| { | |
| "significant_genes": { | |
| "Variable": [ | |
| "ABCC9", | |
| "ABCA8", | |
| "DRGX", | |
| "ABHD11", | |
| "IFNA17", | |
| "ADAMDEC1", | |
| "ABCA7", | |
| "BCL2L11", | |
| "ABRACL", | |
| "ABCC8", | |
| "CFH", | |
| "ABCC1", | |
| "AASS", | |
| "OR2L8", | |
| "PEG3-AS1", | |
| "ADAM29", | |
| "CRISP2", | |
| "ABCB1", | |
| "ACACA", | |
| "KIR3DL3", | |
| "ETV1", | |
| "ADRB3", | |
| "ABCA9", | |
| "FBP2", | |
| "METTL21C", | |
| "ACTA2", | |
| "LINC00293", | |
| "AMZ1", | |
| "CD28", | |
| "ABCA12", | |
| "CSMD3", | |
| "ARL5C", | |
| "C20orf141", | |
| "LRTM1", | |
| "KIR2DL3", | |
| "COL26A1", | |
| "ECEL1", | |
| "ATP6V0E2", | |
| "LINC00028", | |
| "ADAMTS5", | |
| "C1orf141", | |
| "ABCD2", | |
| "CHRNA4", | |
| "DYNLT5", | |
| "TSC22D3", | |
| "CFC1B", | |
| "ABCA6", | |
| "RGSL1", | |
| "CSN2", | |
| "GJA5", | |
| "CALCR", | |
| "VN1R1", | |
| "KRTAP4-7", | |
| "DPEP1", | |
| "CLEC4F", | |
| "DAW1", | |
| "LOC344967", | |
| "ARHGEF26", | |
| "ABCB6", | |
| "KCTD4", | |
| "CLEC4M", | |
| "ST8SIA3", | |
| "SPOCK2", | |
| "FN3KRP", | |
| "NHLH2", | |
| "CADPS", | |
| "ANLN", | |
| "CCDC71", | |
| "AP1B1", | |
| "DDX11", | |
| "CEACAM20", | |
| "ELOA2", | |
| "SLC14A1", | |
| "MDS2", | |
| "C11orf87", | |
| "VWC2L", | |
| "OR2M1P", | |
| "CAMK1G", | |
| "SEC1P", | |
| "CST2", | |
| "NMUR2", | |
| "SLC6A4", | |
| "DLEU2", | |
| "ACTMAP", | |
| "ACYP1", | |
| "FAM138F", | |
| "C17orf58", | |
| "IL1RL1", | |
| "DCP2", | |
| "DHH", | |
| "ALDH4A1", | |
| "TRPC5", | |
| "RXFP2", | |
| "ABL1", | |
| "CDC25C", | |
| "ENTHD1", | |
| "GPX5", | |
| "ASB18", | |
| "AREL1", | |
| "CD300LD", | |
| "CRYBA1", | |
| "NINJ1", | |
| "ABCA10", | |
| "SNORA32", | |
| "JAG2", | |
| "C1orf94", | |
| "OR4E2", | |
| "SLC38A6", | |
| "CDH2", | |
| "ONECUT2", | |
| "ATP6V1D", | |
| "AKNAD1", | |
| "ZIC4", | |
| "TBX15", | |
| "AUNIP", | |
| "AP3M2", | |
| "CEP250", | |
| "NPAP1", | |
| "TRNP1", | |
| "MEOX2", | |
| "SV2C", | |
| "GKN1", | |
| "CFHR3", | |
| "CHRND", | |
| "TAAR1", | |
| "XIRP2", | |
| "PLA2G2A", | |
| "AHCY", | |
| "SNORA20", | |
| "LHX9", | |
| "STYX", | |
| "PRAME", | |
| "CCDC150", | |
| "FOXA1", | |
| "SCARNA15", | |
| "ADAMTSL1", | |
| "OLIG1", | |
| "OR2A25", | |
| "LINC00301", | |
| "DNAH8", | |
| "PRKD1", | |
| "ABI3BP", | |
| "UTP3", | |
| "MMP23A", | |
| "GAP43", | |
| "TNMD", | |
| "DKK2", | |
| "OR3A3", | |
| "CEACAM5", | |
| "SRGAP2", | |
| "ADM2", | |
| "RWDD2B", | |
| "ACTR3B", | |
| "MUC15", | |
| "PGA3", | |
| "CEACAM4", | |
| "MATN3", | |
| "ABRAXAS1", | |
| "ADRA1D", | |
| "C20orf203", | |
| "GNGT1", | |
| "CFHR2", | |
| "ESR2", | |
| "VSIG1", | |
| "DDIT4", | |
| "MAGEB16", | |
| "RYR2", | |
| "CAB39L", | |
| "CDC42EP4", | |
| "RNF31", | |
| "PCDHA1", | |
| "GDF6", | |
| "TMEM30B", | |
| "AMER2", | |
| "CFHR1", | |
| "LOC100131496", | |
| "A4GNT", | |
| "SFRP1", | |
| "DCAF11", | |
| "IL12B", | |
| "ADIPOQ", | |
| "NIN", | |
| "CEP89", | |
| "DKFZp434L192", | |
| "DIRC1", | |
| "ABCF3", | |
| "RND1", | |
| "DPP10", | |
| "LDHAL6B", | |
| "SLC6A8", | |
| "C22orf42", | |
| "SPMIP10", | |
| "SLC6A10P", | |
| "GRIK3", | |
| "FSTL4", | |
| "BRI3BP", | |
| "UGT2B15", | |
| "TMEM89", | |
| "GLTPD2", | |
| "GOLGA6B", | |
| "CMA1", | |
| "OR51T1", | |
| "TRPC2", | |
| "HEXIM1", | |
| "ALG6", | |
| "GPR137C", | |
| "CES4A", | |
| "GPR62", | |
| "SCFD2", | |
| "CEACAM7", | |
| "ASPA", | |
| "CCDC122", | |
| "CCDC88C", | |
| "ECHDC3", | |
| "PACS2", | |
| "TMEM81", | |
| "ADGRV1", | |
| "BORA", | |
| "ACOX1", | |
| "ACTG2", | |
| "SYCP3", | |
| "DENR", | |
| "TAS2R50", | |
| "FSTL5", | |
| "INE2", | |
| "OR4F6", | |
| "H3C10", | |
| "ASNSD1", | |
| "TAS2R13", | |
| "COLEC10", | |
| "ATP6V0A4", | |
| "DNASE2B", | |
| "EN1", | |
| "FUT1", | |
| "SPATA31G1", | |
| "HLA-G", | |
| "TCF21", | |
| "NLRP14", | |
| "AQP8", | |
| "SNHG11", | |
| "SULF1", | |
| "IL15RA", | |
| "LIPE", | |
| "PMCH", | |
| "NPY1R", | |
| "CCDC134", | |
| "KRTAP5-6", | |
| "ASF1B", | |
| "KCTD6", | |
| "TAS2R40", | |
| "ARHGEF39", | |
| "CPN2", | |
| "OPALIN", | |
| "ODAPH", | |
| "TMEM80", | |
| "UPF1", | |
| "AZIN1", | |
| "ABHD14B", | |
| "MUC6", | |
| "ABCF2", | |
| "LRRN3", | |
| "DEFA6", | |
| "CA11", | |
| "GMIP", | |
| "AFG1L", | |
| "NLK", | |
| "DMRTC1", | |
| "FLVCR1", | |
| "C1RL", | |
| "CDH15", | |
| "FAM221B", | |
| "FKBP3", | |
| "ARK2C", | |
| "PAGE4", | |
| "ACTN3", | |
| "LHX2", | |
| "IER2", | |
| "CYP19A1", | |
| "C20orf202", | |
| "AGRP", | |
| "ACTL9", | |
| "LUZP4", | |
| "FAS", | |
| "AHI1-DT", | |
| "MRFAP1", | |
| "CDC6", | |
| "ALPK3", | |
| "GPR61", | |
| "CEACAM6", | |
| "MCEMP1", | |
| "PLIN5", | |
| "SPINT3", | |
| "BORCS5", | |
| "NPFFR2", | |
| "KCNK15", | |
| "CLCN1", | |
| "AGRN", | |
| "ARL14EP", | |
| "APOBEC3G", | |
| "CYP27A1", | |
| "SLC52A3", | |
| "CAMKMT", | |
| "ALG2", | |
| "ARMC6", | |
| "OR5K2", | |
| "EXOC7", | |
| "H2BC9", | |
| "NAA80", | |
| "APOC1P1", | |
| "ZNF518B", | |
| "KIR3DL1", | |
| "SPMAP1", | |
| "DCP1B", | |
| "SLC38A11", | |
| "CALM1", | |
| "FKBP1AP1", | |
| "OR51A7", | |
| "ADAMTSL4", | |
| "CPA5", | |
| "ANXA5", | |
| "LRRC20", | |
| "SORCS2", | |
| "ZNF320", | |
| "LYZL1", | |
| "POU2AF2", | |
| "OTX1", | |
| "RPL21P44", | |
| "PRKACG", | |
| "IGSF11", | |
| "BPHL", | |
| "ANP32CP", | |
| "AKNA", | |
| "FIBCD1", | |
| "C1orf53", | |
| "SLC28A3", | |
| "ACOT8", | |
| "ALAS2", | |
| "NANP", | |
| "CLEC18A", | |
| "CPSF4L", | |
| "C17orf107", | |
| "GARIN4", | |
| "OR11L1", | |
| "LIN28A", | |
| "TIFA", | |
| "ANP32A", | |
| "HSD3B2", | |
| "OR13C9", | |
| "SULT1B1", | |
| "SLC22A10", | |
| "DEFB106A", | |
| "HLA-DOB", | |
| "GCNT7", | |
| "AFG3L2", | |
| "FOXF2", | |
| "MUC16", | |
| "ACSL5", | |
| "CRNN", | |
| "CCND1", | |
| "AGO2", | |
| "FAM117B", | |
| "KLRC2", | |
| "GPR158", | |
| "SLC12A3", | |
| "ARHGAP39", | |
| "POLR1F", | |
| "ST7-OT4", | |
| "LGALS9B", | |
| "ATN1", | |
| "DEFB104A", | |
| "APEX2", | |
| "ACSM2A", | |
| "ACOT7", | |
| "CUX1", | |
| "DISC2", | |
| "POU4F1", | |
| "OR52K2", | |
| "CIDEC", | |
| "B3GNT4", | |
| "BTN3A3", | |
| "CHP2", | |
| "GPHB5", | |
| "GARIN6", | |
| "RTL4", | |
| "CTNNA3", | |
| "OR5M1", | |
| "ARID3A", | |
| "KRTAP4-5", | |
| "CHRNB1", | |
| "OR8H3", | |
| "CCDC54", | |
| "AGMAT", | |
| "DPH3", | |
| "NIPAL2", | |
| "ADCK5", | |
| "KRTAP5-7", | |
| "IQCF3", | |
| "BPIFB6", | |
| "PRSS37", | |
| "NFKB1", | |
| "ADGRE1", | |
| "PLCG1", | |
| "OR8J3" | |
| ], | |
| "Coefficient": [ | |
| -0.04399478844701658, | |
| -0.03456223165130017, | |
| -0.024470641438658004, | |
| 0.024334029273887572, | |
| 0.024086036534265012, | |
| 0.02148872120661657, | |
| 0.017637727343746405, | |
| 0.01663832984573891, | |
| 0.016635299359204866, | |
| -0.01631545442640363, | |
| 0.01591596996913024, | |
| 0.015606753373262904, | |
| -0.015056918218613097, | |
| -0.0148080521932902, | |
| 0.013985581477236716, | |
| -0.012988831234963593, | |
| -0.012067035003093094, | |
| -0.011482469097560838, | |
| 0.011293398312390832, | |
| -0.011028779670762734, | |
| 0.01028320632023748, | |
| -0.010027097085987412, | |
| -0.009800815730037937, | |
| 0.009421687258130267, | |
| -0.009288925147583746, | |
| -0.009106688431497827, | |
| 0.008945945263040395, | |
| -0.008871258667593614, | |
| 0.00879448937176403, | |
| 0.00848999161807012, | |
| 0.008455102534843596, | |
| -0.008167861648289452, | |
| -0.008128820517429738, | |
| 0.008004155719128738, | |
| -0.007891756421600442, | |
| 0.007792880609959595, | |
| 0.007523572645524447, | |
| 0.007432867559471928, | |
| -0.007326470070781627, | |
| -0.007274453434557464, | |
| -0.007256274696110729, | |
| -0.007212504116251281, | |
| -0.007005928366903297, | |
| -0.006985611931088907, | |
| 0.006969980972933308, | |
| -0.006895141225120918, | |
| -0.0068058124009477096, | |
| 0.006502801824988732, | |
| 0.006484782662977688, | |
| 0.0064772556111748515, | |
| 0.006247321445370387, | |
| 0.005750738668107446, | |
| -0.005674114798513021, | |
| 0.005627356579237186, | |
| 0.005619970050725068, | |
| -0.0054318982611617885, | |
| 0.005409299062605481, | |
| -0.005337839505534344, | |
| 0.00510000202767031, | |
| 0.005030913375761177, | |
| -0.005017925910228622, | |
| 0.004912872682080195, | |
| 0.004881405801432532, | |
| -0.004834372529377878, | |
| 0.0046851847794364895, | |
| 0.004617185115766032, | |
| 0.004496287537915952, | |
| -0.004394721182980965, | |
| 0.004394616259677157, | |
| 0.004299198952229839, | |
| 0.004263220933742832, | |
| 0.004251185873433201, | |
| 0.00419971560886434, | |
| 0.004198654486578876, | |
| 0.004173688743458085, | |
| 0.004161826401653968, | |
| 0.004157562921676287, | |
| 0.004154160763418404, | |
| -0.004084953337098956, | |
| 0.00406733931037138, | |
| 0.0038894123903739555, | |
| -0.003886355102389511, | |
| 0.0038851580495351083, | |
| 0.003715939296843084, | |
| 0.0037015369080285222, | |
| -0.0036723673430906416, | |
| -0.003671486682228242, | |
| 0.0035981180223936013, | |
| 0.0035840226676922596, | |
| 0.003576907275752305, | |
| 0.0033977425238443395, | |
| 0.0033731623918220877, | |
| 0.003358882336764916, | |
| -0.0033535227526672786, | |
| 0.003295095750362801, | |
| 0.003279641761028335, | |
| 0.0032089705719893437, | |
| 0.003200880275290377, | |
| 0.0031261583979894387, | |
| 0.00310916328289862, | |
| 0.0031045635158604822, | |
| -0.003062655974657291, | |
| -0.0030337029067593535, | |
| -0.0030273113900399647, | |
| 0.0029723631485815147, | |
| 0.002890307998440101, | |
| 0.0028724050183627473, | |
| 0.0028002121655000553, | |
| 0.0027768720809131634, | |
| 0.0027043273790802133, | |
| 0.002664590142148756, | |
| -0.0026415728928883752, | |
| 0.0026411166737708015, | |
| 0.002615698594071197, | |
| 0.002605424345221193, | |
| 0.0025440072454165994, | |
| 0.00253168568999555, | |
| -0.0024529331672349672, | |
| 0.00240505079371472, | |
| 0.002393678630982896, | |
| 0.00236739642025481, | |
| 0.0023219548334386304, | |
| 0.0023183939944105432, | |
| 0.0022950817647057883, | |
| -0.002274699238129904, | |
| 0.0022468679358542136, | |
| -0.002245223362584964, | |
| 0.002218114873763956, | |
| -0.0022128618705067092, | |
| 0.0022101733901864033, | |
| 0.002196447136939877, | |
| 0.002180518659845134, | |
| 0.002178491309163633, | |
| 0.002154595010964473, | |
| 0.0021536345764458288, | |
| -0.0021464036330412343, | |
| 0.0021305750350727706, | |
| -0.002127146808990992, | |
| 0.0021247470974256628, | |
| 0.002115169095783034, | |
| 0.0021143451829431447, | |
| -0.0021041255734555496, | |
| -0.0021040234905423697, | |
| 0.00209045952111096, | |
| 0.002070533802380428, | |
| 0.0020608548616379025, | |
| 0.0020490035378734925, | |
| -0.0019044267590965745, | |
| 0.0018947277921105312, | |
| 0.0018895645510448873, | |
| 0.001833547832301577, | |
| -0.0017981896754698694, | |
| 0.0017748120131296716, | |
| -0.0017648474074530595, | |
| -0.0017566581551247682, | |
| 0.001735426258061927, | |
| 0.0016934646694048295, | |
| -0.0016934073057835444, | |
| -0.001684532046580138, | |
| -0.0016508111893750162, | |
| 0.0016472101319103555, | |
| 0.0016444226172405252, | |
| 0.0016397905838998314, | |
| 0.0016190327282993417, | |
| 0.001609616487149369, | |
| 0.0016036776871770802, | |
| 0.0015752180620110755, | |
| -0.0015709430109329767, | |
| -0.0015692018007897664, | |
| 0.001566579248966538, | |
| 0.0015650311718403392, | |
| 0.0015121775735040216, | |
| -0.0014888150134055036, | |
| -0.001452129898138839, | |
| 0.001424609327078497, | |
| -0.001377712087437014, | |
| 0.0013688839783661515, | |
| 0.0013612559210139888, | |
| 0.0013018336694569004, | |
| 0.0013012972591443172, | |
| -0.0012935043134985017, | |
| 0.00128208153156468, | |
| 0.001279161084714802, | |
| -0.001260843421144146, | |
| 0.001218975180937519, | |
| 0.0012048225782888473, | |
| -0.0012019638154406591, | |
| 0.0011878794590801077, | |
| -0.0011811253006291586, | |
| 0.0011600615336894659, | |
| 0.0011561164066202605, | |
| -0.0011421598315477792, | |
| 0.0011409307575948832, | |
| 0.0011273886127069737, | |
| 0.001119286919662781, | |
| 0.0011147799176684085, | |
| 0.0010935684944595357, | |
| 0.001091955208165322, | |
| -0.001062136025470394, | |
| -0.0010018933790739359, | |
| -0.0009937477596304828, | |
| 0.0009931211563320131, | |
| 0.000990755298515598, | |
| -0.0009741636537188761, | |
| 0.0009689091781080268, | |
| 0.0009642297926300907, | |
| -0.0009566136261286768, | |
| -0.0009424493359962053, | |
| -0.0009379737458659413, | |
| 0.000933439700823182, | |
| -0.0009236468463176034, | |
| -0.0009178852294336353, | |
| 0.0009064556551495248, | |
| -0.0009000035716788238, | |
| 0.0008987563961419374, | |
| 0.0008934235991184777, | |
| 0.0008920787634896186, | |
| 0.0008830293909058281, | |
| 0.0008732864028465133, | |
| -0.0008701678128523268, | |
| -0.0008655643173262349, | |
| 0.0008625574137421333, | |
| -0.0008471555194565707, | |
| 0.0008288101954985402, | |
| -0.0008228514183033005, | |
| -0.0008212644813615027, | |
| 0.0007617566782298589, | |
| -0.0007587965369533709, | |
| 0.0007469316851088198, | |
| 0.0007468954866012339, | |
| 0.0007452950143427118, | |
| 0.0007382963075337558, | |
| 0.0007283036889434768, | |
| -0.0007190955388824111, | |
| -0.0007190025113067306, | |
| -0.0007095000376099985, | |
| 0.0007062437155324777, | |
| -0.0006931170291364422, | |
| -0.0006812602202509499, | |
| 0.0006392958988128733, | |
| 0.0006373660415968061, | |
| -0.000631696295479215, | |
| -0.0006283628290720223, | |
| 0.0006274161112786182, | |
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| 3.823978745530469e-08, | |
| 1.726093010922196e-20 | |
| ], | |
| "Absolute Coefficient": [ | |
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| ] | |
| }, | |
| "cv_performance": { | |
| "prediction": { | |
| "accuracy": 100.0, | |
| "precision": 100.0, | |
| "recall": 100.0, | |
| "f1": 100.0 | |
| }, | |
| "selection": { | |
| "precision": 0.5228581098841977, | |
| "recall": 2.608695652173913, | |
| "f1": 0.8710935676311321, | |
| "jaccard": 0.4377914549539962 | |
| } | |
| } | |
| } |