| { | |
| "significant_genes": { | |
| "Variable": [ | |
| "AADAC", | |
| "ABCB4", | |
| "ABCD1P2", | |
| "AAK1", | |
| "AARSD1", | |
| "AARS2", | |
| "AANAT", | |
| "A2ML1", | |
| "A2M", | |
| "AAMP", | |
| "AACSP1", | |
| "ACMSD", | |
| "AATF", | |
| "ACSF3", | |
| "ABCC13", | |
| "ACCS", | |
| "A2M-AS1", | |
| "ABCC10", | |
| "ABHD1", | |
| "ABCD2", | |
| "A1CF", | |
| "AASDH", | |
| "ACOX1", | |
| "ABCC11", | |
| "ACAP3", | |
| "AAGAB", | |
| "A4GALT", | |
| "ACSBG2", | |
| "ABCF1", | |
| "ABHD12", | |
| "ABCA3", | |
| "ABCA6", | |
| "ABTB3", | |
| "ABAT", | |
| "ABCC5", | |
| "ACOD1", | |
| "AADACL2", | |
| "ABCF3", | |
| "ABCC1", | |
| "ACOT8", | |
| "ABCC6P1", | |
| "ACTN3", | |
| "ABCA2", | |
| "ACACB", | |
| "AA06", | |
| "ACKR2", | |
| "AAR2", | |
| "ABLIM3", | |
| "A1BG", | |
| "ACAA2", | |
| "ABL2", | |
| "ACP5", | |
| "ACOX2", | |
| "ACKR1", | |
| "ADAMTS15", | |
| "ACTL9", | |
| "ACTR3B", | |
| "ABCB9", | |
| "ACOT12", | |
| "ABCB7", | |
| "ACE", | |
| "ABTB1", | |
| "ABI1", | |
| "AACS", | |
| "ACTR3C", | |
| "ABHD4", | |
| "ABCA1", | |
| "ACAP1", | |
| "ACTG2", | |
| "ADAMTS10", | |
| "ABHD10", | |
| "ABLIM2", | |
| "ACBD6", | |
| "ACOT11", | |
| "ACP1", | |
| "ACSBG1", | |
| "ABCB1", | |
| "ACSL4", | |
| "ACTB", | |
| "ACTC1", | |
| "ACTL6A", | |
| "ABI3BP", | |
| "ACTN2", | |
| "ACTA2-AS1", | |
| "A2MP1", | |
| "ADAT3", | |
| "ADAM10", | |
| "ACSM1", | |
| "ACTR5", | |
| "ABHD2", | |
| "ACTR3P2", | |
| "ACR", | |
| "ABCD1", | |
| "ABCC12", | |
| "ABR", | |
| "ABHD16B", | |
| "ACSS2", | |
| "ABRAXAS2", | |
| "ACOT7", | |
| "ACAT1", | |
| "ABHD13", | |
| "ACAA1", | |
| "ADAMTS18", | |
| "AASS", | |
| "ACSM2B", | |
| "ACBD4", | |
| "ACAD10", | |
| "ADGRL2", | |
| "ABTB2", | |
| "A1BG-AS1", | |
| "ACTBP9", | |
| "ADAMTS7", | |
| "ACAD9", | |
| "ACIN1", | |
| "ACE2", | |
| "ACSS1", | |
| "ACTR3", | |
| "ABITRAM", | |
| "ACVR2B", | |
| "ACY3", | |
| "ABCA4", | |
| "ACSM3", | |
| "A4GNT", | |
| "ABHD14A", | |
| "ABCD4", | |
| "ACSS3", | |
| "ACTR3BP5", | |
| "ABCD3", | |
| "ACTA1", | |
| "ABHD6", | |
| "ABCA12", | |
| "ACAP2", | |
| "ABCA9", | |
| "ABHD11", | |
| "ABT1", | |
| "ADAMTS4", | |
| "ABCA5", | |
| "ABCC8", | |
| "ACTR2", | |
| "ABHD17C", | |
| "ACVR1B", | |
| "ADAM18", | |
| "AFF1", | |
| "ACKR4", | |
| "ABHD18", | |
| "ABHD16A", | |
| "ABHD3", | |
| "ADAM7", | |
| "ACAT2", | |
| "AICDA", | |
| "ACBD3", | |
| "ADAM1A", | |
| "ACTR3BP2", | |
| "ALOX15B", | |
| "ABI2", | |
| "ABCB10", | |
| "ADGRE3", | |
| "ACTG1P4", | |
| "ADGRG4", | |
| "ACYP1", | |
| "ADPRHL1", | |
| "ACAD8", | |
| "ADRA2C", | |
| "ADRA2B", | |
| "ACP2", | |
| "ADAMTS3", | |
| "ADAM6", | |
| "ACTRT2", | |
| "ABHD17B", | |
| "ABHD17A", | |
| "ABHD15", | |
| "ADAM12", | |
| "ACRBP", | |
| "ACTL7A", | |
| "ADGRA2", | |
| "ADD2", | |
| "ADAMTS6", | |
| "ADAM30", | |
| "ADSS1", | |
| "ACVRL1", | |
| "ADAM8", | |
| "AGPS", | |
| "ABCE1", | |
| "ADGRE1", | |
| "ACTL6B", | |
| "ACSM5", | |
| "ADM5", | |
| "ADAM5", | |
| "AFG2B", | |
| "ABCG2", | |
| "ABCC2", | |
| "ADGRV1", | |
| "ABCC6", | |
| "ADAMTSL1", | |
| "ACAD11", | |
| "ACTA2", | |
| "AATK", | |
| "ACTL10", | |
| "CCS", | |
| "ADPGK", | |
| "ABHD12B", | |
| "ABCF2", | |
| "ADAM2", | |
| "ABRA", | |
| "ANGPT4", | |
| "B3GNT2", | |
| "APOH", | |
| "AMN1", | |
| "AMN", | |
| "ABCA13", | |
| "ABCB5", | |
| "ADGRF2P", | |
| "AMBP", | |
| "ACVR1C", | |
| "ANKRD35", | |
| "AKAP17A", | |
| "ACTL7B", | |
| "ALOX12", | |
| "AKAIN1", | |
| "ASCL5", | |
| "KRTAP4-1", | |
| "AP3B2", | |
| "AFG2A", | |
| "ABCG1", | |
| "ADAMTS1", | |
| "AGFG1", | |
| "ADGRD1", | |
| "ADGRG2", | |
| "ADAMTS20", | |
| "ABCC4", | |
| "ADSS2", | |
| "ADCYAP1R1", | |
| "ADCK1", | |
| "ACSM2A", | |
| "ABI3", | |
| "ADAMTSL2", | |
| "ABCG8", | |
| "AGTR1", | |
| "BTF3P13", | |
| "AARS1", | |
| "AHSG", | |
| "ADH1C", | |
| "ANG", | |
| "ANAPC4", | |
| "ADORA3", | |
| "ACOT9", | |
| "ABCA7", | |
| "AOX1", | |
| "ADAP2", | |
| "ALKBH8", | |
| "ADRB3", | |
| "AEBP1", | |
| "AFAP1L2", | |
| "ABL1", | |
| "DNAAF10", | |
| "APPL2", | |
| "ADGRL4", | |
| "ACBD5", | |
| "AKAP3", | |
| "ARID4B", | |
| "ADCY5", | |
| "ASXL1", | |
| "ARMCX2", | |
| "BARX1", | |
| "AKNA", | |
| "ANKRD20A8P", | |
| "ANPEP", | |
| "ADH1A", | |
| "AKIRIN1", | |
| "AGGF1", | |
| "ACTR8", | |
| "C1orf159", | |
| "AIMP1", | |
| "ADAM9", | |
| "ACTR6", | |
| "AK9", | |
| "ADAMTS13", | |
| "ARC", | |
| "ADH4", | |
| "ANP32CP", | |
| "CCDC171", | |
| "GCSAM", | |
| "CAPN13", | |
| "CLEC3A", | |
| "ADGRG1", | |
| "ADAM29", | |
| "ANXA2P2", | |
| "AFM", | |
| "ACOT1", | |
| "ANXA8", | |
| "ANKRD65", | |
| "CD276", | |
| "BORCS6", | |
| "KRT4", | |
| "CHAC1", | |
| "ADGRE2", | |
| "AIM2", | |
| "ANLN", | |
| "ADARB2-AS1", | |
| "ANGEL1", | |
| "AFTPH", | |
| "CARD9", | |
| "ALPI", | |
| "BMP2K", | |
| "ANKRD17", | |
| "AAMDC", | |
| "CHADL", | |
| "EXOC3-AS1", | |
| "ABHD5", | |
| "ACER1", | |
| "ATP1A3", | |
| "ABCA17P", | |
| "C8orf58", | |
| "AMFR", | |
| "ALKBH6", | |
| "AMOT", | |
| "HORMAD1", | |
| "ALS2", | |
| "AZGP1P1", | |
| "ADCK5", | |
| "BTN3A1", | |
| "ALG6", | |
| "APH1B", | |
| "ASNS", | |
| "ACSL3", | |
| "ALX3", | |
| "CTH", | |
| "AGA", | |
| "CNTLN", | |
| "ENPP6", | |
| "ANK1", | |
| "ABCA8", | |
| "UROC1", | |
| "ANXA5", | |
| "ABLIM1", | |
| "C6orf141", | |
| "AKT1", | |
| "CD36", | |
| "ASGR2", | |
| "AFAP1", | |
| "AFMID", | |
| "ACD", | |
| "ACSL5", | |
| "CHRDL1", | |
| "KCNQ3", | |
| "IRS4", | |
| "AP4E1", | |
| "SCP2D1-AS1", | |
| "ABCC9", | |
| "ACOT13", | |
| "ATOSA", | |
| "C3P1", | |
| "AGMAT", | |
| "ATP6V0A2", | |
| "ACAN", | |
| "AJUBA", | |
| "BFSP2-AS1", | |
| "CC2D1B", | |
| "ABRAXAS1", | |
| "JMJD4", | |
| "ACTR1B", | |
| "ADARB1", | |
| "CYTH3", | |
| "AURKAP1", | |
| "CLVS1", | |
| "ARHGAP36", | |
| "ANKLE2", | |
| "ALG14", | |
| "ADORA1", | |
| "KANK1", | |
| "AKIP1", | |
| "ALX1", | |
| "ARK2C", | |
| "C1QTNF2", | |
| "ALPL", | |
| "CATIP-AS1", | |
| "AHCY", | |
| "ANKS3", | |
| "ABCB11", | |
| "ATMIN", | |
| "KRTAP3-3", | |
| "EGFL7", | |
| "ALDH7A1", | |
| "ALDH1A3", | |
| "B4GALT5", | |
| "SDS", | |
| "ADD3", | |
| "ADARB2", | |
| "APBA2", | |
| "BMAL2-AS1", | |
| "AGPAT2", | |
| "ACKR3", | |
| "BRIX1", | |
| "AQP9", | |
| "GTF2H1", | |
| "GYPB", | |
| "AGO1", | |
| "ASB10", | |
| "ARLN", | |
| "ARHGDIG", | |
| "ARFIP1", | |
| "CCNE2", | |
| "ASCC3", | |
| "DIABLO", | |
| "KLHL25", | |
| "AIRE", | |
| "APC2", | |
| "PRR23D1", | |
| "CENPA", | |
| "ALX4", | |
| "PTGES", | |
| "CSMD3", | |
| "MARCHF4", | |
| "AOC4P", | |
| "BORCS8", | |
| "ATF7IP2", | |
| "CPS1", | |
| "DPH2", | |
| "ZNF660", | |
| "ADAT1", | |
| "AGBL2", | |
| "SSX2B", | |
| "ADGRF5", | |
| "CBY3", | |
| "ATP23", | |
| "ANOS2P", | |
| "AGPAT4", | |
| "ADAMTS19", | |
| "ADAM23", | |
| "AIFM1", | |
| "CYP3A51P", | |
| "LIG4", | |
| "ZNF34", | |
| "C8orf33", | |
| "AVP", | |
| "AGAP6", | |
| "VKORC1L1", | |
| "DCX", | |
| "ADAM3B", | |
| "IQCF4P", | |
| "ADGRG3", | |
| "ALG11", | |
| "CARS1-AS1", | |
| "CIMIP4", | |
| "GABRG1", | |
| "HOXC8", | |
| "CACNA2D1", | |
| "ERCC6", | |
| "ASPA", | |
| "GSTM5", | |
| "CAMK2B", | |
| "EPS15P1", | |
| "CLTCL1", | |
| "TUBAL3", | |
| "RNU2-22P", | |
| "CA8", | |
| "BTF3P12", | |
| "SMLR1", | |
| "ARVCF", | |
| "ALG5", | |
| "ARHGAP12", | |
| "AP1S3", | |
| "C3orf49", | |
| "FAM13A", | |
| "FOXP1-AS1", | |
| "APOBEC3B", | |
| "GRPR", | |
| "BRINP2", | |
| "BEND5", | |
| "AKTIP", | |
| "ARRDC4", | |
| "ARF1P1", | |
| "ATP11A", | |
| "EBF2", | |
| "AIG1", | |
| "BEX4", | |
| "PLCB1", | |
| "ASAP1-IT2", | |
| "ICAM5", | |
| "ADD1", | |
| "GCM2", | |
| "CEACAM4", | |
| "CNPY4", | |
| "APIP", | |
| "ALOX12B", | |
| "AGAP2", | |
| "ADNP2", | |
| "C8G", | |
| "BEST1", | |
| "ARL14", | |
| "ZC3H10", | |
| "ELAPOR1", | |
| "SLC28A2", | |
| "GUCY1A1", | |
| "APOF", | |
| "HMCN2", | |
| "C22orf39", | |
| "GPHB5", | |
| "FRRS1", | |
| "HCG4", | |
| "ANKRD13B", | |
| "ADGRA1", | |
| "FDXACB1", | |
| "ERGIC1", | |
| "ABHD8", | |
| "FXYD7", | |
| "SYT4", | |
| "PRR23D2", | |
| "ANXA8L1" | |
| ], | |
| "Coefficient": [ | |
| 0.11038836263635274, | |
| 0.09109339435314445, | |
| -0.08814695071358064, | |
| -0.07758130942673751, | |
| -0.07466372668195939, | |
| -0.06682418706384274, | |
| 0.06553409820862363, | |
| 0.06196000847895644, | |
| -0.059827417413689715, | |
| 0.059669811890477854, | |
| 0.05815012374660407, | |
| -0.055933204169441135, | |
| 0.054691998006770104, | |
| 0.054091445693279123, | |
| 0.05361075906246812, | |
| 0.052950445406000926, | |
| 0.05101788799444799, | |
| 0.04968635670833672, | |
| -0.0492407461660383, | |
| -0.049059610586522445, | |
| -0.04885913971741389, | |
| -0.04711471100013133, | |
| -0.046862582611648, | |
| -0.04432258727911205, | |
| -0.04321990299207623, | |
| 0.04250804726833286, | |
| -0.04185047134466697, | |
| -0.041450155519683916, | |
| -0.04059262621741035, | |
| 0.04033354688051578, | |
| -0.040114226584081286, | |
| -0.03887874153025657, | |
| -0.03886978219425966, | |
| 0.03735120799270813, | |
| 0.03693664673591061, | |
| -0.03668858887187071, | |
| -0.03599013348105871, | |
| -0.03514117919468583, | |
| -0.03509130417614397, | |
| 0.03482955206493523, | |
| -0.03468447872474862, | |
| -0.03415326172606051, | |
| -0.03414733224381228, | |
| 0.03215426623145043, | |
| 0.03193460036165935, | |
| 0.031063774659863024, | |
| -0.03104841599499905, | |
| 0.0309235375271327, | |
| -0.030098964929901474, | |
| 0.029802449875713028, | |
| 0.028822295871727056, | |
| 0.027748657637670246, | |
| 0.027627532300219186, | |
| 0.026806403577430873, | |
| -0.026666121792671416, | |
| -0.026248488278661466, | |
| 0.025777050090358772, | |
| 0.025629617234674325, | |
| 0.025543173590127106, | |
| -0.025324383842938954, | |
| -0.02486205329789285, | |
| -0.024644262862230374, | |
| 0.023693014734472398, | |
| -0.02367577949762316, | |
| -0.02354632030607854, | |
| 0.02349162742650771, | |
| -0.0231635517456388, | |
| -0.02280588054371097, | |
| 0.02260236960154246, | |
| -0.02257156970880619, | |
| 0.022487572925586428, | |
| -0.021939547139010068, | |
| -0.021393894226646403, | |
| 0.020854552668268588, | |
| 0.020603229296373673, | |
| -0.02024290634789999, | |
| -0.020095791097983876, | |
| -0.02004864252612589, | |
| -0.020019265605719382, | |
| 0.019525932558543572, | |
| 0.01929719801300367, | |
| -0.018074429841820637, | |
| 0.01741281223200265, | |
| 0.01707414266197317, | |
| 0.01704314490031192, | |
| -0.01685443724316913, | |
| 0.016732819231299073, | |
| 0.01669121587983251, | |
| 0.016640928284465697, | |
| 0.016619977283050445, | |
| 0.016594687276544152, | |
| 0.01655819663373891, | |
| -0.0164246302191952, | |
| -0.015956314596940604, | |
| -0.01549882362333602, | |
| 0.01542762769604955, | |
| 0.01536530147053191, | |
| -0.015206747517479465, | |
| 0.015179904456046554, | |
| -0.014955651033846107, | |
| 0.014308151489190749, | |
| 0.01422784039746138, | |
| 0.014177501348515831, | |
| 0.013975572391994328, | |
| 0.013971003103108328, | |
| 0.013964955892803327, | |
| 0.013773095723095858, | |
| 0.013670700036033646, | |
| 0.013646032537771635, | |
| 0.013183400279827343, | |
| -0.013182903264968657, | |
| 0.013136376101491112, | |
| 0.013132977526226738, | |
| 0.012559302115322715, | |
| 0.012556958978776444, | |
| -0.012496275388520188, | |
| 0.012392296883249778, | |
| 0.012252869287553746, | |
| -0.012231634747286379, | |
| 0.012225785122381054, | |
| -0.01217263849296942, | |
| -0.012129986612401833, | |
| 0.012095522034833061, | |
| 0.012017711991928604, | |
| -0.01189343461838393, | |
| 0.011869152203624278, | |
| 0.011809883149007447, | |
| -0.011687664481335775, | |
| -0.011649289936891166, | |
| 0.011471141060091467, | |
| -0.011406186869884758, | |
| 0.011331128846505337, | |
| -0.01108270772166558, | |
| 0.01097033201886818, | |
| 0.010932467548158556, | |
| -0.010895942031610876, | |
| -0.010614157848234907, | |
| 0.010415051524937989, | |
| 0.010313960065615772, | |
| 0.01029923959978605, | |
| -0.010178280853466818, | |
| 0.009963242194860276, | |
| 0.009912727802260813, | |
| -0.00969597155671252, | |
| 0.009619980945809108, | |
| -0.009540155926324078, | |
| 0.009122519637647859, | |
| 0.008856180292542454, | |
| 0.008830700074738476, | |
| -0.008704730074013418, | |
| 0.008657890651645118, | |
| -0.008569511997325061, | |
| 0.008545679465517039, | |
| -0.008339121437889176, | |
| 0.008330085002745631, | |
| -0.008253295765075093, | |
| 0.00820142712547488, | |
| 0.007985598807289985, | |
| -0.007947600823296373, | |
| 0.007914564421515845, | |
| 0.007890061462234808, | |
| -0.007793755029550409, | |
| -0.007586411185200427, | |
| 0.0071342733460932365, | |
| 0.00712694897305532, | |
| -0.007119036871125059, | |
| 0.007113174131990367, | |
| 0.0071077388436471, | |
| -0.007082464171035078, | |
| 0.007039466862565186, | |
| -0.006968895725300421, | |
| -0.00685163448893786, | |
| 0.006798676863310484, | |
| 0.0067648139414536075, | |
| -0.006731006683878825, | |
| 0.006689003890489683, | |
| 0.006682318751214322, | |
| -0.006571242136498898, | |
| -0.006322337046830347, | |
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| ], | |
| "Absolute Coefficient": [ | |
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| }, | |
| "cv_performance": { | |
| "prediction": { | |
| "accuracy": 32.72727272727273, | |
| "precision": 35.595238095238095, | |
| "recall": 32.76190476190476, | |
| "f1": 33.33333333333333 | |
| }, | |
| "selection": { | |
| "precision": 0.3764427889062719, | |
| "recall": 5.7142857142857135, | |
| "f1": 0.7063070115285927, | |
| "jaccard": 0.35452804976907853 | |
| } | |
| } | |
| } |