GenoTEX / output /regress /Hypertension /significant_genes_condition_Polycystic_Ovary_Syndrome.json
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{
"significant_genes": {
"Variable": [
"COPS3",
"PTRH2",
"BET1",
"NSD1",
"TTC21B",
"INTS9",
"AP3B1",
"S100A9",
"TP53I3",
"TMC4",
"KAZALD1",
"TCEAL8",
"SUPT16H",
"LSM1",
"FASTKD1",
"RAB11FIP4",
"TGFB2",
"PRKAG3",
"CHM",
"IL17REL",
"IRF1",
"GBA1LP",
"PKP1",
"DDX11L9",
"SLC46A1",
"PSG8",
"PHTF2",
"RARRES1",
"MBD3",
"SNORD36A",
"HOXA9",
"PAIP2B",
"LIPA",
"C19orf53",
"RHOA",
"SYT12",
"LAMA3",
"CLIP4",
"TRAPPC12",
"NEO1",
"PSCA",
"WHAMMP2",
"ISG20",
"HFE",
"SPX",
"GSTO1",
"SNAR-I",
"SELENOW",
"MARCHF9",
"GNL3",
"PTPN12",
"DKK3",
"FOSB",
"GCLC",
"DARS1",
"LRRD1",
"GPC2",
"IFIH1",
"POLRMT",
"CYP1B1",
"CARD17P",
"MRTO4",
"APOBEC3B",
"LGALS3",
"HS6ST1",
"ANK1",
"ETAA1",
"ARSI",
"ZNF33B",
"LZTS2",
"RAB21",
"OTULIN",
"CSKMT",
"FABP4",
"PROK1",
"WRAP73",
"TTC23",
"PDSS2",
"FAM177A1",
"PRAMEF15",
"NEDD9",
"SLC1A2",
"ARID3A",
"GLI2",
"CYREN",
"INKA2",
"AHSP",
"URGCP",
"STK16",
"VPS41",
"TREM1",
"GEMIN4",
"GSTA2",
"CHIT1",
"DENND6A",
"SDF2L1",
"ANGPT2",
"SERTAD4-AS1",
"ANKZF1",
"GSPT2",
"EIF5AL1",
"LHFPL2",
"HSD17B11",
"TUBA4A",
"SPHK1",
"ZFAND2A",
"PIP5KL1",
"GPAT2",
"TMCC2"
],
"Coefficient": [
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-0.03344810354230205,
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0.031020394422328186,
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-0.00668621206819417,
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-0.006214174149174024,
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-0.00575165150348985,
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-0.0053148535127564706,
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-0.0030835581436132035,
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-0.0029874264945495403,
-0.002661956015327846,
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-0.002631324621408296,
0.002563815558567973,
0.002549018111904919,
-0.0021552683028723298,
-0.0021339965756284854,
0.002109877026045014,
-0.002085233504476151,
0.0020557644261728686,
0.0020191590502308112,
-0.0019815441610132375,
0.0019465402776424224,
-0.001929171999225555,
-0.0018819702004568791,
-0.0018011543073477708,
-0.0017187008387388053,
0.0017029439017119381,
0.0016947812455662325,
0.0015002727767487794,
-0.0014643951015694114,
0.0013750857724025125,
-0.0012908657245001957,
-0.0012172643214497087,
-0.0011591749780517273,
0.0011438200089641827,
0.0011108541855889946,
0.0010930570730823387,
0.0010568869201499206,
-0.001052206928539136,
-0.0008622270263774019,
-0.0007867785693690259,
0.0007230177311697661,
0.0005492537298473191,
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-0.00030872716627042843,
0.0002896393504024415,
0.0002671500479208511,
-0.0002171449110092932,
9.194427126784202e-05
],
"Absolute Coefficient": [
0.04457206706343393,
0.04443498249015765,
0.03344810354230205,
0.033228514784765094,
0.031020394422328186,
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0.007420634036596182,
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0.00729441145412857,
0.0072920068688227795,
0.0072710220915768444,
0.0071411317202058795,
0.00668621206819417,
0.006570315342151871,
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0.00575165150348985,
0.005577264560078285,
0.0053148535127564706,
0.005209901641090478,
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0.004767880083009318,
0.004638713381026461,
0.004462842179646779,
0.004279614366821433,
0.0042664878978385615,
0.0038312471667979507,
0.0038029657974394176,
0.0037555447130107446,
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0.003360623862845657,
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0.0030899082954506107,
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0.0029874264945495403,
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0.002648703500305293,
0.002631324621408296,
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0.002549018111904919,
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0.0021339965756284854,
0.002109877026045014,
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]
},
"cv_performance": {
"prediction": {
"accuracy": 94.44444444444444,
"precision": 0.0,
"recall": 0.0,
"f1": 0.0
},
"selection": {
"precision": 6.765015539740192,
"recall": 1.845238095238095,
"f1": 2.8949165914357926,
"jaccard": 1.4698561851393455
}
}
}