GenoTEX / output /regress /Obstructive_sleep_apnea /significant_genes_condition_Age.json
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{
"significant_genes": {
"Variable": [
"OTC",
"COL4A1",
"HTN3",
"ZIC2",
"ESM1",
"CIDEC",
"PRSS58",
"ALG1L1P",
"CSRNP1",
"ADH4",
"HOXD11",
"C14orf180",
"ZNF114",
"AIM2",
"CFAP46",
"HOXC9",
"FAM74A3",
"PLA2G2E",
"CHST2",
"NUCB2",
"IL17F",
"IL11",
"PRB4",
"THRSP",
"NRG2",
"SHOX2",
"HOXA10",
"SLC35C1",
"ODF4",
"C4orf50",
"CXCL13",
"IL22",
"GRIN2D",
"FOXD2",
"DIPK1A",
"GPRIN1",
"LINC01599",
"BMF",
"GRAP",
"CDH24",
"KRT35",
"PLAC1",
"MMP9",
"DNMT3B",
"TIMP4",
"FAM167B",
"ABCG1",
"C18orf54",
"KRTAP13-1",
"ADAM12",
"E2F7",
"GARIN4",
"TMEM132A",
"CCL11",
"CNR2",
"MAP4K2",
"SEC14L3",
"POTEE",
"FRMPD2B",
"KRT32",
"EME1",
"LINC00314",
"ABTB1",
"HOXC6",
"C17orf67",
"PCDH17",
"FAM43B",
"RMI2",
"PARP12",
"FERD3L",
"RHAG",
"SPINK8",
"EAF2",
"SNX9",
"CELSR3",
"SLC6A17",
"CIMIP2B",
"SHROOM3",
"SLC36A1",
"HOXC8",
"HTR3B",
"SULT1C3",
"SLC28A1",
"SLC17A3",
"DPF1",
"SMR3B",
"H2AC11",
"MT1A",
"OR3A3",
"LAIR2",
"LEPROTL1",
"GTSF1L",
"PDE6A",
"LIPI",
"FCRL2",
"PRSS37",
"MC5R",
"DEFB105A",
"CDY1B",
"SRPX",
"TTR",
"LPIN1",
"GPR101",
"HSD17B13",
"ZNF707",
"SI",
"KCNQ1OT1",
"KRTAP11-1",
"RIIAD1",
"CA9",
"THSD4",
"FOXD4L4",
"BPIFA2"
],
"Coefficient": [
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0.01973785430159066,
-0.01929897886470371,
0.017470605512875183,
0.016269732639445755,
-0.015023216461283974,
-0.014824042833645858,
0.01466291403197384,
-0.01361891104382554,
-0.012922491249806291,
0.011735478753483018,
-0.01123272687086752,
0.010689545576405807,
0.010513433400073711,
-0.009821579416702,
0.009485970473372686,
-0.008850322665167804,
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0.008323376193960756,
-0.008190173898153815,
-0.008058032576957261,
0.007918515307232827,
-0.007885308481404833,
-0.007622096698815034,
-0.007188487227068502,
0.006904055111962357,
0.006742820364887548,
-0.0066526615607528546,
-0.006583267517027403,
0.0062301905459405706,
0.0056285118025025055,
-0.00524839748444765,
0.005043283123657877,
0.005036182205660269,
0.0049947811524724385,
0.004957924524869729,
0.004946843020034592,
0.004876888293830681,
0.004843644573670853,
0.004413568294742953,
-0.004256465175587759,
0.004211202576011677,
0.004148534855882022,
0.004130074393037682,
-0.004066874693642023,
0.003954167716794134,
0.003666264097404166,
0.003590374733421017,
-0.003205529062658316,
0.0031924290555195053,
0.003166634277756451,
-0.0030392276972973425,
0.0030111878656154637,
0.0028556806401988212,
0.002795314921944331,
0.0027628230824673443,
-0.002755806868695272,
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0.0023706835116680813,
-0.0023396145457806245,
0.0023347166053443,
0.002332700688674954,
0.0023296019680090624,
0.0022912209261612333,
-0.0022758516362614174,
0.0022297217674059643,
0.002051665552732326,
-0.002000690009555834,
-0.0017357752001088895,
-0.001687882767304352,
0.0016628982338591216,
-0.0016563205692532268,
0.0016137498713806842,
-0.0015621261511380381,
-0.001501685678934434,
-0.0014569445800321642,
0.001389748336319848,
0.0012101501659441325,
-0.0011626898995316837,
-0.0011495706753535157,
-0.0011343262174117372,
0.0011006422835068237,
0.001096393306086583,
-0.0009967170829258748,
0.0009877165130215036,
-0.0008126260159930615,
0.0007759652062477815,
0.0007457727452310165,
0.0006743486828147838,
0.0006725479595490919,
-0.000631857823372921,
-0.0006284497597994765,
0.0005204214374553018,
0.0005177728626631282,
-0.0005133085684450277,
0.00039272204432435606,
0.00039152823208870105,
-0.0003873632065024271,
-0.0003160896541079674,
-0.0002863086414165129,
-0.0002813251591155842,
-0.0002437351470171932,
0.00024202080155759478,
0.0002093077573388181,
0.00020755563298119795,
-0.00017509102538568533,
-0.00016817599375521837,
8.91836886611967e-05,
-3.8799325793588856e-05,
3.590590546100593e-05,
-4.4506732570299974e-07
],
"Absolute Coefficient": [
0.02031533332236031,
0.01973785430159066,
0.01929897886470371,
0.017470605512875183,
0.016269732639445755,
0.015023216461283974,
0.014824042833645858,
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0.01361891104382554,
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0.01123272687086752,
0.010689545576405807,
0.010513433400073711,
0.009821579416702,
0.009485970473372686,
0.008850322665167804,
0.008415838016890683,
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0.008190173898153815,
0.008058032576957261,
0.007918515307232827,
0.007885308481404833,
0.007622096698815034,
0.007188487227068502,
0.006904055111962357,
0.006742820364887548,
0.0066526615607528546,
0.006583267517027403,
0.0062301905459405706,
0.0056285118025025055,
0.00524839748444765,
0.005043283123657877,
0.005036182205660269,
0.0049947811524724385,
0.004957924524869729,
0.004946843020034592,
0.004876888293830681,
0.004843644573670853,
0.004413568294742953,
0.004256465175587759,
0.004211202576011677,
0.004148534855882022,
0.004130074393037682,
0.004066874693642023,
0.003954167716794134,
0.003666264097404166,
0.003590374733421017,
0.003205529062658316,
0.0031924290555195053,
0.003166634277756451,
0.0030392276972973425,
0.0030111878656154637,
0.0028556806401988212,
0.002795314921944331,
0.0027628230824673443,
0.002755806868695272,
0.002676446924688005,
0.0024783212282467157,
0.0024729547584001737,
0.0023706835116680813,
0.0023396145457806245,
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0.002332700688674954,
0.0023296019680090624,
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0.0022758516362614174,
0.0022297217674059643,
0.002051665552732326,
0.002000690009555834,
0.0017357752001088895,
0.001687882767304352,
0.0016628982338591216,
0.0016563205692532268,
0.0016137498713806842,
0.0015621261511380381,
0.001501685678934434,
0.0014569445800321642,
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0.0011626898995316837,
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0.00039272204432435606,
0.00039152823208870105,
0.0003873632065024271,
0.0003160896541079674,
0.0002863086414165129,
0.0002813251591155842,
0.0002437351470171932,
0.00024202080155759478,
0.0002093077573388181,
0.00020755563298119795,
0.00017509102538568533,
0.00016817599375521837,
8.91836886611967e-05,
3.8799325793588856e-05,
3.590590546100593e-05,
4.4506732570299974e-07
]
},
"cv_performance": {
"prediction": {
"accuracy": 99.46902654867259,
"precision": 99.6133009527368,
"recall": 99.80952380952381,
"f1": 99.71001700267568
},
"selection": {
"precision": 1.1067944348325844,
"recall": 2.3076923076923075,
"f1": 1.495830169133908,
"jaccard": 0.7541995766667412
}
}
}