GenoTEX / output /regress /Obstructive_sleep_apnea /significant_genes_condition_Gender.json
Liu-Hy's picture
Add files using upload-large-folder tool
65a6eb4 verified
{
"significant_genes": {
"Variable": [
"COL4A1",
"HTN3",
"OTC",
"ZIC2",
"ESM1",
"CIDEC",
"PRSS58",
"ALG1L1P",
"CSRNP1",
"C14orf180",
"ADH4",
"HOXD11",
"ZNF114",
"AIM2",
"HOXC9",
"FAM74A3",
"CHST2",
"CFAP46",
"PRB4",
"PLA2G2E",
"SLC35C1",
"NUCB2",
"NRG2",
"THRSP",
"IL17F",
"IL11",
"HOXA10",
"C4orf50",
"ODF4",
"SHOX2",
"BMF",
"MMP9",
"DIPK1A",
"FOXD2",
"KRT35",
"GRIN2D",
"IL22",
"E2F7",
"PARP12",
"PLAC1",
"LINC01599",
"CDH24",
"TIMP4",
"CXCL13",
"CNR2",
"FAM167B",
"CCL11",
"MAP4K2",
"ABCG1",
"GRAP",
"DNMT3B",
"LINC00314",
"POTEE",
"GARIN4",
"FRMPD2B",
"FERD3L",
"KRT32",
"HOXC8",
"GPRIN1",
"EAF2",
"KRTAP13-1",
"TMEM132A",
"C18orf54",
"HSD17B13",
"FAM43B",
"RHAG",
"CELSR3",
"SNX9",
"C17orf67",
"RMI2",
"CIMIP2B",
"SPINK8",
"SLC36A1",
"SLC17A3",
"SEC14L3",
"GTSF1L",
"EME1",
"ADAM12",
"SHROOM3",
"GPR101",
"TSPAN10",
"TSBP1",
"CLIC4",
"CRIPTO",
"CDY1B",
"MFAP2",
"LEPROTL1",
"DLEU1",
"NETO2",
"HOXC6",
"LPIN1",
"SRPX",
"HTR3B",
"DPF1",
"THSD4",
"H2AC11",
"PRSS37",
"TREH",
"CDC25C",
"KCNQ1OT1",
"TTR",
"SLC2A7",
"ABTB1",
"DEFB105A",
"ZNF707",
"CA9",
"PDE6A",
"SLC6A17",
"CELA2B",
"MT1A",
"SI",
"SLC28A1",
"BPIFA2",
"FCRL2"
],
"Coefficient": [
0.022787855271865744,
-0.02085282023233693,
-0.020584235525323166,
0.016853520738443928,
0.01619876902424271,
-0.015753121762517322,
-0.014590690542371264,
0.014049830719192363,
-0.013515673872410481,
-0.012069879723160372,
-0.011958236850823827,
0.010655222248078858,
0.010474313201684985,
0.010445985421908817,
0.010338967310852733,
-0.0102273033415335,
0.009385545449024313,
-0.00926518236608788,
-0.00856639179265062,
-0.008477833494955444,
-0.008251123305051082,
-0.007882329754886555,
-0.007519368070537967,
-0.0075033578923661744,
-0.007466252207133598,
0.007301093468251195,
0.006355847156926759,
0.006048537764321569,
-0.005982753624528256,
0.005884760534286388,
0.005858351123139902,
0.005802494683108968,
0.005739636424108538,
0.005527545379197621,
-0.0053332622841705014,
0.005213412609105533,
-0.005006167259275651,
0.004946675882464401,
0.004894677633051072,
0.004470687650861962,
0.004386612878659644,
0.004198910738308971,
-0.004182496690185707,
0.00409340841629641,
0.0040636743615476145,
0.004041598593465475,
0.00395713318703624,
0.003932555492707488,
0.003641523466624072,
0.0036045611515413936,
0.0030513502285656057,
-0.002756895550946445,
-0.0027466478553730207,
-0.002724239638565043,
-0.0026538810270124425,
-0.002574949073223043,
-0.0025241771808806493,
0.0024611207568366734,
0.002455980891285831,
0.0023191708586834487,
-0.0022558893262062596,
0.002251136447117726,
0.0021614228491272443,
-0.0020878798298191994,
-0.002059682835234605,
-0.002034615054630716,
0.0020331467927557426,
-0.0020198303478039885,
0.0019894324033742448,
0.001886534211719988,
-0.0017557052464341144,
-0.0016674062213974084,
0.0014543159406276258,
0.001341763286168834,
-0.0013289573779311714,
0.0013135033218197173,
0.0012828924259177946,
0.00113626184425703,
-0.0010895491934069341,
-0.001041340874294333,
0.0009558350167146071,
0.0008357430408936999,
0.0008237562836301686,
0.0008039963944527267,
0.0007648919082009758,
0.0006935343250817144,
0.0006591409112793333,
-0.0006583159739358834,
0.0006206668248453848,
0.0006192128514022319,
-0.0005951270946083728,
-0.000585292015179779,
-0.0005816793367502084,
0.0005603960022862763,
-0.0005551452263428439,
0.0005496364019821375,
0.0005374267194385517,
-0.0005318557852228366,
0.0004960221064046647,
0.0004743738669380466,
-0.00043031515546719653,
0.00042661234318473604,
0.000413562278212055,
0.00038464915872770793,
0.00034550167878833463,
0.00024199067785218162,
-0.00020810826367813478,
-0.0001708466463621155,
0.0001544125216141756,
-0.00014307681198340704,
0.00014230008072588183,
-0.0001401098391899797,
-0.00012033417371855163,
1.6203709761546428e-05
],
"Absolute Coefficient": [
0.022787855271865744,
0.02085282023233693,
0.020584235525323166,
0.016853520738443928,
0.01619876902424271,
0.015753121762517322,
0.014590690542371264,
0.014049830719192363,
0.013515673872410481,
0.012069879723160372,
0.011958236850823827,
0.010655222248078858,
0.010474313201684985,
0.010445985421908817,
0.010338967310852733,
0.0102273033415335,
0.009385545449024313,
0.00926518236608788,
0.00856639179265062,
0.008477833494955444,
0.008251123305051082,
0.007882329754886555,
0.007519368070537967,
0.0075033578923661744,
0.007466252207133598,
0.007301093468251195,
0.006355847156926759,
0.006048537764321569,
0.005982753624528256,
0.005884760534286388,
0.005858351123139902,
0.005802494683108968,
0.005739636424108538,
0.005527545379197621,
0.0053332622841705014,
0.005213412609105533,
0.005006167259275651,
0.004946675882464401,
0.004894677633051072,
0.004470687650861962,
0.004386612878659644,
0.004198910738308971,
0.004182496690185707,
0.00409340841629641,
0.0040636743615476145,
0.004041598593465475,
0.00395713318703624,
0.003932555492707488,
0.003641523466624072,
0.0036045611515413936,
0.0030513502285656057,
0.002756895550946445,
0.0027466478553730207,
0.002724239638565043,
0.0026538810270124425,
0.002574949073223043,
0.0025241771808806493,
0.0024611207568366734,
0.002455980891285831,
0.0023191708586834487,
0.0022558893262062596,
0.002251136447117726,
0.0021614228491272443,
0.0020878798298191994,
0.002059682835234605,
0.002034615054630716,
0.0020331467927557426,
0.0020198303478039885,
0.0019894324033742448,
0.001886534211719988,
0.0017557052464341144,
0.0016674062213974084,
0.0014543159406276258,
0.001341763286168834,
0.0013289573779311714,
0.0013135033218197173,
0.0012828924259177946,
0.00113626184425703,
0.0010895491934069341,
0.001041340874294333,
0.0009558350167146071,
0.0008357430408936999,
0.0008237562836301686,
0.0008039963944527267,
0.0007648919082009758,
0.0006935343250817144,
0.0006591409112793333,
0.0006583159739358834,
0.0006206668248453848,
0.0006192128514022319,
0.0005951270946083728,
0.000585292015179779,
0.0005816793367502084,
0.0005603960022862763,
0.0005551452263428439,
0.0005496364019821375,
0.0005374267194385517,
0.0005318557852228366,
0.0004960221064046647,
0.0004743738669380466,
0.00043031515546719653,
0.00042661234318473604,
0.000413562278212055,
0.00038464915872770793,
0.00034550167878833463,
0.00024199067785218162,
0.00020810826367813478,
0.0001708466463621155,
0.0001544125216141756,
0.00014307681198340704,
0.00014230008072588183,
0.0001401098391899797,
0.00012033417371855163,
1.6203709761546428e-05
]
},
"cv_performance": {
"prediction": {
"accuracy": 99.46902654867259,
"precision": 99.6133009527368,
"recall": 99.80952380952381,
"f1": 99.71001700267568
},
"selection": {
"precision": 0.9158807549337636,
"recall": 1.923076923076923,
"f1": 1.2393255498744373,
"jaccard": 0.6252341669578332
}
}
}