| { | |
| "significant_genes": { | |
| "Variable": [ | |
| "AANAT", | |
| "AACSP1", | |
| "A4GALT", | |
| "AAA1", | |
| "AAMDC", | |
| "A1BG-AS1", | |
| "A4GNT", | |
| "AADACL3", | |
| "A1BG", | |
| "ABCB9", | |
| "AADACL2", | |
| "ABCG2", | |
| "ABLIM2", | |
| "ABAT", | |
| "AACS", | |
| "AADAT", | |
| "ABCC3", | |
| "ABHD12", | |
| "ABCC6", | |
| "ABCC2", | |
| "ABCG4", | |
| "ABHD6", | |
| "ACTL7A", | |
| "ABRAXAS2", | |
| "ABCC6P1", | |
| "ABCC5", | |
| "ACKR1", | |
| "ABL1", | |
| "A2M", | |
| "ABCA3", | |
| "ABCB5", | |
| "ABHD12B", | |
| "ACTL7B", | |
| "ABCB8", | |
| "ACP5", | |
| "ABCG1", | |
| "AASDHPPT", | |
| "AADACL4", | |
| "ABCB7", | |
| "ABCC13", | |
| "ACBD3", | |
| "ABCC8", | |
| "ABHD1", | |
| "ABHD8", | |
| "AARS1", | |
| "ACOXL", | |
| "ACAA2", | |
| "ABCA11P", | |
| "ABCA17P", | |
| "ABCA8", | |
| "ABCF1", | |
| "ADAM2", | |
| "ABCD4", | |
| "ABHD18", | |
| "ACAD11", | |
| "ABHD16B", | |
| "AARSD1", | |
| "ABI3BP", | |
| "ACTR3C", | |
| "ACBD6", | |
| "ABT1", | |
| "ACKR4", | |
| "ABTB2", | |
| "ABCA5", | |
| "ACIN1", | |
| "AATF", | |
| "ACMSD", | |
| "ACTC1", | |
| "ABO", | |
| "ACOT11", | |
| "ABCC10", | |
| "ACOT13", | |
| "ACTMAP", | |
| "ACOT12", | |
| "ACER2", | |
| "ABCA10", | |
| "ACTBL2", | |
| "ACOX1", | |
| "ACAP2", | |
| "ADAM5", | |
| "ADAMTS13", | |
| "ACSS2", | |
| "ADAMTS15", | |
| "ABCA9", | |
| "ACTN2", | |
| "ACY3", | |
| "ABCA2", | |
| "ABCG8", | |
| "ACTR10", | |
| "AAAS", | |
| "ACTA1", | |
| "ACADL", | |
| "ACACA", | |
| "ACOT1", | |
| "ACAD9", | |
| "ACSF3", | |
| "ADAMTS6", | |
| "ACTN1", | |
| "ADARB2-AS1", | |
| "ACAD8", | |
| "ACAT1", | |
| "ACP1", | |
| "CLVS2", | |
| "ACLY", | |
| "ACKR3", | |
| "ADH6", | |
| "ACSM2B", | |
| "ASB11", | |
| "ADAM11", | |
| "ADAMTS19", | |
| "ASTL", | |
| "ACOX3", | |
| "AADAC", | |
| "ACO2", | |
| "ACACB", | |
| "ACTL8", | |
| "ARHGAP44", | |
| "ACD", | |
| "AGBL3", | |
| "DPPA5", | |
| "AFP", | |
| "ACSBG1", | |
| "ADAMTS2", | |
| "ACSBG2", | |
| "ABCD1", | |
| "ACAN", | |
| "ADAM3A", | |
| "A1CF", | |
| "CCDC126", | |
| "ADD1", | |
| "ABCG5", | |
| "ANKS1B", | |
| "ACP3", | |
| "ADAMTSL2", | |
| "ADORA2B", | |
| "AQP6", | |
| "ADCY8", | |
| "ACYP1", | |
| "ACVR2A", | |
| "ABCA4", | |
| "CAPZA3", | |
| "ADGRG2", | |
| "ACP7", | |
| "ADRA2B", | |
| "ARID2", | |
| "ALPI", | |
| "ACTN4", | |
| "AMHR2", | |
| "ACSS1", | |
| "ACBD7", | |
| "ACADSB", | |
| "ABCC1", | |
| "AOX2P", | |
| "ACTR1A", | |
| "ACE2", | |
| "AJM1", | |
| "ACOT6", | |
| "ANKDD1A", | |
| "ADHFE1", | |
| "ALKBH2", | |
| "ADAMTS1", | |
| "ADAMTS17", | |
| "ANKRD2", | |
| "AKAP3", | |
| "AKR1C1", | |
| "ZNF385B", | |
| "ACTL6B", | |
| "ARHGAP40", | |
| "ADORA3", | |
| "ABHD14A", | |
| "AIPL1", | |
| "ADCY4", | |
| "ABCC12", | |
| "ABHD15", | |
| "ADGRB1", | |
| "ACTB", | |
| "ADAM23", | |
| "AKR1C8", | |
| "ALYREF", | |
| "ANTXRL", | |
| "ADAM29", | |
| "CHST6", | |
| "ACAT2", | |
| "APOA4", | |
| "ADRB1", | |
| "C12orf50", | |
| "AMPH", | |
| "ALX4", | |
| "ADAM21", | |
| "ACTL9", | |
| "ACCSL", | |
| "ACSL6", | |
| "LCORL", | |
| "BEGAIN", | |
| "AP2A1", | |
| "ANKRD37", | |
| "ALAD", | |
| "ACP6", | |
| "ADA2", | |
| "ADCY10", | |
| "AATK", | |
| "ACAP3", | |
| "ACSL3", | |
| "ADAMTS12", | |
| "CLDN6", | |
| "ANGPT4", | |
| "AFG2A", | |
| "ADAMTS3", | |
| "ARGFXP2", | |
| "ABCA7", | |
| "AP4B1", | |
| "ACCS", | |
| "CACNA1E", | |
| "ALG12", | |
| "ACER1", | |
| "ABCF2", | |
| "ABR", | |
| "C1orf174", | |
| "CA5A", | |
| "ANKDD1B", | |
| "C1QL4", | |
| "AMMECR1L", | |
| "ADAM32", | |
| "IDI2", | |
| "BTN1A1", | |
| "ABCA13", | |
| "MYH4", | |
| "ACTG1", | |
| "APOH", | |
| "AARD", | |
| "ACVR1C", | |
| "AGR3", | |
| "ACSL5", | |
| "BIRC8", | |
| "ANKHD1", | |
| "CLIC2", | |
| "ABCD3", | |
| "ALG10B", | |
| "ANXA2R", | |
| "ARHGEF7", | |
| "CFAP95", | |
| "PAX5", | |
| "AFM", | |
| "ACOT7", | |
| "ANKRD20A1", | |
| "APOL2", | |
| "ATXN8OS", | |
| "ADO", | |
| "SAXO1", | |
| "AGAP1", | |
| "AK7", | |
| "ADH1B", | |
| "ACP4", | |
| "ADA", | |
| "AKR1D1", | |
| "C15orf40", | |
| "ACVR1B", | |
| "AGMO", | |
| "ACAP1", | |
| "BARX1", | |
| "C1orf185", | |
| "ALDOA", | |
| "CCDC32", | |
| "ABCB1", | |
| "ADAP2", | |
| "BCORL1", | |
| "BAD", | |
| "ACRBP", | |
| "AGT", | |
| "ABCB10", | |
| "ADAD2", | |
| "ADRB3", | |
| "AASDH", | |
| "OR52L1", | |
| "ADAM8", | |
| "B3GNT3", | |
| "AKR1C4", | |
| "CCL22", | |
| "ABCB6", | |
| "ARID3A", | |
| "ADCYAP1R1", | |
| "BPIFC", | |
| "ADGB", | |
| "ALDOC", | |
| "ACTR3B", | |
| "PWRN1", | |
| "BTLA", | |
| "AIRIM", | |
| "C11orf16", | |
| "ADAP1", | |
| "AKR1E2", | |
| "CR2", | |
| "AOPEP", | |
| "CCSER1", | |
| "ADAM20", | |
| "CRISP2", | |
| "CHRNA6", | |
| "CLGN", | |
| "IGSF5", | |
| "ABRACL", | |
| "CELA3A", | |
| "FGF14-IT1", | |
| "AHRR", | |
| "ACO1", | |
| "BCL2L14", | |
| "CD177", | |
| "ALDH3B2", | |
| "ACTG2", | |
| "RMDN2", | |
| "ACP2", | |
| "AKAP6", | |
| "ACRV1", | |
| "ANKRD24", | |
| "ASCL1", | |
| "AASS", | |
| "BRIX1", | |
| "AAGAB", | |
| "BTN3A1", | |
| "ABCA12", | |
| "ATP4B", | |
| "APOBEC3H", | |
| "AKR1A1", | |
| "AKIRIN1", | |
| "SIAH1", | |
| "BEST4", | |
| "OR4K5", | |
| "ABHD17C", | |
| "ABTB3", | |
| "ALKBH5", | |
| "ASPH", | |
| "APLF", | |
| "CATSPERE", | |
| "HAUS7", | |
| "ARC", | |
| "CRX", | |
| "ACADVL", | |
| "ACR", | |
| "ADAMTSL4-AS1", | |
| "ALDH1A2", | |
| "ABRAXAS1", | |
| "TAAR1", | |
| "ATOH1", | |
| "CPXCR1", | |
| "AKT1", | |
| "ALS2", | |
| "ABCC11", | |
| "BMP15", | |
| "FLJ40194", | |
| "ADM5", | |
| "OR5D16", | |
| "CDH19", | |
| "ACSM1", | |
| "CCDC54", | |
| "BMAL1", | |
| "HORMAD1", | |
| "ANKRD53", | |
| "GOLGB1", | |
| "ASB4", | |
| "ADH7", | |
| "CAPN11", | |
| "ANKRD22", | |
| "CIB2", | |
| "AKT2", | |
| "BFSP2", | |
| "ADAM33", | |
| "GABRG3", | |
| "ALDH1B1", | |
| "CDHR4", | |
| "EXOC3L2", | |
| "OR52E4", | |
| "LGALS14", | |
| "DOCK8-AS1", | |
| "FBXL13", | |
| "APP", | |
| "PLAT", | |
| "TTTY12", | |
| "BATF2", | |
| "BIRC7", | |
| "NUTM2F", | |
| "NANOS2", | |
| "BEND2", | |
| "ALOXE3", | |
| "ADH1C", | |
| "ASCL2", | |
| "SFTPA2", | |
| "ALPK1", | |
| "BST2", | |
| "SERPIND1", | |
| "ANK2", | |
| "AGGF1", | |
| "LIX1", | |
| "ANKRD18A", | |
| "OR6K6", | |
| "ATP2A1", | |
| "CCL25", | |
| "ANP32D", | |
| "S100G" | |
| ], | |
| "Coefficient": [ | |
| -0.14623850321894385, | |
| -0.14187731461672312, | |
| -0.13995336122947882, | |
| 0.12926497178263122, | |
| -0.10773904877644569, | |
| 0.09514498769464459, | |
| 0.08339540029651672, | |
| -0.08309124277738776, | |
| 0.0812655315351669, | |
| -0.07575165632664584, | |
| -0.06756922602617096, | |
| 0.06355629700563672, | |
| 0.06063389044131583, | |
| -0.0598344309374916, | |
| -0.058770652267016665, | |
| 0.03970418082448349, | |
| -0.03921202160855057, | |
| 0.038353774153649864, | |
| 0.03750030183490518, | |
| -0.03715217206149406, | |
| 0.033153007378203876, | |
| 0.033095023154149174, | |
| 0.032535514237188666, | |
| 0.03180635296688682, | |
| 0.031409800581491724, | |
| 0.029495719670194105, | |
| 0.028891471202505653, | |
| 0.028732664864838917, | |
| -0.02787855096381069, | |
| 0.02760339813170833, | |
| -0.025568145597176028, | |
| 0.024162914860958652, | |
| -0.02355391303429447, | |
| 0.023547845541266245, | |
| 0.023062373109840644, | |
| -0.022899990341538803, | |
| -0.022423029172646065, | |
| 0.021794957096832414, | |
| -0.021659886158810378, | |
| 0.02164847657001329, | |
| 0.020903604847866145, | |
| -0.020626081136456247, | |
| -0.020451667217936068, | |
| -0.019808439317146438, | |
| -0.019403163738143707, | |
| -0.018956520384368243, | |
| -0.018852653044124694, | |
| -0.018828073794008283, | |
| -0.0185481524897444, | |
| -0.018498139480205185, | |
| 0.018496200599052243, | |
| 0.018296572031981626, | |
| 0.018195092859026922, | |
| 0.017591131985403158, | |
| 0.017215514788307837, | |
| -0.016755653268518918, | |
| 0.016470560911708114, | |
| 0.015886472157561456, | |
| 0.015814909418681796, | |
| -0.015246642257489448, | |
| -0.015104418764800922, | |
| 0.014962127024157635, | |
| 0.014925834440079166, | |
| -0.014232609226311019, | |
| 0.013636889452182787, | |
| -0.013627129922175732, | |
| -0.013437321582158157, | |
| 0.01337027500570781, | |
| 0.013214267845751396, | |
| -0.013033766026957437, | |
| -0.012904634599804449, | |
| 0.01271399347514689, | |
| 0.012214327793739618, | |
| -0.011881761413755758, | |
| 0.011682136464523814, | |
| -0.011245647582366998, | |
| 0.011154783432411346, | |
| 0.011024616504485784, | |
| -0.010721029940833427, | |
| 0.01067311688037397, | |
| -0.010430757267054143, | |
| 0.010334717857494383, | |
| 0.010144276148590725, | |
| -0.010013090296284275, | |
| -0.009860048545718189, | |
| -0.009559877987282953, | |
| 0.009365214672642772, | |
| 0.00923744084055808, | |
| -0.00911008451248348, | |
| 0.009083634617352907, | |
| 0.009055668042864425, | |
| -0.008973400559914958, | |
| 0.008580134760596884, | |
| -0.008201877884414972, | |
| 0.008192851656286752, | |
| -0.008078308631393525, | |
| 0.00802856974351161, | |
| 0.007562321172898123, | |
| -0.007551614074801564, | |
| -0.0074927149317792555, | |
| -0.007402201870466853, | |
| 0.00685279298217632, | |
| 0.006366157324319737, | |
| 0.006280200262709238, | |
| 0.006246586386173007, | |
| -0.006038951584722407, | |
| -0.005756809110184155, | |
| -0.005701554900267561, | |
| 0.00567873686703276, | |
| 0.005650724960512455, | |
| 0.005513136483433866, | |
| 0.005492658373207357, | |
| 0.005273064297675152, | |
| -0.0049099788556550925, | |
| 0.004893577049214108, | |
| 0.004891541627489954, | |
| -0.004880541295520206, | |
| -0.004778895709993434, | |
| 0.004387405807886167, | |
| 0.004346503955099061, | |
| -0.004267225942467397, | |
| -0.00422570875620063, | |
| 0.004205380032859154, | |
| 0.004154246873230998, | |
| -0.003993601114378302, | |
| 0.003978549305721784, | |
| 0.0038450645443402947, | |
| 0.0038176076454109033, | |
| 0.0038061218782436844, | |
| 0.003774222962575356, | |
| 0.0037575229858176754, | |
| -0.003734334098001133, | |
| 0.0035699873570866096, | |
| 0.0035643397710897395, | |
| -0.0035383577662603874, | |
| 0.003505800101740792, | |
| 0.0034858045827272574, | |
| 0.003480802256448879, | |
| -0.003464877879758771, | |
| 0.0034631970171109063, | |
| -0.0034505412385681515, | |
| -0.0034160832232503794, | |
| 0.003360969869006496, | |
| 0.0033211357925328013, | |
| 0.0033084635625625415, | |
| -0.003236858468183662, | |
| 0.003159975897123273, | |
| 0.0031452553809492574, | |
| -0.0031233829220255723, | |
| 0.0029922986902441717, | |
| -0.002974404384069305, | |
| -0.0029696696126746604, | |
| -0.002944323739169203, | |
| 0.002923494238645334, | |
| -0.0028912616533752055, | |
| -0.0028190017684538342, | |
| 0.002807491088869613, | |
| 0.002802349172398778, | |
| -0.002761768132023992, | |
| -0.002761667419826354, | |
| 0.002757950777935899, | |
| -0.002738894645426195, | |
| -0.0027101440669375612, | |
| -0.002706835017126896, | |
| 0.002669261083037897, | |
| -0.002652421233945262, | |
| 0.00261787212055393, | |
| -0.002587423540253242, | |
| 0.0025614173237321694, | |
| -0.002467824525822825, | |
| -0.0024641100560530505, | |
| 0.002438895723177633, | |
| -0.002421501655001579, | |
| 0.0022847601790292062, | |
| -0.002269161003080296, | |
| -0.0021536323347545534, | |
| 0.002126314821313167, | |
| 0.0021214175219000505, | |
| -0.0021010496841917872, | |
| 0.002095333844779675, | |
| -0.0020847589414580924, | |
| -0.001983506219875433, | |
| 0.001973095978653527, | |
| 0.0019694494467681956, | |
| -0.0019644761035704896, | |
| -0.001955030777005399, | |
| -0.0019510027242099226, | |
| 0.0019139630781254899, | |
| 0.001913279321476041, | |
| -0.0018769328887285196, | |
| 0.001862512586856363, | |
| -0.0018391887839439226, | |
| 0.0017659343534973293, | |
| -0.001760561542618906, | |
| 0.0017473930850321056, | |
| 0.0017404917550766646, | |
| 0.0017270647766625623, | |
| -0.001678587309983345, | |
| 0.0016573083408356597, | |
| 0.0016570867909398007, | |
| 0.001602558720978645, | |
| -0.0015886262202294513, | |
| 0.001580138752534416, | |
| -0.0015797015356247494, | |
| -0.0015362574969828673, | |
| -0.0015150287416637012, | |
| 0.0015047594084842135, | |
| -0.00148561623397593, | |
| 0.0014538071193565241, | |
| -0.0014389925585170055, | |
| -0.0014160644708622317, | |
| -0.0013844735380459507, | |
| 0.0013449812667352527, | |
| 0.0013344274976185475, | |
| 0.0013077354784210302, | |
| 0.001302907981297332, | |
| -0.0012913461322426225, | |
| -0.0012883803784860602, | |
| 0.0012868977015668922, | |
| -0.0012630751250310036, | |
| -0.0012559464368226171, | |
| 0.0012551634652626191, | |
| 0.0012536626758922382, | |
| -0.0012411699214821433, | |
| 0.0012270004756321953, | |
| -0.0011718549541926912, | |
| 0.00116549751732491, | |
| -0.001164052396429295, | |
| -0.0011548301024241641, | |
| 0.0011373467153494847, | |
| -0.0011254525186634946, | |
| -0.0011225954671721244, | |
| -0.0011159162170821552, | |
| 0.0010895185461676973, | |
| 0.0010789436728687236, | |
| -0.0010470690004758172, | |
| 0.0010382303107707841, | |
| -0.0010277614126800903, | |
| -0.0009650537202071598, | |
| 0.0009358742225633301, | |
| -0.0009351617609288674, | |
| 0.0009280687975321816, | |
| -0.0009028467254791285, | |
| 0.0008661576547552844, | |
| 0.0008657230865411231, | |
| -0.0008580264304461487, | |
| -0.0008008782754862941, | |
| -0.000798619959474825, | |
| 0.0007948292828312415, | |
| 0.0007650998201245042, | |
| 0.000750450748553067, | |
| 0.0007403854513370274, | |
| 0.0007296092508124638, | |
| 0.0007119353990863136, | |
| -0.0006861581112428008, | |
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| 5.0045442203216235e-06, | |
| 2.8092134180537136e-06, | |
| -4.715607252833682e-07 | |
| ], | |
| "Absolute Coefficient": [ | |
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| 0.14187731461672312, | |
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| 1.1505993725659772e-05, | |
| 1.1305671022733453e-05, | |
| 8.470736174337106e-06, | |
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| 6.6275031990473685e-06, | |
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| 5.0045442203216235e-06, | |
| 2.8092134180537136e-06, | |
| 4.715607252833682e-07 | |
| ] | |
| }, | |
| "cv_performance": { | |
| "prediction": { | |
| "accuracy": 87.5, | |
| "precision": 91.0, | |
| "recall": 88.0, | |
| "f1": 88.88888888888889 | |
| }, | |
| "selection": { | |
| "precision": 0.8573562701413661, | |
| "recall": 2.3622047244094486, | |
| "f1": 1.2574027748349215, | |
| "jaccard": 0.6331760306537623 | |
| } | |
| } | |
| } |