| { | |
| "significant_genes": { | |
| "Variable": [ | |
| "ADGRG5", | |
| "ADH1C", | |
| "ABHD11", | |
| "ABHD18", | |
| "ABLIM1", | |
| "ABHD12", | |
| "ARHGAP40", | |
| "ANKS1B", | |
| "ACP3", | |
| "ABTB2", | |
| "ADAMTS4", | |
| "A1BG-AS1", | |
| "ACTG1", | |
| "ABO", | |
| "ACVR1B", | |
| "ADAM32", | |
| "AFM", | |
| "ADISSP", | |
| "CA11", | |
| "C8orf76", | |
| "ARMH3", | |
| "ASTL", | |
| "ANGPTL7", | |
| "AGMO", | |
| "TAF15", | |
| "AQP6", | |
| "ADARB1", | |
| "CLDN17", | |
| "ANKRD52", | |
| "AMY1B", | |
| "GPN3", | |
| "CYMP", | |
| "CDK3", | |
| "ACO2", | |
| "ANKUB1", | |
| "ACVR2B", | |
| "ADAM6", | |
| "ACSL3", | |
| "ABHD17AP1", | |
| "NAALADL2", | |
| "CPNE6", | |
| "ARID5B", | |
| "SLC26A4", | |
| "AMPD1", | |
| "CLDN22", | |
| "CLIC4", | |
| "CEP72", | |
| "ATXN7", | |
| "AKR1E2", | |
| "ABHD17A", | |
| "ACSM4", | |
| "PGBD5", | |
| "ZNF445", | |
| "ACKR3", | |
| "ADAMTSL4", | |
| "AP3D1", | |
| "ARMH4", | |
| "ABCG5", | |
| "C8B", | |
| "HCN1", | |
| "ADAM21", | |
| "FAM181A", | |
| "ADGRG1", | |
| "CMA1", | |
| "ASB12", | |
| "ALOX5AP", | |
| "EDARADD", | |
| "CASP12", | |
| "AAMDC", | |
| "DNAH7", | |
| "BRD1", | |
| "BPIFC", | |
| "A1BG", | |
| "AMPD2", | |
| "ADAMTSL4-AS1", | |
| "ATAD3B", | |
| "AQP1", | |
| "CCL3L3", | |
| "ACOX2", | |
| "AMD1", | |
| "AMBN", | |
| "BRF1", | |
| "AGXT", | |
| "ARL5C", | |
| "AKAP1", | |
| "CASP8AP2", | |
| "ARAF", | |
| "GPHB5", | |
| "ADAMTS2", | |
| "AKR1C4", | |
| "C22orf15", | |
| "HMBOX1", | |
| "PRAMEF13", | |
| "APOBEC3D", | |
| "FAM118B", | |
| "MIR651", | |
| "AMPD3", | |
| "DPH7", | |
| "ACOT13", | |
| "CC2D2A", | |
| "CAPN7", | |
| "HPGDS", | |
| "CALHM6", | |
| "FAM110D", | |
| "ATG4B", | |
| "ARL13A", | |
| "CRTAM", | |
| "ELL3", | |
| "BEAN1", | |
| "TMPRSS11F", | |
| "FERD3L", | |
| "OPN1MW", | |
| "ATP2A3", | |
| "AQP7P2", | |
| "ADPRS", | |
| "ALOX5", | |
| "ACAP1", | |
| "RIC1", | |
| "CLEC1A", | |
| "AGTRAP", | |
| "ASGR2", | |
| "ACVR2A", | |
| "COLEC12", | |
| "HOXD8", | |
| "NCR1", | |
| "GSTM5", | |
| "RNLS", | |
| "ATP6V1B1", | |
| "ANKRD37", | |
| "DNAH9", | |
| "ALDOC", | |
| "CPEB1", | |
| "STON1", | |
| "ELAPOR2", | |
| "BAX", | |
| "NOSTRIN", | |
| "EYA4", | |
| "ACOT1", | |
| "CFAP276", | |
| "ADAMTS1", | |
| "ANKRD34C", | |
| "GYS2", | |
| "CDCP1", | |
| "LINC00523", | |
| "GPLD1", | |
| "ATP13A1", | |
| "CHMP1B", | |
| "PKD1L2", | |
| "AKAP11", | |
| "ATRN", | |
| "AP2B1", | |
| "ADCK1", | |
| "CD300LD", | |
| "ADAMTS12", | |
| "APOL2", | |
| "SON", | |
| "C20orf204", | |
| "PDIA3P1", | |
| "AURKAP1", | |
| "NOTUM", | |
| "GGT1", | |
| "RASAL2", | |
| "MRGPRX2", | |
| "ANXA1", | |
| "FAM174B", | |
| "BCLAF1", | |
| "ALKBH2", | |
| "C20orf96", | |
| "AOX1", | |
| "ADAP1", | |
| "DOK6", | |
| "SCARNA7", | |
| "IL20", | |
| "ASTN1", | |
| "GRIP2", | |
| "ASB17", | |
| "MIR1238", | |
| "FAM90A11", | |
| "ASCC1", | |
| "ATP2A1", | |
| "C5orf46", | |
| "ADCY3", | |
| "ADNP", | |
| "COMTD1", | |
| "APOBEC3G", | |
| "OR2B2", | |
| "EAPP", | |
| "ATXN2L", | |
| "ANKRD13C-DT", | |
| "AKR7A3", | |
| "ABCC11", | |
| "CCL3L1", | |
| "ARPC3", | |
| "BARHL1", | |
| "CAMSAP3", | |
| "APH1B", | |
| "PIK3C2B", | |
| "ANAPC5", | |
| "SNORD105", | |
| "SNORA5B", | |
| "RBM19", | |
| "PAIP2B", | |
| "AGBL2", | |
| "KRTAP6-3", | |
| "AFAP1L1", | |
| "ZNF8", | |
| "GPR180", | |
| "BCKDK", | |
| "SLC39A5", | |
| "TRIM46", | |
| "ARCN1", | |
| "NCAPH", | |
| "FEZ1", | |
| "RARRES1", | |
| "MMP23A", | |
| "ATP11C", | |
| "ANKS3", | |
| "C10orf120", | |
| "ZNF396", | |
| "PSPC1", | |
| "C17orf67", | |
| "BIRC6", | |
| "SERPINA6", | |
| "TNFRSF6B" | |
| ], | |
| "Coefficient": [ | |
| -0.05309119923925017, | |
| 0.05191886347522421, | |
| -0.04321068891481557, | |
| 0.04199080248042255, | |
| 0.034725853295098356, | |
| -0.03179363101233131, | |
| 0.03017183927159815, | |
| -0.023963116123524513, | |
| -0.02198350463538237, | |
| -0.02024998917100021, | |
| -0.019964551087688118, | |
| 0.019687246417037285, | |
| -0.019432880464825983, | |
| 0.017968578505618324, | |
| -0.01793482784318514, | |
| 0.017682632815679132, | |
| 0.017682228497044292, | |
| -0.01740334369101399, | |
| 0.017124678196116475, | |
| -0.016612423034719218, | |
| 0.01651369081163283, | |
| 0.016448914140149578, | |
| -0.015677138225195182, | |
| 0.015514664146526528, | |
| 0.014937535199162681, | |
| -0.01485751846925645, | |
| 0.014582894711428646, | |
| 0.01438735952966369, | |
| 0.014299126572158713, | |
| -0.013974543018705746, | |
| -0.0134743624380601, | |
| -0.013455119619503703, | |
| -0.013245843540984221, | |
| 0.012913817655591178, | |
| -0.012891064189618962, | |
| 0.012415101151840156, | |
| -0.012218113515022935, | |
| -0.012216257672248564, | |
| -0.0117883218679558, | |
| -0.01114787812504753, | |
| 0.01080421150609741, | |
| 0.01074525786394875, | |
| -0.010485775134412293, | |
| 0.010310584357593897, | |
| 0.010039433148138053, | |
| 0.00986888811336305, | |
| -0.00951229144695907, | |
| 0.009506034938297183, | |
| 0.009448406016695332, | |
| -0.00936650470299755, | |
| -0.009082825732700505, | |
| -0.008722649201280496, | |
| -0.00867425762489087, | |
| -0.0082127909776917, | |
| -0.008035972218556824, | |
| 0.008014017050621554, | |
| -0.007593544962691042, | |
| -0.007507868098317869, | |
| -0.007493123405155614, | |
| -0.007480430138540029, | |
| -0.0073998975760108205, | |
| 0.006748913901822286, | |
| -0.0065692557589819974, | |
| 0.006524177189543348, | |
| 0.0062887188857479, | |
| -0.006071752994639012, | |
| 0.006065609672368664, | |
| 0.005777230138670503, | |
| -0.005624969597504973, | |
| -0.005606660700065103, | |
| 0.005561562226560419, | |
| -0.005528326399704623, | |
| -0.00548191651435597, | |
| -0.0054540303948441594, | |
| 0.005452570395970537, | |
| -0.005420397549387078, | |
| 0.005346268424335988, | |
| -0.005338457968980807, | |
| -0.005178208731008112, | |
| -0.005162584015435757, | |
| 0.00515498597791598, | |
| 0.005135438139702582, | |
| 0.005044751869217251, | |
| -0.004888483125986887, | |
| 0.004837329455931393, | |
| 0.004806005743592094, | |
| -0.004740366341024153, | |
| -0.004557622102736556, | |
| 0.004510571568795004, | |
| -0.004389812037994278, | |
| 0.004384492297005947, | |
| 0.004354103648285557, | |
| -0.0042283491367839, | |
| 0.004211135791657263, | |
| -0.004207095554438423, | |
| -0.0041470276230916705, | |
| 0.0041113598485849594, | |
| 0.00380867872729682, | |
| -0.0037673482392869243, | |
| -0.0036885863133960914, | |
| -0.003602340840445898, | |
| -0.003548978878402362, | |
| -0.0035429442115340586, | |
| -0.0035060842418743864, | |
| -0.0034295658472111345, | |
| -0.003383936472727759, | |
| -0.0033398113663782505, | |
| 0.0033143215135060192, | |
| -0.0032823620643874273, | |
| -0.0032746838270886532, | |
| 0.003239170451530777, | |
| 0.003226657060065853, | |
| -0.003198388368854427, | |
| -0.003180574981422655, | |
| -0.0031209361681449237, | |
| -0.0029442569425672423, | |
| 0.002923014319712465, | |
| -0.0027798537270060375, | |
| 0.0027757873322101696, | |
| -0.002747164118874287, | |
| 0.0027097643428281967, | |
| 0.0026018215801715695, | |
| 0.0026005140826347306, | |
| -0.0025485861236546233, | |
| -0.002472284103684008, | |
| 0.002394932459721522, | |
| 0.0023394911388343567, | |
| 0.0023045184348546494, | |
| 0.0022485058030609407, | |
| -0.0021642659373214885, | |
| -0.00213776883535821, | |
| -0.0020729966147209466, | |
| 0.0020262860323585156, | |
| 0.0018254502678353177, | |
| 0.0018105909107327721, | |
| -0.0018091404351368498, | |
| -0.0018059203920104757, | |
| -0.0018017603298357701, | |
| 0.0017346062552907973, | |
| -0.0017016053998647521, | |
| 0.001605125230100808, | |
| -0.0015545367461732428, | |
| 0.0015144783748766836, | |
| -0.001503501326098636, | |
| 0.0015020045807217829, | |
| 0.0014938567492054518, | |
| -0.0014740856904171796, | |
| 0.0014683460935067765, | |
| 0.0014389557586775045, | |
| -0.0014302996560402429, | |
| 0.0012946385570576787, | |
| 0.0012526474199035908, | |
| -0.0012444777309162376, | |
| 0.0012036407038022291, | |
| -0.0011926351634477693, | |
| 0.0010828062492619676, | |
| 0.001043839929824499, | |
| -0.0010220590061974296, | |
| -0.000981711047073569, | |
| -0.0009644160960053691, | |
| 0.0009274963635956651, | |
| 0.0009209804847269573, | |
| -0.0008134758804787537, | |
| 0.0007871513012132172, | |
| 0.0007706919949150164, | |
| 0.000769946358759825, | |
| 0.0007566175997161695, | |
| 0.0007383614248254587, | |
| 0.0006995523792877843, | |
| -0.0006955869832208662, | |
| 0.000692509899458116, | |
| 0.0006566847523913786, | |
| -0.0006202609153910495, | |
| 0.0006186700231921163, | |
| -0.0006108634497811826, | |
| 0.0005987346166624295, | |
| -0.0005888796456863788, | |
| -0.0005749322416621524, | |
| -0.0005151041826035146, | |
| 0.00048441645555121946, | |
| -0.0004825803903919857, | |
| 0.0004773919189862952, | |
| 0.000455704063390023, | |
| 0.0004398333619110486, | |
| -0.0004168260314326986, | |
| -0.00036108094048570906, | |
| -0.0003450173600406143, | |
| 0.00033251342450274745, | |
| 0.0003228759746975917, | |
| 0.00032117017351186017, | |
| 0.00032065433742277903, | |
| -0.00031170680651729465, | |
| -0.00030603934108147185, | |
| 0.0003017647434283302, | |
| -0.00030113157209119045, | |
| -0.0002916775540239752, | |
| 0.000280737716479898, | |
| 0.0002128289355562005, | |
| 0.00021010213247363914, | |
| 0.0001979011398062314, | |
| -0.0001967194033616171, | |
| -0.00018394356541872667, | |
| -0.0001821577998409193, | |
| 0.00014413634283959274, | |
| -0.00011001601850441358, | |
| -8.030318130788177e-05, | |
| -7.713322398588038e-05, | |
| -6.786205546140257e-05, | |
| 5.490679344151527e-05, | |
| 5.4190197275751786e-05, | |
| 4.302693988008546e-05, | |
| -4.009183170107351e-05, | |
| -3.1227345891924116e-05, | |
| -2.2072879220489184e-05, | |
| -2.0466908747733802e-05, | |
| 1.534468409288708e-05, | |
| -1.3985085588536652e-05, | |
| 4.3478699678151704e-06, | |
| -2.7686290696691352e-06, | |
| -2.5160644486312006e-06, | |
| -1.8003610092004902e-06, | |
| 1.652602449883662e-06, | |
| -7.761884441188192e-07, | |
| 6.905934399486555e-08 | |
| ], | |
| "Absolute Coefficient": [ | |
| 0.05309119923925017, | |
| 0.05191886347522421, | |
| 0.04321068891481557, | |
| 0.04199080248042255, | |
| 0.034725853295098356, | |
| 0.03179363101233131, | |
| 0.03017183927159815, | |
| 0.023963116123524513, | |
| 0.02198350463538237, | |
| 0.02024998917100021, | |
| 0.019964551087688118, | |
| 0.019687246417037285, | |
| 0.019432880464825983, | |
| 0.017968578505618324, | |
| 0.01793482784318514, | |
| 0.017682632815679132, | |
| 0.017682228497044292, | |
| 0.01740334369101399, | |
| 0.017124678196116475, | |
| 0.016612423034719218, | |
| 0.01651369081163283, | |
| 0.016448914140149578, | |
| 0.015677138225195182, | |
| 0.015514664146526528, | |
| 0.014937535199162681, | |
| 0.01485751846925645, | |
| 0.014582894711428646, | |
| 0.01438735952966369, | |
| 0.014299126572158713, | |
| 0.013974543018705746, | |
| 0.0134743624380601, | |
| 0.013455119619503703, | |
| 0.013245843540984221, | |
| 0.012913817655591178, | |
| 0.012891064189618962, | |
| 0.012415101151840156, | |
| 0.012218113515022935, | |
| 0.012216257672248564, | |
| 0.0117883218679558, | |
| 0.01114787812504753, | |
| 0.01080421150609741, | |
| 0.01074525786394875, | |
| 0.010485775134412293, | |
| 0.010310584357593897, | |
| 0.010039433148138053, | |
| 0.00986888811336305, | |
| 0.00951229144695907, | |
| 0.009506034938297183, | |
| 0.009448406016695332, | |
| 0.00936650470299755, | |
| 0.009082825732700505, | |
| 0.008722649201280496, | |
| 0.00867425762489087, | |
| 0.0082127909776917, | |
| 0.008035972218556824, | |
| 0.008014017050621554, | |
| 0.007593544962691042, | |
| 0.007507868098317869, | |
| 0.007493123405155614, | |
| 0.007480430138540029, | |
| 0.0073998975760108205, | |
| 0.006748913901822286, | |
| 0.0065692557589819974, | |
| 0.006524177189543348, | |
| 0.0062887188857479, | |
| 0.006071752994639012, | |
| 0.006065609672368664, | |
| 0.005777230138670503, | |
| 0.005624969597504973, | |
| 0.005606660700065103, | |
| 0.005561562226560419, | |
| 0.005528326399704623, | |
| 0.00548191651435597, | |
| 0.0054540303948441594, | |
| 0.005452570395970537, | |
| 0.005420397549387078, | |
| 0.005346268424335988, | |
| 0.005338457968980807, | |
| 0.005178208731008112, | |
| 0.005162584015435757, | |
| 0.00515498597791598, | |
| 0.005135438139702582, | |
| 0.005044751869217251, | |
| 0.004888483125986887, | |
| 0.004837329455931393, | |
| 0.004806005743592094, | |
| 0.004740366341024153, | |
| 0.004557622102736556, | |
| 0.004510571568795004, | |
| 0.004389812037994278, | |
| 0.004384492297005947, | |
| 0.004354103648285557, | |
| 0.0042283491367839, | |
| 0.004211135791657263, | |
| 0.004207095554438423, | |
| 0.0041470276230916705, | |
| 0.0041113598485849594, | |
| 0.00380867872729682, | |
| 0.0037673482392869243, | |
| 0.0036885863133960914, | |
| 0.003602340840445898, | |
| 0.003548978878402362, | |
| 0.0035429442115340586, | |
| 0.0035060842418743864, | |
| 0.0034295658472111345, | |
| 0.003383936472727759, | |
| 0.0033398113663782505, | |
| 0.0033143215135060192, | |
| 0.0032823620643874273, | |
| 0.0032746838270886532, | |
| 0.003239170451530777, | |
| 0.003226657060065853, | |
| 0.003198388368854427, | |
| 0.003180574981422655, | |
| 0.0031209361681449237, | |
| 0.0029442569425672423, | |
| 0.002923014319712465, | |
| 0.0027798537270060375, | |
| 0.0027757873322101696, | |
| 0.002747164118874287, | |
| 0.0027097643428281967, | |
| 0.0026018215801715695, | |
| 0.0026005140826347306, | |
| 0.0025485861236546233, | |
| 0.002472284103684008, | |
| 0.002394932459721522, | |
| 0.0023394911388343567, | |
| 0.0023045184348546494, | |
| 0.0022485058030609407, | |
| 0.0021642659373214885, | |
| 0.00213776883535821, | |
| 0.0020729966147209466, | |
| 0.0020262860323585156, | |
| 0.0018254502678353177, | |
| 0.0018105909107327721, | |
| 0.0018091404351368498, | |
| 0.0018059203920104757, | |
| 0.0018017603298357701, | |
| 0.0017346062552907973, | |
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| ] | |
| }, | |
| "cv_performance": { | |
| "prediction": { | |
| "accuracy": 87.14285714285714, | |
| "precision": 88.50699300699301, | |
| "recall": 93.55555555555556, | |
| "f1": 90.71820728291316 | |
| }, | |
| "selection": { | |
| "precision": 1.1261582980448896, | |
| "recall": 1.286549707602339, | |
| "f1": 1.1997074328356554, | |
| "jaccard": 0.6065049320181284 | |
| } | |
| } | |
| } |