| { | |
| "significant_genes": { | |
| "Variable": [ | |
| "ABCC9", | |
| "ABCA8", | |
| "ABHD11", | |
| "IFNA17", | |
| "ABCA7", | |
| "ABCC8", | |
| "DRGX", | |
| "ABRACL", | |
| "COL26A1", | |
| "CRISP2", | |
| "BCL2L11", | |
| "ABCC1", | |
| "KIR3DL3", | |
| "ADAMDEC1", | |
| "GJA5", | |
| "AASS", | |
| "ADAM29", | |
| "AMZ1", | |
| "OR2L8", | |
| "ETV1", | |
| "ABCA10", | |
| "ST8SIA3", | |
| "ADISSP", | |
| "CDC42EP4", | |
| "PEG3-AS1", | |
| "ARL5C", | |
| "LRTM1", | |
| "METTL21C", | |
| "ABCD2", | |
| "LINC00293", | |
| "CFH", | |
| "ADRB3", | |
| "FN3KRP", | |
| "ACACA", | |
| "ABCA12", | |
| "CFC1B", | |
| "CD28", | |
| "VN1R1", | |
| "ABCA9", | |
| "ACYP1", | |
| "CSMD3", | |
| "CFHR3", | |
| "CAMK1G", | |
| "FBP2", | |
| "C1orf141", | |
| "KIR2DL3", | |
| "AFG3L2", | |
| "ARID5A", | |
| "NPAP1", | |
| "CLEC4M", | |
| "CRYBA1", | |
| "VWC2L", | |
| "ABRA", | |
| "AP2A1", | |
| "JAG2", | |
| "ECHDC3", | |
| "RGSL1", | |
| "TAAR1", | |
| "CEACAM20", | |
| "OR7G2", | |
| "ADM2", | |
| "DCP2", | |
| "AP1B1", | |
| "MMP23A", | |
| "ARHGEF26", | |
| "OR4F6", | |
| "MUC16", | |
| "DLEU2", | |
| "ACTMAP", | |
| "CD300LD", | |
| "ANLN", | |
| "SV2C", | |
| "NALCN", | |
| "CCDC71", | |
| "PRDM13", | |
| "ABCB1", | |
| "DPEP1", | |
| "C20orf141", | |
| "SLC12A3", | |
| "C1orf94", | |
| "COLEC10", | |
| "ZNF385B", | |
| "BORA", | |
| "ABHD3", | |
| "DUOXA1", | |
| "CSN2", | |
| "SNHG11", | |
| "CYP19A1", | |
| "ABCA6", | |
| "SLC6A10P", | |
| "LUZP4", | |
| "ACTR3B", | |
| "CHRND", | |
| "HCLS1", | |
| "IER2", | |
| "PLA2G2A", | |
| "LINC00028", | |
| "SLC22A10", | |
| "SNORA20", | |
| "OR11L1", | |
| "ATP6V0E2", | |
| "FLJ42393", | |
| "AIMP1", | |
| "AHCY", | |
| "CST2", | |
| "C17orf58", | |
| "DUOXA2", | |
| "ABL1", | |
| "GAB4", | |
| "GNGT1", | |
| "PIP5KL1", | |
| "ATP6V0A4", | |
| "TSC22D3", | |
| "FAM138F", | |
| "DGAT2", | |
| "ABRAXAS1", | |
| "OR4E2", | |
| "ACTA2", | |
| "CADPS", | |
| "ABCB6", | |
| "ADRA1D", | |
| "ABCC4", | |
| "CES4A", | |
| "SRGAP2", | |
| "SULF1", | |
| "SPINT3", | |
| "EMC4", | |
| "DENR", | |
| "SEC1P", | |
| "PRNT", | |
| "KRTAP4-5", | |
| "GPX5", | |
| "OR52K2", | |
| "CACNA1S", | |
| "ONECUT2", | |
| "SUPT3H", | |
| "DYNLT5", | |
| "CEACAM5", | |
| "CELA2A", | |
| "CALCR", | |
| "STYX", | |
| "GPR87", | |
| "LCE6A", | |
| "CDC25C", | |
| "OR2M1P", | |
| "MATN3", | |
| "C22orf42", | |
| "CNGB3", | |
| "ECEL1", | |
| "TDRD10", | |
| "MCEMP1", | |
| "DHH", | |
| "DEFA6", | |
| "SPOCK2", | |
| "AACSP1", | |
| "FEM1A", | |
| "COL10A1", | |
| "ABI3BP", | |
| "DMRTC1", | |
| "FOXF2", | |
| "ZNF788P", | |
| "NPY1R", | |
| "AKNAD1", | |
| "HUS1B", | |
| "SNORA32", | |
| "REXO6P", | |
| "GCNT7", | |
| "ASS1", | |
| "TCF21", | |
| "MGC27382", | |
| "NMUR2", | |
| "ALAS2", | |
| "ALG6", | |
| "ZNF714", | |
| "GKN1", | |
| "TAAR5", | |
| "MAGEB16", | |
| "TSPAN19", | |
| "NPFFR2", | |
| "ARHGEF39", | |
| "SPATA24", | |
| "STRADB", | |
| "H2BC8", | |
| "GNAI1", | |
| "AGRP", | |
| "PNPLA2", | |
| "TMPRSS11B", | |
| "LSMEM2", | |
| "ADIPOQ", | |
| "FOXA1", | |
| "SUN5", | |
| "NHLH2", | |
| "ALDH4A1", | |
| "LOC344967", | |
| "ESR2", | |
| "DAPK3", | |
| "IL15RA", | |
| "DNAH8", | |
| "DLX4", | |
| "DDX25", | |
| "ACLY", | |
| "H4C12", | |
| "ARL14EP", | |
| "OTX1", | |
| "CCDC54", | |
| "TMEM145", | |
| "APOO", | |
| "KCTD15", | |
| "SYCP3", | |
| "TEX44", | |
| "ADAMTS5", | |
| "SLC6A4", | |
| "SLC14A1", | |
| "ASB18", | |
| "CEACAM4", | |
| "UTP3", | |
| "VAX2", | |
| "ACOT4", | |
| "GPR158", | |
| "OR1K1", | |
| "CFHR5", | |
| "FSTL5", | |
| "OR1L4", | |
| "GRIK3", | |
| "H2BC18", | |
| "GDPD4", | |
| "PNMA1", | |
| "AQP8", | |
| "DMRTB1", | |
| "ADCY2", | |
| "RIPPLY3", | |
| "PGA3", | |
| "TNMD", | |
| "FAM117B", | |
| "DKK2", | |
| "C1orf53", | |
| "OR8G5", | |
| "OR51D1", | |
| "LALBA", | |
| "ASF1B", | |
| "CLEC18A", | |
| "CA11", | |
| "HAO1", | |
| "LHX9", | |
| "FGF10", | |
| "DOK6", | |
| "SNORA70B", | |
| "OR3A2", | |
| "KCTD4", | |
| "INE2", | |
| "HSD3B2", | |
| "AGBL5", | |
| "TOX", | |
| "LRRN3", | |
| "CFHR1", | |
| "CLCN1", | |
| "ATP5MF", | |
| "SPATA12", | |
| "ZNF793", | |
| "ACTL7B", | |
| "SPATA31G1", | |
| "EIF3M", | |
| "GYPE", | |
| "TMEM89", | |
| "ZNF93", | |
| "KLRC2", | |
| "CENPF", | |
| "GARIN4", | |
| "HCG22", | |
| "UBE2DNL", | |
| "ATP11AUN", | |
| "OR10X1", | |
| "GPRC5D", | |
| "AUNIP", | |
| "APOBEC3G", | |
| "ASPA", | |
| "ACSL5", | |
| "CFHR2", | |
| "ARHGEF37", | |
| "TMEM74", | |
| "OR10J3", | |
| "NEGR1", | |
| "OR51T1", | |
| "TRIM71", | |
| "CEP19", | |
| "IFNA10", | |
| "AZIN1", | |
| "TARM1", | |
| "GPR62", | |
| "MSH4", | |
| "ACOX1", | |
| "MYH6", | |
| "SNORA31", | |
| "ADCY8", | |
| "SULT1B1", | |
| "HBB", | |
| "TAS2R50", | |
| "SLCO1C1", | |
| "FGF14", | |
| "OR14A16", | |
| "OR10G3", | |
| "PRSS37", | |
| "ACTN1", | |
| "CAB39L", | |
| "RESP18", | |
| "CELA3B", | |
| "OR13C9", | |
| "CUX1", | |
| "ZNF875", | |
| "ZBTB3", | |
| "CYP2R1", | |
| "KRTAP5-7", | |
| "ABI2", | |
| "HLCS", | |
| "LINC02878", | |
| "CLIC6", | |
| "ITPK1-AS1", | |
| "ACTL9", | |
| "CADPS2", | |
| "KLHL10", | |
| "CPN2", | |
| "DKFZp434L192", | |
| "KCNK17", | |
| "OR13J1", | |
| "ABCF3", | |
| "RXFP2", | |
| "RTL4", | |
| "VSIG1", | |
| "GALNTL6", | |
| "CYP2A6", | |
| "PRR35", | |
| "SNORA65", | |
| "ACER1", | |
| "POU2F2", | |
| "UPP2", | |
| "ARHGEF10", | |
| "LTK", | |
| "CARD9", | |
| "CEACAM7", | |
| "SAA3P", | |
| "IZUMO1", | |
| "ASB1", | |
| "NOTCH3", | |
| "TAS2R40", | |
| "TNP2", | |
| "KRTAP12-2", | |
| "FERD3L", | |
| "NKX3-2", | |
| "KRTAP5-3", | |
| "ADGRL3", | |
| "BCL2", | |
| "FUT1", | |
| "CTNNA3", | |
| "ELOA2", | |
| "ARID3A", | |
| "SLC38A6", | |
| "H2BC5", | |
| "ACTN3", | |
| "SAMD13", | |
| "TPTE2", | |
| "CDH26", | |
| "FAM221B", | |
| "PHF21B", | |
| "CEP250", | |
| "AURKA", | |
| "FCN3", | |
| "FRMD8", | |
| "RWDD2B", | |
| "BTN3A3", | |
| "FIBCD1", | |
| "TECTB", | |
| "OPCML", | |
| "BDNF-AS", | |
| "POLR1E", | |
| "TCFL5", | |
| "OR1I1" | |
| ], | |
| "Coefficient": [ | |
| -0.042224534901263794, | |
| -0.02456614204184528, | |
| 0.02362309843962521, | |
| 0.02285750843844845, | |
| 0.022485658483139142, | |
| -0.02141284709405125, | |
| -0.020429427960982863, | |
| 0.017961946606633465, | |
| 0.017366017725183504, | |
| -0.016638504389768053, | |
| 0.016551070643134075, | |
| 0.015343262084937043, | |
| -0.014186192514227154, | |
| 0.014109265160842733, | |
| 0.013949648113644474, | |
| -0.01362175848014154, | |
| -0.013429580066787527, | |
| -0.013246504622017142, | |
| -0.013185108582648021, | |
| 0.013044161755571222, | |
| -0.012664241202434656, | |
| 0.012412162831456148, | |
| -0.012346703669453762, | |
| -0.01166001810369684, | |
| 0.011136449585595976, | |
| -0.010868894489857298, | |
| 0.010843909888238131, | |
| -0.00968885727982595, | |
| -0.009505663617922237, | |
| 0.009188289595777097, | |
| 0.0091668277515319, | |
| -0.009165772370349426, | |
| -0.009086054317471323, | |
| 0.00906703041205655, | |
| 0.008780157046260199, | |
| -0.008451933593609387, | |
| 0.008445416601876648, | |
| 0.008362798165863342, | |
| -0.00821628632150046, | |
| 0.008112260364218363, | |
| 0.00804900487695488, | |
| 0.008043418971364456, | |
| 0.007989740513317441, | |
| 0.007897638213604737, | |
| -0.007865196444744312, | |
| -0.007689081686264174, | |
| 0.007216220915315967, | |
| -0.007137986679944699, | |
| -0.006720754997297939, | |
| -0.006579612128066799, | |
| 0.0065514580224717575, | |
| 0.006410562091524378, | |
| -0.006119835254753683, | |
| -0.006008920572255281, | |
| 0.005861598797380345, | |
| -0.00575485795286464, | |
| 0.005700909590887002, | |
| -0.005659875778063685, | |
| 0.00548759016567145, | |
| 0.00543357014988364, | |
| 0.005350272980858992, | |
| 0.005312189807239476, | |
| 0.005222895689979118, | |
| 0.005135421380076599, | |
| -0.004919346861327157, | |
| -0.0048893468951805436, | |
| -0.0048787461709522625, | |
| 0.004868315109029634, | |
| 0.0047348011394896744, | |
| 0.004386279464245766, | |
| 0.00436389198674936, | |
| 0.004323771982522637, | |
| 0.004313393699996454, | |
| -0.00427287769977251, | |
| 0.004268827418434949, | |
| -0.004229131647697828, | |
| 0.004180075558788961, | |
| -0.004177346188614367, | |
| 0.004100697841249208, | |
| 0.00398248367877476, | |
| 0.003964263333998394, | |
| 0.003897762425066984, | |
| 0.003803915531539954, | |
| 0.0037990089512089675, | |
| -0.0037819936142956937, | |
| 0.0036427555333263307, | |
| 0.0036422518706491812, | |
| 0.003618089273382586, | |
| -0.0035682590490670003, | |
| 0.003426572130322105, | |
| -0.0034059455471068013, | |
| 0.0033299506765612956, | |
| 0.0032894430070755233, | |
| 0.003275452386697822, | |
| -0.00324527260008472, | |
| -0.003238786467919416, | |
| -0.003230178221731286, | |
| -0.0032201930005934243, | |
| -0.0032083473905468876, | |
| 0.0031774439856003477, | |
| 0.0031551885489877955, | |
| -0.003136690814512206, | |
| -0.0030908259090519645, | |
| 0.003080001272575317, | |
| 0.003030102959506057, | |
| -0.003019559664248223, | |
| -0.002994429425066186, | |
| -0.0029905848644923624, | |
| 0.0029580562707428506, | |
| 0.0029201090778575335, | |
| -0.0028784615646334703, | |
| 0.0028576512844550534, | |
| 0.0028455870052485465, | |
| -0.0028301300552566913, | |
| 0.0027584255342611858, | |
| -0.0027450577256759013, | |
| 0.002695831954548341, | |
| -0.002680720039671261, | |
| 0.0026146807722712798, | |
| 0.0025682146062889094, | |
| -0.0025452937502389466, | |
| -0.0025075667691219976, | |
| -0.0025073750466213323, | |
| 0.0025023334976316666, | |
| 0.0024797064868336033, | |
| -0.002461438406825054, | |
| -0.002436508032811659, | |
| 0.0024109162510995035, | |
| -0.002402612832980716, | |
| -0.0023952912504422888, | |
| -0.002393421593983199, | |
| 0.002388200775735185, | |
| 0.0023220410535029147, | |
| 0.0023131660029913886, | |
| 0.0022234893164164347, | |
| 0.0021850145670441437, | |
| -0.0021512935588343524, | |
| 0.0021463791392180424, | |
| -0.0021437190923075415, | |
| 0.0020316168303291635, | |
| 0.0019974894174465303, | |
| 0.001963690330431272, | |
| -0.0019538902947785017, | |
| 0.0019368884277492283, | |
| 0.0019251476047275043, | |
| 0.0019190990685038832, | |
| 0.001912835312441147, | |
| -0.0018632474122323565, | |
| 0.0018016853826422557, | |
| 0.0017819343276234245, | |
| 0.0017726386393636813, | |
| 0.0017447301284840785, | |
| 0.0017135819750802779, | |
| 0.0017084559720065987, | |
| 0.0017017656251608834, | |
| -0.0016641031969703698, | |
| 0.0016114080356367914, | |
| -0.0015871797031238963, | |
| -0.0015818346971544215, | |
| 0.0015704111678714896, | |
| 0.0015660439164130898, | |
| 0.0015080432597249316, | |
| -0.0014881107181771067, | |
| 0.0014863339278079772, | |
| -0.0014731820467701769, | |
| -0.0014724581678013506, | |
| 0.0014628492658552328, | |
| -0.0014481794265119637, | |
| 0.0014429358614573575, | |
| 0.0014317489175701137, | |
| 0.0014127135993631192, | |
| 0.0014033899455307738, | |
| 0.0013942092070383216, | |
| 0.0013932098682885282, | |
| 0.0013788716429009998, | |
| 0.0013729274912188155, | |
| 0.0013335107073752048, | |
| 0.0013273113620563077, | |
| 0.001325747616978311, | |
| 0.0012851517806264684, | |
| 0.0012665512646347485, | |
| 0.0012434000466956111, | |
| 0.0012113158969384575, | |
| 0.0011650667030767877, | |
| 0.0011547858324934101, | |
| -0.0011314298387088203, | |
| 0.00111905885357315, | |
| -0.001113197998619179, | |
| -0.0010869809614853022, | |
| 0.00108617178880047, | |
| -0.0010783267472879799, | |
| 0.001075231200146534, | |
| 0.0010731982833492807, | |
| 0.0010595595237567436, | |
| 0.0010399484461233136, | |
| -0.0010337041266505875, | |
| -0.0010012541067799569, | |
| 0.0009873269821838123, | |
| 0.0009711684260608795, | |
| 0.0009700825280787782, | |
| 0.0009403593398249034, | |
| 0.0009088851995133527, | |
| -0.0009086132997203532, | |
| 0.0008964275742190549, | |
| -0.0008830498746658701, | |
| 0.0008458840559956008, | |
| 0.0008305599057395316, | |
| 0.0008299844646247203, | |
| -0.0008177542742878635, | |
| 0.0008120493451913501, | |
| -0.000795053655869596, | |
| -0.0007878333818401126, | |
| 0.0007868920574407431, | |
| 0.0007620530291064613, | |
| 0.000760884219468774, | |
| -0.0007474807979953544, | |
| 0.0007438365865422215, | |
| 0.0007328672360879604, | |
| 0.0007293380109243262, | |
| -0.0007143161956414894, | |
| 0.0007121138320550292, | |
| 0.0007072277267556847, | |
| -0.0007039721390218051, | |
| 0.0007003671505497296, | |
| 0.0006744299829518185, | |
| 0.0006724787685416843, | |
| 0.0006252930253578833, | |
| -0.0006219209470173954, | |
| -0.0006099034975888245, | |
| -0.0006056057067324785, | |
| 0.0006048080339961696, | |
| -0.0006027691057230978, | |
| 0.0005947586343748413, | |
| 0.0005857396565588588, | |
| 0.0005842424662572894, | |
| 0.000576909491087337, | |
| 0.0005568343863440806, | |
| -0.0005380153515858771, | |
| 0.0005320476189409097, | |
| 0.0005269711130702354, | |
| 0.000526679113841663, | |
| -0.0005163364185590922, | |
| 0.0005047524919058639, | |
| 0.0004986494721142899, | |
| -0.0004890113163847521, | |
| 0.0004805874348510496, | |
| 0.00046362927666109243, | |
| -0.00045149017242551216, | |
| 0.00044335777571899275, | |
| -0.0004371059573478214, | |
| 0.00043525049434133396, | |
| 0.0004323278322179787, | |
| 0.00043170114918975776, | |
| 0.00042917636268224526, | |
| 0.00041239576329165766, | |
| -0.0004123471413680363, | |
| 0.00039996563625502757, | |
| -0.00039893325954396637, | |
| 0.000394177720964494, | |
| 0.000392619736904693, | |
| -0.00038628725332749074, | |
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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": 0.6510634926202542, | |
| "recall": 3.188405797101449, | |
| "f1": 1.0811202658742398, | |
| "jaccard": 0.5458556088404886 | |
| } | |
| } | |
| } |