GenoTEX / output /regress /Hypertension /significant_genes_condition_Age.json
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{
"significant_genes": {
"Variable": [
"COPS3",
"PTRH2",
"BET1",
"TTC21B",
"NSD1",
"INTS9",
"KAZALD1",
"TMC4",
"TP53I3",
"AP3B1",
"SUPT16H",
"LSM1",
"TCEAL8",
"GBA1LP",
"CHM",
"S100A9",
"PSG8",
"DDX11L9",
"PRKAG3",
"PAIP2B",
"IL17REL",
"PKP1",
"FASTKD1",
"PHTF2",
"RHOA",
"SLC46A1",
"SYT12",
"TGFB2",
"IRF1",
"LAMA3",
"WHAMMP2",
"DKK3",
"NEO1",
"CARD17P",
"C19orf53",
"SELENOW",
"SPX",
"SNAR-I",
"CLIP4",
"HOXA9",
"OTULIN",
"POLRMT",
"GSTO1",
"RAB11FIP4",
"LIPA",
"WRAP73",
"SNORD36A",
"HSD17B11",
"GSTA2",
"RPL14",
"TMCC2",
"ISG20",
"IFIH1",
"RAB21",
"RARRES1",
"MRTO4",
"HFE",
"FAM177A1",
"SPHK1",
"PSCA",
"TRAPPC12",
"GNL3",
"GCLC",
"CYREN",
"GPC2",
"APOBEC3B",
"SLC7A6OS",
"INKA2",
"MARCHF9",
"EGR1",
"ARSI",
"CYP1B1",
"ZNF33B",
"PDSS2",
"ZFAND2A",
"ANK1",
"DARS1",
"LGALS3",
"SLC1A2",
"FOSB",
"TTC23",
"CCDC71L",
"HS6ST1",
"TUSC2",
"GEMIN4",
"GLI2",
"PRAMEF15",
"H4C4",
"LRRD1",
"LZTS2",
"PTPN12",
"GGCX",
"GNG5",
"SDF2L1",
"CSKMT",
"MBD3",
"FABP4",
"PROK1",
"TREM1",
"ANKZF1",
"CLTCL1",
"SMPD2",
"AHSP",
"NUDCD3",
"ATXN7L1",
"ETAA1",
"URGCP",
"ANGPT2",
"FAAH2",
"PNRC2",
"TPTE2",
"ALDH3B1",
"A1BG-AS1"
],
"Coefficient": [
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0.018006551580522695,
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0.014301413455603488,
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-0.009974268666941247,
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-0.009079383213495058,
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-0.008951668097104784,
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-0.008280057131793311,
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-0.007704835742968927,
-0.00695129825204141,
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0.006647526003735746,
-0.006623642938099752,
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-0.0054490852479793656,
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-0.002708826826418549,
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-0.0026619881392115955,
0.0026590702436467615,
0.002560713838495066,
-0.002484165587054617,
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-0.00193811243368591,
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0.0018703751052404382,
-0.0017890154692891229,
0.0017771707080918924,
0.001763036528147293,
-0.0017322253449967204,
0.0017119937639957373,
-0.0016812191344951182,
-0.0016498639140796081,
0.0015293409518228715,
0.0015212076151072307,
0.001449490379561106,
-0.0014135693347488423,
0.0012962592825501386,
0.0012681871641296576,
0.0011934492515280643,
0.0011365503256005466,
0.001058302959809042,
-0.0010550766575329155,
0.001036102406095468,
-0.0009879795027877916,
0.0009463103354959998,
-0.0008556227562834646,
0.0008427774525559736,
-0.0008424578188216069,
0.0007399091258482001,
-0.0007311891254514194,
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-0.0006738064509968465,
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0.00038873764420590065,
-0.0002596963910951753,
-5.923827804075649e-05,
-4.349865934712551e-06
],
"Absolute Coefficient": [
0.047279964906626684,
0.04359882161732751,
0.03474064472722557,
0.034003412557303575,
0.027963039346262805,
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0.016424278045778937,
0.014301413455603488,
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0.013489063508741158,
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0.013227615283090315,
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0.009588115823306907,
0.009079383213495058,
0.009069937105670639,
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0.008951668097104784,
0.008794791844555047,
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0.007837061048149114,
0.007704835742968927,
0.00695129825204141,
0.006820226797122235,
0.006685198729950122,
0.006647526003735746,
0.006623642938099752,
0.00639210811761774,
0.006315951627786832,
0.006293447833515651,
0.006105786851845792,
0.006037612789680912,
0.005858801051738717,
0.0055639619254666895,
0.0054586681731795435,
0.0054490852479793656,
0.005056641216497638,
0.004808712364224288,
0.004686178380237952,
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0.004564739047219889,
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0.003908437309589038,
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0.0037991423752087128,
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0.0027384090201221503,
0.002730140966958661,
0.002708826826418549,
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0.00038873764420590065,
0.0002596963910951753,
5.923827804075649e-05,
4.349865934712551e-06
]
},
"cv_performance": {
"prediction": {
"accuracy": 95.0,
"precision": 0.0,
"recall": 0.0,
"f1": 0.0
},
"selection": {
"precision": 6.910277396427135,
"recall": 1.9047619047619044,
"f1": 2.9827428103497295,
"jaccard": 1.5155567724734564
}
}
}