GenoTEX / output /regress /Obstructive_sleep_apnea /significant_genes_condition_Stroke.json
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{
"significant_genes": {
"Variable": [
"COL4A1",
"OTC",
"HTN3",
"ZIC2",
"ESM1",
"CIDEC",
"PRSS58",
"CSRNP1",
"ADH4",
"ALG1L1P",
"HOXD11",
"C14orf180",
"CFAP46",
"ZNF114",
"AIM2",
"FAM74A3",
"CHST2",
"PLA2G2E",
"SLC35C1",
"HOXC9",
"PRB4",
"IL17F",
"THRSP",
"KRT35",
"IL11",
"NRG2",
"C4orf50",
"NUCB2",
"ODF4",
"SHOX2",
"IL22",
"HOXA10",
"GRIN2D",
"FOXD2",
"DIPK1A",
"PLAC1",
"GRAP",
"LINC01599",
"BMF",
"TIMP4",
"CXCL13",
"GPRIN1",
"FAM167B",
"E2F7",
"CDH24",
"MAP4K2",
"MMP9",
"ABCG1",
"GPR101",
"CCL11",
"PARP12",
"POTEE",
"SPINK8",
"FRMPD2B",
"ADAM12",
"RMI2",
"DNMT3B",
"C18orf54",
"GARIN4",
"RHAG",
"CNR2",
"LINC00314",
"HSD17B13",
"C17orf67",
"FERD3L",
"EAF2",
"FAM43B",
"HOXC6",
"SHROOM3",
"ABTB1",
"TMEM132A",
"FAAP24",
"DPF1",
"SEC14L3",
"SLC28A1",
"HOXC8",
"EME1",
"SLC36A1",
"HTR3B",
"SLC17A3",
"KRTAP13-1",
"CELSR3",
"CIMIP2B",
"DEFB105A",
"SULT1C3",
"CLIC4",
"PDE6A",
"PCDH17",
"H2AC11",
"KIF14",
"LPIN1",
"PRSS37",
"LEPROTL1",
"ZNF707",
"MT1A",
"CRIPTO",
"SLC6A17",
"NEU1",
"TNFSF18",
"SMR3B",
"APOF",
"HSD17B6",
"SNX9",
"TSBP1",
"HRCT1",
"ZNF415",
"SI",
"FCRL2",
"SLC2A7",
"KRT32",
"TTR",
"KCNQ1OT1",
"SRPX",
"GTSF1L"
],
"Coefficient": [
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0.00411842591718018,
0.004028115830407901,
0.003896938820165104,
0.0037901238223280354,
0.0037033760762622088,
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0.0016591250146953639,
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0.0010902443189954234,
-0.0010590746232043166,
0.0009538445786033589,
-0.0009476769008506502,
0.0008311125027024913,
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-0.0008058928988659156,
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0.0007154648854697109,
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0.0006386521018124788,
0.0005864949140387324,
0.000566768332960426,
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0.0004989770053414384,
-0.00046347679852894413,
0.0003956508033378254,
0.00034980139668969407,
-0.0003328934015512228,
-0.0003264260224066578,
0.00021509225881942998,
-0.00019775732182580142,
0.00016799293014352828,
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4.441871788414744e-05,
-4.0740212889688645e-05,
2.336035194443585e-05
],
"Absolute Coefficient": [
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0.02149303897246066,
0.019671311277652103,
0.01693698558286718,
0.016210810800734887,
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0.006840633726085303,
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0.006508518743396928,
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0.006102184879912674,
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0.00596621883752107,
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0.005582839787602053,
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0.0051525569907398495,
0.005090689242973405,
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0.004908194708922169,
0.004542910795321885,
0.00411842591718018,
0.004028115830407901,
0.003896938820165104,
0.0037901238223280354,
0.0037033760762622088,
0.0036292418732258793,
0.003578327818529297,
0.0035206985247521316,
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0.003063038397916046,
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0.0025002232807959943,
0.002350918171659604,
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0.002084688407578549,
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0.0016591250146953639,
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0.0014198022151155698,
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0.001321066567320488,
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0.00013330275051427585,
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0.00012317605332795402,
7.306145765398823e-05,
4.441871788414744e-05,
4.0740212889688645e-05,
2.336035194443585e-05
]
},
"cv_performance": {
"prediction": {
"accuracy": 99.46902654867259,
"precision": 99.6133009527368,
"recall": 99.80952380952381,
"f1": 99.71001700267568
},
"selection": {
"precision": 1.1115235608236633,
"recall": 2.3076923076923075,
"f1": 1.4992421362537693,
"jaccard": 0.756083538664073
}
}
}