| { | |
| "significant_genes": { | |
| "Variable": [ | |
| "AADACL4", | |
| "AAMDC", | |
| "AADACL3", | |
| "ABCA1", | |
| "AACS", | |
| "ABCB11", | |
| "A4GNT", | |
| "AATK", | |
| "AARD", | |
| "AARS2", | |
| "ABCC3", | |
| "ABCA10", | |
| "ABAT", | |
| "ABCA7", | |
| "AAA1", | |
| "ABCC12", | |
| "ABCC13", | |
| "AATF", | |
| "AASDHPPT", | |
| "AARS1", | |
| "AADAC", | |
| "ABCA6", | |
| "ABCB5", | |
| "AAMP", | |
| "A2ML1", | |
| "AAAS", | |
| "ABCC1", | |
| "AADACL2", | |
| "A1CF", | |
| "A3GALT2", | |
| "ABRA", | |
| "ABCB8", | |
| "ABCB7", | |
| "ABCC6", | |
| "A1BG", | |
| "ABO", | |
| "ACP6", | |
| "ABTB2", | |
| "ACOD1", | |
| "AAGAB", | |
| "ABCF1", | |
| "ABCC6P1", | |
| "ABCB6", | |
| "ABCA5", | |
| "ABCG4", | |
| "ABCB4", | |
| "AASDH", | |
| "ABCC2", | |
| "ABCA3", | |
| "ABCC8", | |
| "ABHD12B", | |
| "ACOT1", | |
| "ADCY1", | |
| "ABCA11P", | |
| "ADAM32", | |
| "ABCD3", | |
| "ABLIM3", | |
| "ACTR6", | |
| "AADAT", | |
| "ACSF3", | |
| "ACTL6B", | |
| "ABHD6", | |
| "ACER2", | |
| "ABHD3", | |
| "ACYP2", | |
| "ACTG2", | |
| "ACACA", | |
| "ABCA4", | |
| "ACSL1", | |
| "ABCG5", | |
| "ADAMTS6", | |
| "ACOT12", | |
| "A4GALT", | |
| "ACKR2", | |
| "ACSL4", | |
| "ACCSL", | |
| "ACAD11", | |
| "ACTN2", | |
| "ADAMTS19", | |
| "ACADM", | |
| "AASS", | |
| "ABLIM2", | |
| "ABCC5", | |
| "ABCC11", | |
| "ACKR4", | |
| "ACTL7A", | |
| "ACCS", | |
| "ADAMTS20", | |
| "ACTA2", | |
| "ADAD1", | |
| "ACSS2", | |
| "ABL1", | |
| "ABI3", | |
| "ACSM6", | |
| "ACTC1", | |
| "ACKR1", | |
| "ADAM18", | |
| "ADH1A", | |
| "ABCG1", | |
| "ABITRAM", | |
| "ADA2", | |
| "ADGRB1", | |
| "ACOT2", | |
| "ADAM3A", | |
| "ACADVL", | |
| "ABCD4", | |
| "ADAMTS10", | |
| "ABCC10", | |
| "ADAM12", | |
| "ADGRG4", | |
| "ADGRD1", | |
| "ACAA1", | |
| "ACOXL", | |
| "ACOT11", | |
| "ABCC9", | |
| "ABCA2", | |
| "ACSS1", | |
| "ACSBG2", | |
| "ACOT7", | |
| "ACTB", | |
| "ADAD2", | |
| "ACTR1A", | |
| "ADH1C", | |
| "ABCA15P", | |
| "ACSM1", | |
| "ACTR5", | |
| "ADAMTS8", | |
| "ACBD3", | |
| "AKR1D1", | |
| "AGBL4", | |
| "ADGRG7", | |
| "ACER3", | |
| "ACADL", | |
| "ADAMTSL1", | |
| "ACSM5", | |
| "AGR3", | |
| "ACAP2", | |
| "ADCY3", | |
| "ACTMAP", | |
| "ADAMDEC1", | |
| "ACAA2", | |
| "ABR", | |
| "ADGRL4", | |
| "ADIRF", | |
| "ABCC4", | |
| "ACBD7", | |
| "ADGB", | |
| "ACSL3", | |
| "ABHD17C", | |
| "ADGRL3", | |
| "ABHD17B", | |
| "AKR1B10", | |
| "ABL2", | |
| "ABLIM1", | |
| "ABHD18", | |
| "ACOT9", | |
| "ABCB1", | |
| "ACBD6", | |
| "ACAN", | |
| "ADCY4", | |
| "ADCYAP1R1", | |
| "ABI2", | |
| "ACTBP7", | |
| "ADAM7", | |
| "ADAMTS17", | |
| "ACTA1", | |
| "ABRAXAS2", | |
| "ACER1", | |
| "AFDN-DT", | |
| "ACAD10", | |
| "ACE", | |
| "ACKR3", | |
| "AGT", | |
| "ADAMTSL5", | |
| "ADGRF4", | |
| "AMMECR1L", | |
| "ACVR2B", | |
| "ADIPOR2", | |
| "ADAM29", | |
| "ACP3", | |
| "ADAM21", | |
| "ADAM8", | |
| "ABT1", | |
| "ABHD17A", | |
| "ACSM2B", | |
| "ADRA1B", | |
| "ADH5P4", | |
| "ADAM15", | |
| "AFP", | |
| "ACSM2A", | |
| "ACE2", | |
| "ADAMTS4", | |
| "ADGRF5", | |
| "ACAT2", | |
| "ADCK2", | |
| "ADAMTSL2", | |
| "AKAP1", | |
| "ABCA8", | |
| "AHSA2P", | |
| "ALOX12P2", | |
| "ANXA3", | |
| "C1orf50", | |
| "ANXA8L1", | |
| "ADD1", | |
| "ADGRL1", | |
| "ADK", | |
| "ABHD13", | |
| "ADAM21P1", | |
| "AKNA", | |
| "ACSF2", | |
| "ACY3", | |
| "ACTR2", | |
| "CCDC81", | |
| "ACOT13", | |
| "ACTL8", | |
| "ADAMTS2", | |
| "AGA", | |
| "ADAMTS13", | |
| "ACTR1B", | |
| "ADPGK", | |
| "ACAD9", | |
| "ACP2", | |
| "ANGPTL5", | |
| "ALG2", | |
| "AKIP1", | |
| "ADAM11", | |
| "ABHD17AP1", | |
| "ACAT1", | |
| "ABCD1", | |
| "ADCY6", | |
| "AICDA", | |
| "ADH5", | |
| "ACSS3", | |
| "CFAP47", | |
| "ANPEP", | |
| "ALLC", | |
| "ANO3", | |
| "ADD2", | |
| "ADAMTS14", | |
| "A2M", | |
| "AGRP", | |
| "ABCA9", | |
| "ALDOB", | |
| "ABHD16A", | |
| "ABHD4", | |
| "AGXT2", | |
| "ACADSB", | |
| "ASMTL", | |
| "ACY1", | |
| "ACLY", | |
| "AMER1", | |
| "ALPK3", | |
| "ABHD16B", | |
| "ART3", | |
| "ADAT3", | |
| "ACVRL1", | |
| "ADGRF1", | |
| "CLIC6", | |
| "ABRACL", | |
| "ALOX15B", | |
| "ADAM30", | |
| "ADCY9", | |
| "ANKLE2", | |
| "ACP5", | |
| "ADGRA2", | |
| "ADAR", | |
| "ADGRG6", | |
| "AMH", | |
| "AOPEP", | |
| "ABCE1", | |
| "AKR1C3", | |
| "ALDH1L2", | |
| "ADAM20", | |
| "ADCY7", | |
| "ADAMTSL4", | |
| "CT55", | |
| "AKR7A3", | |
| "ADAM6", | |
| "ADGRD2", | |
| "ACTBL2", | |
| "AQP7", | |
| "ACTRT3", | |
| "ALDH1A1", | |
| "GALNT15", | |
| "ARR3", | |
| "AKAP12", | |
| "FBXO24", | |
| "ACTG1P1", | |
| "ADAT1", | |
| "ADAM23", | |
| "ADAMTS12", | |
| "C12orf50", | |
| "AMTN", | |
| "APOL4", | |
| "ADCK1", | |
| "ASB4", | |
| "AGR2", | |
| "ACHE", | |
| "ACTG1P4", | |
| "ADAM5", | |
| "GABRA3", | |
| "AKNAD1", | |
| "BDKRB1", | |
| "ADH7", | |
| "ADAM22", | |
| "ABCB10", | |
| "ACBD4", | |
| "ANP32B", | |
| "ARMH4", | |
| "ADGRF3", | |
| "AFF2", | |
| "ARHGEF25", | |
| "AMPD3", | |
| "BEND6", | |
| "CCDC181", | |
| "AGTRAP", | |
| "APOB", | |
| "ABHD1", | |
| "GABRG3", | |
| "ADAMTS18", | |
| "ACO2", | |
| "ADCK5", | |
| "ALOX15", | |
| "ACTRT1", | |
| "ANGPTL7", | |
| "ANKRD61", | |
| "PTH", | |
| "ABHD5", | |
| "RN7SKP243", | |
| "AGO1", | |
| "ANKRD24", | |
| "RNU6-873P", | |
| "ADORA3", | |
| "CCDC110", | |
| "AIM2", | |
| "C16orf82", | |
| "ACTR8", | |
| "ABHD12", | |
| "COL8A1", | |
| "APOL2", | |
| "ABHD8", | |
| "OR51D1", | |
| "AQP5", | |
| "AFDN", | |
| "ALG1L1P", | |
| "C16orf78", | |
| "ANP32CP", | |
| "AMER3", | |
| "ACOT4", | |
| "AQP7P1", | |
| "C15orf32", | |
| "ADRA1D", | |
| "ETFBKMT", | |
| "C3orf33", | |
| "ALG1", | |
| "GLIS3", | |
| "AAK1", | |
| "ADSS1", | |
| "ANK1", | |
| "AGRN", | |
| "ALDH1A3", | |
| "ACTN3", | |
| "CIB3", | |
| "ARHGAP20", | |
| "AFG2B", | |
| "ADPRS", | |
| "AIG1", | |
| "AMOTL2", | |
| "ATP1A4", | |
| "ADAMTS9", | |
| "ERICH3", | |
| "C4orf46", | |
| "C17orf78", | |
| "BMERB1", | |
| "AIMP1", | |
| "AWAT1", | |
| "ATP6V1B1", | |
| "ANKRD30BP3", | |
| "PART1", | |
| "RN7SL325P", | |
| "MIR30A", | |
| "C9orf153", | |
| "IL20RA", | |
| "AMPH", | |
| "ABTB3", | |
| "ADM", | |
| "ASB5", | |
| "ABHD17AP3", | |
| "ATXN7L2", | |
| "ACYP1", | |
| "OR2B6", | |
| "FERMT1", | |
| "AMMECR1", | |
| "CCL16", | |
| "FGF12", | |
| "ANKRD18B", | |
| "CD82", | |
| "ANKRD18CP", | |
| "MMP13", | |
| "ADPRH", | |
| "ANGPTL6", | |
| "AGXT", | |
| "C10orf71", | |
| "CLDN18", | |
| "BMP5", | |
| "ABHD17AP6", | |
| "ATG4B", | |
| "GRK7", | |
| "AKR1C6P", | |
| "AGBL3", | |
| "BNC2", | |
| "ANKK1", | |
| "ADGRE4P", | |
| "ADGRV1", | |
| "C10orf55", | |
| "ADIPOQ", | |
| "DEFB118", | |
| "PP12613", | |
| "C1QTNF2", | |
| "C5orf46", | |
| "ADO", | |
| "ADGRA1", | |
| "ACR", | |
| "APOA5", | |
| "BFSP2", | |
| "ADAM20P1", | |
| "OR51Q1", | |
| "AMBN", | |
| "ALDH7A1", | |
| "ACVR2A", | |
| "PKD1L1-AS1", | |
| "ACRV1", | |
| "PDE1A", | |
| "AKR1B1", | |
| "ADGRE2", | |
| "MAB21L4", | |
| "C1orf159", | |
| "ACTN4", | |
| "GRIA1", | |
| "AIFM3", | |
| "ARFGEF3", | |
| "AGAP1", | |
| "MBL2", | |
| "PRRX1", | |
| "IGSF5", | |
| "AMBRA1", | |
| "CEACAM6", | |
| "CIBAR1", | |
| "MYH7B", | |
| "CEBPG", | |
| "ACTL9", | |
| "CD80", | |
| "CYP2G1P", | |
| "ASIC2", | |
| "CARD17P", | |
| "ACTR3C", | |
| "BTF3P11", | |
| "C9", | |
| "ASPHD1", | |
| "APOBEC2", | |
| "AKIRIN2", | |
| "MSH4", | |
| "AHI1", | |
| "IGFBP5", | |
| "ADIG", | |
| "CA10", | |
| "C12orf56", | |
| "IFTAP", | |
| "ARHGAP19", | |
| "CCDC122", | |
| "ANKRD29", | |
| "ASCL3", | |
| "KRT74", | |
| "BPIFA3", | |
| "GALNT8", | |
| "ABHD11", | |
| "C15orf62", | |
| "OR10A6", | |
| "ACACB", | |
| "OAZ3", | |
| "CA5A", | |
| "CCNJL", | |
| "ARHGEF7", | |
| "RNU6ATAC8P", | |
| "MGAT4C", | |
| "DEFB105A", | |
| "DUSP26", | |
| "RIPK4", | |
| "KLHL1", | |
| "CFAP58", | |
| "IL1RAPL1", | |
| "ABCC6P2", | |
| "AQP7P2", | |
| "AQP7P3", | |
| "AQP7P4", | |
| "DEFB105B" | |
| ], | |
| "Coefficient": [ | |
| -0.02721084724791529, | |
| -0.024046789063194754, | |
| -0.022428552711403454, | |
| 0.022326689731865235, | |
| 0.015429427122922345, | |
| -0.014477639370978249, | |
| 0.014141295139032273, | |
| -0.01397459754344956, | |
| 0.012613788499143, | |
| -0.01179755690644272, | |
| -0.011506521238257036, | |
| -0.011498901703473724, | |
| -0.011318189155745433, | |
| -0.011016815954033232, | |
| -0.010662898128704657, | |
| 0.009774491759426516, | |
| -0.008990646849331383, | |
| 0.008385620431353262, | |
| -0.007993543875203577, | |
| -0.007633491519467896, | |
| -0.007481080057691697, | |
| -0.007446668495892618, | |
| 0.007112360413783346, | |
| -0.006868561135331621, | |
| -0.006846484989873977, | |
| 0.006789638110158827, | |
| 0.006632338887785735, | |
| -0.006012357992965094, | |
| 0.005438625007892259, | |
| 0.00528546108020135, | |
| -0.0052625614905754915, | |
| 0.005099746419969761, | |
| -0.005051338754424317, | |
| 0.004929283092891505, | |
| -0.004857000539058766, | |
| 0.004800081314346955, | |
| 0.004714618633842275, | |
| 0.004561622677211571, | |
| -0.004438396847190857, | |
| -0.004273177695549199, | |
| -0.004255278863084688, | |
| 0.004253250940760954, | |
| -0.004154371603786767, | |
| -0.004131030734015912, | |
| 0.0041153530584603516, | |
| 0.004090822204540012, | |
| -0.0040104173591767114, | |
| 0.0039691213987330665, | |
| -0.0038939595737738234, | |
| -0.0038423519963102877, | |
| -0.003701042447013658, | |
| 0.0034022566508060898, | |
| 0.0033394275550373987, | |
| 0.003168915407856206, | |
| 0.0031343973880094533, | |
| 0.0030082539355114992, | |
| 0.0029897334345546406, | |
| -0.0029820570748729765, | |
| 0.0029549149422206386, | |
| -0.0029022900040670337, | |
| -0.002894033763982519, | |
| -0.0028937466136615105, | |
| -0.0028911151501649344, | |
| -0.002852329214322196, | |
| -0.0027700100495660534, | |
| -0.002757894778167234, | |
| 0.002709449158788204, | |
| 0.0026721471041600375, | |
| 0.00266782677707719, | |
| -0.0026651636673561377, | |
| -0.0025978986890039307, | |
| -0.0025594774189289346, | |
| -0.002558233525032866, | |
| 0.0025354946313453203, | |
| -0.002522337491420467, | |
| -0.002445340642041539, | |
| -0.002442872283167236, | |
| 0.0023825077043285368, | |
| 0.0023781371029192766, | |
| 0.0023098831622946343, | |
| -0.0023063979219893655, | |
| 0.002299503857041632, | |
| -0.0022552020941870245, | |
| -0.0022469040538000773, | |
| 0.0022164710034997025, | |
| 0.0022040971741178234, | |
| -0.0021959677293906417, | |
| -0.002132232328828311, | |
| 0.0021241154416072787, | |
| 0.0020891467266896894, | |
| 0.0020880971270265157, | |
| -0.0020866849494677953, | |
| 0.0020789608201510863, | |
| -0.0020738405256881965, | |
| 0.0020665812867091907, | |
| 0.0020513900529554666, | |
| -0.0020459290812550844, | |
| -0.0020428272053250305, | |
| 0.00199771650588666, | |
| 0.0019597559909288044, | |
| -0.0019257200989958058, | |
| -0.0019169403669859382, | |
| -0.0018914352060892983, | |
| -0.001882559602003024, | |
| -0.001858406743422529, | |
| -0.0018527962974577397, | |
| 0.0018387577568176583, | |
| -0.00183315723442043, | |
| 0.0018121079035424317, | |
| -0.001800216110015515, | |
| 0.0017786611379488645, | |
| -0.0017734257278897076, | |
| -0.0017713265891021045, | |
| 0.0017568540920421282, | |
| -0.0017449055932720376, | |
| 0.0017381172485418784, | |
| 0.001714988219999062, | |
| 0.0017108347927914202, | |
| 0.0017014463378343565, | |
| 0.001691498890245207, | |
| 0.001617683204902377, | |
| -0.0016018596374967014, | |
| 0.0016001362223197484, | |
| 0.0015750167557146647, | |
| -0.0015688100356552799, | |
| -0.0015578921129749568, | |
| -0.0015573884876617097, | |
| -0.0015561006247095787, | |
| 0.0015448440467493818, | |
| 0.0015264840600855835, | |
| -0.0015078405200956689, | |
| 0.0014803099612803899, | |
| -0.001474960367543635, | |
| -0.0014155243701151079, | |
| -0.001393207223885719, | |
| 0.0013869172317642665, | |
| -0.0013418079119765474, | |
| -0.001340038331530079, | |
| -0.0013243095924009138, | |
| 0.0013235030082747348, | |
| 0.00131080905464407, | |
| -0.0013072928269430763, | |
| 0.001285532645702642, | |
| -0.0012666118328761098, | |
| -0.0012623410701053845, | |
| 0.0012302429440923346, | |
| -0.0011685374504754318, | |
| -0.0011311701290788664, | |
| -0.0011195229142276642, | |
| 0.0010865479345782533, | |
| -0.001081274344777601, | |
| -0.0010769947647127072, | |
| -0.001068813170014197, | |
| -0.0010643058628887422, | |
| -0.0010590408525828622, | |
| -0.0010561501526666882, | |
| 0.001034971711672407, | |
| -0.0010153554556737766, | |
| -0.000983032920791679, | |
| -0.0009712759710370583, | |
| 0.0009652528154473, | |
| -0.0009291368071244393, | |
| 0.0009284593240170622, | |
| 0.0009103792899322151, | |
| 0.0008684814141688292, | |
| 0.0008614294707744632, | |
| 0.0008529078469732229, | |
| 0.0008526917591271203, | |
| 0.0008155671447187688, | |
| 0.0008092520478652466, | |
| -0.0007973233467292191, | |
| 0.0007885668664534142, | |
| -0.000781235923786712, | |
| 0.0007672132748773391, | |
| 0.0007509969140038335, | |
| 0.0007504287023477598, | |
| -0.0007456208501464973, | |
| 0.0007412132822272079, | |
| 0.0007397983085298845, | |
| 0.0007396914257422386, | |
| -0.0007380831558586327, | |
| 0.0007298634654123318, | |
| 0.0007148650433091306, | |
| 0.0007011431515868112, | |
| 0.0006729163559726887, | |
| 0.0006671745404098798, | |
| -0.0006652694702436256, | |
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| ], | |
| "Absolute Coefficient": [ | |
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| ] | |
| }, | |
| "cv_performance": { | |
| "prediction": { | |
| "nmse": 0.7232628972156349, | |
| "r_squared": 0.27673710278436514 | |
| }, | |
| "selection": { | |
| "precision": 12.43771340555119, | |
| "recall": 2.5045537340619313, | |
| "f1": 4.1449346725959755, | |
| "jaccard": 2.1174859899397425 | |
| } | |
| } | |
| } |