "EPHA10", | |
| "SHROOM4", | |
| "CEP70", | |
| "XKR6", | |
| "ASAH1", | |
| "GOSR1", | |
| "ZNRF2P1", | |
| "C10orf53", | |
| "JPH3", | |
| "BAGE2", | |
| "LINC02877", | |
| "C8orf88", | |
| "IFT74", | |
| "RCC1L", | |
| "CACNA1D", | |
| "GPRIN2", | |
| "ARAP1", | |
| "CALML6", | |
| "DOCK2", | |
| "CD53", | |
| "DTX3", | |
| "CCDC157", | |
| "FLJ12825", | |
| "CD84", | |
| "MSRB3", | |
| "CD55", | |
| "STXBP4", | |
| "FBXL17", | |
| "C22orf39", | |
| "DNAJC14", | |
| "ARHGEF2", | |
| "C22orf15", | |
| "CSRNP3", | |
| "IQCF3", | |
| "KCNE4", | |
| "C5orf24", | |
| "IGH", | |
| "KCNS2", | |
| "COX1", | |
| "CDH24", | |
| "NBPF4", | |
| "CCDC63", | |
| "METTL6", | |
| "ARHGAP27", | |
| "ATP5PB", | |
| "RASGRF2", | |
| "EPB41", | |
| "CBL", | |
| "DCD", | |
| "SBF2", | |
| "DBF4B", | |
| "CYGB", | |
| "MIR6883", | |
| "C3orf49", | |
| "ATP11B", | |
| "C5orf22", | |
| "RUBCN", | |
| "CNP", | |
| "FSD1L", | |
| "BRSK1", | |
| "VPS26A", | |
| "MIR3150A", | |
| "TLK1", | |
| "LDB1", | |
| "UCHL1", | |
| "COTL1", | |
| "KIAA2013", | |
| "DEFB104A", | |
| "KLHL14", | |
| "SIAE", | |
| "RAB3C", | |
| "PRRT3-AS1", | |
| "DGKH", | |
| "DDAH1", | |
| "MYO1H", | |
| "DNAAF5", | |
| "AP1S3", | |
| "BNC2", | |
| "SNED1", | |
| "GRK2", | |
| "AVL9", | |
| "VNN3P", | |
| "DENND1B", | |
| "POLK", | |
| "ANKRD36C", | |
| "ARHGAP25", | |
| "GCSAML", | |
| "DLEU2", | |
| "CROT", | |
| "GDPD1", | |
| "CASZ1", | |
| "STXBP5-AS1", | |
| "MITF", | |
| "PDE8B", | |
| "TAC4", | |
| "NAV3", | |
| "DOP1A", | |
| "CCDC141", | |
| "BAGE5", | |
| "SYNE1", | |
| "NKX6-3", | |
| "CD99L2", | |
| "MRPS31", | |
| "POM121L4P", | |
| "BRF1", | |
| "C10orf126", | |
| "LARP4", | |
| "PRKAA1", | |
| "ANKRD39", | |
| "BCAM", | |
| "HRH3", | |
| "HMGCLL1", | |
| "PER1", | |
| "IFT27", | |
| "FLJ45513", | |
| "NAALAD2", | |
| "C1QTNF9B", | |
| "GRID1-AS1", | |
| "AQP12B", | |
| "IGHE", | |
| "ARL17B" | |
| ], | |
| "Coefficient": [ | |
| -0.17809346314496263, | |
| -0.11201517738793963, | |
| 0.098431781288108, | |
| 0.07900140423560026, | |
| -0.07496531756544418, | |
| 0.07208906110469654, | |
| -0.07100493287835245, | |
| 0.06053777123434956, | |
| 0.05859453264591504, | |
| -0.05713130954337669, | |
| -0.05573585789609953, | |
| 0.055646853631275445, | |
| -0.05165664697071454, | |
| 0.05004410520346772, | |
| -0.05004365304961311, | |
| 0.04944511846595687, | |
| -0.048192846328963694, | |
| 0.04797443808133642, | |
| -0.04769425119092833, | |
| 0.04735189433524043, | |
| 0.047310018358194116, | |
| 0.043954027550232644, | |
| 0.041710623166309135, | |
| 0.040705188286304074, | |
| -0.0383271509942546, | |
| -0.037824755722642385, | |
| -0.03781442578453923, | |
| 0.037496095584242564, | |
| -0.03726464969156195, | |
| 0.03513689853125689, | |
| -0.033401310336221304, | |
| 0.0332651540624444, | |
| 0.03200840068906661, | |
| -0.030457881962408912, | |
| 0.030347470932978, | |
| -0.030234110056239098, | |
| -0.03010245433748515, | |
| -0.03007300751004794, | |
| -0.029538085187710582, | |
| 0.029350453038757888, | |
| -0.028388337875038538, | |
| 0.02828932016573715, | |
| -0.028256726623718916, | |
| 0.028117099699727494, | |
| 0.027987691257648006, | |
| -0.02780570807642195, | |
| -0.027512238006228873, | |
| -0.026756684369015474, | |
| 0.026364388309354926, | |
| 0.026341390370052443, | |
| -0.024986325308861575, | |
| 0.024893732158985552, | |
| -0.02362514158095084, | |
| 0.023090765314445486, | |
| 0.022639551226020523, | |
| 0.022064782843036687, | |
| 0.02152923327867228, | |
| 0.021424008931758068, | |
| -0.021332490512806376, | |
| -0.02060504092145031, | |
| 0.020592050009251718, | |
| -0.020527027205841975, | |
| -0.020378332873689686, | |
| -0.020347938909828278, | |
| 0.020189132429893456, | |
| 0.01997761910180532, | |
| -0.019965676639701356, | |
| -0.01971492988949109, | |
| 0.019688417922793515, | |
| -0.01897649838967018, | |
| 0.018936248044474302, | |
| 0.018783346187738078, | |
| -0.01854249285171265, | |
| 0.0184398472539373, | |
| -0.018210636786144634, | |
| 0.017472872281275784, | |
| 0.01729517220267254, | |
| -0.016438731237618943, | |
| 0.016376800056840907, | |
| -0.016190449775468012, | |
| 0.015879724255121106, | |
| 0.015273725744645658, | |
| -0.015095948258642017, | |
| 0.015072413442189556, | |
| -0.015054556295364447, | |
| -0.014694701030315022, | |
| -0.014693701047280317, | |
| 0.0144947432550233, | |
| -0.01449131375964905, | |
| 0.014132979801646448, | |
| 0.014056785849435448, | |
| -0.014024978297455653, | |
| 0.013801203428483733, | |
| -0.013582391933372429, | |
| -0.013512869009132811, | |
| -0.013492324988968038, | |
| -0.013107240411413779, | |
| 0.01264529349836593, | |
| 0.012571968816524722, | |
| 0.012339244799338319, | |
| 0.01214685490070572, | |
| 0.011806595405013652, | |
| -0.011730325157064373, | |
| -0.011675016397259182, | |
| 0.011444691466682238, | |
| 0.011329419252278282, | |
| -0.011296921142479044, | |
| 0.01125768678039737, | |
| -0.011213166495066878, | |
| -0.011106421190983477, | |
| 0.010997278104196824, | |
| -0.01083923921049797, | |
| 0.010826664113662357, | |
| 0.010754502675164878, | |
| -0.0106972309877926, | |
| 0.010693293648691508, | |
| -0.010663855692705521, | |
| 0.010647212697623875, | |
| -0.010467085900764575, | |
| 0.010390029238524869, | |
| 0.010364808080327827, | |
| 0.01019865112059719, | |
| -0.010169797471813208, | |
| -0.010132404999236967, | |
| -0.009962918727087374, | |
| -0.009690794082826937, | |
| -0.009442849044445667, | |
| 0.009392263445347309, | |
| 0.009373213120296068, | |
| 0.009249359895448473, | |
| -0.00917202290305877, | |
| -0.009151178583635454, | |
| 0.009129745732661537, | |
| -0.00897305349689304, | |
| -0.008873640129408007, | |
| 0.008680369173723862, | |
| -0.008563655034850043, | |
| -0.008526846902311884, | |
| 0.008505086163117069, | |
| -0.008478034128486509, | |
| -0.008302887358574377, | |
| -0.008225942660146783, | |
| -0.008145910673636405, | |
| 0.008065521137925179, | |
| -0.008056659393604627, | |
| -0.007956918082640378, | |
| -0.00794968292174718, | |
| 0.007819799712407507, | |
| -0.007768747268850713, | |
| -0.007712023421613147, | |
| -0.007520518401026321, | |
| -0.007418975746220824, | |
| 0.0074180703416932385, | |
| 0.007406160065298307, | |
| 0.007366094665271256, | |
| -0.0070399038484460445, | |
| 0.006909918073838742, | |
| -0.006739473150930325, | |
| 0.006549019136834627, | |
| 0.006530469851388644, | |
| -0.006494079558997488, | |
| -0.006467725327018215, | |
| 0.006466088840292684, | |
| -0.006438323756360263, | |
| 0.006340246614106589, | |
| 0.00633639828050969, | |
| -0.006307963335348518, | |
| -0.006254132381443486, | |
| -0.006197140170877669, | |
| 0.0060473539504771285, | |
| 0.005790855226942789, | |
| -0.005539613905585358, | |
| 0.005510658606163432, | |
| -0.00537800878940102, | |
| -0.005331906802835451, | |
| 0.005213450815433021, | |
| 0.005182977738190531, | |
| 0.0051681068253615885, | |
| 0.0051371738048756775, | |
| 0.005056188398033511, | |
| 0.004946830199873139, | |
| -0.004903611218003785, | |
| 0.004888535997981994, | |
| -0.00481043221140873, | |
| 0.004720151004647105, | |
| -0.004706372819048245, | |
| -0.0046634189476673134, | |
| -0.0046540902359469135, | |
| 0.004596333325692258, | |
| 0.004422752486735082, | |
| 0.004348391021249258, | |
| -0.004342977875015825, | |
| -0.004296781502324415, | |
| -0.004140530451218619, | |
| 0.004120013047978228, | |
| 0.004025859836266485, | |
| -0.003993968285595306, | |
| -0.003945901411481892, | |
| 0.0038699774600152574, | |
| 0.003827804566748156, | |
| -0.003791223522835057, | |
| -0.0037681340992585656, | |
| -0.003765504697404834, | |
| -0.003764699624189441, | |
| -0.003660759677125765, | |
| 0.0036258244966488797, | |
| 0.0036032018566281147, | |
| 0.0035564020166272995, | |
| 0.0034012402311070543, | |
| 0.0033183873181374447, | |
| 0.0033172594397415283, | |
| -0.0032412243297133742, | |
| 0.0031908013104781467, | |
| 0.0031798969318786075, | |
| -0.0031783050800759096, | |
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| ], | |
| "Absolute Coefficient": [ | |
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| }, | |
| "cv_performance": { | |
| "prediction": { | |
| "accuracy": 61.81818181818183, | |
| "precision": 61.81818181818183, | |
| "recall": 100.0, | |
| "f1": 75.72875816993464 | |
| }, | |
| "selection": { | |
| "precision": 1.0515747261604704, | |
| "recall": 19.047619047619047, | |
| "f1": 1.9928128755505334, | |
| "jaccard": 1.006742670510406 | |
| } | |
| } | |
| } |