GenoTEX / output /regress /Intellectual_Disability /significant_genes_condition_Hypertension.json
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{
"significant_genes": {
"Variable": [
"GET1",
"IFNAR1",
"DPP3",
"HIF3A",
"UBE2G2",
"EMP2",
"OR2AK2",
"MED27",
"SMAD6",
"TKFC",
"MTHFD2",
"RPS24",
"METTL27",
"PIF1",
"RAB9B",
"ADM",
"ETV3",
"SAMD8",
"SLC2A1",
"DUSP8",
"PFKL",
"NAMPT",
"IL10RB",
"SOD1",
"MLANA",
"OR56B1",
"ASGR1",
"ZBTB8OS",
"TYRO3",
"OR2L13",
"NR4A3",
"TMEM204",
"TMEM8B",
"ZNF691",
"RPL5",
"ERICH1",
"RING1",
"KRT8",
"CHCHD7",
"SNRPD3",
"PRKY",
"STXBP2",
"SMIM11",
"NEURL4",
"SLC16A3",
"NRIP1",
"CWC25",
"SRSF6",
"CD300E",
"CFAP298",
"OR8J1",
"GPR20",
"ELAC1",
"IRX2",
"ENKD1",
"PSEN1",
"RRAGA",
"YY1AP1",
"KRR1",
"RAB5B",
"RASGRP2",
"EMP1",
"RASA4",
"CHID1",
"COL9A3",
"DEFB123",
"H2AJ",
"CANT1",
"RAB32",
"MYBPC2",
"H1-7",
"SLC16A6",
"SNF8",
"SDE2",
"NAT14",
"CASTOR1",
"ATG12",
"ZNF433",
"GPR151",
"NDUFB2",
"NATD1"
],
"Coefficient": [
0.0554384761787968,
0.04528177074678389,
-0.04157950487295035,
0.03690876113958514,
0.03589404710110382,
0.028251682611914,
0.026789429280421672,
0.02442338642922247,
0.0237376859796088,
-0.023572907838818775,
0.023501292975092146,
0.023063600373038427,
0.02157363067212055,
0.020621662482577893,
0.018297840470906622,
0.01730215729308559,
-0.017144152703695764,
0.0169197834917344,
0.016098155916693762,
-0.015725510690140394,
0.015006681332137338,
0.014614014754396672,
0.013202383031367372,
0.013164460862810364,
0.013135667934771719,
0.013021124383988298,
0.012518582146162175,
0.011934487560973438,
-0.011751445309157537,
0.01109857359047134,
-0.009895293434183185,
0.009501001847092141,
-0.009268015587295331,
-0.009101016548994449,
-0.009004012146610734,
0.008715110032907643,
-0.008461944718900046,
-0.008356969898932884,
0.008232157559821238,
0.008061538167488681,
0.006277633961576438,
0.006166944159274271,
0.005976040922159532,
-0.0056800533370942475,
0.005492185905281585,
0.005487607009672384,
-0.00540491369923235,
-0.005351599540769609,
0.005045997735865223,
0.005015893801075998,
0.004916554757482174,
0.00476252002910852,
0.004431749542316731,
0.004120021719851306,
0.0038974780541697895,
-0.0038557885180040023,
-0.0037793398225105536,
0.0034214963612254476,
-0.0032286051673394837,
-0.0031595381569150616,
0.003155351806055911,
0.003127539612745419,
0.0030478790189221554,
-0.00285333665602479,
0.0025734732128505616,
0.002437078421391166,
0.0022224325521618543,
-0.0018017059852655608,
0.001741121328353699,
0.0014453470864830514,
0.0014114903473964682,
0.0013457916157074855,
-0.0011574513750969432,
0.0010668143439283803,
0.001061844111754674,
0.0009803725951581042,
0.0008743234455827608,
0.0005330108013338866,
0.00028838621180961646,
-0.00010231527443104145,
5.09320650099454e-07
],
"Absolute Coefficient": [
0.0554384761787968,
0.04528177074678389,
0.04157950487295035,
0.03690876113958514,
0.03589404710110382,
0.028251682611914,
0.026789429280421672,
0.02442338642922247,
0.0237376859796088,
0.023572907838818775,
0.023501292975092146,
0.023063600373038427,
0.02157363067212055,
0.020621662482577893,
0.018297840470906622,
0.01730215729308559,
0.017144152703695764,
0.0169197834917344,
0.016098155916693762,
0.015725510690140394,
0.015006681332137338,
0.014614014754396672,
0.013202383031367372,
0.013164460862810364,
0.013135667934771719,
0.013021124383988298,
0.012518582146162175,
0.011934487560973438,
0.011751445309157537,
0.01109857359047134,
0.009895293434183185,
0.009501001847092141,
0.009268015587295331,
0.009101016548994449,
0.009004012146610734,
0.008715110032907643,
0.008461944718900046,
0.008356969898932884,
0.008232157559821238,
0.008061538167488681,
0.006277633961576438,
0.006166944159274271,
0.005976040922159532,
0.0056800533370942475,
0.005492185905281585,
0.005487607009672384,
0.00540491369923235,
0.005351599540769609,
0.005045997735865223,
0.005015893801075998,
0.004916554757482174,
0.00476252002910852,
0.004431749542316731,
0.004120021719851306,
0.0038974780541697895,
0.0038557885180040023,
0.0037793398225105536,
0.0034214963612254476,
0.0032286051673394837,
0.0031595381569150616,
0.003155351806055911,
0.003127539612745419,
0.0030478790189221554,
0.00285333665602479,
0.0025734732128505616,
0.002437078421391166,
0.0022224325521618543,
0.0018017059852655608,
0.001741121328353699,
0.0014453470864830514,
0.0014114903473964682,
0.0013457916157074855,
0.0011574513750969432,
0.0010668143439283803,
0.001061844111754674,
0.0009803725951581042,
0.0008743234455827608,
0.0005330108013338866,
0.00028838621180961646,
0.00010231527443104145,
5.09320650099454e-07
]
},
"cv_performance": {
"prediction": {
"accuracy": 99.1304347826087,
"precision": 100.0,
"recall": 98.0,
"f1": 98.94736842105263
},
"selection": {
"precision": 4.059575106652089,
"recall": 0.4658901830282862,
"f1": 0.8354208288795256,
"jaccard": 0.4197675146383517
}
}
}