| { | |
| "significant_genes": { | |
| "Variable": [ | |
| "ABCC9", | |
| "ABHD11", | |
| "ABCA8", | |
| "DRGX", | |
| "ABRACL", | |
| "IFNA17", | |
| "ABCC8", | |
| "CFH", | |
| "BCL2L11", | |
| "PEG3-AS1", | |
| "ST8SIA3", | |
| "AMZ1", | |
| "AASS", | |
| "ACACA", | |
| "KIR3DL3", | |
| "CRISP2", | |
| "ADAMDEC1", | |
| "ABCA10", | |
| "IFNA16", | |
| "ADAMTS5", | |
| "COL26A1", | |
| "KIR2DL3", | |
| "FBP2", | |
| "CALCR", | |
| "ABCC1", | |
| "CSMD3", | |
| "OR2L8", | |
| "ABCA9", | |
| "LRTM1", | |
| "ABCA7", | |
| "CLEC4M", | |
| "OR2M1P", | |
| "CD28", | |
| "ASB18", | |
| "ABCB1", | |
| "ADRB3", | |
| "C1orf94", | |
| "EN1", | |
| "GKN1", | |
| "CAMK1G", | |
| "C20orf141", | |
| "SPOCK1", | |
| "ACTA2", | |
| "CST2", | |
| "GAP43", | |
| "C17orf58", | |
| "VWC2L", | |
| "CEACAM4", | |
| "NOBOX", | |
| "FN3KRP", | |
| "ANLN", | |
| "ADAM29", | |
| "AP2A1", | |
| "GPX5", | |
| "METTL21C", | |
| "DNAH8", | |
| "ABCA6", | |
| "PRSS57", | |
| "KCTD4", | |
| "RNH1", | |
| "GJA5", | |
| "ABRAXAS1", | |
| "ACOX1", | |
| "ABL1", | |
| "LINC00293", | |
| "DCP2", | |
| "ARHGEF26", | |
| "DYNLT5", | |
| "ETV1", | |
| "CHRND", | |
| "IL1RL1", | |
| "ABCB6", | |
| "AKNAD1", | |
| "VN1R1", | |
| "SYCP3", | |
| "NMUR2", | |
| "OR1K1", | |
| "C1orf141", | |
| "CEACAM5", | |
| "CRYBA1", | |
| "CEP89", | |
| "H3C10", | |
| "CEACAM20", | |
| "ADIPOQ", | |
| "BORA", | |
| "ATP6V0E2", | |
| "DPEP1", | |
| "AP1B1", | |
| "CSN2", | |
| "ECHDC3", | |
| "ABCD2", | |
| "TSC22D3", | |
| "UTP3", | |
| "LOC344967", | |
| "LHX9", | |
| "MMP23A", | |
| "APOC1P1", | |
| "FCAMR", | |
| "OR2A25", | |
| "ACTN1", | |
| "ADISSP", | |
| "ASIP", | |
| "ACTL9", | |
| "SLC12A3", | |
| "KRTAP4-3", | |
| "RUNX1-IT1", | |
| "OR4F6", | |
| "CHRNA4", | |
| "GAGE10", | |
| "CD300LD", | |
| "AQP8", | |
| "LOC100131496", | |
| "AAGAB", | |
| "CADPS", | |
| "ONECUT2", | |
| "OLIG1", | |
| "CDC42EP4", | |
| "KCNC2", | |
| "ABI2", | |
| "GOLGA6B", | |
| "CDX2", | |
| "INE2", | |
| "PNLIPRP1", | |
| "CABS1", | |
| "LINC00596", | |
| "MYH6", | |
| "JAG2", | |
| "DEFA6", | |
| "ABHD3", | |
| "OR4F17", | |
| "ACTMAP", | |
| "AZIN1", | |
| "MATN3", | |
| "C11orf87", | |
| "MUC6", | |
| "GDF6", | |
| "CFC1B", | |
| "XIRP2", | |
| "CLEC18A", | |
| "IL13", | |
| "LRIT2", | |
| "ABCG1", | |
| "FKBP3", | |
| "ABHD6", | |
| "MYBPC3", | |
| "CCDC88C", | |
| "ZIC4", | |
| "DAW1", | |
| "ACYP1", | |
| "LRRN3", | |
| "ELOA2", | |
| "CNGB3", | |
| "FOXA1", | |
| "FAM138F", | |
| "DLEU2", | |
| "CABIN1", | |
| "KIR3DL1", | |
| "KIF2B", | |
| "C20orf203", | |
| "SULF1", | |
| "ABHD12", | |
| "SPOCK2", | |
| "HCLS1", | |
| "PSMC6", | |
| "GPR137C", | |
| "AP1S3", | |
| "REC114", | |
| "EIF3D", | |
| "ACTG2", | |
| "ZNF503", | |
| "ABCA12", | |
| "ARL5C", | |
| "ADM2", | |
| "CMA1", | |
| "OR3A2", | |
| "SLC6A4", | |
| "VSIG1", | |
| "FLJ42393", | |
| "CFHR1", | |
| "ANXA5", | |
| "CFHR3", | |
| "FGF10", | |
| "CDC25C", | |
| "LIPE", | |
| "CNOT6", | |
| "ANXA6", | |
| "FOXD4L1", | |
| "CEP250", | |
| "TAS2R40", | |
| "ECEL1", | |
| "PNPLA2", | |
| "CAPNS2", | |
| "HS3ST2", | |
| "SLITRK1", | |
| "B3GNT6", | |
| "GOLGA6A", | |
| "IGFL4", | |
| "EMC4", | |
| "ARHGAP10", | |
| "OR4E2", | |
| "AMER2", | |
| "SCIN", | |
| "LINC00028", | |
| "GRIA2", | |
| "SLC9B1", | |
| "PRDM13", | |
| "AFAP1", | |
| "CUX1", | |
| "RGSL1", | |
| "TRIM71", | |
| "FAM117B", | |
| "STYX", | |
| "ACSL5", | |
| "ASB7", | |
| "FSTL5", | |
| "IKBKG", | |
| "SCFD2", | |
| "FABP9", | |
| "RASGRP1", | |
| "REXO6P", | |
| "OR5K2", | |
| "MUC15", | |
| "MPP1", | |
| "GPR61", | |
| "SFRP1", | |
| "TAS2R3", | |
| "ADGRV1", | |
| "SV2C", | |
| "LGALS9B", | |
| "BRI3BP", | |
| "HMGCS2", | |
| "DKK2", | |
| "SLC38A6", | |
| "RPL21P44", | |
| "APOA5", | |
| "FRG2C", | |
| "COL13A1", | |
| "DSC1", | |
| "NIPAL2", | |
| "SCARNA20", | |
| "CENPK", | |
| "AHCY", | |
| "KRTDAP", | |
| "ATP6V1D", | |
| "FRZB", | |
| "DND1", | |
| "DEFB106A", | |
| "LMX1B", | |
| "C19orf18", | |
| "LHX2", | |
| "MUC16", | |
| "CACNA1S", | |
| "ARHGEF38", | |
| "IER2", | |
| "ATP6V0A4", | |
| "KRTAP5-6", | |
| "HCN2", | |
| "C22orf42", | |
| "ACTN3", | |
| "SHISA9", | |
| "ALG6", | |
| "RNF175", | |
| "FUT8", | |
| "ASPA", | |
| "OR10J1", | |
| "APOBEC3G", | |
| "LINC00301", | |
| "MYH13", | |
| "DPP10", | |
| "LALBA", | |
| "ASF1B", | |
| "CHKA", | |
| "B3GNT4", | |
| "CES4A", | |
| "ZNF605", | |
| "CHRM2", | |
| "PCDHA1", | |
| "AREL1", | |
| "ALPK3", | |
| "NANOS1", | |
| "OR51A7", | |
| "FBH1", | |
| "IFNA1", | |
| "OR4D6", | |
| "MRPL42P5", | |
| "DENR", | |
| "C22orf31", | |
| "CDC6", | |
| "SEC1P", | |
| "ARHGAP39", | |
| "BFSP2", | |
| "ALDH4A1", | |
| "HLA-G", | |
| "TMEM196", | |
| "TNP2", | |
| "GARIN4", | |
| "OR52K1", | |
| "ANKRD34B", | |
| "GRM3", | |
| "ACER1", | |
| "ATP1A3", | |
| "POU4F2", | |
| "MAGEB16", | |
| "AHI1-DT", | |
| "TAAR1", | |
| "NPY1R", | |
| "ABHD17C", | |
| "ANKRD34A", | |
| "SNX6", | |
| "DNAJB8", | |
| "ARID5A", | |
| "ARHGDIG", | |
| "SESN3", | |
| "PIP5KL1", | |
| "MGAM", | |
| "DCP1B", | |
| "CCDC54", | |
| "FAM221B", | |
| "AIMP1", | |
| "DMRTA2", | |
| "ABLIM1", | |
| "ENTHD1", | |
| "SLC6A10P", | |
| "PAQR9", | |
| "CPN2", | |
| "NPFFR2", | |
| "FOXF2", | |
| "GOLGA8EP", | |
| "PFKFB1", | |
| "SNORA78", | |
| "OR51T1", | |
| "ARID3B", | |
| "ANTXR1", | |
| "SPAST", | |
| "SPINT3", | |
| "ARPC5L", | |
| "ABO", | |
| "ARHGEF39", | |
| "CACNB2", | |
| "PITHD1", | |
| "RWDD2B", | |
| "KIR2DS4", | |
| "KCNJ1", | |
| "SULT1B1", | |
| "ATN1", | |
| "FIBCD1", | |
| "LINC00685", | |
| "ABCF3", | |
| "CLEC4F", | |
| "ALDH1B1", | |
| "PCDHA8", | |
| "HLA-DOB", | |
| "POLR1F", | |
| "FLJ30679", | |
| "DDIT4", | |
| "CELA3B", | |
| "HUS1B", | |
| "TMEM39B", | |
| "CAB39L", | |
| "DEFB104A", | |
| "TCF21", | |
| "DDI1", | |
| "VAX2", | |
| "KLHL10", | |
| "PRAME", | |
| "CYSRT1", | |
| "COQ5", | |
| "AGO2", | |
| "TNFRSF10C", | |
| "L2HGDH", | |
| "MCEMP1", | |
| "TMEM89", | |
| "DDX4", | |
| "PPP1R3D", | |
| "ARL14EP", | |
| "ADAMTS12", | |
| "SLIT1", | |
| "NOTCH3", | |
| "FERD3L", | |
| "AUNIP", | |
| "SNORA23", | |
| "LHX4", | |
| "MDS2", | |
| "FAM50B", | |
| "OR51D1", | |
| "FOXD4L3", | |
| "LOC100133920", | |
| "SNORA20", | |
| "OR4F21", | |
| "AFG3L2", | |
| "LSM1", | |
| "PTPRA", | |
| "AXDND1", | |
| "C1orf53", | |
| "C17orf107", | |
| "LGALS4", | |
| "MSH4", | |
| "HBB", | |
| "CDH19", | |
| "GPAM", | |
| "ZNF671", | |
| "HINFP", | |
| "SIM2", | |
| "HS3ST5", | |
| "IZUMO1" | |
| ], | |
| "Coefficient": [ | |
| -0.040745605590296455, | |
| 0.031513253052058744, | |
| -0.02836539934658877, | |
| -0.028227972694813117, | |
| 0.022359910434805383, | |
| 0.022301205336388692, | |
| -0.021273170514162512, | |
| 0.019669806777073168, | |
| 0.01839009372469234, | |
| 0.01687505954976419, | |
| 0.014692802970738397, | |
| -0.014517075241069924, | |
| -0.013747422798750132, | |
| 0.013641777424932349, | |
| -0.01330734530401397, | |
| -0.012776950557064444, | |
| 0.012699319085116317, | |
| -0.01251561622376496, | |
| 0.012018946744636052, | |
| -0.01141230153834508, | |
| 0.010789095067176551, | |
| -0.010602268591556586, | |
| 0.010376777941411435, | |
| 0.010257428414086788, | |
| 0.010211123138601801, | |
| 0.010146523340299335, | |
| -0.00993384126618586, | |
| -0.0092061413839974, | |
| 0.008713129560773901, | |
| 0.00868393347053046, | |
| -0.0086059639223583, | |
| 0.008536598127255678, | |
| 0.008412979622650486, | |
| 0.008065270441400825, | |
| -0.00805568894658046, | |
| -0.007886288795382244, | |
| 0.007822640677330909, | |
| 0.007703288897814051, | |
| 0.0074404655098606175, | |
| 0.007240373750722854, | |
| -0.0071238992371725745, | |
| 0.006969524500449466, | |
| -0.006955393815392326, | |
| 0.0069135758503039105, | |
| 0.006746450304225394, | |
| -0.006702080765220132, | |
| 0.006555006247348249, | |
| 0.006504946817751335, | |
| 0.006442060343631987, | |
| -0.0064024904001673795, | |
| 0.006072490140590547, | |
| -0.005920660153425153, | |
| -0.005904589106715631, | |
| 0.005829007801897367, | |
| -0.005666898411027401, | |
| 0.00544135544757833, | |
| -0.005314008563989149, | |
| -0.005045898738888168, | |
| 0.005042899590361881, | |
| -0.004908990672766321, | |
| 0.004776412868031353, | |
| -0.00474219273102176, | |
| 0.004741340808530742, | |
| -0.004733048374405937, | |
| 0.0046863726828128205, | |
| 0.004480560253574726, | |
| -0.004422887979779842, | |
| -0.004422868976465999, | |
| 0.004392956481543216, | |
| 0.004385874003198065, | |
| 0.004339209198324136, | |
| 0.0042556990120409775, | |
| -0.004175836284730107, | |
| 0.0041681606001845875, | |
| -0.004155453403001395, | |
| 0.004127575221251546, | |
| -0.004019302380394284, | |
| -0.004011824948381254, | |
| 0.003962612685080998, | |
| 0.003918756398392024, | |
| 0.003699096038199633, | |
| 0.003605125676521234, | |
| 0.0035951399248579986, | |
| -0.0035946510517713896, | |
| 0.003543395231300477, | |
| 0.0034896792244234077, | |
| 0.003458584367415117, | |
| 0.0034298801577993796, | |
| 0.0034161291360312374, | |
| -0.0033947794091545988, | |
| -0.003393620409795133, | |
| 0.0033803527382943194, | |
| -0.003369191040147046, | |
| 0.003334130208843746, | |
| 0.0033012590778132254, | |
| 0.0032930777878107526, | |
| 0.003278031747399339, | |
| -0.003265907920452792, | |
| -0.0031608988598204285, | |
| -0.0030973315898108777, | |
| -0.0030656441708654275, | |
| -0.0030583345336220825, | |
| -0.0029883880739627828, | |
| 0.0029754907823912385, | |
| -0.0029596743885143286, | |
| 0.0028685876086649636, | |
| -0.002786741938415331, | |
| -0.002747689680381732, | |
| 0.0027425657236179925, | |
| 0.002679034148361626, | |
| -0.0026702471116407753, | |
| -0.00258081496386822, | |
| 0.0025517868735305065, | |
| 0.0025413689775284306, | |
| 0.002499164717861713, | |
| 0.0024968089549664307, | |
| -0.002460621206669318, | |
| 0.0024563653957407855, | |
| -0.0024557330245254102, | |
| -0.002445275243950604, | |
| 0.002422694045829617, | |
| -0.002396445676285557, | |
| 0.0023841199334804592, | |
| 0.0023597339511775756, | |
| 0.002346103928030323, | |
| 0.002312859084009283, | |
| 0.0022382300154729492, | |
| 0.0022349043726592873, | |
| 0.002219760073829674, | |
| 0.002196034422816664, | |
| 0.00218127234141316, | |
| 0.002144653959159675, | |
| 0.0021399254627239668, | |
| 0.00211667585543986, | |
| -0.0020852719940161342, | |
| 0.0020495912395024347, | |
| -0.0019525578010158638, | |
| 0.0019464349406303292, | |
| 0.0019156767588083532, | |
| 0.0018851315840098905, | |
| -0.0018683961840156513, | |
| 0.0018641446695920895, | |
| 0.0018252404682708157, | |
| -0.0018247227471350621, | |
| 0.0018222278395571374, | |
| 0.0018195580399966293, | |
| 0.001816600767723419, | |
| -0.001808658564879542, | |
| 0.0018002553439370281, | |
| 0.0017366659936210102, | |
| 0.0017238632338190923, | |
| -0.001720225533080096, | |
| 0.001706607335841206, | |
| -0.001687989901383412, | |
| 0.001687479829070264, | |
| 0.0016804140809570105, | |
| -0.0016767474444423147, | |
| 0.0016709896204715664, | |
| -0.0016686583299366793, | |
| 0.001552964298457006, | |
| 0.0015378222307680463, | |
| 0.0015303873056430137, | |
| 0.0015193575619961526, | |
| 0.0015191492203780231, | |
| 0.0015123977028992162, | |
| 0.0015087294869254545, | |
| 0.0015020944761949897, | |
| -0.0014847430497890743, | |
| -0.0014610185283139038, | |
| -0.001455860059887215, | |
| 0.00142715701930824, | |
| -0.001416178344954321, | |
| 0.0013958902342762335, | |
| -0.0013841853253101588, | |
| -0.0013838753194591613, | |
| -0.0013457039747462494, | |
| 0.0013392206958567476, | |
| -0.0013355438332659413, | |
| 0.001321646321478905, | |
| -0.0012984703821462538, | |
| 0.0012961211338900277, | |
| -0.0012914391949976633, | |
| 0.0012851218815639117, | |
| -0.0012824774352182466, | |
| 0.0012745947416231427, | |
| -0.0012642406703174036, | |
| 0.0012628901255063974, | |
| 0.0012416315334098052, | |
| 0.0012412151684463287, | |
| 0.0012399599730101032, | |
| -0.0012358470712033193, | |
| 0.0012348144325080872, | |
| 0.001201014117520684, | |
| 0.001191550853177238, | |
| 0.001188539916754787, | |
| -0.001185768801370163, | |
| 0.0011768152055888026, | |
| -0.001174498762491153, | |
| -0.001157313091406108, | |
| 0.00113552328048273, | |
| -0.0010832489983207015, | |
| 0.001081454252198694, | |
| -0.001051084213736938, | |
| 0.0010482269247303006, | |
| -0.00103976252585224, | |
| 0.0010258562392290742, | |
| -0.0010154492719817658, | |
| -0.0009987822450916737, | |
| 0.0009939018730878522, | |
| 0.0009920221565916506, | |
| 0.0009857769549182194, | |
| 0.0009624059267322702, | |
| -0.0009387055232749565, | |
| -0.0009096388262078169, | |
| 0.000894665425540843, | |
| -0.0008936198952691522, | |
| -0.0008542870546839989, | |
| 0.0008523789947068052, | |
| -0.0008342049024372248, | |
| -0.0008326342986049399, | |
| -0.0008286126902848446, | |
| -0.0008226698964313269, | |
| -0.0008179878852329882, | |
| 0.00081104882641414, | |
| 0.0008073913772419822, | |
| -0.0008031978034624135, | |
| 0.000801490501047164, | |
| 0.0007931036432174699, | |
| 0.0007878873677220638, | |
| 0.0007652147918196513, | |
| 0.0007498298065340208, | |
| 0.0007443977129410007, | |
| 0.0007434363653096525, | |
| -0.0007427555104979214, | |
| 0.0007418020325221412, | |
| 0.0007295453541212468, | |
| 0.0007288311032887529, | |
| 0.000708684947031815, | |
| -0.0007038465299001531, | |
| -0.0006891828090961325, | |
| 0.0006845697924200858, | |
| 0.0006623327483589462, | |
| 0.0006548948137467829, | |
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| 9.254310074821919e-07, | |
| 7.323817457329958e-07, | |
| 3.2444202720500114e-07 | |
| ], | |
| "Absolute Coefficient": [ | |
| 0.040745605590296455, | |
| 0.031513253052058744, | |
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| ] | |
| }, | |
| "cv_performance": { | |
| "prediction": { | |
| "accuracy": 99.5, | |
| "precision": 100.0, | |
| "recall": 99.45945945945945, | |
| "f1": 99.72602739726027 | |
| }, | |
| "selection": { | |
| "precision": 0.4723107466251462, | |
| "recall": 2.3188405797101446, | |
| "f1": 0.7846178307992521, | |
| "jaccard": 0.39425793146290744 | |
| } | |
| } | |
| } |