| { | |
| "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": [ | |
| -0.04222453490126355, | |
| -0.02456614204184579, | |
| 0.023623098439624055, | |
| 0.022857508438450476, | |
| 0.022485658483138767, | |
| -0.02141284709405084, | |
| -0.020429427960981975, | |
| 0.017961946606632882, | |
| 0.017366017725182897, | |
| -0.016638504389767696, | |
| 0.016551070643133957, | |
| 0.015343262084937017, | |
| -0.014186192514226476, | |
| 0.014109265160843522, | |
| 0.013949648113645984, | |
| -0.013621758480139341, | |
| -0.013429580066787277, | |
| -0.013246504622016814, | |
| -0.013185108582648347, | |
| 0.013044161755570115, | |
| -0.012664241202434206, | |
| 0.012412162831455529, | |
| -0.01234670366945493, | |
| -0.011660018103697338, | |
| 0.011136449585595948, | |
| -0.010868894489857627, | |
| 0.01084390988823786, | |
| -0.009688857279826147, | |
| -0.009505663617922402, | |
| 0.009188289595775745, | |
| 0.009166827751531064, | |
| -0.009165772370350394, | |
| -0.009086054317470442, | |
| 0.009067030412056113, | |
| 0.008780157046260686, | |
| -0.008451933593608872, | |
| 0.008445416601877495, | |
| 0.008362798165863243, | |
| -0.008216286321499667, | |
| 0.008112260364218476, | |
| 0.008049004876954471, | |
| 0.008043418971364121, | |
| 0.007989740513318386, | |
| 0.00789763821360489, | |
| -0.007865196444744645, | |
| -0.007689081686264527, | |
| 0.0072162209153160866, | |
| -0.007137986679945364, | |
| -0.006720754997297246, | |
| -0.0065796121280668005, | |
| 0.006551458022472, | |
| 0.006410562091524865, | |
| -0.0061198352547537326, | |
| -0.006008920572255348, | |
| 0.0058615987973799225, | |
| -0.005754857952865179, | |
| 0.0057009095908865295, | |
| -0.005659875778063404, | |
| 0.005487590165671391, | |
| 0.005433570149884711, | |
| 0.005350272980859583, | |
| 0.005312189807239552, | |
| 0.005222895689979584, | |
| 0.00513542138007587, | |
| -0.0049193468613273296, | |
| -0.004889346895180789, | |
| -0.004878746170951612, | |
| 0.004868315109028514, | |
| 0.0047348011394893275, | |
| 0.004386279464245087, | |
| 0.004363891986749577, | |
| 0.0043237719825228406, | |
| 0.004313393699996036, | |
| -0.004272877699772157, | |
| 0.004268827418435638, | |
| -0.0042291316476985455, | |
| 0.004180075558788608, | |
| -0.00417734618861405, | |
| 0.004100697841248717, | |
| 0.003982483678774508, | |
| 0.003964263333998172, | |
| 0.0038977624250675818, | |
| 0.0038039155315399338, | |
| 0.0037990089512095894, | |
| -0.0037819936142956035, | |
| 0.003642755533327212, | |
| 0.0036422518706489514, | |
| 0.0036180892733832823, | |
| -0.0035682590490680247, | |
| 0.003426572130321806, | |
| -0.003405945547106462, | |
| 0.003329950676562004, | |
| 0.0032894430070745484, | |
| 0.0032754523866976664, | |
| -0.0032452726000843915, | |
| -0.0032387864679198236, | |
| -0.003230178221730777, | |
| -0.003220193000594081, | |
| -0.0032083473905470893, | |
| 0.003177443985601981, | |
| 0.003155188548987009, | |
| -0.0031366908145118717, | |
| -0.003090825909052314, | |
| 0.003080001272574949, | |
| 0.0030301029595065764, | |
| -0.0030195596642495215, | |
| -0.002994429425066821, | |
| -0.002990584864493757, | |
| 0.0029580562707442666, | |
| 0.0029201090778582187, | |
| -0.002878461564633466, | |
| 0.002857651284454967, | |
| 0.002845587005249375, | |
| -0.0028301300552568023, | |
| 0.002758425534260863, | |
| -0.0027450577256755214, | |
| 0.0026958319545472946, | |
| -0.0026807200396718987, | |
| 0.0026146807722699558, | |
| 0.0025682146062886825, | |
| -0.0025452937502384583, | |
| -0.002507566769122218, | |
| -0.002507375046621196, | |
| 0.0025023334976310703, | |
| 0.0024797064868333557, | |
| -0.00246143840682469, | |
| -0.0024365080328113318, | |
| 0.0024109162510989974, | |
| -0.0024026128329814015, | |
| -0.002395291250441697, | |
| -0.002393421593983257, | |
| 0.0023882007757354265, | |
| 0.0023220410535036698, | |
| 0.0023131660029905346, | |
| 0.002223489316416364, | |
| 0.002185014567043918, | |
| -0.002151293558833973, | |
| 0.0021463791392183538, | |
| -0.002143719092307806, | |
| 0.0020316168303285494, | |
| 0.001997489417446391, | |
| 0.0019636903304312697, | |
| -0.0019538902947782173, | |
| 0.001936888427748105, | |
| 0.0019251476047278844, | |
| 0.0019190990685044674, | |
| 0.0019128353124413695, | |
| -0.0018632474122329775, | |
| 0.001801685382642146, | |
| 0.0017819343276236303, | |
| 0.0017726386393639854, | |
| 0.001744730128484667, | |
| 0.001713581975079814, | |
| 0.0017084559720061203, | |
| 0.0017017656251617512, | |
| -0.0016641031969701853, | |
| 0.0016114080356368602, | |
| -0.0015871797031239848, | |
| -0.0015818346971552572, | |
| 0.001570411167872475, | |
| 0.0015660439164125034, | |
| 0.0015080432597245987, | |
| -0.0014881107181776594, | |
| 0.001486333927808089, | |
| -0.0014731820467708096, | |
| -0.001472458167801111, | |
| 0.0014628492658555563, | |
| -0.0014481794265122654, | |
| 0.0014429358614568774, | |
| 0.0014317489175690937, | |
| 0.001412713599363465, | |
| 0.0014033899455297757, | |
| 0.001394209207038196, | |
| 0.001393209868288351, | |
| 0.001378871642901044, | |
| 0.0013729274912186668, | |
| 0.0013335107073751, | |
| 0.001327311362057099, | |
| 0.0013257476169788091, | |
| 0.0012851517806262472, | |
| 0.0012665512646341927, | |
| 0.0012434000466954205, | |
| 0.0012113158969382738, | |
| 0.00116506670307724, | |
| 0.001154785832493137, | |
| -0.001131429838708935, | |
| 0.001119058853571757, | |
| -0.00111319799861923, | |
| -0.0010869809614851885, | |
| 0.0010861717888004515, | |
| -0.0010783267472879038, | |
| 0.0010752312001477084, | |
| 0.0010731982833491363, | |
| 0.0010595595237568635, | |
| 0.001039948446123502, | |
| -0.0010337041266506419, | |
| -0.0010012541067798831, | |
| 0.0009873269821836278, | |
| 0.0009711684260609147, | |
| 0.0009700825280784734, | |
| 0.0009403593398245921, | |
| 0.0009088851995127409, | |
| -0.0009086132997199322, | |
| 0.0008964275742193996, | |
| -0.0008830498746657577, | |
| 0.0008458840559950739, | |
| 0.0008305599057388212, | |
| 0.000829984464625012, | |
| -0.0008177542742881793, | |
| 0.0008120493451910312, | |
| -0.0007950536558698952, | |
| -0.0007878333818403391, | |
| 0.0007868920574406591, | |
| 0.0007620530291064112, | |
| 0.000760884219468816, | |
| -0.0007474807979951526, | |
| 0.0007438365865429012, | |
| 0.0007328672360887474, | |
| 0.0007293380109245519, | |
| -0.0007143161956414208, | |
| 0.00071211383205459, | |
| 0.0007072277267557184, | |
| -0.0007039721390219501, | |
| 0.000700367150549657, | |
| 0.0006744299829522781, | |
| 0.0006724787685416468, | |
| 0.000625293025358347, | |
| -0.0006219209470173852, | |
| -0.0006099034975888851, | |
| -0.0006056057067319249, | |
| 0.0006048080339965421, | |
| -0.0006027691057233552, | |
| 0.0005947586343746629, | |
| 0.0005857396565581374, | |
| 0.0005842424662569341, | |
| 0.0005769094910875317, | |
| 0.0005568343863445243, | |
| -0.0005380153515858761, | |
| 0.000532047618941633, | |
| 0.0005269711130704373, | |
| 0.0005266791138421203, | |
| -0.0005163364185593707, | |
| 0.000504752491905733, | |
| 0.0004986494721146024, | |
| -0.0004890113163847297, | |
| 0.00048058743485198226, | |
| 0.00046362927666137, | |
| -0.0004514901724252544, | |
| 0.0004433577757192038, | |
| -0.00043710595734724913, | |
| 0.000435250494341576, | |
| 0.000432327832218144, | |
| 0.0004317011491889021, | |
| 0.00042917636268243484, | |
| 0.0004123957632918692, | |
| -0.00041234714136773965, | |
| 0.00039996563625570075, | |
| -0.0003989332595434067, | |
| 0.0003941777209646386, | |
| 0.0003926197369045445, | |
| -0.0003862872533284114, | |
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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": 0.5991364837868705, | |
| "recall": 2.898550724637681, | |
| "f1": 0.9927165722757423, | |
| "jaccard": 0.4996076310982448 | |
| } | |
| } | |
| } |