| { | |
| "significant_genes": { | |
| "Variable": [ | |
| "AADAC", | |
| "ABCB4", | |
| "ABCD1P2", | |
| "AAK1", | |
| "AARSD1", | |
| "AARS2", | |
| "AANAT", | |
| "A2M", | |
| "A2ML1", | |
| "AAMP", | |
| "ACMSD", | |
| "ABCC13", | |
| "AATF", | |
| "AACSP1", | |
| "A2M-AS1", | |
| "ACCS", | |
| "ACSF3", | |
| "A1CF", | |
| "ABHD1", | |
| "ABCD2", | |
| "ABCC10", | |
| "ACOX1", | |
| "ACAP3", | |
| "AASDH", | |
| "A4GALT", | |
| "ACSBG2", | |
| "ABCC11", | |
| "AAGAB", | |
| "ABCF1", | |
| "ABHD12", | |
| "ABCA6", | |
| "ABCA3", | |
| "ABTB3", | |
| "ABAT", | |
| "ACOD1", | |
| "ABCC5", | |
| "ACOT8", | |
| "ABCC6P1", | |
| "ACTN3", | |
| "ABCF3", | |
| "AADACL2", | |
| "ACACB", | |
| "ABCA2", | |
| "ABCC1", | |
| "A1BG", | |
| "ACKR2", | |
| "ABLIM3", | |
| "AAR2", | |
| "ACAA2", | |
| "AA06", | |
| "ABL2", | |
| "ACOX2", | |
| "ACP5", | |
| "ADAMTS15", | |
| "ACKR1", | |
| "ACOT12", | |
| "ACTL9", | |
| "ACTR3B", | |
| "ABCB9", | |
| "ACE", | |
| "ACTR3C", | |
| "ACAP1", | |
| "ABCB7", | |
| "ABTB1", | |
| "ABI1", | |
| "AACS", | |
| "ADAMTS10", | |
| "ABHD4", | |
| "ACTG2", | |
| "ACBD6", | |
| "ABLIM2", | |
| "ABCA1", | |
| "ACTB", | |
| "ABHD10", | |
| "ACSL4", | |
| "ACP1", | |
| "ACOT11", | |
| "ABCB1", | |
| "ACSBG1", | |
| "ACTL6A", | |
| "ACTC1", | |
| "ACSM1", | |
| "ABCD1", | |
| "ACTR5", | |
| "ACTN2", | |
| "ACTA2-AS1", | |
| "ADAT3", | |
| "ADAM10", | |
| "ABR", | |
| "ABI3BP", | |
| "ACTR3P2", | |
| "ABHD2", | |
| "ACR", | |
| "ACBD4", | |
| "ACAA1", | |
| "ADAMTS18", | |
| "ABTB2", | |
| "ABITRAM", | |
| "ACAT1", | |
| "ABHD13", | |
| "ABHD16B", | |
| "ABRAXAS2", | |
| "ACSM2B", | |
| "ACOT7", | |
| "ACSS2", | |
| "ACIN1", | |
| "ADAMTS7", | |
| "ACSM3", | |
| "ABCA5", | |
| "ABCA4", | |
| "ACAD10", | |
| "ADGRL2", | |
| "ABCC12", | |
| "ACTBP9", | |
| "ACSS1", | |
| "ACE2", | |
| "A2MP1", | |
| "ABCD4", | |
| "ACTR3", | |
| "AASS", | |
| "ABCA12", | |
| "ACAD9", | |
| "ACTR3BP5", | |
| "ACVR2B", | |
| "A1BG-AS1", | |
| "ABHD17C", | |
| "ABHD11", | |
| "ACTA1", | |
| "ACSS3", | |
| "ABHD14A", | |
| "ADAMTS4", | |
| "ABCA9", | |
| "ACY3", | |
| "ABCD3", | |
| "ACKR4", | |
| "ADAM18", | |
| "ACAP2", | |
| "ABT1", | |
| "ABHD6", | |
| "ACTR2", | |
| "ABHD16A", | |
| "AFF1", | |
| "ABCC8", | |
| "ACVR1B", | |
| "ABHD18", | |
| "ADAM7", | |
| "A4GNT", | |
| "ABHD3", | |
| "ADAM1A", | |
| "AICDA", | |
| "ACTR3BP2", | |
| "ADGRE3", | |
| "ADPRHL1", | |
| "ALOX15B", | |
| "ABI2", | |
| "ABCB10", | |
| "ABHD15", | |
| "ADGRG4", | |
| "ADAMTS3", | |
| "ACAD8", | |
| "ACTG1P4", | |
| "ACRBP", | |
| "ACYP1", | |
| "ADAM6", | |
| "ADRA2C", | |
| "ADGRA2", | |
| "ACBD3", | |
| "ACAT2", | |
| "ADD2", | |
| "ACTL7A", | |
| "ADAMTS6", | |
| "ABHD12B", | |
| "ADAM12", | |
| "ABHD17B", | |
| "ADRA2B", | |
| "ACP2", | |
| "ADSS1", | |
| "ADAM8", | |
| "ABHD17A", | |
| "ADAM30", | |
| "ADGRE1", | |
| "ADM5", | |
| "ACTRT2", | |
| "ADAM5", | |
| "AGPS", | |
| "ACSM5", | |
| "ABCA13", | |
| "ACVRL1", | |
| "AATK", | |
| "ACTA2", | |
| "ADAMTSL1", | |
| "ABCE1", | |
| "ABCF2", | |
| "ACTL6B", | |
| "AFG2B", | |
| "ADGRV1", | |
| "ABCG2", | |
| "ABCC6", | |
| "ADGRF2P", | |
| "ACAD11", | |
| "ADAM2", | |
| "APOH", | |
| "ABCC2", | |
| "CCS", | |
| "ADPGK", | |
| "B3GNT2", | |
| "ABCC4", | |
| "ADGRG2", | |
| "AMN1", | |
| "ACTL7B", | |
| "AGFG1", | |
| "ACTL10", | |
| "AMBP", | |
| "AMN", | |
| "ACVR1C", | |
| "ADGRD1", | |
| "ANKRD35", | |
| "ANGPT4", | |
| "ASCL5", | |
| "AP3B2", | |
| "ACSM2A", | |
| "ADCK1", | |
| "KRTAP4-1", | |
| "AKAIN1", | |
| "ANG", | |
| "ABCG1", | |
| "AKAP17A", | |
| "AGTR1", | |
| "ADSS2", | |
| "ALOX12", | |
| "ADORA3", | |
| "ABCA7", | |
| "ABCB5", | |
| "ADAMTS1", | |
| "AFG2A", | |
| "ADCYAP1R1", | |
| "ADH1C", | |
| "AAMDC", | |
| "ADAMTS20", | |
| "ADAMTSL2", | |
| "AHSG", | |
| "BTF3P13", | |
| "AEBP1", | |
| "ABRA", | |
| "AFAP1L2", | |
| "ABL1", | |
| "ANAPC4", | |
| "AARS1", | |
| "ABI3", | |
| "ADAP2", | |
| "AOX1", | |
| "ACOT9", | |
| "ABCG8", | |
| "ADGRL4", | |
| "AKNA", | |
| "ARID4B", | |
| "AIMP1", | |
| "ALKBH8", | |
| "DNAAF10", | |
| "ACTR8", | |
| "ANKRD20A8P", | |
| "ACTR6", | |
| "ADCY5", | |
| "BARX1", | |
| "ADAM29", | |
| "CCDC171", | |
| "AKIRIN1", | |
| "ADRB3", | |
| "ANXA2P2", | |
| "ANXA8", | |
| "ANPEP", | |
| "ARMCX2", | |
| "ASXL1", | |
| "ARC", | |
| "C1orf159", | |
| "APPL2", | |
| "ADARB2-AS1", | |
| "ACSL3", | |
| "ADH4", | |
| "ANP32CP", | |
| "AIM2", | |
| "CLEC3A", | |
| "CHAC1", | |
| "ADAMTS13", | |
| "BORCS6", | |
| "ADAM9", | |
| "ADGRG1", | |
| "CAPN13", | |
| "AGGF1", | |
| "ADGRE2", | |
| "AKAP3", | |
| "ANLN", | |
| "GCSAM", | |
| "ADH1A", | |
| "ANKRD65", | |
| "ANKRD17", | |
| "CARD9", | |
| "AK9", | |
| "KRT4", | |
| "CD276", | |
| "EXOC3-AS1", | |
| "ABCA17P", | |
| "ACBD5", | |
| "ACOT1", | |
| "AFM", | |
| "BMP2K", | |
| "CHADL", | |
| "ANGEL1", | |
| "AMOT", | |
| "ASNS", | |
| "BTN3A1", | |
| "ENPP6", | |
| "ATP1A3", | |
| "AMFR", | |
| "C8orf58", | |
| "ALPI", | |
| "ACER1", | |
| "AZGP1P1", | |
| "ALS2", | |
| "ALKBH6", | |
| "HORMAD1", | |
| "ABHD5", | |
| "CTH", | |
| "AFTPH", | |
| "CNTLN", | |
| "ANK1", | |
| "APH1B", | |
| "C6orf141", | |
| "ALG6", | |
| "ALX3", | |
| "ADARB1", | |
| "UROC1", | |
| "IRS4", | |
| "ADCK5", | |
| "ALPL", | |
| "CYTH3", | |
| "SCP2D1-AS1", | |
| "CD36", | |
| "AFMID", | |
| "AKT1", | |
| "ANKLE2", | |
| "ALX4", | |
| "ASGR2", | |
| "ACSL5", | |
| "AADAT", | |
| "KCNQ3", | |
| "AHCY", | |
| "ADAT1", | |
| "AHCYL1", | |
| "AFAP1", | |
| "ACD", | |
| "ACAN", | |
| "ANKS3", | |
| "CHRDL1", | |
| "CLVS1", | |
| "ANXA5", | |
| "AURKAP1", | |
| "AIG1", | |
| "DCX", | |
| "ARLN", | |
| "BMAL2-AS1", | |
| "ARK2C", | |
| "ATOSA", | |
| "AGBL2", | |
| "AGMAT", | |
| "BRIX1", | |
| "JMJD4", | |
| "ADA", | |
| "AJUBA", | |
| "ALG14", | |
| "ASB10", | |
| "ADGRG3", | |
| "ADAM3B", | |
| "ALDH7A1", | |
| "B4GALT5", | |
| "AP4E1", | |
| "ARHGAP36", | |
| "EGFL7", | |
| "KRTAP3-3", | |
| "CATIP-AS1", | |
| "GYPB", | |
| "AKIP1", | |
| "ATP6V0A2", | |
| "CC2D1B", | |
| "AGA", | |
| "ATMIN", | |
| "AOC4P", | |
| "SDS", | |
| "ABRAXAS1", | |
| "AIRE", | |
| "ATF7IP2", | |
| "ALX1", | |
| "ADORA1", | |
| "KLHL25", | |
| "AGO1", | |
| "KANK1", | |
| "ASPRV1", | |
| "AMER1", | |
| "C1QTNF2", | |
| "C3P1", | |
| "ALDH3A1", | |
| "ADARB2", | |
| "ANOS2P", | |
| "ALAS1", | |
| "ACKR3", | |
| "ADGRL1", | |
| "APBA2", | |
| "ADD3", | |
| "AGPAT3", | |
| "ACOT13", | |
| "ACO1", | |
| "BFSP2-AS1", | |
| "ASPA", | |
| "CCNE2", | |
| "AFP", | |
| "ERCC6", | |
| "PRR23D1", | |
| "DIABLO", | |
| "AIFM1", | |
| "ARF1P1", | |
| "SSX2B", | |
| "PNPLA5", | |
| "ANGPT1", | |
| "GTF2H1", | |
| "C20orf202", | |
| "PTGES", | |
| "DPH2", | |
| "CENPA", | |
| "ASCC3", | |
| "ATP23", | |
| "ZNF34", | |
| "ARHGAP12", | |
| "MARCHF4", | |
| "ARHGDIG", | |
| "AGPAT4", | |
| "CBY3", | |
| "ABHD8", | |
| "CARS1-AS1", | |
| "ARFIP1", | |
| "CNPY4", | |
| "CYP3A51P", | |
| "ZNF660", | |
| "BORCS8", | |
| "SLC28A2", | |
| "MOCOS", | |
| "ACHE", | |
| "C3orf49", | |
| "CATSPER2", | |
| "APC2", | |
| "CSMD3", | |
| "AGPAT2", | |
| "FXYD7", | |
| "BEX4", | |
| "GSTM5", | |
| "C8orf33", | |
| "AGBL3", | |
| "SLC12A3", | |
| "ARF5", | |
| "ALDH1A3", | |
| "CEACAM4", | |
| "ALOX12B", | |
| "CAMK2B", | |
| "BRAF", | |
| "ALDH3B2", | |
| "ADGRF5", | |
| "BTF3P12", | |
| "VKORC1L1", | |
| "FOXP1-AS1", | |
| "EPS15P1", | |
| "ANKH", | |
| "HOXC8", | |
| "GRPR", | |
| "EBF2", | |
| "ALG5", | |
| "ARHGEF18", | |
| "LIG4", | |
| "HCG27", | |
| "AFDN", | |
| "IQCF4P", | |
| "FDXACB1", | |
| "ADAM32", | |
| "SYT4", | |
| "SMLR1", | |
| "BEND5", | |
| "APOBEC3B", | |
| "AGAP2", | |
| "APBB2", | |
| "PLCB1", | |
| "FAM13A", | |
| "ATP11A", | |
| "APOBEC3C", | |
| "MKX", | |
| "CPS1", | |
| "CACNA2D1", | |
| "ARHGAP11B", | |
| "CLTCL1", | |
| "CDC27", | |
| "AMT", | |
| "DEPDC1-AS1", | |
| "HMCN2", | |
| "FGD4", | |
| "INTS14", | |
| "ASPM", | |
| "CTSF", | |
| "FRRS1", | |
| "ENTHD1", | |
| "TEDC2", | |
| "SLC25A2", | |
| "ANXA8L1", | |
| "PRR23D2" | |
| ], | |
| "Coefficient": [ | |
| 0.11020192603040901, | |
| 0.09007980556044945, | |
| -0.08801204038674815, | |
| -0.07775960004650222, | |
| -0.0732891982405182, | |
| -0.0659437953501503, | |
| 0.06544427532928543, | |
| -0.06090374414455381, | |
| 0.05954680668088662, | |
| 0.05921282828249902, | |
| -0.0567044245336821, | |
| 0.05626178647755767, | |
| 0.05612027717007501, | |
| 0.05590821486389256, | |
| 0.0535789188089669, | |
| 0.05333925176040439, | |
| 0.0531967622810531, | |
| -0.052097246263067463, | |
| -0.049422241377101765, | |
| -0.049408265136784785, | |
| 0.04882085315632465, | |
| -0.04776277997399655, | |
| -0.044846289594973346, | |
| -0.04444633854044055, | |
| -0.04336359243391896, | |
| -0.04284002841021241, | |
| -0.04279739037856864, | |
| 0.040904701822263016, | |
| -0.03992183053043965, | |
| 0.039857081820170795, | |
| -0.03960081640759349, | |
| -0.03959094353398789, | |
| -0.03920044406319267, | |
| 0.03827495368431995, | |
| -0.0376539047765869, | |
| 0.03746987580541766, | |
| 0.035352162310286143, | |
| -0.03506845846344459, | |
| -0.03494314439638954, | |
| -0.034598469369091375, | |
| -0.03382868593189793, | |
| 0.033431892868487835, | |
| -0.03336204131142364, | |
| -0.03297768618004911, | |
| -0.03278881753042383, | |
| 0.03248438819532081, | |
| 0.03059792754176275, | |
| -0.029835754709300343, | |
| 0.02915346377266345, | |
| 0.02903260634181587, | |
| 0.028925872438448293, | |
| 0.02849746122932486, | |
| 0.02785505382053418, | |
| -0.027734639862425452, | |
| 0.027141589670967487, | |
| 0.02613736214439966, | |
| -0.02596970066096897, | |
| 0.025119773167640042, | |
| 0.024948098890364964, | |
| -0.024882813091400308, | |
| -0.024154148462170694, | |
| -0.023724870367505712, | |
| -0.023559438755048005, | |
| -0.023515051870698873, | |
| 0.02343957062585355, | |
| -0.023439184980318786, | |
| -0.02332595395394605, | |
| 0.02305105475568078, | |
| 0.021865992341536973, | |
| -0.02172711069988031, | |
| -0.021292960049120412, | |
| -0.02123387131167527, | |
| -0.02104292489020331, | |
| 0.02096898576452986, | |
| -0.020720287884791255, | |
| 0.020561267853690793, | |
| 0.020413090971163277, | |
| -0.02004636513348725, | |
| -0.02000238676486676, | |
| 0.01943598451133866, | |
| 0.01891181583600789, | |
| 0.01856661947198982, | |
| -0.018244858812795594, | |
| 0.018080049628363078, | |
| 0.017944007437992404, | |
| 0.017439421860972137, | |
| -0.01721446340922727, | |
| 0.017010760282589722, | |
| -0.0169948333753295, | |
| -0.016874576600323345, | |
| 0.01671583152904611, | |
| 0.016519598397214817, | |
| 0.01592473906209675, | |
| 0.015863804677801997, | |
| 0.015427622127931102, | |
| 0.015181212545760726, | |
| 0.014776552741036501, | |
| 0.014720084916750876, | |
| -0.014616003876508826, | |
| 0.014551819920297708, | |
| 0.014395788160879113, | |
| -0.014247780905572814, | |
| 0.014240780509644651, | |
| 0.01422838098637566, | |
| 0.014007600735217956, | |
| 0.013859513385071421, | |
| 0.013651810217116422, | |
| -0.013641352522175947, | |
| -0.01350453740558629, | |
| -0.013376110834917968, | |
| 0.013303661419517911, | |
| 0.01326365967294268, | |
| -0.0131958363269441, | |
| -0.013183514651114607, | |
| -0.013048378581078351, | |
| 0.012978434362638114, | |
| 0.012943765324768496, | |
| -0.012904523955371347, | |
| 0.01287064227076251, | |
| 0.01286716507948502, | |
| -0.012858725075964715, | |
| 0.012858481130852008, | |
| 0.012506388018665134, | |
| -0.012404637517048208, | |
| 0.012287918037392579, | |
| 0.012051079371518668, | |
| 0.011812209133487229, | |
| -0.01174684660881188, | |
| 0.01172226374472497, | |
| 0.011654299444569116, | |
| -0.01159422486278809, | |
| -0.011564797066672535, | |
| 0.011491651735022833, | |
| -0.011374707065606315, | |
| -0.01087140479477028, | |
| 0.010814269141663222, | |
| 0.010728161106010329, | |
| 0.01066293121653646, | |
| 0.01056280119946482, | |
| 0.01035885884867639, | |
| -0.010042646740424299, | |
| 0.01002705994922278, | |
| 0.009796191962600996, | |
| -0.009789816575169296, | |
| 0.009606002904832637, | |
| 0.009501325904192594, | |
| 0.009465323791866435, | |
| 0.00925195837859597, | |
| -0.009140898836984565, | |
| -0.008996278972319903, | |
| 0.008647704352024487, | |
| 0.008559380459661498, | |
| 0.008337924805537703, | |
| -0.008199691877809874, | |
| 0.008157757822356117, | |
| -0.008153683135193948, | |
| -0.008046424063731227, | |
| -0.007990030199016078, | |
| -0.007654743558510006, | |
| -0.007527808647444335, | |
| 0.0075171185804626395, | |
| 0.00749476315060342, | |
| 0.007478036795581115, | |
| 0.007206334443458049, | |
| -0.007185548230210581, | |
| -0.006943505240016748, | |
| 0.006873751094661535, | |
| 0.006832958923257739, | |
| 0.006809935780281832, | |
| 0.0066885424988019585, | |
| 0.006545354862977004, | |
| 0.006522288232779365, | |
| -0.006509100712979942, | |
| -0.006494452733434427, | |
| 0.006441725591472445, | |
| 0.006436589177080717, | |
| -0.006428731878623399, | |
| -0.006366963704796406, | |
| 0.0063558323477636465, | |
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| ], | |
| "Absolute Coefficient": [ | |
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| }, | |
| "cv_performance": { | |
| "prediction": { | |
| "accuracy": 38.18181818181818, | |
| "precision": 43.238095238095234, | |
| "recall": 33.71428571428571, | |
| "f1": 35.70940170940171 | |
| }, | |
| "selection": { | |
| "precision": 0.3289687608062579, | |
| "recall": 4.999999999999999, | |
| "f1": 0.617297641828474, | |
| "jaccard": 0.30972352156076816 | |
| } | |
| } | |
| } |