Add files using upload-large-folder tool
Browse files- output/regress/Essential_Thrombocythemia/significant_genes_condition_Age.json +120 -0
- output/regress/Essential_Thrombocythemia/significant_genes_condition_Gender.json +1227 -0
- output/regress/Essential_Thrombocythemia/significant_genes_condition_Hypertension.json +528 -0
- output/regress/Essential_Thrombocythemia/significant_genes_condition_None.json +1224 -0
- output/regress/Essential_Thrombocythemia/significant_genes_condition_Obesity.json +1221 -0
- output/regress/Fibromyalgia/significant_genes_condition_Amyotrophic_Lateral_Sclerosis.json +546 -0
- output/regress/Fibromyalgia/significant_genes_condition_Anxiety_disorder.json +423 -0
- output/regress/Fibromyalgia/significant_genes_condition_Arrhythmia.json +414 -0
- output/regress/Fibromyalgia/significant_genes_condition_Epilepsy.json +417 -0
- output/regress/Fibromyalgia/significant_genes_condition_Generalized_Anxiety_Disorder.json +414 -0
output/regress/Essential_Thrombocythemia/significant_genes_condition_Age.json
ADDED
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@@ -0,0 +1,120 @@
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| 1 |
+
{
|
| 2 |
+
"significant_genes": {
|
| 3 |
+
"Variable": [
|
| 4 |
+
"PTCH2",
|
| 5 |
+
"MIR1288",
|
| 6 |
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"NID2",
|
| 7 |
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"GPR137C",
|
| 8 |
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"C1orf43",
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| 9 |
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"LRRN4",
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| 10 |
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"ID4",
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| 11 |
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"NREP",
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| 12 |
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"MIR23B",
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| 13 |
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"SNRPD2P2",
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| 14 |
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"TIFAB",
|
| 15 |
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"ENOSF1",
|
| 16 |
+
"ARHGEF9",
|
| 17 |
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"HGS",
|
| 18 |
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"OR5L2",
|
| 19 |
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"ALOX15",
|
| 20 |
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"PRKAR1B",
|
| 21 |
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"AFF2-IT1",
|
| 22 |
+
"CACNB4",
|
| 23 |
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"TAS2R60",
|
| 24 |
+
"RDM1",
|
| 25 |
+
"MIR1296",
|
| 26 |
+
"CRACR2A",
|
| 27 |
+
"RNA5SP305",
|
| 28 |
+
"C15orf32",
|
| 29 |
+
"BMS1",
|
| 30 |
+
"CA5A",
|
| 31 |
+
"RFPL1S",
|
| 32 |
+
"PTPRN2",
|
| 33 |
+
"ANKRD29",
|
| 34 |
+
"RNU5E-6P",
|
| 35 |
+
"MIR24-1"
|
| 36 |
+
],
|
| 37 |
+
"Coefficient": [
|
| 38 |
+
0.08986126298469241,
|
| 39 |
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0.06570496321527813,
|
| 40 |
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0.05428789400820449,
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| 68 |
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0.0006237195710944893,
|
| 69 |
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9.328957359697495e-16
|
| 70 |
+
],
|
| 71 |
+
"Absolute Coefficient": [
|
| 72 |
+
0.08986126298469241,
|
| 73 |
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0.06570496321527813,
|
| 74 |
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0.05428789400820449,
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| 75 |
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0.028408207090568835,
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0.022306924858325573,
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0.020024652902725468,
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0.011806714940074483,
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0.009013621012100384,
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| 89 |
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0.00782573748003023,
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| 90 |
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0.006528551408149625,
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0.006233366537987046,
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| 94 |
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| 95 |
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0.0042395142645206135,
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| 96 |
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0.0034520767676271586,
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| 97 |
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0.0022941296189575256,
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| 98 |
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0.002227749125507877,
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| 99 |
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0.0019489466521058823,
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| 100 |
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0.0011966350466749707,
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| 101 |
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| 102 |
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0.0006237195710944893,
|
| 103 |
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9.328957359697495e-16
|
| 104 |
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]
|
| 105 |
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},
|
| 106 |
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"cv_performance": {
|
| 107 |
+
"prediction": {
|
| 108 |
+
"accuracy": 97.14285714285714,
|
| 109 |
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"precision": 60.0,
|
| 110 |
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"recall": 50.0,
|
| 111 |
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"f1": 53.33333333333333
|
| 112 |
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},
|
| 113 |
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"selection": {
|
| 114 |
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"precision": 0.7692307692307693,
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| 115 |
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"recall": 0.4444444444444445,
|
| 116 |
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"f1": 0.5633802816901409,
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| 117 |
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"jaccard": 0.2857142857142857
|
| 118 |
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}
|
| 119 |
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}
|
| 120 |
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}
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output/regress/Essential_Thrombocythemia/significant_genes_condition_Gender.json
ADDED
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@@ -0,0 +1,1227 @@
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|
| 1 |
+
{
|
| 2 |
+
"significant_genes": {
|
| 3 |
+
"Variable": [
|
| 4 |
+
"A1CF",
|
| 5 |
+
"A1BG",
|
| 6 |
+
"AAAS",
|
| 7 |
+
"A4GALT",
|
| 8 |
+
"AADACL3",
|
| 9 |
+
"A3GALT2",
|
| 10 |
+
"AADACL2",
|
| 11 |
+
"ABCA1",
|
| 12 |
+
"A4GNT",
|
| 13 |
+
"AADAT",
|
| 14 |
+
"AAA1",
|
| 15 |
+
"ABCD1",
|
| 16 |
+
"ABI3BP",
|
| 17 |
+
"AADAC",
|
| 18 |
+
"ABCG2",
|
| 19 |
+
"ACBD4",
|
| 20 |
+
"A2M",
|
| 21 |
+
"ABCC9",
|
| 22 |
+
"ABCA11P",
|
| 23 |
+
"AADACL4",
|
| 24 |
+
"ABTB2",
|
| 25 |
+
"ABCA8",
|
| 26 |
+
"ACAD8",
|
| 27 |
+
"ADAMTS20",
|
| 28 |
+
"AAK1",
|
| 29 |
+
"ABRA",
|
| 30 |
+
"ABCA2",
|
| 31 |
+
"AAGAB",
|
| 32 |
+
"AATK",
|
| 33 |
+
"ACSS2",
|
| 34 |
+
"AASDHPPT",
|
| 35 |
+
"ABHD14B",
|
| 36 |
+
"ABHD15",
|
| 37 |
+
"ABCC10",
|
| 38 |
+
"ACTL8",
|
| 39 |
+
"ABCD4",
|
| 40 |
+
"ABCG8",
|
| 41 |
+
"ABCA10",
|
| 42 |
+
"ABCA4",
|
| 43 |
+
"ABLIM2",
|
| 44 |
+
"ACVR2B",
|
| 45 |
+
"A2ML1",
|
| 46 |
+
"ABHD12B",
|
| 47 |
+
"ABHD1",
|
| 48 |
+
"ABAT",
|
| 49 |
+
"ACTG2",
|
| 50 |
+
"ABCC6",
|
| 51 |
+
"ABCA3",
|
| 52 |
+
"ACAP2",
|
| 53 |
+
"ABHD17C",
|
| 54 |
+
"ABLIM3",
|
| 55 |
+
"ABCA13",
|
| 56 |
+
"ABHD18",
|
| 57 |
+
"AARS2",
|
| 58 |
+
"AASS",
|
| 59 |
+
"AFG2B",
|
| 60 |
+
"ABCA12",
|
| 61 |
+
"ABR",
|
| 62 |
+
"ABHD16B",
|
| 63 |
+
"AAMP",
|
| 64 |
+
"ACVRL1",
|
| 65 |
+
"ACSM5",
|
| 66 |
+
"ACBD3",
|
| 67 |
+
"ADAM32",
|
| 68 |
+
"ACTBL2",
|
| 69 |
+
"ACKR3",
|
| 70 |
+
"ABHD6",
|
| 71 |
+
"AAMDC",
|
| 72 |
+
"ADAMTS17",
|
| 73 |
+
"AACSP1",
|
| 74 |
+
"ACAT1",
|
| 75 |
+
"ACACB",
|
| 76 |
+
"ABCC11",
|
| 77 |
+
"ABCD3",
|
| 78 |
+
"ABCB1",
|
| 79 |
+
"ABHD14A",
|
| 80 |
+
"ADGRD1",
|
| 81 |
+
"ACSL5",
|
| 82 |
+
"ABCC2",
|
| 83 |
+
"ABCF2",
|
| 84 |
+
"ABHD13",
|
| 85 |
+
"AEBP1",
|
| 86 |
+
"ALKBH1",
|
| 87 |
+
"ADIG",
|
| 88 |
+
"ACOX2",
|
| 89 |
+
"ACRV1",
|
| 90 |
+
"ACO1",
|
| 91 |
+
"ALDH1B1",
|
| 92 |
+
"ACTA2",
|
| 93 |
+
"ABHD17A",
|
| 94 |
+
"ABCF3",
|
| 95 |
+
"ABO",
|
| 96 |
+
"ACP6",
|
| 97 |
+
"ABHD12",
|
| 98 |
+
"ACSBG1",
|
| 99 |
+
"ARSF",
|
| 100 |
+
"ADCK2",
|
| 101 |
+
"ACAT2",
|
| 102 |
+
"ABL1",
|
| 103 |
+
"ACSL6",
|
| 104 |
+
"ACADM",
|
| 105 |
+
"ACADS",
|
| 106 |
+
"ADGRG1",
|
| 107 |
+
"ADGRG2",
|
| 108 |
+
"ANKRD20A1",
|
| 109 |
+
"ASXL3",
|
| 110 |
+
"ACOX3",
|
| 111 |
+
"ADPGK",
|
| 112 |
+
"ABHD17B",
|
| 113 |
+
"AGAP10P",
|
| 114 |
+
"AATF",
|
| 115 |
+
"ABHD8",
|
| 116 |
+
"ADAMTS7",
|
| 117 |
+
"ARPC3",
|
| 118 |
+
"ADAMTS6",
|
| 119 |
+
"ABCB7",
|
| 120 |
+
"ANXA10",
|
| 121 |
+
"AFMID",
|
| 122 |
+
"AMOTL2",
|
| 123 |
+
"BANF2",
|
| 124 |
+
"ANKRD42",
|
| 125 |
+
"ADGRL1",
|
| 126 |
+
"ACOT9",
|
| 127 |
+
"ADAM18",
|
| 128 |
+
"ABRACL",
|
| 129 |
+
"AHR",
|
| 130 |
+
"ANKRD33",
|
| 131 |
+
"ACE",
|
| 132 |
+
"ABCB4",
|
| 133 |
+
"ALB",
|
| 134 |
+
"C1orf220",
|
| 135 |
+
"ABCB6",
|
| 136 |
+
"ARHGEF19",
|
| 137 |
+
"ABCE1",
|
| 138 |
+
"ACTR8",
|
| 139 |
+
"ABCG5",
|
| 140 |
+
"ACTN4",
|
| 141 |
+
"DRICH1",
|
| 142 |
+
"ADAMTS19",
|
| 143 |
+
"ACSF2",
|
| 144 |
+
"AGT",
|
| 145 |
+
"ANGPTL7",
|
| 146 |
+
"ADAP2",
|
| 147 |
+
"ALPK1",
|
| 148 |
+
"ACSM2B",
|
| 149 |
+
"AFF1",
|
| 150 |
+
"ADGRL4",
|
| 151 |
+
"ACTL7B",
|
| 152 |
+
"C1QL2",
|
| 153 |
+
"AGBL2",
|
| 154 |
+
"ADAM2",
|
| 155 |
+
"ACSL3",
|
| 156 |
+
"AHCY",
|
| 157 |
+
"ADARB2-AS1",
|
| 158 |
+
"ABCF1",
|
| 159 |
+
"ABI3",
|
| 160 |
+
"ANG",
|
| 161 |
+
"ABCA6",
|
| 162 |
+
"ADGRG3",
|
| 163 |
+
"ABHD11",
|
| 164 |
+
"ABRAXAS1",
|
| 165 |
+
"ACYP2",
|
| 166 |
+
"AHSA2P",
|
| 167 |
+
"AMDHD1",
|
| 168 |
+
"ADRA2B",
|
| 169 |
+
"ACOT7",
|
| 170 |
+
"C11orf16",
|
| 171 |
+
"AMBRA1",
|
| 172 |
+
"CASC2",
|
| 173 |
+
"ADGRA2",
|
| 174 |
+
"ACTR6",
|
| 175 |
+
"AASDH",
|
| 176 |
+
"CATSPER3",
|
| 177 |
+
"ADORA3",
|
| 178 |
+
"AGR3",
|
| 179 |
+
"ADAM33",
|
| 180 |
+
"ADCY2",
|
| 181 |
+
"EXTL1",
|
| 182 |
+
"AGBL1",
|
| 183 |
+
"DPEP3",
|
| 184 |
+
"ADAMTS4",
|
| 185 |
+
"EID3",
|
| 186 |
+
"ACAP3",
|
| 187 |
+
"ADAMTS14",
|
| 188 |
+
"ALX3",
|
| 189 |
+
"IFNK",
|
| 190 |
+
"CCDC7",
|
| 191 |
+
"ADAM17",
|
| 192 |
+
"ACTL10",
|
| 193 |
+
"WDR97",
|
| 194 |
+
"ADAM20",
|
| 195 |
+
"C1orf115",
|
| 196 |
+
"ADCY4",
|
| 197 |
+
"ABI1",
|
| 198 |
+
"ADAM9",
|
| 199 |
+
"ADCY9",
|
| 200 |
+
"ADIPOR2",
|
| 201 |
+
"ANK1",
|
| 202 |
+
"FGFR1",
|
| 203 |
+
"AFM",
|
| 204 |
+
"ADAM10",
|
| 205 |
+
"AARSD1",
|
| 206 |
+
"ANO2",
|
| 207 |
+
"ADGRL2",
|
| 208 |
+
"AARD",
|
| 209 |
+
"AKR7A2",
|
| 210 |
+
"ABCC13",
|
| 211 |
+
"ABCD2",
|
| 212 |
+
"ABCA7",
|
| 213 |
+
"C1orf35",
|
| 214 |
+
"ABHD3",
|
| 215 |
+
"ARHGEF26",
|
| 216 |
+
"SOX1",
|
| 217 |
+
"ADPRH",
|
| 218 |
+
"ADRA2A",
|
| 219 |
+
"ALLC",
|
| 220 |
+
"ACSM1",
|
| 221 |
+
"IGFBP1",
|
| 222 |
+
"ACSM2A",
|
| 223 |
+
"ACKR4",
|
| 224 |
+
"AKIRIN2",
|
| 225 |
+
"ARFGEF3",
|
| 226 |
+
"ACIN1",
|
| 227 |
+
"IGFL3",
|
| 228 |
+
"BRDT",
|
| 229 |
+
"ACOT2",
|
| 230 |
+
"C1D",
|
| 231 |
+
"C5orf58",
|
| 232 |
+
"GPC5",
|
| 233 |
+
"ANKRD7",
|
| 234 |
+
"ACTA1",
|
| 235 |
+
"CHRNA10",
|
| 236 |
+
"ABCC12",
|
| 237 |
+
"ASGR1",
|
| 238 |
+
"ANGPTL2",
|
| 239 |
+
"ARHGEF28",
|
| 240 |
+
"ABRAXAS2",
|
| 241 |
+
"ADAMTSL3",
|
| 242 |
+
"ALDH1L1",
|
| 243 |
+
"CTNNBL1",
|
| 244 |
+
"ADGRG5",
|
| 245 |
+
"AFG1L",
|
| 246 |
+
"ABITRAM",
|
| 247 |
+
"BPIFB1",
|
| 248 |
+
"ACTC1",
|
| 249 |
+
"ACER1",
|
| 250 |
+
"ANGPTL3",
|
| 251 |
+
"ALDH3B1",
|
| 252 |
+
"PCDHGA6",
|
| 253 |
+
"ALDH1A1",
|
| 254 |
+
"ADAM19",
|
| 255 |
+
"APOA5",
|
| 256 |
+
"ACCSL",
|
| 257 |
+
"ARL14",
|
| 258 |
+
"PRUNE2",
|
| 259 |
+
"SNORA37",
|
| 260 |
+
"ACBD7",
|
| 261 |
+
"ABCC1",
|
| 262 |
+
"AKAP10",
|
| 263 |
+
"ACTB",
|
| 264 |
+
"AKR1D1",
|
| 265 |
+
"RBM11",
|
| 266 |
+
"ADCY7",
|
| 267 |
+
"ACSS3",
|
| 268 |
+
"ABHD2",
|
| 269 |
+
"DMD",
|
| 270 |
+
"BET1L",
|
| 271 |
+
"ADGRE1",
|
| 272 |
+
"ARL6IP6",
|
| 273 |
+
"HLA-DRB3",
|
| 274 |
+
"BTNL2",
|
| 275 |
+
"ADGRF1",
|
| 276 |
+
"C10orf55",
|
| 277 |
+
"ADAT3",
|
| 278 |
+
"ADORA2B",
|
| 279 |
+
"CCDC39",
|
| 280 |
+
"ANKRD53",
|
| 281 |
+
"HMX3",
|
| 282 |
+
"PRR22",
|
| 283 |
+
"AGO2",
|
| 284 |
+
"ADRA1A",
|
| 285 |
+
"GJA9",
|
| 286 |
+
"GBA3",
|
| 287 |
+
"ADAM21P1",
|
| 288 |
+
"CALHM6",
|
| 289 |
+
"ADCY6",
|
| 290 |
+
"ASB13",
|
| 291 |
+
"ADAMTSL4-AS1",
|
| 292 |
+
"CFAP144P1",
|
| 293 |
+
"ANAPC7",
|
| 294 |
+
"ADGRB3",
|
| 295 |
+
"C1R",
|
| 296 |
+
"AKR1B1",
|
| 297 |
+
"BACE1",
|
| 298 |
+
"C22orf39",
|
| 299 |
+
"ANO8",
|
| 300 |
+
"FGG",
|
| 301 |
+
"ABHD5",
|
| 302 |
+
"APOL3",
|
| 303 |
+
"ACTL6A",
|
| 304 |
+
"C16orf78",
|
| 305 |
+
"ABLIM1",
|
| 306 |
+
"ACBD6",
|
| 307 |
+
"ANOS1",
|
| 308 |
+
"IPO13",
|
| 309 |
+
"TMEM230",
|
| 310 |
+
"CAPS",
|
| 311 |
+
"ANKRD1",
|
| 312 |
+
"ARHGAP20",
|
| 313 |
+
"FAM47B",
|
| 314 |
+
"PLAAT2",
|
| 315 |
+
"ALOX12B",
|
| 316 |
+
"ALKBH6",
|
| 317 |
+
"ANGPT2",
|
| 318 |
+
"ACLY",
|
| 319 |
+
"C4A",
|
| 320 |
+
"ARHGEF17",
|
| 321 |
+
"ARHGAP35",
|
| 322 |
+
"ABCB11",
|
| 323 |
+
"GEMIN8",
|
| 324 |
+
"ADAT1",
|
| 325 |
+
"ADAMTSL1",
|
| 326 |
+
"ABT1",
|
| 327 |
+
"ADAM23",
|
| 328 |
+
"RNF121",
|
| 329 |
+
"F10",
|
| 330 |
+
"OR8I2",
|
| 331 |
+
"C1orf52",
|
| 332 |
+
"EIF1AY",
|
| 333 |
+
"ACACA",
|
| 334 |
+
"GSTM3",
|
| 335 |
+
"ZNF813",
|
| 336 |
+
"ARSD",
|
| 337 |
+
"DDX3Y",
|
| 338 |
+
"MSANTD3",
|
| 339 |
+
"ANGEL1",
|
| 340 |
+
"CLIP3",
|
| 341 |
+
"CCDC149",
|
| 342 |
+
"ADAP1",
|
| 343 |
+
"MYL7",
|
| 344 |
+
"APOH",
|
| 345 |
+
"AMER2",
|
| 346 |
+
"BRAP",
|
| 347 |
+
"ACTR10",
|
| 348 |
+
"AGAP9",
|
| 349 |
+
"ADGRG4",
|
| 350 |
+
"ABCA9",
|
| 351 |
+
"ARHGEF9",
|
| 352 |
+
"ADGRD2",
|
| 353 |
+
"BCL7A",
|
| 354 |
+
"CAT",
|
| 355 |
+
"ADRA1B",
|
| 356 |
+
"ANXA2P1",
|
| 357 |
+
"DNAAF11",
|
| 358 |
+
"AIRIM",
|
| 359 |
+
"ARX",
|
| 360 |
+
"AJUBA",
|
| 361 |
+
"BOLA2",
|
| 362 |
+
"ABCC8",
|
| 363 |
+
"AP3D1",
|
| 364 |
+
"C3orf36",
|
| 365 |
+
"ADGRF4",
|
| 366 |
+
"ATP2A1",
|
| 367 |
+
"SNTG2",
|
| 368 |
+
"HRNR",
|
| 369 |
+
"CFAP92",
|
| 370 |
+
"ALDH8A1",
|
| 371 |
+
"MTNR1B",
|
| 372 |
+
"ESRP2",
|
| 373 |
+
"SV2B",
|
| 374 |
+
"ERAP2",
|
| 375 |
+
"BTBD9",
|
| 376 |
+
"AREL1",
|
| 377 |
+
"ANKRD24",
|
| 378 |
+
"KLC4",
|
| 379 |
+
"CCDC102B",
|
| 380 |
+
"HLA-DRB4",
|
| 381 |
+
"BHLHA15",
|
| 382 |
+
"BAGE",
|
| 383 |
+
"GFOD1",
|
| 384 |
+
"DCN",
|
| 385 |
+
"ADAMTS3",
|
| 386 |
+
"AMER3",
|
| 387 |
+
"ARHGEF6",
|
| 388 |
+
"ACSS1",
|
| 389 |
+
"CEP250",
|
| 390 |
+
"ANKS3",
|
| 391 |
+
"AP2B1",
|
| 392 |
+
"CCDC144BP",
|
| 393 |
+
"AP1B1",
|
| 394 |
+
"ARID1A",
|
| 395 |
+
"BTG3",
|
| 396 |
+
"CCDC185",
|
| 397 |
+
"DNAJC16",
|
| 398 |
+
"CASP7",
|
| 399 |
+
"CHST14",
|
| 400 |
+
"ABHD17AP3",
|
| 401 |
+
"ANKRD20A2P",
|
| 402 |
+
"C4B",
|
| 403 |
+
"ANKRD20A4P",
|
| 404 |
+
"ANKRD20A3P"
|
| 405 |
+
],
|
| 406 |
+
"Coefficient": [
|
| 407 |
+
0.2173015793945312,
|
| 408 |
+
-0.14796316918029934,
|
| 409 |
+
-0.1001848740123243,
|
| 410 |
+
0.07812094715833359,
|
| 411 |
+
0.06604866938145339,
|
| 412 |
+
0.0634818221102846,
|
| 413 |
+
-0.0493250910545609,
|
| 414 |
+
0.04568310831765914,
|
| 415 |
+
-0.04125846115173281,
|
| 416 |
+
-0.036547098224244796,
|
| 417 |
+
-0.035097754773702805,
|
| 418 |
+
0.03508613475282103,
|
| 419 |
+
-0.03290757741129174,
|
| 420 |
+
0.03190511223560733,
|
| 421 |
+
0.03170584955321741,
|
| 422 |
+
0.030499521147972677,
|
| 423 |
+
0.029471582290673357,
|
| 424 |
+
-0.028647689915527075,
|
| 425 |
+
-0.02800824173922618,
|
| 426 |
+
-0.0275372716832396,
|
| 427 |
+
-0.027031994324409742,
|
| 428 |
+
-0.026381268649877603,
|
| 429 |
+
0.023826858075225468,
|
| 430 |
+
-0.02363402575427189,
|
| 431 |
+
-0.023363318913798014,
|
| 432 |
+
0.02301085433719396,
|
| 433 |
+
0.022681810581577998,
|
| 434 |
+
-0.022108863124137217,
|
| 435 |
+
0.021947271026832332,
|
| 436 |
+
-0.021668581006270164,
|
| 437 |
+
-0.021634074432972456,
|
| 438 |
+
0.021375959403693846,
|
| 439 |
+
-0.021303519442064614,
|
| 440 |
+
-0.020673137273680357,
|
| 441 |
+
-0.020488808115078125,
|
| 442 |
+
-0.02007419413260365,
|
| 443 |
+
-0.01969917147192647,
|
| 444 |
+
0.01895945426471097,
|
| 445 |
+
-0.018053530742266583,
|
| 446 |
+
-0.017952246317700142,
|
| 447 |
+
0.017810446557113255,
|
| 448 |
+
-0.017740166325335097,
|
| 449 |
+
0.017339587487769675,
|
| 450 |
+
0.017199956569609147,
|
| 451 |
+
0.01593205295194459,
|
| 452 |
+
0.01555424578417175,
|
| 453 |
+
0.015450681026945978,
|
| 454 |
+
0.015372406915163176,
|
| 455 |
+
-0.015300143092358845,
|
| 456 |
+
-0.015074954932945275,
|
| 457 |
+
0.014736223643500282,
|
| 458 |
+
-0.014214858220956549,
|
| 459 |
+
0.014210324426678661,
|
| 460 |
+
-0.013505625740038303,
|
| 461 |
+
0.012965388941849407,
|
| 462 |
+
0.01264457977305268,
|
| 463 |
+
0.012395543235685992,
|
| 464 |
+
-0.01232664535310144,
|
| 465 |
+
0.011982976582593922,
|
| 466 |
+
-0.011661024761527182,
|
| 467 |
+
-0.011630181138303549,
|
| 468 |
+
-0.011568900884507342,
|
| 469 |
+
0.011068903881135187,
|
| 470 |
+
-0.011037344513086345,
|
| 471 |
+
-0.010749061416035178,
|
| 472 |
+
0.01073367477313734,
|
| 473 |
+
0.01058727675145064,
|
| 474 |
+
0.009770976788471945,
|
| 475 |
+
0.00972951388834438,
|
| 476 |
+
-0.009657743141097021,
|
| 477 |
+
0.00964332300511033,
|
| 478 |
+
0.009604987659862011,
|
| 479 |
+
0.009563046915897265,
|
| 480 |
+
-0.009546451141822055,
|
| 481 |
+
-0.008908250696625191,
|
| 482 |
+
-0.008727768385146247,
|
| 483 |
+
-0.008673381920497438,
|
| 484 |
+
0.008370550342690219,
|
| 485 |
+
-0.008280669535981678,
|
| 486 |
+
-0.008236784710863115,
|
| 487 |
+
0.007853180806981682,
|
| 488 |
+
0.007731391870231443,
|
| 489 |
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0.007690189728640682,
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8.340016711426959e-21
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],
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| 809 |
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"Absolute Coefficient": [
|
| 810 |
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0.2173015793945312,
|
| 811 |
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0.14796316918029934,
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| 1150 |
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| 1151 |
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5.856243106975674e-05,
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| 1152 |
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5.390370335770485e-05,
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| 1153 |
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| 1154 |
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| 1155 |
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5.0363928871237534e-05,
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| 1156 |
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| 1157 |
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4.673802883625112e-05,
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| 1158 |
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4.386906959462238e-05,
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| 1159 |
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| 1160 |
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4.331622269147717e-05,
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| 1161 |
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| 1162 |
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| 1163 |
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3.354590254488895e-05,
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| 1165 |
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3.3412692223464765e-05,
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3.0182564703968086e-05,
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2.4890703824650725e-05,
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2.296026259796168e-05,
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2.165280903490136e-05,
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1.1454787278212158e-05,
|
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1.1136263307165662e-05,
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1.03066445318563e-05,
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1.0093550896817066e-05,
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6.427285399870689e-06,
|
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6.419938749874534e-06,
|
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5.449394536692486e-06,
|
| 1193 |
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5.359140811276611e-06,
|
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5.270321887008631e-06,
|
| 1195 |
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5.173218547803741e-06,
|
| 1196 |
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5.1109291272420015e-06,
|
| 1197 |
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4.469361704540194e-06,
|
| 1198 |
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4.247326280479962e-06,
|
| 1199 |
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3.350150883336845e-06,
|
| 1200 |
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1.4154035615366463e-06,
|
| 1201 |
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1.0328355778732891e-06,
|
| 1202 |
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1.029605238143243e-06,
|
| 1203 |
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2.2595968083457163e-07,
|
| 1204 |
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2.0811909602944476e-07,
|
| 1205 |
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5.5099973220764485e-08,
|
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1.4534313923337984e-15,
|
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1.529003063761609e-17,
|
| 1208 |
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6.402352828805427e-18,
|
| 1209 |
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5.421010862427523e-20,
|
| 1210 |
+
8.340016711426959e-21
|
| 1211 |
+
]
|
| 1212 |
+
},
|
| 1213 |
+
"cv_performance": {
|
| 1214 |
+
"prediction": {
|
| 1215 |
+
"accuracy": 100.0,
|
| 1216 |
+
"precision": 100.0,
|
| 1217 |
+
"recall": 100.0,
|
| 1218 |
+
"f1": 100.0
|
| 1219 |
+
},
|
| 1220 |
+
"selection": {
|
| 1221 |
+
"precision": 0.30882654775323254,
|
| 1222 |
+
"recall": 2.2222222222222223,
|
| 1223 |
+
"f1": 0.5422208402739392,
|
| 1224 |
+
"jaccard": 0.2721576105260896
|
| 1225 |
+
}
|
| 1226 |
+
}
|
| 1227 |
+
}
|
output/regress/Essential_Thrombocythemia/significant_genes_condition_Hypertension.json
ADDED
|
@@ -0,0 +1,528 @@
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|
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|
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|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
|
|
| 1 |
+
{
|
| 2 |
+
"significant_genes": {
|
| 3 |
+
"Variable": [
|
| 4 |
+
"GPR27",
|
| 5 |
+
"RBX1",
|
| 6 |
+
"BAMBI",
|
| 7 |
+
"H2BC8",
|
| 8 |
+
"GNA11",
|
| 9 |
+
"GSS",
|
| 10 |
+
"EFEMP2",
|
| 11 |
+
"RHBDD3",
|
| 12 |
+
"ABCC4",
|
| 13 |
+
"SOX15",
|
| 14 |
+
"IKBKG",
|
| 15 |
+
"HTATIP2",
|
| 16 |
+
"H2BC6",
|
| 17 |
+
"DLEU1",
|
| 18 |
+
"TMSB15B",
|
| 19 |
+
"TSPAN15",
|
| 20 |
+
"HLA-DRB3",
|
| 21 |
+
"ARHGAP6",
|
| 22 |
+
"TGFB2",
|
| 23 |
+
"TMSB4Y",
|
| 24 |
+
"CSTA",
|
| 25 |
+
"CMAHP",
|
| 26 |
+
"EEF1B2",
|
| 27 |
+
"TMSB4X",
|
| 28 |
+
"TAGLN3",
|
| 29 |
+
"CA1",
|
| 30 |
+
"DDX5",
|
| 31 |
+
"ETV7",
|
| 32 |
+
"ACTR2",
|
| 33 |
+
"ARG2",
|
| 34 |
+
"GMPR",
|
| 35 |
+
"ACTN1",
|
| 36 |
+
"HMGB2",
|
| 37 |
+
"VCAM1",
|
| 38 |
+
"NOCT",
|
| 39 |
+
"DSPP",
|
| 40 |
+
"TIMP1",
|
| 41 |
+
"TMOD1",
|
| 42 |
+
"TBX10",
|
| 43 |
+
"SULT2B1",
|
| 44 |
+
"RBMS3",
|
| 45 |
+
"CRYM",
|
| 46 |
+
"ELF3",
|
| 47 |
+
"MYL9",
|
| 48 |
+
"SRP72",
|
| 49 |
+
"PTCRA",
|
| 50 |
+
"NFIB",
|
| 51 |
+
"NRGN",
|
| 52 |
+
"FKBP8",
|
| 53 |
+
"GP9",
|
| 54 |
+
"RPL18A",
|
| 55 |
+
"TP53TG3",
|
| 56 |
+
"PGLYRP4",
|
| 57 |
+
"LMNA",
|
| 58 |
+
"SYNM",
|
| 59 |
+
"PRUNE1",
|
| 60 |
+
"TMEM123",
|
| 61 |
+
"CANX",
|
| 62 |
+
"PCYT1B",
|
| 63 |
+
"GNB5",
|
| 64 |
+
"MLH3",
|
| 65 |
+
"EPOR",
|
| 66 |
+
"SLC12A6",
|
| 67 |
+
"CA2",
|
| 68 |
+
"LGALSL",
|
| 69 |
+
"RPL41",
|
| 70 |
+
"NAT8B",
|
| 71 |
+
"FSTL1",
|
| 72 |
+
"PAGR1",
|
| 73 |
+
"CALML4",
|
| 74 |
+
"PDLIM7",
|
| 75 |
+
"BEX3",
|
| 76 |
+
"GATA1",
|
| 77 |
+
"PTGS1",
|
| 78 |
+
"HAVCR1",
|
| 79 |
+
"INF2",
|
| 80 |
+
"ACTB",
|
| 81 |
+
"CTNS",
|
| 82 |
+
"DR1",
|
| 83 |
+
"CLDN5",
|
| 84 |
+
"ABLIM3",
|
| 85 |
+
"HSD17B3",
|
| 86 |
+
"PDZK1IP1",
|
| 87 |
+
"MGLL",
|
| 88 |
+
"ARL4D",
|
| 89 |
+
"HLA-DRB1",
|
| 90 |
+
"PVALB",
|
| 91 |
+
"RPS16",
|
| 92 |
+
"DBN1",
|
| 93 |
+
"ZC3H13",
|
| 94 |
+
"PDGFC",
|
| 95 |
+
"NEUROD2",
|
| 96 |
+
"HBE1",
|
| 97 |
+
"GUCY1B1",
|
| 98 |
+
"CLIC5",
|
| 99 |
+
"RAB31",
|
| 100 |
+
"UBL4A",
|
| 101 |
+
"HMG20B",
|
| 102 |
+
"FHL2",
|
| 103 |
+
"NENF",
|
| 104 |
+
"HBG1",
|
| 105 |
+
"PIWIL2",
|
| 106 |
+
"FGF1",
|
| 107 |
+
"MEIS1",
|
| 108 |
+
"PTP4A1",
|
| 109 |
+
"RPLP1",
|
| 110 |
+
"RETNLB",
|
| 111 |
+
"ARL3",
|
| 112 |
+
"RPS17",
|
| 113 |
+
"TSC22D1",
|
| 114 |
+
"PRX",
|
| 115 |
+
"PGRMC1",
|
| 116 |
+
"H2AC11",
|
| 117 |
+
"EFHC2",
|
| 118 |
+
"CLEC1B",
|
| 119 |
+
"H2BC11",
|
| 120 |
+
"GPX1",
|
| 121 |
+
"AIMP2",
|
| 122 |
+
"RAB3IL1",
|
| 123 |
+
"CEP104",
|
| 124 |
+
"RPLP0",
|
| 125 |
+
"CYB561",
|
| 126 |
+
"FMO4",
|
| 127 |
+
"HSP90AA2P",
|
| 128 |
+
"MAX",
|
| 129 |
+
"RPS9",
|
| 130 |
+
"LIMS1",
|
| 131 |
+
"ETV1",
|
| 132 |
+
"MFAP3L",
|
| 133 |
+
"VIM",
|
| 134 |
+
"CALM3",
|
| 135 |
+
"TGFB1I1",
|
| 136 |
+
"BCR",
|
| 137 |
+
"INE1",
|
| 138 |
+
"PKIG",
|
| 139 |
+
"GPR12",
|
| 140 |
+
"RAB1A",
|
| 141 |
+
"MMP1",
|
| 142 |
+
"LAPTM4B",
|
| 143 |
+
"AGPAT1",
|
| 144 |
+
"BMP6",
|
| 145 |
+
"WWOX",
|
| 146 |
+
"PLEKHG3",
|
| 147 |
+
"GNG11",
|
| 148 |
+
"FNTB",
|
| 149 |
+
"ANXA1",
|
| 150 |
+
"NOS1",
|
| 151 |
+
"USP25",
|
| 152 |
+
"SEPTIN5",
|
| 153 |
+
"RPL24",
|
| 154 |
+
"ACAA2",
|
| 155 |
+
"CYB5R1",
|
| 156 |
+
"EIF2AK1",
|
| 157 |
+
"TPM1",
|
| 158 |
+
"JUND",
|
| 159 |
+
"RABGAP1L",
|
| 160 |
+
"GLA",
|
| 161 |
+
"GSTM5",
|
| 162 |
+
"EPHB4",
|
| 163 |
+
"HCLS1",
|
| 164 |
+
"RAB13",
|
| 165 |
+
"RREB1",
|
| 166 |
+
"TRB",
|
| 167 |
+
"CTSB",
|
| 168 |
+
"ABCC3",
|
| 169 |
+
"SMOX",
|
| 170 |
+
"RAB27B",
|
| 171 |
+
"CAV2"
|
| 172 |
+
],
|
| 173 |
+
"Coefficient": [
|
| 174 |
+
-0.10330490714331074,
|
| 175 |
+
0.09999724279854719,
|
| 176 |
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0.09651884818012631,
|
| 177 |
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|
| 178 |
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|
| 179 |
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0.08044460879885935,
|
| 180 |
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|
| 181 |
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|
| 182 |
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|
| 183 |
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|
| 184 |
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0.0700493028578977,
|
| 185 |
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0.06999102546149794,
|
| 186 |
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0.06659352300972396,
|
| 187 |
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0.05717106840840732,
|
| 188 |
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0.05688354448181755,
|
| 189 |
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|
| 190 |
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0.05491781858324717,
|
| 191 |
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0.0546141535916707,
|
| 192 |
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0.053931922520913715,
|
| 193 |
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|
| 194 |
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0.049209052632514745,
|
| 195 |
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|
| 196 |
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|
| 197 |
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|
| 198 |
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0.044512514329698404,
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| 199 |
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|
| 200 |
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0.04303883983603521,
|
| 201 |
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0.042924262274056865,
|
| 202 |
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0.04245837240765041,
|
| 203 |
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|
| 204 |
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|
| 205 |
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|
| 206 |
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0.0405643524558248,
|
| 207 |
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| 208 |
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| 209 |
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|
| 210 |
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0.0376479798633902,
|
| 211 |
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|
| 212 |
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| 213 |
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0.037075449643035024,
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| 215 |
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| 216 |
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0.03380191469113875,
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| 217 |
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0.03362095721046558,
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| 218 |
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0.03341963322295117,
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| 219 |
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| 220 |
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| 221 |
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0.032086550887669145,
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| 222 |
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0.03184760788187314,
|
| 223 |
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0.031289370099856585,
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| 224 |
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| 225 |
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| 226 |
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0.029643626499712562,
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| 227 |
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| 228 |
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| 229 |
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| 230 |
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0.026694089274473736,
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| 231 |
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0.026570441959316352,
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| 232 |
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0.026434946510770874,
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| 233 |
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0.02606305321209553,
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| 234 |
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| 235 |
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0.025775956147225745,
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| 236 |
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0.024703092479200335,
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| 237 |
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|
| 238 |
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| 239 |
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0.02261365921640613,
|
| 240 |
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0.022486662201401466,
|
| 241 |
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|
| 242 |
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|
| 243 |
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0.02232153295937161,
|
| 244 |
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0.02200964467059926,
|
| 245 |
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0.021018104643178787,
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| 246 |
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0.020394603724431568,
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| 247 |
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|
| 248 |
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|
| 249 |
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|
| 250 |
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0.020218824724859946,
|
| 251 |
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0.019876441892243926,
|
| 252 |
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0.019857814375058555,
|
| 253 |
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|
| 254 |
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0.019269686469115213,
|
| 255 |
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|
| 256 |
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0.01918487241292035,
|
| 257 |
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0.017563006217531013,
|
| 258 |
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|
| 259 |
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0.01710973127841764,
|
| 260 |
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0.01660983990167003,
|
| 261 |
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|
| 262 |
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0.016052421804550562,
|
| 263 |
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0.01597040876832773,
|
| 264 |
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|
| 265 |
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0.015570761604541974,
|
| 266 |
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-0.015235447736085409,
|
| 267 |
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-0.015112889446894926,
|
| 268 |
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|
| 269 |
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-0.014343892909901897,
|
| 270 |
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0.013689101773112184,
|
| 271 |
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0.013659973185716861,
|
| 272 |
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0.01241115948316672,
|
| 273 |
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-0.011416948051473369,
|
| 274 |
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0.011339769037819003,
|
| 275 |
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0.011211646172600431,
|
| 276 |
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| 277 |
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|
| 278 |
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|
| 279 |
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|
| 280 |
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-0.01018015090043923,
|
| 281 |
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0.009764451725383348,
|
| 282 |
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0.009224286287591758,
|
| 283 |
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-0.008996051793614625,
|
| 284 |
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0.008694439414585012,
|
| 285 |
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-0.008012169569170512,
|
| 286 |
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-0.007980572101435551,
|
| 287 |
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-0.007818707783793094,
|
| 288 |
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0.007801407305185502,
|
| 289 |
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0.007383431673302627,
|
| 290 |
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0.007183103908144864,
|
| 291 |
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0.007139225363308194,
|
| 292 |
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0.0071072643198221925,
|
| 293 |
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-0.00700453719482252,
|
| 294 |
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0.006882726790320638,
|
| 295 |
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0.0068804162739044585,
|
| 296 |
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0.0066699242001968155,
|
| 297 |
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-0.006529058838117305,
|
| 298 |
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-0.006526349089288448,
|
| 299 |
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0.006340393709253174,
|
| 300 |
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-0.006190520978154684,
|
| 301 |
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-0.005846354171270868,
|
| 302 |
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-0.005662058111213007,
|
| 303 |
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0.005636627233676231,
|
| 304 |
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0.005122593775952853,
|
| 305 |
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0.0050723628541124235,
|
| 306 |
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0.00484873420944746,
|
| 307 |
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-0.0045027839145950575,
|
| 308 |
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0.00438270325984054,
|
| 309 |
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0.004340972632636166,
|
| 310 |
+
-0.004200543641498738,
|
| 311 |
+
0.003729052919087517,
|
| 312 |
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0.0035781055866597,
|
| 313 |
+
0.003354457831036924,
|
| 314 |
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0.0027382203824732067,
|
| 315 |
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-0.002709617839385013,
|
| 316 |
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-0.0026843779787076283,
|
| 317 |
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0.002498753218011109,
|
| 318 |
+
-0.002401013830110681,
|
| 319 |
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0.002121030916000084,
|
| 320 |
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0.0021161064937642903,
|
| 321 |
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-0.0020250714958301263,
|
| 322 |
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0.0019438349095419086,
|
| 323 |
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-0.0015144394247148015,
|
| 324 |
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-0.0014355324640467927,
|
| 325 |
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0.0012899166517145498,
|
| 326 |
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0.0012107676010278184,
|
| 327 |
+
-0.001172458744976894,
|
| 328 |
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-0.0010913294443271342,
|
| 329 |
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-0.001004220215015276,
|
| 330 |
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0.0007684363855763636,
|
| 331 |
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0.0006977094763325932,
|
| 332 |
+
0.0006345388819184962,
|
| 333 |
+
0.0004357756540475312,
|
| 334 |
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0.0003773213213609723,
|
| 335 |
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-0.00017818509832500886,
|
| 336 |
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-0.0001093025173998277,
|
| 337 |
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0.0001047893866832128,
|
| 338 |
+
-3.354388627707569e-05,
|
| 339 |
+
-1.4664590255009524e-05,
|
| 340 |
+
-9.606027432133971e-06,
|
| 341 |
+
-8.377254360371326e-06
|
| 342 |
+
],
|
| 343 |
+
"Absolute Coefficient": [
|
| 344 |
+
0.10330490714331074,
|
| 345 |
+
0.09999724279854719,
|
| 346 |
+
0.09651884818012631,
|
| 347 |
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0.0929645396381487,
|
| 348 |
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0.0894349668643508,
|
| 349 |
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0.08044460879885935,
|
| 350 |
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0.08029107220002842,
|
| 351 |
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0.07516178064701778,
|
| 352 |
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0.07364233999517408,
|
| 353 |
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0.07292618852724977,
|
| 354 |
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0.0700493028578977,
|
| 355 |
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0.06999102546149794,
|
| 356 |
+
0.06659352300972396,
|
| 357 |
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0.05717106840840732,
|
| 358 |
+
0.05688354448181755,
|
| 359 |
+
0.05597020544687698,
|
| 360 |
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0.05491781858324717,
|
| 361 |
+
0.0546141535916707,
|
| 362 |
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0.053931922520913715,
|
| 363 |
+
0.05220766721195094,
|
| 364 |
+
0.049209052632514745,
|
| 365 |
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0.048613717599842635,
|
| 366 |
+
0.04640436778352817,
|
| 367 |
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0.04582559973207401,
|
| 368 |
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0.044512514329698404,
|
| 369 |
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0.04439118842676941,
|
| 370 |
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0.04303883983603521,
|
| 371 |
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0.042924262274056865,
|
| 372 |
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0.04245837240765041,
|
| 373 |
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0.04204461214029156,
|
| 374 |
+
0.04179969400708111,
|
| 375 |
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0.04165675566206021,
|
| 376 |
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0.0405643524558248,
|
| 377 |
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0.03902300182869193,
|
| 378 |
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0.038843235432438256,
|
| 379 |
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0.037685641061704994,
|
| 380 |
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0.0376479798633902,
|
| 381 |
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0.037632092015186004,
|
| 382 |
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0.037290293862124575,
|
| 383 |
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0.037075449643035024,
|
| 384 |
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0.034496579567671985,
|
| 385 |
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0.03428368362112372,
|
| 386 |
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0.03380191469113875,
|
| 387 |
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0.03362095721046558,
|
| 388 |
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0.03341963322295117,
|
| 389 |
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0.03308720617998716,
|
| 390 |
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0.032520412632856675,
|
| 391 |
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0.032086550887669145,
|
| 392 |
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0.03184760788187314,
|
| 393 |
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0.031289370099856585,
|
| 394 |
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0.030118961380165482,
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| 395 |
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0.029915203991601896,
|
| 396 |
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0.029643626499712562,
|
| 397 |
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0.02940068133487685,
|
| 398 |
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0.027682615183285294,
|
| 399 |
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0.02734574853988055,
|
| 400 |
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0.026694089274473736,
|
| 401 |
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0.026570441959316352,
|
| 402 |
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0.026434946510770874,
|
| 403 |
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0.02606305321209553,
|
| 404 |
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0.02580967181988181,
|
| 405 |
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0.025775956147225745,
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| 406 |
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0.024703092479200335,
|
| 407 |
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0.024224312148624968,
|
| 408 |
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0.02266072394990672,
|
| 409 |
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0.02261365921640613,
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| 410 |
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0.022486662201401466,
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| 411 |
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0.022388789285984964,
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| 412 |
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0.022347370735827005,
|
| 413 |
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0.02232153295937161,
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| 414 |
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0.02200964467059926,
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| 415 |
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0.021018104643178787,
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| 416 |
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0.020394603724431568,
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| 417 |
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0.020293848050735596,
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| 418 |
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0.02028037561467655,
|
| 419 |
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0.020219404885287347,
|
| 420 |
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0.020218824724859946,
|
| 421 |
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0.019876441892243926,
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| 422 |
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0.019857814375058555,
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0.01932700233777566,
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| 424 |
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0.019269686469115213,
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0.019206220363994535,
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| 426 |
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0.01918487241292035,
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| 427 |
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0.017563006217531013,
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| 428 |
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0.017216051068484204,
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| 429 |
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0.01710973127841764,
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| 430 |
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0.01660983990167003,
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| 431 |
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0.01639811848095731,
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| 432 |
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0.016052421804550562,
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0.01597040876832773,
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0.015661892267458843,
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0.015570761604541974,
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0.015235447736085409,
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0.015112889446894926,
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0.014885558270824339,
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0.014343892909901897,
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0.013689101773112184,
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0.013659973185716861,
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0.01241115948316672,
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| 443 |
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0.011416948051473369,
|
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},
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"cv_performance": {
|
| 515 |
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"prediction": {
|
| 516 |
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"accuracy": 80.0,
|
| 517 |
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"precision": 51.42857142857142,
|
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"recall": 49.99999999999999,
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"f1": 50.085470085470085
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},
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|
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}
|
| 528 |
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}
|
output/regress/Essential_Thrombocythemia/significant_genes_condition_None.json
ADDED
|
@@ -0,0 +1,1224 @@
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
|
| 1 |
+
{
|
| 2 |
+
"significant_genes": {
|
| 3 |
+
"Variable": [
|
| 4 |
+
"ALOX12",
|
| 5 |
+
"BAMBI",
|
| 6 |
+
"ARL4D",
|
| 7 |
+
"ACTN1",
|
| 8 |
+
"DSPP",
|
| 9 |
+
"ACTR2",
|
| 10 |
+
"DLEU1",
|
| 11 |
+
"GMPR",
|
| 12 |
+
"EEF1B2",
|
| 13 |
+
"ARHGAP6",
|
| 14 |
+
"HAVCR1",
|
| 15 |
+
"ACAA2",
|
| 16 |
+
"CA1",
|
| 17 |
+
"PAGR1",
|
| 18 |
+
"CALM3",
|
| 19 |
+
"CSTA",
|
| 20 |
+
"BBLN",
|
| 21 |
+
"CDKN1A",
|
| 22 |
+
"FSTL1",
|
| 23 |
+
"HTATIP2",
|
| 24 |
+
"SRP72",
|
| 25 |
+
"CHPF",
|
| 26 |
+
"H2BC8",
|
| 27 |
+
"DDX11",
|
| 28 |
+
"SNRPN",
|
| 29 |
+
"GPR27",
|
| 30 |
+
"FHL2",
|
| 31 |
+
"SULT2B1",
|
| 32 |
+
"IKBKG",
|
| 33 |
+
"LAMP5",
|
| 34 |
+
"TAGLN3",
|
| 35 |
+
"COL11A2",
|
| 36 |
+
"MLH3",
|
| 37 |
+
"ACTB",
|
| 38 |
+
"UBL4A",
|
| 39 |
+
"DBN1",
|
| 40 |
+
"AIMP2",
|
| 41 |
+
"NPM1",
|
| 42 |
+
"H2BC6",
|
| 43 |
+
"HSD17B3",
|
| 44 |
+
"ARG2",
|
| 45 |
+
"TMEM123",
|
| 46 |
+
"INE1",
|
| 47 |
+
"ARL3",
|
| 48 |
+
"F13A1",
|
| 49 |
+
"TRPM2",
|
| 50 |
+
"CYB5R1",
|
| 51 |
+
"MT1X",
|
| 52 |
+
"MARCHF2",
|
| 53 |
+
"MGLL",
|
| 54 |
+
"ANK1",
|
| 55 |
+
"GP1BB",
|
| 56 |
+
"GLA",
|
| 57 |
+
"TMOD1",
|
| 58 |
+
"RBX1",
|
| 59 |
+
"WBP2",
|
| 60 |
+
"FHL1",
|
| 61 |
+
"CTNS",
|
| 62 |
+
"H2AC11",
|
| 63 |
+
"GNB5",
|
| 64 |
+
"CAV2",
|
| 65 |
+
"GUCY1B1",
|
| 66 |
+
"SYNM",
|
| 67 |
+
"RPA1",
|
| 68 |
+
"ITGB5",
|
| 69 |
+
"NOCT",
|
| 70 |
+
"ELN",
|
| 71 |
+
"FNTB",
|
| 72 |
+
"LAPTM4B",
|
| 73 |
+
"CMAHP",
|
| 74 |
+
"NEUROD2",
|
| 75 |
+
"AATK",
|
| 76 |
+
"CA2",
|
| 77 |
+
"HOMER2",
|
| 78 |
+
"ABCC3",
|
| 79 |
+
"CDK2AP1",
|
| 80 |
+
"GNAO1",
|
| 81 |
+
"MAP1A",
|
| 82 |
+
"PGRMC1",
|
| 83 |
+
"CLIC5",
|
| 84 |
+
"RHBDD3",
|
| 85 |
+
"MYL9",
|
| 86 |
+
"CLEC1B",
|
| 87 |
+
"HCLS1",
|
| 88 |
+
"PATZ1",
|
| 89 |
+
"GPX1",
|
| 90 |
+
"TGFB2",
|
| 91 |
+
"GCOM1",
|
| 92 |
+
"CD99",
|
| 93 |
+
"HSP90AA2P",
|
| 94 |
+
"FUS",
|
| 95 |
+
"TSPAN15",
|
| 96 |
+
"BTG1",
|
| 97 |
+
"CTDSPL",
|
| 98 |
+
"INF2",
|
| 99 |
+
"RAB1A",
|
| 100 |
+
"EIF3E",
|
| 101 |
+
"GNA11",
|
| 102 |
+
"GAS2L1",
|
| 103 |
+
"CTNNAL1",
|
| 104 |
+
"RPL5",
|
| 105 |
+
"SPARC",
|
| 106 |
+
"RGS10",
|
| 107 |
+
"GNAZ",
|
| 108 |
+
"RTN2",
|
| 109 |
+
"NRN1",
|
| 110 |
+
"EFEMP2",
|
| 111 |
+
"PTCRA",
|
| 112 |
+
"SLC12A6",
|
| 113 |
+
"EHD3",
|
| 114 |
+
"PAOX",
|
| 115 |
+
"PGLYRP4",
|
| 116 |
+
"NFIB",
|
| 117 |
+
"HBG1",
|
| 118 |
+
"AKAP11",
|
| 119 |
+
"HBA2",
|
| 120 |
+
"ABLIM3",
|
| 121 |
+
"BCR",
|
| 122 |
+
"PTGR3",
|
| 123 |
+
"ARF1",
|
| 124 |
+
"SOX15",
|
| 125 |
+
"PLAC8",
|
| 126 |
+
"HBBP1",
|
| 127 |
+
"TRB",
|
| 128 |
+
"THBS1",
|
| 129 |
+
"DR1",
|
| 130 |
+
"NECAB3",
|
| 131 |
+
"ELF3",
|
| 132 |
+
"RPS16",
|
| 133 |
+
"E2F1",
|
| 134 |
+
"EGF",
|
| 135 |
+
"MMP1",
|
| 136 |
+
"HNRNPH2",
|
| 137 |
+
"ETV7",
|
| 138 |
+
"H2BC5",
|
| 139 |
+
"NRGN",
|
| 140 |
+
"ETV1",
|
| 141 |
+
"TAX1BP3",
|
| 142 |
+
"TIMP1",
|
| 143 |
+
"HLA-DRB1",
|
| 144 |
+
"PDGFC",
|
| 145 |
+
"SCN1B",
|
| 146 |
+
"EIF2AK1",
|
| 147 |
+
"CRYM",
|
| 148 |
+
"H2AC8",
|
| 149 |
+
"CD151",
|
| 150 |
+
"GSTM5",
|
| 151 |
+
"RBMS3",
|
| 152 |
+
"STOM",
|
| 153 |
+
"HBE1",
|
| 154 |
+
"GNAS",
|
| 155 |
+
"KIF3C",
|
| 156 |
+
"PARVB",
|
| 157 |
+
"CLU",
|
| 158 |
+
"ACOT7",
|
| 159 |
+
"HPGD",
|
| 160 |
+
"TBX10",
|
| 161 |
+
"H3-3A",
|
| 162 |
+
"NCOA4",
|
| 163 |
+
"NDUFA6",
|
| 164 |
+
"PARP12",
|
| 165 |
+
"NME4",
|
| 166 |
+
"RBMS1",
|
| 167 |
+
"RPRM",
|
| 168 |
+
"SNRPG",
|
| 169 |
+
"EFHC2",
|
| 170 |
+
"CDC16",
|
| 171 |
+
"SRSF2",
|
| 172 |
+
"CANX",
|
| 173 |
+
"CTTN",
|
| 174 |
+
"SERPINI1",
|
| 175 |
+
"FKBP8",
|
| 176 |
+
"GP9",
|
| 177 |
+
"COMMD3",
|
| 178 |
+
"BEX3",
|
| 179 |
+
"POLR2L",
|
| 180 |
+
"PF4",
|
| 181 |
+
"LGALSL",
|
| 182 |
+
"PDLIM7",
|
| 183 |
+
"GRB14",
|
| 184 |
+
"NAT8B",
|
| 185 |
+
"OXTR",
|
| 186 |
+
"PIWIL2",
|
| 187 |
+
"TFPI",
|
| 188 |
+
"RAB31",
|
| 189 |
+
"DYNLRB1",
|
| 190 |
+
"TAGLN2",
|
| 191 |
+
"CLDN5",
|
| 192 |
+
"SKAP2",
|
| 193 |
+
"RABGEF1",
|
| 194 |
+
"ACSBG1",
|
| 195 |
+
"PPBP",
|
| 196 |
+
"TMSB15B",
|
| 197 |
+
"NT5M",
|
| 198 |
+
"MAP3K7CL",
|
| 199 |
+
"H2BC9",
|
| 200 |
+
"FKBP1B",
|
| 201 |
+
"EGLN3",
|
| 202 |
+
"SERF2",
|
| 203 |
+
"TUBB4B",
|
| 204 |
+
"ITGA2B",
|
| 205 |
+
"TMSB4X",
|
| 206 |
+
"RAB6B",
|
| 207 |
+
"CETP",
|
| 208 |
+
"H2AC14",
|
| 209 |
+
"LIMS1",
|
| 210 |
+
"BNC2",
|
| 211 |
+
"VCAM1",
|
| 212 |
+
"SEPTIN5",
|
| 213 |
+
"PRDX6",
|
| 214 |
+
"PPME1",
|
| 215 |
+
"DMTN",
|
| 216 |
+
"PTPN12",
|
| 217 |
+
"UQCRH",
|
| 218 |
+
"MINK1",
|
| 219 |
+
"H2BC21",
|
| 220 |
+
"MPP1",
|
| 221 |
+
"VCL",
|
| 222 |
+
"FADS2",
|
| 223 |
+
"PLEKHG3",
|
| 224 |
+
"FTH1P5",
|
| 225 |
+
"PLA2G5",
|
| 226 |
+
"RPS17",
|
| 227 |
+
"AGPAT1",
|
| 228 |
+
"PRX",
|
| 229 |
+
"TRPC2",
|
| 230 |
+
"GRAP2",
|
| 231 |
+
"NOS1",
|
| 232 |
+
"H2BC3",
|
| 233 |
+
"SLC24A3",
|
| 234 |
+
"RREB1",
|
| 235 |
+
"SFTPB",
|
| 236 |
+
"GPR12",
|
| 237 |
+
"CTSB",
|
| 238 |
+
"USP25",
|
| 239 |
+
"OPLAH",
|
| 240 |
+
"H2AC18",
|
| 241 |
+
"H2BC7",
|
| 242 |
+
"PLAAT1",
|
| 243 |
+
"HLA-DRB3",
|
| 244 |
+
"OSER1",
|
| 245 |
+
"UBE2C",
|
| 246 |
+
"YWHAB",
|
| 247 |
+
"PCYT1B",
|
| 248 |
+
"RPLP0",
|
| 249 |
+
"TSC22D1",
|
| 250 |
+
"GSTT1",
|
| 251 |
+
"ZC3H13",
|
| 252 |
+
"PLPP3",
|
| 253 |
+
"ANXA2",
|
| 254 |
+
"CXCL5",
|
| 255 |
+
"MITF",
|
| 256 |
+
"PRNP",
|
| 257 |
+
"CACNA1A",
|
| 258 |
+
"PKIG",
|
| 259 |
+
"HMHB1",
|
| 260 |
+
"EVI2B",
|
| 261 |
+
"MAX",
|
| 262 |
+
"FAXDC2",
|
| 263 |
+
"RAB11A",
|
| 264 |
+
"WASF3",
|
| 265 |
+
"MUC3B",
|
| 266 |
+
"NENF",
|
| 267 |
+
"H2BC11",
|
| 268 |
+
"RHOBTB3",
|
| 269 |
+
"H2BC12",
|
| 270 |
+
"DDX5",
|
| 271 |
+
"SP110",
|
| 272 |
+
"EPHB4",
|
| 273 |
+
"H2BC17",
|
| 274 |
+
"LEPROT",
|
| 275 |
+
"SMOX",
|
| 276 |
+
"ARHGEF12",
|
| 277 |
+
"PGPEP1",
|
| 278 |
+
"TMEM158",
|
| 279 |
+
"H3C10",
|
| 280 |
+
"EPOR",
|
| 281 |
+
"MFAP3L",
|
| 282 |
+
"A4GNT",
|
| 283 |
+
"RAB3IL1",
|
| 284 |
+
"RPL24",
|
| 285 |
+
"TST",
|
| 286 |
+
"SPSB1",
|
| 287 |
+
"CTSA",
|
| 288 |
+
"PCSK6",
|
| 289 |
+
"DYNLL1",
|
| 290 |
+
"FMO4",
|
| 291 |
+
"MEIS1",
|
| 292 |
+
"LCN2",
|
| 293 |
+
"ANXA1",
|
| 294 |
+
"SELP",
|
| 295 |
+
"HSPB1",
|
| 296 |
+
"PRUNE1",
|
| 297 |
+
"HBG2",
|
| 298 |
+
"TNNC2",
|
| 299 |
+
"FAH",
|
| 300 |
+
"SLC5A3",
|
| 301 |
+
"HECA",
|
| 302 |
+
"ST7",
|
| 303 |
+
"ZNF839",
|
| 304 |
+
"LMNA",
|
| 305 |
+
"HMG20B",
|
| 306 |
+
"CD44",
|
| 307 |
+
"BBOF1",
|
| 308 |
+
"RABGAP1L",
|
| 309 |
+
"TMSB4Y",
|
| 310 |
+
"ITGB3",
|
| 311 |
+
"CMC2",
|
| 312 |
+
"VWF",
|
| 313 |
+
"DIO3",
|
| 314 |
+
"RPS9",
|
| 315 |
+
"RPS6",
|
| 316 |
+
"MCUR1",
|
| 317 |
+
"CD53",
|
| 318 |
+
"DIPK2A",
|
| 319 |
+
"GATA1",
|
| 320 |
+
"PIK3R3",
|
| 321 |
+
"PDZK1IP1",
|
| 322 |
+
"RPL18A",
|
| 323 |
+
"CALML4",
|
| 324 |
+
"FTH1",
|
| 325 |
+
"BMP6",
|
| 326 |
+
"PPDPF",
|
| 327 |
+
"GADD45A",
|
| 328 |
+
"RAB27B",
|
| 329 |
+
"APP",
|
| 330 |
+
"SERPINA1",
|
| 331 |
+
"PVALB",
|
| 332 |
+
"SEMA6A",
|
| 333 |
+
"PTP4A1",
|
| 334 |
+
"ILK",
|
| 335 |
+
"PRDM2",
|
| 336 |
+
"CYB561",
|
| 337 |
+
"TP53TG3",
|
| 338 |
+
"RPL41",
|
| 339 |
+
"FGF1",
|
| 340 |
+
"NACC1",
|
| 341 |
+
"SNCA",
|
| 342 |
+
"LSM1",
|
| 343 |
+
"MYLK",
|
| 344 |
+
"HMGB2",
|
| 345 |
+
"DAB2",
|
| 346 |
+
"RAB13",
|
| 347 |
+
"WASF1",
|
| 348 |
+
"GSS",
|
| 349 |
+
"CCL5",
|
| 350 |
+
"RPLP1",
|
| 351 |
+
"H1-2",
|
| 352 |
+
"SH3BGRL3",
|
| 353 |
+
"HGD",
|
| 354 |
+
"H3C2",
|
| 355 |
+
"P2RX1",
|
| 356 |
+
"TBXA2R",
|
| 357 |
+
"MMD",
|
| 358 |
+
"RUFY1",
|
| 359 |
+
"RPS26",
|
| 360 |
+
"NACA4P",
|
| 361 |
+
"ZNF185",
|
| 362 |
+
"PDLIM1",
|
| 363 |
+
"CEP104",
|
| 364 |
+
"VIM",
|
| 365 |
+
"TPM1",
|
| 366 |
+
"RETNLB",
|
| 367 |
+
"HSD17B12",
|
| 368 |
+
"CXCL12",
|
| 369 |
+
"RPL37A",
|
| 370 |
+
"NUTF2",
|
| 371 |
+
"H2BC12L",
|
| 372 |
+
"RPS21",
|
| 373 |
+
"GPX4",
|
| 374 |
+
"LYL1",
|
| 375 |
+
"ADIPOR1",
|
| 376 |
+
"LEPR",
|
| 377 |
+
"RPS7",
|
| 378 |
+
"TGFB1I1",
|
| 379 |
+
"MYH2",
|
| 380 |
+
"PRKAR2B",
|
| 381 |
+
"AZGP1",
|
| 382 |
+
"HBD",
|
| 383 |
+
"WWOX",
|
| 384 |
+
"XK",
|
| 385 |
+
"ABCC4",
|
| 386 |
+
"BCLAF1",
|
| 387 |
+
"PTGS1",
|
| 388 |
+
"LY6G5C",
|
| 389 |
+
"ARMCX6",
|
| 390 |
+
"JUND",
|
| 391 |
+
"H2BC10",
|
| 392 |
+
"SLC12A5",
|
| 393 |
+
"NCK2",
|
| 394 |
+
"MBOAT2",
|
| 395 |
+
"RSU1",
|
| 396 |
+
"SPAG6",
|
| 397 |
+
"RDH11",
|
| 398 |
+
"VIL1",
|
| 399 |
+
"FARS2",
|
| 400 |
+
"SFTPC",
|
| 401 |
+
"GNG11",
|
| 402 |
+
"GAPDH",
|
| 403 |
+
"SNURF"
|
| 404 |
+
],
|
| 405 |
+
"Coefficient": [
|
| 406 |
+
-0.1056000167541651,
|
| 407 |
+
0.10078752168420466,
|
| 408 |
+
-0.09115952035474874,
|
| 409 |
+
-0.0793061367022904,
|
| 410 |
+
-0.07926597028277957,
|
| 411 |
+
0.07762618906888237,
|
| 412 |
+
0.07205087874945848,
|
| 413 |
+
-0.07030620284185984,
|
| 414 |
+
-0.06896523483449432,
|
| 415 |
+
0.06411628598148053,
|
| 416 |
+
-0.06084241709057041,
|
| 417 |
+
0.05942996125458692,
|
| 418 |
+
-0.05942385387934003,
|
| 419 |
+
-0.058673136048357465,
|
| 420 |
+
0.058665271677556585,
|
| 421 |
+
0.057451867907040356,
|
| 422 |
+
-0.05622984534340284,
|
| 423 |
+
-0.054073763993659436,
|
| 424 |
+
-0.05315107001728827,
|
| 425 |
+
0.05313340334333576,
|
| 426 |
+
0.0529706385720428,
|
| 427 |
+
0.05254435334892375,
|
| 428 |
+
-0.05206905515407069,
|
| 429 |
+
-0.050658043140364414,
|
| 430 |
+
0.050357148386122305,
|
| 431 |
+
-0.049876386215254725,
|
| 432 |
+
0.04870898779441771,
|
| 433 |
+
0.04758085589328195,
|
| 434 |
+
0.04708436168533742,
|
| 435 |
+
-0.0466257882823383,
|
| 436 |
+
0.0463848379149445,
|
| 437 |
+
0.04608757310541242,
|
| 438 |
+
-0.045868718072933155,
|
| 439 |
+
0.04572010633323462,
|
| 440 |
+
0.045557920799516205,
|
| 441 |
+
0.045184747281226595,
|
| 442 |
+
0.04488639069891366,
|
| 443 |
+
0.04481748468701064,
|
| 444 |
+
0.043571398549118276,
|
| 445 |
+
-0.04321918699514131,
|
| 446 |
+
-0.04316607266242123,
|
| 447 |
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0.043101837530965255,
|
| 448 |
+
-0.04307818339413261,
|
| 449 |
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0.04249447289908802,
|
| 450 |
+
-0.04187365562815678,
|
| 451 |
+
-0.039809443076278796,
|
| 452 |
+
0.039769205678471725,
|
| 453 |
+
-0.039139999987475034,
|
| 454 |
+
0.03838864212381204,
|
| 455 |
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0.038032235957041874,
|
| 456 |
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0.03797625517594691,
|
| 457 |
+
-0.03787418783246644,
|
| 458 |
+
0.037779403174663134,
|
| 459 |
+
-0.037447107808667536,
|
| 460 |
+
0.03738178051048618,
|
| 461 |
+
-0.037335181153975154,
|
| 462 |
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0.037233683190231494,
|
| 463 |
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0.03695954557820977,
|
| 464 |
+
-0.03673707003015174,
|
| 465 |
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0.03657931985815506,
|
| 466 |
+
-0.03625459958565324,
|
| 467 |
+
-0.03611942554025563,
|
| 468 |
+
-0.03602062998995371,
|
| 469 |
+
0.03580521374479948,
|
| 470 |
+
0.035566603586897554,
|
| 471 |
+
-0.03548617385030313,
|
| 472 |
+
-0.03528033681350663,
|
| 473 |
+
-0.0352709941169837,
|
| 474 |
+
0.035186309561536705,
|
| 475 |
+
-0.03493785892258499,
|
| 476 |
+
0.034878029350865425,
|
| 477 |
+
-0.03483675353955681,
|
| 478 |
+
-0.03478875991194706,
|
| 479 |
+
0.034733174636019555,
|
| 480 |
+
-0.03443215894691974,
|
| 481 |
+
0.03438871015045025,
|
| 482 |
+
0.033850471556129275,
|
| 483 |
+
-0.03364736146136052,
|
| 484 |
+
-0.03350086780485225,
|
| 485 |
+
-0.03328230053926922,
|
| 486 |
+
-0.033157431650765797,
|
| 487 |
+
0.033016691288846135,
|
| 488 |
+
-0.032945069137542145,
|
| 489 |
+
0.032615049898778795,
|
| 490 |
+
0.03255752861659142,
|
| 491 |
+
0.03230105680494922,
|
| 492 |
+
0.031873630379412,
|
| 493 |
+
-0.031553266457723196,
|
| 494 |
+
-0.03150800031862152,
|
| 495 |
+
-0.03146187092091417,
|
| 496 |
+
0.0313792107376255,
|
| 497 |
+
-0.031038240676172488,
|
| 498 |
+
-0.030917140910570066,
|
| 499 |
+
-0.030497850177019472,
|
| 500 |
+
-0.030320886421441946,
|
| 501 |
+
-0.03031082230372073,
|
| 502 |
+
-0.030123393591201506,
|
| 503 |
+
-0.030012928292103575,
|
| 504 |
+
0.029880374891081363,
|
| 505 |
+
0.029769148074979913,
|
| 506 |
+
-0.029655097120368772,
|
| 507 |
+
-0.029332486862745123,
|
| 508 |
+
-0.029321518241310338,
|
| 509 |
+
-0.029053150865001372,
|
| 510 |
+
-0.029000938893558276,
|
| 511 |
+
-0.02894887634995501,
|
| 512 |
+
-0.028914923514917177,
|
| 513 |
+
-0.02889868336722353,
|
| 514 |
+
0.028621650830417456,
|
| 515 |
+
0.028340080290379467,
|
| 516 |
+
0.028073155318487465,
|
| 517 |
+
0.027967776431847412,
|
| 518 |
+
-0.027904442222959274,
|
| 519 |
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0.027804190172211522,
|
| 520 |
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0.027780405993831882,
|
| 521 |
+
-0.02767622717509802,
|
| 522 |
+
0.027569563710180014,
|
| 523 |
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0.027408761951767554,
|
| 524 |
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0.02735069502538717,
|
| 525 |
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-0.027097936753491918,
|
| 526 |
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-0.026863616844567437,
|
| 527 |
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-0.02647816569145082,
|
| 528 |
+
0.026417364941197216,
|
| 529 |
+
0.026390979668804316,
|
| 530 |
+
-0.02632075745231508,
|
| 531 |
+
-0.026183367936744216,
|
| 532 |
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-0.0259488599546278,
|
| 533 |
+
0.02552984130223361,
|
| 534 |
+
0.025434196807365608,
|
| 535 |
+
0.025433193612711635,
|
| 536 |
+
0.02492407100922952,
|
| 537 |
+
0.024848979900861122,
|
| 538 |
+
-0.02472771031147619,
|
| 539 |
+
0.02468339496303428,
|
| 540 |
+
0.024622572389642383,
|
| 541 |
+
0.024421447651164028,
|
| 542 |
+
-0.024297171256015486,
|
| 543 |
+
-0.024177974048804667,
|
| 544 |
+
-0.02413285955758225,
|
| 545 |
+
0.024091080404276783,
|
| 546 |
+
-0.024083833855788387,
|
| 547 |
+
-0.023950760190218478,
|
| 548 |
+
0.023913044215383223,
|
| 549 |
+
-0.023832358082442506,
|
| 550 |
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0.02337628802628182,
|
| 551 |
+
0.023367075020610056,
|
| 552 |
+
0.023160661651362564,
|
| 553 |
+
-0.02307102568977257,
|
| 554 |
+
0.02275342928769869,
|
| 555 |
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-0.022683540542158365,
|
| 556 |
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0.02254416669442344,
|
| 557 |
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0.022451975987279053,
|
| 558 |
+
-0.022388564164393766,
|
| 559 |
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0.0222725310417137,
|
| 560 |
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-0.022219898902096,
|
| 561 |
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-0.02194988116868871,
|
| 562 |
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-0.021790759804905545,
|
| 563 |
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0.021499025023563937,
|
| 564 |
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-0.021469634715454874,
|
| 565 |
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0.0212424789548299,
|
| 566 |
+
0.02119282736520003,
|
| 567 |
+
-0.021188462793509843,
|
| 568 |
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0.021035222433783137,
|
| 569 |
+
-0.020826206527174398,
|
| 570 |
+
-0.02074701824960645,
|
| 571 |
+
0.02072389334627298,
|
| 572 |
+
-0.020505588367665188,
|
| 573 |
+
-0.020431851447012615,
|
| 574 |
+
0.020294134863616257,
|
| 575 |
+
-0.020292535345315048,
|
| 576 |
+
0.020177196299137886,
|
| 577 |
+
0.02009514392607934,
|
| 578 |
+
0.02007758047911826,
|
| 579 |
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1.0155835876216197e-18
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],
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| 807 |
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"Absolute Coefficient": [
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0.1056000167541651,
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0.10078752168420466,
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}
|
output/regress/Essential_Thrombocythemia/significant_genes_condition_Obesity.json
ADDED
|
@@ -0,0 +1,1221 @@
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|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"significant_genes": {
|
| 3 |
+
"Variable": [
|
| 4 |
+
"BAMBI",
|
| 5 |
+
"ALOX12",
|
| 6 |
+
"ARL4D",
|
| 7 |
+
"ACTN1",
|
| 8 |
+
"ACTR2",
|
| 9 |
+
"DSPP",
|
| 10 |
+
"DLEU1",
|
| 11 |
+
"EEF1B2",
|
| 12 |
+
"GMPR",
|
| 13 |
+
"ARHGAP6",
|
| 14 |
+
"ACAA2",
|
| 15 |
+
"CA1",
|
| 16 |
+
"HAVCR1",
|
| 17 |
+
"CHPF",
|
| 18 |
+
"CALM3",
|
| 19 |
+
"H2BC8",
|
| 20 |
+
"CDKN1A",
|
| 21 |
+
"GPR27",
|
| 22 |
+
"PAGR1",
|
| 23 |
+
"SULT2B1",
|
| 24 |
+
"SRP72",
|
| 25 |
+
"BBLN",
|
| 26 |
+
"FSTL1",
|
| 27 |
+
"HTATIP2",
|
| 28 |
+
"DDX11",
|
| 29 |
+
"CSTA",
|
| 30 |
+
"SNRPN",
|
| 31 |
+
"H2BC6",
|
| 32 |
+
"HSD17B3",
|
| 33 |
+
"IKBKG",
|
| 34 |
+
"CTNS",
|
| 35 |
+
"TMEM123",
|
| 36 |
+
"NPM1",
|
| 37 |
+
"GNAO1",
|
| 38 |
+
"LAMP5",
|
| 39 |
+
"ARL3",
|
| 40 |
+
"ABLIM3",
|
| 41 |
+
"AIMP2",
|
| 42 |
+
"MLH3",
|
| 43 |
+
"DBN1",
|
| 44 |
+
"GUCY1B1",
|
| 45 |
+
"MGLL",
|
| 46 |
+
"TRPM2",
|
| 47 |
+
"F13A1",
|
| 48 |
+
"CAV2",
|
| 49 |
+
"TMOD1",
|
| 50 |
+
"GLA",
|
| 51 |
+
"WBP2",
|
| 52 |
+
"ACTB",
|
| 53 |
+
"UBL4A",
|
| 54 |
+
"ARG2",
|
| 55 |
+
"RBX1",
|
| 56 |
+
"FHL1",
|
| 57 |
+
"COL11A2",
|
| 58 |
+
"TAGLN3",
|
| 59 |
+
"GPX1",
|
| 60 |
+
"FHL2",
|
| 61 |
+
"GP1BB",
|
| 62 |
+
"NOCT",
|
| 63 |
+
"GNB5",
|
| 64 |
+
"HOMER2",
|
| 65 |
+
"MARCHF2",
|
| 66 |
+
"CDK2AP1",
|
| 67 |
+
"FNTB",
|
| 68 |
+
"SYNM",
|
| 69 |
+
"INE1",
|
| 70 |
+
"LAPTM4B",
|
| 71 |
+
"RAB1A",
|
| 72 |
+
"PATZ1",
|
| 73 |
+
"CMAHP",
|
| 74 |
+
"GNA11",
|
| 75 |
+
"GAS2L1",
|
| 76 |
+
"NEUROD2",
|
| 77 |
+
"ITGB5",
|
| 78 |
+
"PGRMC1",
|
| 79 |
+
"H2AC11",
|
| 80 |
+
"RHBDD3",
|
| 81 |
+
"GCOM1",
|
| 82 |
+
"GNAZ",
|
| 83 |
+
"EIF3E",
|
| 84 |
+
"MAP1A",
|
| 85 |
+
"BTG1",
|
| 86 |
+
"MYL9",
|
| 87 |
+
"CYB5R1",
|
| 88 |
+
"RPL5",
|
| 89 |
+
"RPA1",
|
| 90 |
+
"EFEMP2",
|
| 91 |
+
"FUS",
|
| 92 |
+
"HCLS1",
|
| 93 |
+
"PTCRA",
|
| 94 |
+
"INF2",
|
| 95 |
+
"HBG1",
|
| 96 |
+
"ELN",
|
| 97 |
+
"CD99",
|
| 98 |
+
"ACOT7",
|
| 99 |
+
"NME4",
|
| 100 |
+
"CLEC1B",
|
| 101 |
+
"EGF",
|
| 102 |
+
"HNRNPH2",
|
| 103 |
+
"RTN2",
|
| 104 |
+
"DR1",
|
| 105 |
+
"TGFB2",
|
| 106 |
+
"TBX10",
|
| 107 |
+
"E2F1",
|
| 108 |
+
"ETV7",
|
| 109 |
+
"SOX15",
|
| 110 |
+
"MT1X",
|
| 111 |
+
"PLAC8",
|
| 112 |
+
"HSP90AA2P",
|
| 113 |
+
"ANK1",
|
| 114 |
+
"EHD3",
|
| 115 |
+
"HBBP1",
|
| 116 |
+
"SPARC",
|
| 117 |
+
"PTGR3",
|
| 118 |
+
"CTNNAL1",
|
| 119 |
+
"CTDSPL",
|
| 120 |
+
"H2BC5",
|
| 121 |
+
"NRN1",
|
| 122 |
+
"ARF1",
|
| 123 |
+
"RBMS3",
|
| 124 |
+
"ETV1",
|
| 125 |
+
"TSPAN15",
|
| 126 |
+
"CLU",
|
| 127 |
+
"CLIC5",
|
| 128 |
+
"SCN1B",
|
| 129 |
+
"CTTN",
|
| 130 |
+
"SLC12A6",
|
| 131 |
+
"THBS1",
|
| 132 |
+
"RPS16",
|
| 133 |
+
"EFHC2",
|
| 134 |
+
"HBE1",
|
| 135 |
+
"TRB",
|
| 136 |
+
"HBA2",
|
| 137 |
+
"CLDN5",
|
| 138 |
+
"TAX1BP3",
|
| 139 |
+
"TIMP1",
|
| 140 |
+
"CA2",
|
| 141 |
+
"NFIB",
|
| 142 |
+
"COMMD3",
|
| 143 |
+
"DYNLRB1",
|
| 144 |
+
"PGLYRP4",
|
| 145 |
+
"HLA-DRB1",
|
| 146 |
+
"BEX3",
|
| 147 |
+
"RPRM",
|
| 148 |
+
"CRYM",
|
| 149 |
+
"RGS10",
|
| 150 |
+
"SRSF2",
|
| 151 |
+
"EIF2AK1",
|
| 152 |
+
"LGALSL",
|
| 153 |
+
"SNRPG",
|
| 154 |
+
"PDGFC",
|
| 155 |
+
"ELF3",
|
| 156 |
+
"NDUFA6",
|
| 157 |
+
"H2AC8",
|
| 158 |
+
"PPBP",
|
| 159 |
+
"SKAP2",
|
| 160 |
+
"GSTM5",
|
| 161 |
+
"ABCC3",
|
| 162 |
+
"CDC16",
|
| 163 |
+
"AKAP11",
|
| 164 |
+
"CD151",
|
| 165 |
+
"NRGN",
|
| 166 |
+
"SERPINI1",
|
| 167 |
+
"TFPI",
|
| 168 |
+
"KIF3C",
|
| 169 |
+
"PAOX",
|
| 170 |
+
"STOM",
|
| 171 |
+
"CANX",
|
| 172 |
+
"CETP",
|
| 173 |
+
"NECAB3",
|
| 174 |
+
"SEPTIN5",
|
| 175 |
+
"PIWIL2",
|
| 176 |
+
"RAB6B",
|
| 177 |
+
"ITGA2B",
|
| 178 |
+
"EVI2B",
|
| 179 |
+
"PLAAT1",
|
| 180 |
+
"HPGD",
|
| 181 |
+
"RAB31",
|
| 182 |
+
"NCOA4",
|
| 183 |
+
"TAGLN2",
|
| 184 |
+
"MAP3K7CL",
|
| 185 |
+
"RREB1",
|
| 186 |
+
"MPP1",
|
| 187 |
+
"BNC2",
|
| 188 |
+
"H2BC9",
|
| 189 |
+
"PARVB",
|
| 190 |
+
"AGPAT1",
|
| 191 |
+
"GP9",
|
| 192 |
+
"TUBB4B",
|
| 193 |
+
"TMSB15B",
|
| 194 |
+
"GNAS",
|
| 195 |
+
"FKBP8",
|
| 196 |
+
"PDLIM7",
|
| 197 |
+
"H3-3A",
|
| 198 |
+
"RBMS1",
|
| 199 |
+
"OSER1",
|
| 200 |
+
"OXTR",
|
| 201 |
+
"PARP12",
|
| 202 |
+
"UQCRH",
|
| 203 |
+
"BCR",
|
| 204 |
+
"RAB3IL1",
|
| 205 |
+
"AZGP1",
|
| 206 |
+
"TMSB4X",
|
| 207 |
+
"HLA-DRB3",
|
| 208 |
+
"LIMS1",
|
| 209 |
+
"FAXDC2",
|
| 210 |
+
"SERF2",
|
| 211 |
+
"H2BC21",
|
| 212 |
+
"NAT8B",
|
| 213 |
+
"ACSBG1",
|
| 214 |
+
"SFTPB",
|
| 215 |
+
"GPR12",
|
| 216 |
+
"CTSA",
|
| 217 |
+
"H2BC11",
|
| 218 |
+
"POLR2L",
|
| 219 |
+
"DYNLL1",
|
| 220 |
+
"SLC24A3",
|
| 221 |
+
"ARHGEF12",
|
| 222 |
+
"FMO4",
|
| 223 |
+
"CXCL5",
|
| 224 |
+
"WASF3",
|
| 225 |
+
"RPS17",
|
| 226 |
+
"PRNP",
|
| 227 |
+
"PTPN12",
|
| 228 |
+
"RPL41",
|
| 229 |
+
"PCYT1B",
|
| 230 |
+
"VCL",
|
| 231 |
+
"H2AC18",
|
| 232 |
+
"USP25",
|
| 233 |
+
"MITF",
|
| 234 |
+
"GATA1",
|
| 235 |
+
"H2AC14",
|
| 236 |
+
"PKIG",
|
| 237 |
+
"LEPROT",
|
| 238 |
+
"GRAP2",
|
| 239 |
+
"H2BC3",
|
| 240 |
+
"PPME1",
|
| 241 |
+
"TRPC2",
|
| 242 |
+
"PF4",
|
| 243 |
+
"NOS1",
|
| 244 |
+
"MMP1",
|
| 245 |
+
"RAB11A",
|
| 246 |
+
"PRUNE1",
|
| 247 |
+
"DIO3",
|
| 248 |
+
"CYB561",
|
| 249 |
+
"GRB14",
|
| 250 |
+
"H2BC12",
|
| 251 |
+
"H3C10",
|
| 252 |
+
"TSC22D1",
|
| 253 |
+
"PVALB",
|
| 254 |
+
"RABGEF1",
|
| 255 |
+
"VCAM1",
|
| 256 |
+
"ANXA1",
|
| 257 |
+
"HBG2",
|
| 258 |
+
"PLA2G5",
|
| 259 |
+
"CMC2",
|
| 260 |
+
"NT5M",
|
| 261 |
+
"NENF",
|
| 262 |
+
"RHOBTB3",
|
| 263 |
+
"TMEM158",
|
| 264 |
+
"DMTN",
|
| 265 |
+
"MAX",
|
| 266 |
+
"HGD",
|
| 267 |
+
"H2BC17",
|
| 268 |
+
"RAB13",
|
| 269 |
+
"HMG20B",
|
| 270 |
+
"LMNA",
|
| 271 |
+
"YWHAB",
|
| 272 |
+
"MINK1",
|
| 273 |
+
"PRDX6",
|
| 274 |
+
"RAB27B",
|
| 275 |
+
"GSTT1",
|
| 276 |
+
"RABGAP1L",
|
| 277 |
+
"PGPEP1",
|
| 278 |
+
"UBE2C",
|
| 279 |
+
"PCSK6",
|
| 280 |
+
"PRX",
|
| 281 |
+
"FTH1",
|
| 282 |
+
"CEP104",
|
| 283 |
+
"ZNF839",
|
| 284 |
+
"DDX5",
|
| 285 |
+
"LYL1",
|
| 286 |
+
"EGLN3",
|
| 287 |
+
"OPLAH",
|
| 288 |
+
"TMSB4Y",
|
| 289 |
+
"HMHB1",
|
| 290 |
+
"CD53",
|
| 291 |
+
"SLC5A3",
|
| 292 |
+
"ABCC4",
|
| 293 |
+
"HSPB1",
|
| 294 |
+
"MCUR1",
|
| 295 |
+
"SMOX",
|
| 296 |
+
"TST",
|
| 297 |
+
"SP110",
|
| 298 |
+
"EPOR",
|
| 299 |
+
"H3C2",
|
| 300 |
+
"VIM",
|
| 301 |
+
"LCN2",
|
| 302 |
+
"ST7",
|
| 303 |
+
"PLEKHG3",
|
| 304 |
+
"RPLP0",
|
| 305 |
+
"ZC3H13",
|
| 306 |
+
"H2BC7",
|
| 307 |
+
"EPHB4",
|
| 308 |
+
"RPL37A",
|
| 309 |
+
"FKBP1B",
|
| 310 |
+
"BBOF1",
|
| 311 |
+
"MEIS1",
|
| 312 |
+
"RPS9",
|
| 313 |
+
"PPDPF",
|
| 314 |
+
"LEPR",
|
| 315 |
+
"CD44",
|
| 316 |
+
"FADS2",
|
| 317 |
+
"MUC3B",
|
| 318 |
+
"RETNLB",
|
| 319 |
+
"ANXA2",
|
| 320 |
+
"SERPINA1",
|
| 321 |
+
"RPS6",
|
| 322 |
+
"BCLAF1",
|
| 323 |
+
"PRDM2",
|
| 324 |
+
"VWF",
|
| 325 |
+
"TP53TG3",
|
| 326 |
+
"FAH",
|
| 327 |
+
"PTGS1",
|
| 328 |
+
"DIPK2A",
|
| 329 |
+
"APP",
|
| 330 |
+
"FTH1P5",
|
| 331 |
+
"H1-2",
|
| 332 |
+
"PLPP3",
|
| 333 |
+
"TNNC2",
|
| 334 |
+
"RPL24",
|
| 335 |
+
"GADD45A",
|
| 336 |
+
"SPSB1",
|
| 337 |
+
"CTSB",
|
| 338 |
+
"NACC1",
|
| 339 |
+
"RPL18A",
|
| 340 |
+
"RUFY1",
|
| 341 |
+
"P2RX1",
|
| 342 |
+
"FGF1",
|
| 343 |
+
"RPLP1",
|
| 344 |
+
"CACNA1A",
|
| 345 |
+
"CCL5",
|
| 346 |
+
"MFAP3L",
|
| 347 |
+
"NACA4P",
|
| 348 |
+
"TGFB1I1",
|
| 349 |
+
"PIK3R3",
|
| 350 |
+
"CALML4",
|
| 351 |
+
"RSU1",
|
| 352 |
+
"ADIPOR1",
|
| 353 |
+
"TPM1",
|
| 354 |
+
"SLC12A5",
|
| 355 |
+
"BMP6",
|
| 356 |
+
"SELP",
|
| 357 |
+
"MYLK",
|
| 358 |
+
"SNCA",
|
| 359 |
+
"MBOAT2",
|
| 360 |
+
"ITGB3",
|
| 361 |
+
"RPS26",
|
| 362 |
+
"GPX4",
|
| 363 |
+
"GNG11",
|
| 364 |
+
"HBD",
|
| 365 |
+
"RDH11",
|
| 366 |
+
"ZNF185",
|
| 367 |
+
"HMGB2",
|
| 368 |
+
"NCK2",
|
| 369 |
+
"HSD17B12",
|
| 370 |
+
"ARMCX6",
|
| 371 |
+
"PDLIM1",
|
| 372 |
+
"H2BC12L",
|
| 373 |
+
"RPS7",
|
| 374 |
+
"DAB2",
|
| 375 |
+
"FARS2",
|
| 376 |
+
"PDZK1IP1",
|
| 377 |
+
"PRKAR2B",
|
| 378 |
+
"XK",
|
| 379 |
+
"SEMA6A",
|
| 380 |
+
"LSM1",
|
| 381 |
+
"HECA",
|
| 382 |
+
"ILK",
|
| 383 |
+
"LY6G5C",
|
| 384 |
+
"CXCL12",
|
| 385 |
+
"MMD",
|
| 386 |
+
"MYH2",
|
| 387 |
+
"GAPDH",
|
| 388 |
+
"GSS",
|
| 389 |
+
"VIL1",
|
| 390 |
+
"JUND",
|
| 391 |
+
"A4GNT",
|
| 392 |
+
"RPS21",
|
| 393 |
+
"SH3BGRL3",
|
| 394 |
+
"WASF1",
|
| 395 |
+
"NUTF2",
|
| 396 |
+
"PTP4A1",
|
| 397 |
+
"SPAG6",
|
| 398 |
+
"H2BC10",
|
| 399 |
+
"WWOX",
|
| 400 |
+
"AATK",
|
| 401 |
+
"SFTPC",
|
| 402 |
+
"TBXA2R"
|
| 403 |
+
],
|
| 404 |
+
"Coefficient": [
|
| 405 |
+
0.09909436148322465,
|
| 406 |
+
-0.09644812234158169,
|
| 407 |
+
-0.09079587930524982,
|
| 408 |
+
-0.08466498838075832,
|
| 409 |
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0.07844340931023602,
|
| 410 |
+
-0.07447200028946827,
|
| 411 |
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0.07395144146621259,
|
| 412 |
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-0.07241480995586282,
|
| 413 |
+
-0.07017372413827434,
|
| 414 |
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0.0685921831004052,
|
| 415 |
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0.06379367543199221,
|
| 416 |
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-0.06316208273984494,
|
| 417 |
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-0.06088492125715013,
|
| 418 |
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0.05929158243846466,
|
| 419 |
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0.05681597456348232,
|
| 420 |
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-0.0558871863355885,
|
| 421 |
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-0.05498679905062649,
|
| 422 |
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|
| 423 |
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-0.054241439092454644,
|
| 424 |
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0.05312997805781279,
|
| 425 |
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0.05237238203942044,
|
| 426 |
+
-0.052302680254411815,
|
| 427 |
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-0.05124498783668234,
|
| 428 |
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0.05109744921491974,
|
| 429 |
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-0.05036505992396588,
|
| 430 |
+
0.04993400102073701,
|
| 431 |
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0.04958494441231418,
|
| 432 |
+
0.04818340123566965,
|
| 433 |
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-0.04808284091913969,
|
| 434 |
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0.04773828892867603,
|
| 435 |
+
0.04720727193550126,
|
| 436 |
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0.04655467593356294,
|
| 437 |
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0.04571438789378808,
|
| 438 |
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0.045655991956381134,
|
| 439 |
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|
| 440 |
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0.044841418457977504,
|
| 441 |
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0.044778038442092105,
|
| 442 |
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0.044652592454166105,
|
| 443 |
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|
| 444 |
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0.04377581400630925,
|
| 445 |
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|
| 446 |
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0.043319255445089216,
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| 447 |
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|
| 448 |
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|
| 449 |
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|
| 450 |
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-0.04223261033714142,
|
| 451 |
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0.04097446931144965,
|
| 452 |
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-0.04092184187673926,
|
| 453 |
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0.04015652906811294,
|
| 454 |
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0.040013338899733394,
|
| 455 |
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|
| 456 |
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0.039501499161636776,
|
| 457 |
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0.03893463473816343,
|
| 458 |
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0.038831597422273864,
|
| 459 |
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0.03875073010199463,
|
| 460 |
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0.03871559225533651,
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| 461 |
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0.03852088541759893,
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| 462 |
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|
| 463 |
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| 464 |
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0.03761856695507873,
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| 465 |
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0.03708189159161428,
|
| 466 |
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0.036781323124028126,
|
| 467 |
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0.03599013630517997,
|
| 468 |
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|
| 469 |
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|
| 470 |
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-0.03560828357523037,
|
| 471 |
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0.03552794230192008,
|
| 472 |
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|
| 473 |
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0.0350598173489376,
|
| 474 |
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|
| 475 |
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|
| 476 |
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0.03469982536777449,
|
| 477 |
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0.03463761437258341,
|
| 478 |
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0.033953510376514465,
|
| 479 |
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-0.03314375806450602,
|
| 480 |
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-0.0328642503914636,
|
| 481 |
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-0.032642036635896335,
|
| 482 |
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|
| 483 |
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-0.03250339174210746,
|
| 484 |
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-0.032284205614452395,
|
| 485 |
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-0.03208002783219092,
|
| 486 |
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-0.031818703246639955,
|
| 487 |
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0.03177027875896792,
|
| 488 |
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0.031608283577884914,
|
| 489 |
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|
| 490 |
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0.031381167289121964,
|
| 491 |
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-0.031317306421959464,
|
| 492 |
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0.03129886659244112,
|
| 493 |
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0.03129810426151352,
|
| 494 |
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|
| 495 |
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|
| 496 |
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0.030230330637486282,
|
| 497 |
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-0.030078429653663034,
|
| 498 |
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-0.02986438708962408,
|
| 499 |
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|
| 500 |
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|
| 501 |
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|
| 502 |
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0.028900762349155694,
|
| 503 |
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|
| 504 |
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|
| 505 |
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-0.02885900074365451,
|
| 506 |
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0.02866918234462434,
|
| 507 |
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| 508 |
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0.0283732430213483,
|
| 509 |
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0.02778886386963583,
|
| 510 |
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| 511 |
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|
| 512 |
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-0.027293367380638457,
|
| 513 |
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|
| 514 |
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0.027204708122979294,
|
| 515 |
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0.02712942249379822,
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| 516 |
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0.02703783367897123,
|
| 517 |
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-0.026759303940620587,
|
| 518 |
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0.026527917002150216,
|
| 519 |
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0.026496535507675747,
|
| 520 |
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|
| 521 |
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0.026399879139535485,
|
| 522 |
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|
| 523 |
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|
| 524 |
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-0.025669334131064307,
|
| 525 |
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-0.025448009253085286,
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| 526 |
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-0.024969272349392935,
|
| 527 |
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0.024825012897788663,
|
| 528 |
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-0.0247036975198286,
|
| 529 |
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-0.024651187929166554,
|
| 530 |
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-0.024631309536719843,
|
| 531 |
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0.024626266510344982,
|
| 532 |
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-0.024406752549509813,
|
| 533 |
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0.024205730288188048,
|
| 534 |
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0.023952147565084545,
|
| 535 |
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-0.023951961324368255,
|
| 536 |
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0.02379160081862132,
|
| 537 |
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-0.023756939675233832,
|
| 538 |
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-0.02375142588097294,
|
| 539 |
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-0.023218907939691398,
|
| 540 |
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-0.023202723428575323,
|
| 541 |
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-0.023198838401307775,
|
| 542 |
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-0.023194483679149773,
|
| 543 |
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0.023055510264099965,
|
| 544 |
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0.022925840378402267,
|
| 545 |
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0.02271812571571326,
|
| 546 |
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0.022515540306418006,
|
| 547 |
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0.022381760151578146,
|
| 548 |
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-0.021803305615689057,
|
| 549 |
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-0.021210918261316342,
|
| 550 |
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-0.021145617440626558,
|
| 551 |
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-0.02106464360017856,
|
| 552 |
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0.02105593970802849,
|
| 553 |
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-0.021027582259354475,
|
| 554 |
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-0.021014646365846067,
|
| 555 |
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-0.020753437026867393,
|
| 556 |
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0.02073524359162515,
|
| 557 |
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0.020651176658413865,
|
| 558 |
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0.020553102904105478,
|
| 559 |
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0.020506127413688287,
|
| 560 |
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-0.02046748800315028,
|
| 561 |
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0.020342899299696193,
|
| 562 |
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-0.020322677199799383,
|
| 563 |
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-0.020261071417338128,
|
| 564 |
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0.020182467763309234,
|
| 565 |
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0.020146089308805536,
|
| 566 |
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0.020114749759165197,
|
| 567 |
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0.020071430403162713,
|
| 568 |
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0.020001792888508348,
|
| 569 |
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0.01999825090182177,
|
| 570 |
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0.0199252102826545,
|
| 571 |
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0.01990535987491889,
|
| 572 |
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0.01989594109681428,
|
| 573 |
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-0.019797369849056865,
|
| 574 |
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-0.019724148162053236,
|
| 575 |
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0.019703018162003864,
|
| 576 |
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0.019488007406811045,
|
| 577 |
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0.019208353536593233,
|
| 578 |
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0.0191983461326596,
|
| 579 |
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0.01913849133554492,
|
| 580 |
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-0.019114548324844657,
|
| 581 |
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-0.018655645612744305,
|
| 582 |
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-0.01852646796181467,
|
| 583 |
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-0.018446554921668974,
|
| 584 |
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0.01815071245053994,
|
| 585 |
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-0.018138559802426856,
|
| 586 |
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-0.017930496263593713,
|
| 587 |
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0.017767086568906302,
|
| 588 |
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0.017669301964977097,
|
| 589 |
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0.017621044981523084,
|
| 590 |
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-0.017596446458181963,
|
| 591 |
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|
| 592 |
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0.017356011524162007,
|
| 593 |
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0.01730721163666299,
|
| 594 |
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0.017295951367328272,
|
| 595 |
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0.017177247836690866,
|
| 596 |
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0.01711848671508696,
|
| 597 |
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0.01685607593787982,
|
| 598 |
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0.01679691632314437,
|
| 599 |
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0.016795578871370308,
|
| 600 |
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0.016393644535820054,
|
| 601 |
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0.016265716154477885,
|
| 602 |
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0.016212522070756717,
|
| 603 |
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|
| 604 |
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0.015533278399395426,
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| 605 |
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0.015464519368541714,
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| 606 |
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| 607 |
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| 608 |
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0.014943582404962191,
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| 609 |
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| 610 |
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0.014557270176741497,
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| 612 |
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| 613 |
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0.014504357757466214,
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| 614 |
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0.014272236731479735,
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| 616 |
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0.014259538574218343,
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| 619 |
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0.013910971027363606,
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| 621 |
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| 623 |
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0.013730987655770471,
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0.013637791061089236,
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| 627 |
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0.01349408164289681,
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| 628 |
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0.01329525195237432,
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0.013294615311683088,
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0.013104284611284977,
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0.013015425207682276,
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0.012868812566492326,
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0.012541478224186336,
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0.012486634948067817,
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0.012353182425717325,
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0.012332662394059722,
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0.012224356847793948,
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0.012188071839333105,
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0.012128751122316676,
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0.01210065490195458,
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0.012093538393713214,
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0.011926663639748017,
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0.011670313450057587,
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0.011111855303943766,
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0.011063939558686052,
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0.01081448115811531,
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0.010778990813991356,
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0.01059805332475371,
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0.010212488442902077,
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0.01010752893072,
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0.010062653739202508,
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0.009967973003986028,
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],
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"Absolute Coefficient": [
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| 1221 |
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}
|
output/regress/Fibromyalgia/significant_genes_condition_Amyotrophic_Lateral_Sclerosis.json
ADDED
|
@@ -0,0 +1,546 @@
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|
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|
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|
|
|
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|
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|
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|
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|
|
|
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|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
|
|
|
|
|
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|
|
|
|
|
|
|
|
|
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|
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|
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|
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|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"significant_genes": {
|
| 3 |
+
"Variable": [
|
| 4 |
+
"ANKRD20A11P",
|
| 5 |
+
"CCDC170",
|
| 6 |
+
"MFSD3",
|
| 7 |
+
"HLA-L",
|
| 8 |
+
"LTA4H",
|
| 9 |
+
"PARD3B",
|
| 10 |
+
"NEIL1",
|
| 11 |
+
"LCT",
|
| 12 |
+
"FAM24A",
|
| 13 |
+
"NDC1",
|
| 14 |
+
"ENC1",
|
| 15 |
+
"KAT2B",
|
| 16 |
+
"ITSN1",
|
| 17 |
+
"OR1N1",
|
| 18 |
+
"MIR9-1",
|
| 19 |
+
"TMEM255B",
|
| 20 |
+
"MYH1",
|
| 21 |
+
"ELAPOR1",
|
| 22 |
+
"NUDC",
|
| 23 |
+
"STXBP1",
|
| 24 |
+
"PGM5P2",
|
| 25 |
+
"TTLL7",
|
| 26 |
+
"IFNE",
|
| 27 |
+
"DCPS",
|
| 28 |
+
"COL4A6",
|
| 29 |
+
"APBB2",
|
| 30 |
+
"ATP2B3",
|
| 31 |
+
"HTN1",
|
| 32 |
+
"FAM167A-AS1",
|
| 33 |
+
"BLVRA",
|
| 34 |
+
"HLA-DQB1",
|
| 35 |
+
"CCNI",
|
| 36 |
+
"AKAP12",
|
| 37 |
+
"CYP27A1",
|
| 38 |
+
"SCG3",
|
| 39 |
+
"HMGN2P46",
|
| 40 |
+
"PIDD1",
|
| 41 |
+
"CADPS",
|
| 42 |
+
"LRIG3",
|
| 43 |
+
"ATOH8",
|
| 44 |
+
"CPT1A",
|
| 45 |
+
"CCR9",
|
| 46 |
+
"IL13",
|
| 47 |
+
"MMP12",
|
| 48 |
+
"UQCC3",
|
| 49 |
+
"RGS17",
|
| 50 |
+
"ECRG4",
|
| 51 |
+
"NAPSB",
|
| 52 |
+
"PGC",
|
| 53 |
+
"OR10A7",
|
| 54 |
+
"TXNDC11",
|
| 55 |
+
"VWA5B2",
|
| 56 |
+
"MROH8",
|
| 57 |
+
"HLA-DPB2",
|
| 58 |
+
"GSDME",
|
| 59 |
+
"ELL3",
|
| 60 |
+
"F7",
|
| 61 |
+
"MEDAG",
|
| 62 |
+
"POC1A",
|
| 63 |
+
"DEFB119",
|
| 64 |
+
"DOCK3",
|
| 65 |
+
"TBX6",
|
| 66 |
+
"IFT122",
|
| 67 |
+
"DVL2",
|
| 68 |
+
"TTC41P",
|
| 69 |
+
"TXNDC8",
|
| 70 |
+
"CROCC",
|
| 71 |
+
"IL10",
|
| 72 |
+
"RAB11FIP3",
|
| 73 |
+
"SPHK1",
|
| 74 |
+
"LGI4",
|
| 75 |
+
"MDS2",
|
| 76 |
+
"DERL3",
|
| 77 |
+
"CYP26B1",
|
| 78 |
+
"KTN1-AS1",
|
| 79 |
+
"TNKS1BP1",
|
| 80 |
+
"LRRC43",
|
| 81 |
+
"C1orf174",
|
| 82 |
+
"SLC25A34",
|
| 83 |
+
"CD93",
|
| 84 |
+
"LINC00272",
|
| 85 |
+
"JOSD2",
|
| 86 |
+
"HTR3B",
|
| 87 |
+
"LRRC23",
|
| 88 |
+
"EHHADH",
|
| 89 |
+
"NT5M",
|
| 90 |
+
"MRPL38",
|
| 91 |
+
"MTNR1B",
|
| 92 |
+
"OR4A16",
|
| 93 |
+
"CD300LD-AS1",
|
| 94 |
+
"AFAP1L2",
|
| 95 |
+
"ITGB8",
|
| 96 |
+
"CRCT1",
|
| 97 |
+
"NBPF22P",
|
| 98 |
+
"PTP4A3",
|
| 99 |
+
"DRICH1",
|
| 100 |
+
"SNORD113-4",
|
| 101 |
+
"ZNF530",
|
| 102 |
+
"HPCAL4",
|
| 103 |
+
"KIAA1656",
|
| 104 |
+
"JAKMIP3",
|
| 105 |
+
"CPA3",
|
| 106 |
+
"ADGRL1",
|
| 107 |
+
"NYAP2",
|
| 108 |
+
"PTGDS",
|
| 109 |
+
"C14orf93",
|
| 110 |
+
"SCARNA8",
|
| 111 |
+
"IL31RA",
|
| 112 |
+
"ZNF620",
|
| 113 |
+
"OSGIN1",
|
| 114 |
+
"CFAP53",
|
| 115 |
+
"MYBPC1",
|
| 116 |
+
"CCNA1",
|
| 117 |
+
"PEX10",
|
| 118 |
+
"PI3",
|
| 119 |
+
"TMEM252",
|
| 120 |
+
"CCDC146",
|
| 121 |
+
"FKBPL",
|
| 122 |
+
"C2orf81",
|
| 123 |
+
"CAMKV",
|
| 124 |
+
"EWSAT1",
|
| 125 |
+
"CEND1",
|
| 126 |
+
"ADCK1",
|
| 127 |
+
"PALLD",
|
| 128 |
+
"SEMA3A",
|
| 129 |
+
"SLC25A21",
|
| 130 |
+
"SLC25A47",
|
| 131 |
+
"BTC",
|
| 132 |
+
"HTN3",
|
| 133 |
+
"NOVA1",
|
| 134 |
+
"STAR",
|
| 135 |
+
"ALPK3",
|
| 136 |
+
"PDGFRB",
|
| 137 |
+
"C9orf40",
|
| 138 |
+
"AP1M2",
|
| 139 |
+
"MFSD4A",
|
| 140 |
+
"IL3RA",
|
| 141 |
+
"PLD6",
|
| 142 |
+
"ANKRD53",
|
| 143 |
+
"TRPM4",
|
| 144 |
+
"MCAM",
|
| 145 |
+
"APIP",
|
| 146 |
+
"SH2D7",
|
| 147 |
+
"PIK3R2",
|
| 148 |
+
"EBI3",
|
| 149 |
+
"LINC02912",
|
| 150 |
+
"NEFL",
|
| 151 |
+
"NPAS3",
|
| 152 |
+
"PRR35",
|
| 153 |
+
"MARCHF8",
|
| 154 |
+
"ICA1L",
|
| 155 |
+
"FOXRED1",
|
| 156 |
+
"SALL2",
|
| 157 |
+
"TGFB2",
|
| 158 |
+
"PGAP2",
|
| 159 |
+
"CHEK2",
|
| 160 |
+
"RDH5",
|
| 161 |
+
"CLLU1",
|
| 162 |
+
"RRH",
|
| 163 |
+
"METTL27",
|
| 164 |
+
"THSD7B",
|
| 165 |
+
"HPGDS",
|
| 166 |
+
"SMAD9",
|
| 167 |
+
"CHST7",
|
| 168 |
+
"PLA2G4C",
|
| 169 |
+
"ZNF99",
|
| 170 |
+
"COA1",
|
| 171 |
+
"SLC5A5",
|
| 172 |
+
"RNF17",
|
| 173 |
+
"MIR205",
|
| 174 |
+
"MORN1",
|
| 175 |
+
"ZNF625",
|
| 176 |
+
"ZNF20",
|
| 177 |
+
"MIR205HG"
|
| 178 |
+
],
|
| 179 |
+
"Coefficient": [
|
| 180 |
+
-0.07215304561695139,
|
| 181 |
+
0.060992834238599754,
|
| 182 |
+
-0.06084767521282809,
|
| 183 |
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0.05830100289487845,
|
| 184 |
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0.055853947849812284,
|
| 185 |
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0.0501776834867201,
|
| 186 |
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0.04745779385654315,
|
| 187 |
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0.043870915822095256,
|
| 188 |
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0.043054446113134616,
|
| 189 |
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0.04189435207339189,
|
| 190 |
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|
| 191 |
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0.040571074703654245,
|
| 192 |
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|
| 193 |
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0.03740496107402558,
|
| 194 |
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0.037148769783400794,
|
| 195 |
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|
| 196 |
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|
| 197 |
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0.03583533777703189,
|
| 198 |
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0.035706470827191326,
|
| 199 |
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0.03566068925172061,
|
| 200 |
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|
| 201 |
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|
| 202 |
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0.03221276499307902,
|
| 203 |
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|
| 204 |
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0.031625087913297927,
|
| 205 |
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0.02903357507512868,
|
| 206 |
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0.028511672332030752,
|
| 207 |
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0.027910892388955808,
|
| 208 |
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0.027796738503731943,
|
| 209 |
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|
| 210 |
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0.026275566829580904,
|
| 211 |
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0.025538518320055832,
|
| 212 |
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|
| 213 |
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0.024770960621950066,
|
| 214 |
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|
| 215 |
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0.02381411550613757,
|
| 216 |
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0.023726495332351837,
|
| 217 |
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|
| 218 |
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0.0228351949035439,
|
| 219 |
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0.022122694153948734,
|
| 220 |
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0.021946789103791494,
|
| 221 |
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|
| 222 |
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0.02107754267218421,
|
| 223 |
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0.02081825167257944,
|
| 224 |
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|
| 225 |
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0.02021650886163586,
|
| 226 |
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|
| 227 |
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|
| 228 |
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|
| 229 |
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0.019350406405173107,
|
| 230 |
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|
| 231 |
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|
| 232 |
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|
| 233 |
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0.01752843706800674,
|
| 234 |
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0.017501273952748544,
|
| 235 |
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0.01727558281637362,
|
| 236 |
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0.01708252091085702,
|
| 237 |
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|
| 238 |
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0.016519476704473148,
|
| 239 |
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0.01621902471960027,
|
| 240 |
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0.015881786088264793,
|
| 241 |
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0.015872337777496852,
|
| 242 |
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0.015858676447888333,
|
| 243 |
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|
| 244 |
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|
| 245 |
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|
| 246 |
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0.0150135076730429,
|
| 247 |
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0.014983860358879313,
|
| 248 |
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0.014854300322701732,
|
| 249 |
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0.014783274437111152,
|
| 250 |
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|
| 251 |
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0.014189723064430709,
|
| 252 |
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|
| 253 |
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|
| 254 |
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|
| 255 |
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|
| 256 |
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0.012073702076620096,
|
| 257 |
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0.011483241548485859,
|
| 258 |
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0.011388409808175213,
|
| 259 |
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0.011116640171952675,
|
| 260 |
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0.010934332551740636,
|
| 261 |
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0.010316069576130382,
|
| 262 |
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|
| 263 |
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|
| 264 |
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0.009944569109656243,
|
| 265 |
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0.009924390461715286,
|
| 266 |
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0.009642479302332049,
|
| 267 |
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|
| 268 |
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|
| 269 |
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0.009463251986223118,
|
| 270 |
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|
| 271 |
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|
| 272 |
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0.008977038764803155,
|
| 273 |
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|
| 274 |
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|
| 275 |
+
0.008749591518091671,
|
| 276 |
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0.00862233254140644,
|
| 277 |
+
0.008281598822927456,
|
| 278 |
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0.00812952251502047,
|
| 279 |
+
0.007805431826454265,
|
| 280 |
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0.007774347800611964,
|
| 281 |
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|
| 282 |
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0.007410263550499335,
|
| 283 |
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0.007100574179040517,
|
| 284 |
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|
| 285 |
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|
| 286 |
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|
| 287 |
+
-0.006354934945485015,
|
| 288 |
+
-0.006236669030803606,
|
| 289 |
+
-0.006180735961766034,
|
| 290 |
+
-0.005889297177884608,
|
| 291 |
+
-0.0056973203120041565,
|
| 292 |
+
-0.005554575774780359,
|
| 293 |
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|
| 294 |
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|
| 295 |
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-0.005358019995034901,
|
| 296 |
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-0.0052913340213749166,
|
| 297 |
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0.005274000341066963,
|
| 298 |
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|
| 299 |
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0.005127734959604133,
|
| 300 |
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-0.004851412210661028,
|
| 301 |
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-0.004750009009638732,
|
| 302 |
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0.0045533657527566124,
|
| 303 |
+
-0.004534049175324787,
|
| 304 |
+
0.004481414653576106,
|
| 305 |
+
-0.004405148581164955,
|
| 306 |
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0.004131349614764219,
|
| 307 |
+
-0.004091714960954322,
|
| 308 |
+
-0.003841532054092898,
|
| 309 |
+
0.0037327088618877404,
|
| 310 |
+
0.0035401181112121815,
|
| 311 |
+
-0.00347879015326008,
|
| 312 |
+
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],
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},
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"cv_performance": {
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| 533 |
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"prediction": {
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"accuracy": 69.28571428571428,
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"precision": 67.05494505494505,
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"recall": 66.53679653679653,
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"selection": {
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}
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}
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| 546 |
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}
|
output/regress/Fibromyalgia/significant_genes_condition_Anxiety_disorder.json
ADDED
|
@@ -0,0 +1,423 @@
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|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"significant_genes": {
|
| 3 |
+
"Variable": [
|
| 4 |
+
"ANKRD20A11P",
|
| 5 |
+
"LTA4H",
|
| 6 |
+
"CCDC170",
|
| 7 |
+
"PARD3B",
|
| 8 |
+
"ENC1",
|
| 9 |
+
"HLA-L",
|
| 10 |
+
"MIR9-1",
|
| 11 |
+
"NEIL1",
|
| 12 |
+
"NDC1",
|
| 13 |
+
"FAM24A",
|
| 14 |
+
"STXBP1",
|
| 15 |
+
"LCT",
|
| 16 |
+
"IFT122",
|
| 17 |
+
"MFSD3",
|
| 18 |
+
"TTLL7",
|
| 19 |
+
"PGM5P2",
|
| 20 |
+
"HTN1",
|
| 21 |
+
"ITSN1",
|
| 22 |
+
"CADPS",
|
| 23 |
+
"OR1N1",
|
| 24 |
+
"ELAPOR1",
|
| 25 |
+
"FAM167A-AS1",
|
| 26 |
+
"TMEM255B",
|
| 27 |
+
"KAT2B",
|
| 28 |
+
"AKAP12",
|
| 29 |
+
"MYH1",
|
| 30 |
+
"MARCHF8",
|
| 31 |
+
"DCPS",
|
| 32 |
+
"NUDC",
|
| 33 |
+
"HLA-DQB1",
|
| 34 |
+
"TXNDC11",
|
| 35 |
+
"CYP27A1",
|
| 36 |
+
"UQCC3",
|
| 37 |
+
"VWA5B2",
|
| 38 |
+
"IL13",
|
| 39 |
+
"IFNE",
|
| 40 |
+
"NAPSB",
|
| 41 |
+
"RGS17",
|
| 42 |
+
"BLVRA",
|
| 43 |
+
"OR10A7",
|
| 44 |
+
"MDS2",
|
| 45 |
+
"MMP12",
|
| 46 |
+
"IL3RA",
|
| 47 |
+
"TNKS1BP1",
|
| 48 |
+
"GSDME",
|
| 49 |
+
"LRIG3",
|
| 50 |
+
"APBB2",
|
| 51 |
+
"CPT1A",
|
| 52 |
+
"PTP4A3",
|
| 53 |
+
"RDH5",
|
| 54 |
+
"ITGB8",
|
| 55 |
+
"ATOH8",
|
| 56 |
+
"POC1A",
|
| 57 |
+
"ELL3",
|
| 58 |
+
"TBX6",
|
| 59 |
+
"CFAP53",
|
| 60 |
+
"SPHK1",
|
| 61 |
+
"CYP26B1",
|
| 62 |
+
"JAKMIP3",
|
| 63 |
+
"RRH",
|
| 64 |
+
"DRICH1",
|
| 65 |
+
"SLC25A34",
|
| 66 |
+
"LRRC43",
|
| 67 |
+
"DEFB119",
|
| 68 |
+
"MRPL38",
|
| 69 |
+
"LINC02912",
|
| 70 |
+
"HTN3",
|
| 71 |
+
"SMAD9",
|
| 72 |
+
"CCNI",
|
| 73 |
+
"SCG3",
|
| 74 |
+
"OSGIN1",
|
| 75 |
+
"LRRC23",
|
| 76 |
+
"COL4A6",
|
| 77 |
+
"MROH8",
|
| 78 |
+
"C14orf93",
|
| 79 |
+
"HLA-DPB2",
|
| 80 |
+
"DERL3",
|
| 81 |
+
"KIAA1656",
|
| 82 |
+
"PIDD1",
|
| 83 |
+
"TXNDC8",
|
| 84 |
+
"AFAP1L2",
|
| 85 |
+
"MTNR1B",
|
| 86 |
+
"C1orf174",
|
| 87 |
+
"RAB11FIP3",
|
| 88 |
+
"THOC3",
|
| 89 |
+
"CDS1",
|
| 90 |
+
"MST1",
|
| 91 |
+
"LINC00272",
|
| 92 |
+
"LGI4",
|
| 93 |
+
"TRPM4",
|
| 94 |
+
"EHHADH",
|
| 95 |
+
"DOCK3",
|
| 96 |
+
"HMGN2P46",
|
| 97 |
+
"TPO",
|
| 98 |
+
"CPA3",
|
| 99 |
+
"JOSD2",
|
| 100 |
+
"PTGDS",
|
| 101 |
+
"RNF17",
|
| 102 |
+
"EWSAT1",
|
| 103 |
+
"DVL2",
|
| 104 |
+
"HTR3B",
|
| 105 |
+
"EBI3",
|
| 106 |
+
"NEFL",
|
| 107 |
+
"ICA1L",
|
| 108 |
+
"CLLU1",
|
| 109 |
+
"CCR9",
|
| 110 |
+
"SCARNA8",
|
| 111 |
+
"ECRG4",
|
| 112 |
+
"MCAM",
|
| 113 |
+
"ATP2B3",
|
| 114 |
+
"F7",
|
| 115 |
+
"NOVA1",
|
| 116 |
+
"CCDC146",
|
| 117 |
+
"COA1",
|
| 118 |
+
"SPINK2",
|
| 119 |
+
"PI3",
|
| 120 |
+
"SEMA3A",
|
| 121 |
+
"NPAS3",
|
| 122 |
+
"TCEAL1",
|
| 123 |
+
"C9orf40",
|
| 124 |
+
"ZNF620",
|
| 125 |
+
"TGFB2",
|
| 126 |
+
"PALLD",
|
| 127 |
+
"ZNF530",
|
| 128 |
+
"STAR",
|
| 129 |
+
"HPCAL4",
|
| 130 |
+
"CROCC",
|
| 131 |
+
"C3orf20",
|
| 132 |
+
"G0S2",
|
| 133 |
+
"IL10",
|
| 134 |
+
"CD93",
|
| 135 |
+
"AP1M2",
|
| 136 |
+
"PDGFRB"
|
| 137 |
+
],
|
| 138 |
+
"Coefficient": [
|
| 139 |
+
-0.06796372659600948,
|
| 140 |
+
0.060053556237080405,
|
| 141 |
+
0.059426690921913786,
|
| 142 |
+
0.05358997388555388,
|
| 143 |
+
-0.05237628661518153,
|
| 144 |
+
0.049759849372138454,
|
| 145 |
+
0.048730232144629196,
|
| 146 |
+
0.04766658243963975,
|
| 147 |
+
0.04660367553727817,
|
| 148 |
+
0.04440288431442748,
|
| 149 |
+
0.04179910928034935,
|
| 150 |
+
0.04126854332574131,
|
| 151 |
+
0.04067799048443185,
|
| 152 |
+
-0.0396599215134375,
|
| 153 |
+
-0.03760619958813679,
|
| 154 |
+
-0.03714071138257094,
|
| 155 |
+
0.03607097000953658,
|
| 156 |
+
-0.03528764622621234,
|
| 157 |
+
-0.032574683604971406,
|
| 158 |
+
0.03125172477390741,
|
| 159 |
+
0.031231765126608038,
|
| 160 |
+
0.031167854947638143,
|
| 161 |
+
-0.02879989404373214,
|
| 162 |
+
0.02873669180943485,
|
| 163 |
+
-0.02728061773134994,
|
| 164 |
+
-0.027240214307923945,
|
| 165 |
+
0.027105639636929125,
|
| 166 |
+
-0.026576215043570592,
|
| 167 |
+
0.02606207624758066,
|
| 168 |
+
0.025197991240755516,
|
| 169 |
+
-0.025038717942047296,
|
| 170 |
+
0.024822187245173426,
|
| 171 |
+
-0.024331604837847676,
|
| 172 |
+
-0.02332732732582166,
|
| 173 |
+
0.022478125303121897,
|
| 174 |
+
0.021698754906902696,
|
| 175 |
+
-0.021471947999667847,
|
| 176 |
+
0.021381692770032556,
|
| 177 |
+
-0.02046315418550091,
|
| 178 |
+
0.020327346707738593,
|
| 179 |
+
0.02030982037182671,
|
| 180 |
+
0.01940346535390365,
|
| 181 |
+
-0.018943093279068512,
|
| 182 |
+
-0.01886880793602044,
|
| 183 |
+
0.018784679394622493,
|
| 184 |
+
0.01805446086648629,
|
| 185 |
+
0.017549672498961704,
|
| 186 |
+
0.017387691313008657,
|
| 187 |
+
-0.017334812975429808,
|
| 188 |
+
0.01673013497887593,
|
| 189 |
+
-0.01641040972470777,
|
| 190 |
+
0.016361313416037037,
|
| 191 |
+
0.015925846316930923,
|
| 192 |
+
0.01561096542562122,
|
| 193 |
+
0.015249959703445993,
|
| 194 |
+
-0.01493647641426877,
|
| 195 |
+
0.014835732115492828,
|
| 196 |
+
-0.014379341695277041,
|
| 197 |
+
0.014332563493741898,
|
| 198 |
+
-0.014286219148742663,
|
| 199 |
+
0.014216410316176991,
|
| 200 |
+
0.013741161862876605,
|
| 201 |
+
0.013457496364452788,
|
| 202 |
+
0.0132603818412167,
|
| 203 |
+
0.013207596533006778,
|
| 204 |
+
0.01310723752313803,
|
| 205 |
+
-0.011948635845585661,
|
| 206 |
+
-0.011937358758782192,
|
| 207 |
+
0.011583145716338185,
|
| 208 |
+
-0.011054649727183263,
|
| 209 |
+
-0.01095982380408381,
|
| 210 |
+
-0.01070070924526932,
|
| 211 |
+
0.010547422460339217,
|
| 212 |
+
-0.01026842893319537,
|
| 213 |
+
-0.010263438403895849,
|
| 214 |
+
0.00993041483507576,
|
| 215 |
+
-0.009891178898515866,
|
| 216 |
+
0.009386281152311323,
|
| 217 |
+
0.009362630782744765,
|
| 218 |
+
-0.009274985759379574,
|
| 219 |
+
-0.008955931713950946,
|
| 220 |
+
-0.008388075690827083,
|
| 221 |
+
0.00820543425278209,
|
| 222 |
+
0.008090985788497504,
|
| 223 |
+
0.0074805354202679775,
|
| 224 |
+
0.00717648631035901,
|
| 225 |
+
0.006958274575756283,
|
| 226 |
+
0.006893899729382823,
|
| 227 |
+
-0.006838401853036012,
|
| 228 |
+
0.006608612594798932,
|
| 229 |
+
0.0065102493956549195,
|
| 230 |
+
0.00617302410777844,
|
| 231 |
+
0.006134774979474495,
|
| 232 |
+
0.0057732183449330406,
|
| 233 |
+
-0.0056405352235966025,
|
| 234 |
+
0.005545817706161948,
|
| 235 |
+
-0.0055153901770031,
|
| 236 |
+
-0.005332880277747845,
|
| 237 |
+
-0.005249988907995542,
|
| 238 |
+
-0.0051503809873963795,
|
| 239 |
+
-0.004923396224506428,
|
| 240 |
+
-0.004788048159863477,
|
| 241 |
+
0.004675823474912236,
|
| 242 |
+
-0.004541299235337347,
|
| 243 |
+
-0.004519476779402825,
|
| 244 |
+
-0.003968657861402761,
|
| 245 |
+
-0.0037418382124078937,
|
| 246 |
+
-0.003672335958597233,
|
| 247 |
+
-0.0036451283458806376,
|
| 248 |
+
0.003550658517238976,
|
| 249 |
+
0.0035465701851445024,
|
| 250 |
+
0.0034417480822010343,
|
| 251 |
+
-0.0031611334574785776,
|
| 252 |
+
0.002891578769140601,
|
| 253 |
+
0.002883359901805263,
|
| 254 |
+
-0.002639673142811275,
|
| 255 |
+
0.002466426516678926,
|
| 256 |
+
-0.0024094465440672604,
|
| 257 |
+
-0.0023714371355715285,
|
| 258 |
+
0.0023651283619061433,
|
| 259 |
+
-0.0022432348223552913,
|
| 260 |
+
-0.0021863300692346707,
|
| 261 |
+
-0.0018907215402818253,
|
| 262 |
+
0.0017976620619733477,
|
| 263 |
+
0.0017913410094418248,
|
| 264 |
+
0.001733470195453243,
|
| 265 |
+
0.0014488391031982784,
|
| 266 |
+
-0.0012912321889072137,
|
| 267 |
+
-0.0008844082421385704,
|
| 268 |
+
0.000879093308651116,
|
| 269 |
+
0.0007117641328025622,
|
| 270 |
+
-0.0005888118569351125,
|
| 271 |
+
-0.00018342810466072965
|
| 272 |
+
],
|
| 273 |
+
"Absolute Coefficient": [
|
| 274 |
+
0.06796372659600948,
|
| 275 |
+
0.060053556237080405,
|
| 276 |
+
0.059426690921913786,
|
| 277 |
+
0.05358997388555388,
|
| 278 |
+
0.05237628661518153,
|
| 279 |
+
0.049759849372138454,
|
| 280 |
+
0.048730232144629196,
|
| 281 |
+
0.04766658243963975,
|
| 282 |
+
0.04660367553727817,
|
| 283 |
+
0.04440288431442748,
|
| 284 |
+
0.04179910928034935,
|
| 285 |
+
0.04126854332574131,
|
| 286 |
+
0.04067799048443185,
|
| 287 |
+
0.0396599215134375,
|
| 288 |
+
0.03760619958813679,
|
| 289 |
+
0.03714071138257094,
|
| 290 |
+
0.03607097000953658,
|
| 291 |
+
0.03528764622621234,
|
| 292 |
+
0.032574683604971406,
|
| 293 |
+
0.03125172477390741,
|
| 294 |
+
0.031231765126608038,
|
| 295 |
+
0.031167854947638143,
|
| 296 |
+
0.02879989404373214,
|
| 297 |
+
0.02873669180943485,
|
| 298 |
+
0.02728061773134994,
|
| 299 |
+
0.027240214307923945,
|
| 300 |
+
0.027105639636929125,
|
| 301 |
+
0.026576215043570592,
|
| 302 |
+
0.02606207624758066,
|
| 303 |
+
0.025197991240755516,
|
| 304 |
+
0.025038717942047296,
|
| 305 |
+
0.024822187245173426,
|
| 306 |
+
0.024331604837847676,
|
| 307 |
+
0.02332732732582166,
|
| 308 |
+
0.022478125303121897,
|
| 309 |
+
0.021698754906902696,
|
| 310 |
+
0.021471947999667847,
|
| 311 |
+
0.021381692770032556,
|
| 312 |
+
0.02046315418550091,
|
| 313 |
+
0.020327346707738593,
|
| 314 |
+
0.02030982037182671,
|
| 315 |
+
0.01940346535390365,
|
| 316 |
+
0.018943093279068512,
|
| 317 |
+
0.01886880793602044,
|
| 318 |
+
0.018784679394622493,
|
| 319 |
+
0.01805446086648629,
|
| 320 |
+
0.017549672498961704,
|
| 321 |
+
0.017387691313008657,
|
| 322 |
+
0.017334812975429808,
|
| 323 |
+
0.01673013497887593,
|
| 324 |
+
0.01641040972470777,
|
| 325 |
+
0.016361313416037037,
|
| 326 |
+
0.015925846316930923,
|
| 327 |
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0.0005888118569351125,
|
| 406 |
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0.00018342810466072965
|
| 407 |
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]
|
| 408 |
+
},
|
| 409 |
+
"cv_performance": {
|
| 410 |
+
"prediction": {
|
| 411 |
+
"accuracy": 69.28571428571428,
|
| 412 |
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"precision": 66.44155844155844,
|
| 413 |
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"recall": 67.96536796536796,
|
| 414 |
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"f1": 67.0205656412553
|
| 415 |
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},
|
| 416 |
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"selection": {
|
| 417 |
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"precision": 0.18691588785046725,
|
| 418 |
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"recall": 0.5128205128205128,
|
| 419 |
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"f1": 0.273972602739726,
|
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"jaccard": 0.13793103448275862
|
| 421 |
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}
|
| 422 |
+
}
|
| 423 |
+
}
|
output/regress/Fibromyalgia/significant_genes_condition_Arrhythmia.json
ADDED
|
@@ -0,0 +1,414 @@
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|
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|
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|
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|
|
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|
|
|
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|
|
|
|
|
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|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
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|
|
|
|
| 1 |
+
{
|
| 2 |
+
"significant_genes": {
|
| 3 |
+
"Variable": [
|
| 4 |
+
"ANKRD20A11P",
|
| 5 |
+
"CCDC170",
|
| 6 |
+
"LTA4H",
|
| 7 |
+
"PARD3B",
|
| 8 |
+
"FAM24A",
|
| 9 |
+
"NDC1",
|
| 10 |
+
"NEIL1",
|
| 11 |
+
"MIR9-1",
|
| 12 |
+
"HLA-L",
|
| 13 |
+
"ENC1",
|
| 14 |
+
"LCT",
|
| 15 |
+
"STXBP1",
|
| 16 |
+
"IFT122",
|
| 17 |
+
"MFSD3",
|
| 18 |
+
"ELAPOR1",
|
| 19 |
+
"ITSN1",
|
| 20 |
+
"PGM5P2",
|
| 21 |
+
"TTLL7",
|
| 22 |
+
"MARCHF8",
|
| 23 |
+
"HTN1",
|
| 24 |
+
"CADPS",
|
| 25 |
+
"OR1N1",
|
| 26 |
+
"FAM167A-AS1",
|
| 27 |
+
"NUDC",
|
| 28 |
+
"TMEM255B",
|
| 29 |
+
"AKAP12",
|
| 30 |
+
"HLA-DQB1",
|
| 31 |
+
"IL13",
|
| 32 |
+
"KAT2B",
|
| 33 |
+
"TXNDC11",
|
| 34 |
+
"IFNE",
|
| 35 |
+
"BLVRA",
|
| 36 |
+
"MYH1",
|
| 37 |
+
"RGS17",
|
| 38 |
+
"MDS2",
|
| 39 |
+
"UQCC3",
|
| 40 |
+
"CPT1A",
|
| 41 |
+
"OR10A7",
|
| 42 |
+
"GSDME",
|
| 43 |
+
"DCPS",
|
| 44 |
+
"CYP27A1",
|
| 45 |
+
"ATOH8",
|
| 46 |
+
"NAPSB",
|
| 47 |
+
"MMP12",
|
| 48 |
+
"RDH5",
|
| 49 |
+
"APBB2",
|
| 50 |
+
"IL3RA",
|
| 51 |
+
"SLC25A34",
|
| 52 |
+
"PTP4A3",
|
| 53 |
+
"TNKS1BP1",
|
| 54 |
+
"RRH",
|
| 55 |
+
"SPHK1",
|
| 56 |
+
"CYP26B1",
|
| 57 |
+
"CFAP53",
|
| 58 |
+
"COL4A6",
|
| 59 |
+
"LRRC43",
|
| 60 |
+
"HLA-DPB2",
|
| 61 |
+
"VWA5B2",
|
| 62 |
+
"DRICH1",
|
| 63 |
+
"LINC02912",
|
| 64 |
+
"POC1A",
|
| 65 |
+
"ELL3",
|
| 66 |
+
"ITGB8",
|
| 67 |
+
"HTN3",
|
| 68 |
+
"CCNI",
|
| 69 |
+
"JAKMIP3",
|
| 70 |
+
"DERL3",
|
| 71 |
+
"DOCK3",
|
| 72 |
+
"DEFB119",
|
| 73 |
+
"TRPM4",
|
| 74 |
+
"MST1",
|
| 75 |
+
"SCG3",
|
| 76 |
+
"AFAP1L2",
|
| 77 |
+
"MROH8",
|
| 78 |
+
"LRIG3",
|
| 79 |
+
"MRPL38",
|
| 80 |
+
"HTR3B",
|
| 81 |
+
"MTNR1B",
|
| 82 |
+
"ICA1L",
|
| 83 |
+
"THOC3",
|
| 84 |
+
"DVL2",
|
| 85 |
+
"OSGIN1",
|
| 86 |
+
"PIDD1",
|
| 87 |
+
"TTC41P",
|
| 88 |
+
"TBX6",
|
| 89 |
+
"CCDC146",
|
| 90 |
+
"SMAD9",
|
| 91 |
+
"HMGN2P46",
|
| 92 |
+
"LINC00272",
|
| 93 |
+
"NOVA1",
|
| 94 |
+
"RNF17",
|
| 95 |
+
"C9orf40",
|
| 96 |
+
"MCAM",
|
| 97 |
+
"EBI3",
|
| 98 |
+
"CPA3",
|
| 99 |
+
"TPO",
|
| 100 |
+
"EWSAT1",
|
| 101 |
+
"CCR9",
|
| 102 |
+
"C14orf93",
|
| 103 |
+
"COA1",
|
| 104 |
+
"ECRG4",
|
| 105 |
+
"TXNDC8",
|
| 106 |
+
"CDS1",
|
| 107 |
+
"LRRC23",
|
| 108 |
+
"MFSD4A",
|
| 109 |
+
"TCEAL1",
|
| 110 |
+
"KIAA1656",
|
| 111 |
+
"EHHADH",
|
| 112 |
+
"CROCC",
|
| 113 |
+
"KTN1-AS1",
|
| 114 |
+
"RAB11FIP3",
|
| 115 |
+
"NPAS3",
|
| 116 |
+
"MEDAG",
|
| 117 |
+
"JOSD2",
|
| 118 |
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|
| 119 |
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|
| 120 |
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|
| 121 |
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|
| 122 |
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|
| 123 |
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"LYG1",
|
| 124 |
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"TGFB2",
|
| 125 |
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"C1orf174",
|
| 126 |
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|
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|
| 128 |
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|
| 129 |
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"NEFL",
|
| 130 |
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"FKBPL",
|
| 131 |
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"HPCAL4",
|
| 132 |
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"SLC25A47",
|
| 133 |
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"MIR205HG"
|
| 134 |
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],
|
| 135 |
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| 136 |
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| 265 |
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1.7200638409685523e-17
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| 266 |
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],
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| 267 |
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"Absolute Coefficient": [
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| 268 |
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| 269 |
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| 399 |
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},
|
| 400 |
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"cv_performance": {
|
| 401 |
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"prediction": {
|
| 402 |
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"accuracy": 67.85714285714286,
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"precision": 66.24009324009323,
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"recall": 61.62337662337662,
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},
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"selection": {
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"jaccard": 0.14184397163120568
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}
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| 413 |
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}
|
| 414 |
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}
|
output/regress/Fibromyalgia/significant_genes_condition_Epilepsy.json
ADDED
|
@@ -0,0 +1,417 @@
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"significant_genes": {
|
| 3 |
+
"Variable": [
|
| 4 |
+
"ANKRD20A11P",
|
| 5 |
+
"LTA4H",
|
| 6 |
+
"CCDC170",
|
| 7 |
+
"PARD3B",
|
| 8 |
+
"ENC1",
|
| 9 |
+
"HLA-L",
|
| 10 |
+
"NEIL1",
|
| 11 |
+
"MIR9-1",
|
| 12 |
+
"NDC1",
|
| 13 |
+
"LCT",
|
| 14 |
+
"MFSD3",
|
| 15 |
+
"FAM24A",
|
| 16 |
+
"STXBP1",
|
| 17 |
+
"HTN1",
|
| 18 |
+
"IFT122",
|
| 19 |
+
"ITSN1",
|
| 20 |
+
"PGM5P2",
|
| 21 |
+
"CADPS",
|
| 22 |
+
"ELAPOR1",
|
| 23 |
+
"NUDC",
|
| 24 |
+
"OR1N1",
|
| 25 |
+
"KAT2B",
|
| 26 |
+
"AKAP12",
|
| 27 |
+
"TMEM255B",
|
| 28 |
+
"TTLL7",
|
| 29 |
+
"FAM167A-AS1",
|
| 30 |
+
"HLA-DQB1",
|
| 31 |
+
"IFNE",
|
| 32 |
+
"DCPS",
|
| 33 |
+
"BLVRA",
|
| 34 |
+
"RGS17",
|
| 35 |
+
"IL13",
|
| 36 |
+
"MYH1",
|
| 37 |
+
"APBB2",
|
| 38 |
+
"VWA5B2",
|
| 39 |
+
"MDS2",
|
| 40 |
+
"MARCHF8",
|
| 41 |
+
"OR10A7",
|
| 42 |
+
"GSDME",
|
| 43 |
+
"CPT1A",
|
| 44 |
+
"CYP27A1",
|
| 45 |
+
"NAPSB",
|
| 46 |
+
"TXNDC11",
|
| 47 |
+
"UQCC3",
|
| 48 |
+
"ATOH8",
|
| 49 |
+
"TNKS1BP1",
|
| 50 |
+
"SLC25A34",
|
| 51 |
+
"ELL3",
|
| 52 |
+
"COL4A6",
|
| 53 |
+
"POC1A",
|
| 54 |
+
"SPHK1",
|
| 55 |
+
"MMP12",
|
| 56 |
+
"JAKMIP3",
|
| 57 |
+
"IL3RA",
|
| 58 |
+
"CCNI",
|
| 59 |
+
"SCG3",
|
| 60 |
+
"RDH5",
|
| 61 |
+
"CFAP53",
|
| 62 |
+
"ITGB8",
|
| 63 |
+
"LRRC43",
|
| 64 |
+
"DERL3",
|
| 65 |
+
"PTP4A3",
|
| 66 |
+
"HLA-DPB2",
|
| 67 |
+
"CYP26B1",
|
| 68 |
+
"LINC02912",
|
| 69 |
+
"LRIG3",
|
| 70 |
+
"MST1",
|
| 71 |
+
"HTN3",
|
| 72 |
+
"RRH",
|
| 73 |
+
"LINC00272",
|
| 74 |
+
"AFAP1L2",
|
| 75 |
+
"ICA1L",
|
| 76 |
+
"CPA3",
|
| 77 |
+
"DRICH1",
|
| 78 |
+
"TBX6",
|
| 79 |
+
"C1orf174",
|
| 80 |
+
"MCAM",
|
| 81 |
+
"MROH8",
|
| 82 |
+
"CCDC146",
|
| 83 |
+
"TXNDC8",
|
| 84 |
+
"KIAA1656",
|
| 85 |
+
"MRPL38",
|
| 86 |
+
"TPO",
|
| 87 |
+
"C14orf93",
|
| 88 |
+
"HTR3B",
|
| 89 |
+
"MTNR1B",
|
| 90 |
+
"EHHADH",
|
| 91 |
+
"F7",
|
| 92 |
+
"EBI3",
|
| 93 |
+
"DEFB119",
|
| 94 |
+
"PIDD1",
|
| 95 |
+
"TRPM4",
|
| 96 |
+
"PTGDS",
|
| 97 |
+
"OSGIN1",
|
| 98 |
+
"DVL2",
|
| 99 |
+
"HMGN2P46",
|
| 100 |
+
"TTC41P",
|
| 101 |
+
"CROCC",
|
| 102 |
+
"SMAD9",
|
| 103 |
+
"LRRC23",
|
| 104 |
+
"NOVA1",
|
| 105 |
+
"LGI4",
|
| 106 |
+
"RAB11FIP3",
|
| 107 |
+
"ECRG4",
|
| 108 |
+
"DOCK3",
|
| 109 |
+
"CDS1",
|
| 110 |
+
"MEDAG",
|
| 111 |
+
"EWSAT1",
|
| 112 |
+
"RNF17",
|
| 113 |
+
"THOC3",
|
| 114 |
+
"NEFL",
|
| 115 |
+
"C9orf40",
|
| 116 |
+
"NBPF22P",
|
| 117 |
+
"CD93",
|
| 118 |
+
"ZNF620",
|
| 119 |
+
"SCARNA8",
|
| 120 |
+
"TCEAL1",
|
| 121 |
+
"COA1",
|
| 122 |
+
"CLLU1",
|
| 123 |
+
"TGFB2",
|
| 124 |
+
"PALLD",
|
| 125 |
+
"MOAP1",
|
| 126 |
+
"MFSD4A",
|
| 127 |
+
"APIP",
|
| 128 |
+
"FKBPL",
|
| 129 |
+
"NT5M",
|
| 130 |
+
"CAMKV",
|
| 131 |
+
"KTN1-AS1",
|
| 132 |
+
"HPCAL4",
|
| 133 |
+
"ZNF530",
|
| 134 |
+
"G0S2"
|
| 135 |
+
],
|
| 136 |
+
"Coefficient": [
|
| 137 |
+
-0.0666540277367779,
|
| 138 |
+
0.06476313813172128,
|
| 139 |
+
0.0589396896904883,
|
| 140 |
+
0.05418259719030768,
|
| 141 |
+
-0.05094088538131378,
|
| 142 |
+
0.04756907741158488,
|
| 143 |
+
0.04743255288863947,
|
| 144 |
+
0.04649048901662978,
|
| 145 |
+
0.04411297441698001,
|
| 146 |
+
0.043447852115791497,
|
| 147 |
+
-0.04341996817016055,
|
| 148 |
+
0.04301810149318499,
|
| 149 |
+
0.04113533516437828,
|
| 150 |
+
0.037573188628499885,
|
| 151 |
+
0.03641437941187949,
|
| 152 |
+
-0.03536142808861907,
|
| 153 |
+
-0.035020479545443996,
|
| 154 |
+
-0.03414500579669874,
|
| 155 |
+
0.033469913863439366,
|
| 156 |
+
0.032947630236906764,
|
| 157 |
+
0.03264210735426557,
|
| 158 |
+
0.03149733007732488,
|
| 159 |
+
-0.03095300105388369,
|
| 160 |
+
-0.03073599298259777,
|
| 161 |
+
-0.03004488766315692,
|
| 162 |
+
0.029473990696018297,
|
| 163 |
+
0.02801034357665391,
|
| 164 |
+
0.027267438028730502,
|
| 165 |
+
-0.025609873237501222,
|
| 166 |
+
-0.02546846309984584,
|
| 167 |
+
0.024863164807718365,
|
| 168 |
+
0.024440622456017268,
|
| 169 |
+
-0.022772929118455444,
|
| 170 |
+
0.02240743493278209,
|
| 171 |
+
-0.021825511057827904,
|
| 172 |
+
0.021803819799013916,
|
| 173 |
+
0.021554844591094375,
|
| 174 |
+
0.021452864330784666,
|
| 175 |
+
0.021048458999201224,
|
| 176 |
+
0.020787784987725266,
|
| 177 |
+
0.020039761937075025,
|
| 178 |
+
-0.020011357459556674,
|
| 179 |
+
-0.01996385033561687,
|
| 180 |
+
-0.019282676178765588,
|
| 181 |
+
0.018057582719881473,
|
| 182 |
+
-0.017960006446092046,
|
| 183 |
+
0.01693523045415746,
|
| 184 |
+
0.016509110845222604,
|
| 185 |
+
0.015969435521910404,
|
| 186 |
+
0.0151679288209493,
|
| 187 |
+
0.015013959270637227,
|
| 188 |
+
0.014991489903269518,
|
| 189 |
+
0.01490670872474184,
|
| 190 |
+
-0.014749675851989927,
|
| 191 |
+
0.014626248730222894,
|
| 192 |
+
-0.01446995029921007,
|
| 193 |
+
0.014082863575078423,
|
| 194 |
+
-0.013731924727231512,
|
| 195 |
+
-0.01366058026540245,
|
| 196 |
+
0.012794772745599552,
|
| 197 |
+
-0.01262589118562738,
|
| 198 |
+
-0.012612772460774137,
|
| 199 |
+
0.012475579492787051,
|
| 200 |
+
-0.012347441419859575,
|
| 201 |
+
0.011975871777599881,
|
| 202 |
+
0.011819456875264542,
|
| 203 |
+
0.01162534200140754,
|
| 204 |
+
-0.011038558526264043,
|
| 205 |
+
-0.01098497311743725,
|
| 206 |
+
0.010915755804296315,
|
| 207 |
+
-0.010781873990949339,
|
| 208 |
+
-0.010609987403809449,
|
| 209 |
+
-0.010435566371127136,
|
| 210 |
+
0.010298527133429885,
|
| 211 |
+
0.009984502891766691,
|
| 212 |
+
0.00970693911103284,
|
| 213 |
+
-0.009593906337739594,
|
| 214 |
+
-0.009233181559073284,
|
| 215 |
+
-0.009104317533287302,
|
| 216 |
+
-0.008777472995126866,
|
| 217 |
+
0.008685411126235032,
|
| 218 |
+
0.008647387030041333,
|
| 219 |
+
0.008589507257689005,
|
| 220 |
+
-0.008483439105649734,
|
| 221 |
+
-0.008436584565508087,
|
| 222 |
+
-0.008369841191210852,
|
| 223 |
+
0.008167316368161762,
|
| 224 |
+
0.008005850401519146,
|
| 225 |
+
-0.007946429659624586,
|
| 226 |
+
0.007815784403003631,
|
| 227 |
+
0.007717770683762841,
|
| 228 |
+
0.00747890926122272,
|
| 229 |
+
-0.007129726575702796,
|
| 230 |
+
-0.007004419126044285,
|
| 231 |
+
-0.006816067025449962,
|
| 232 |
+
0.006758396309543984,
|
| 233 |
+
-0.006566769471945751,
|
| 234 |
+
0.006539575828039283,
|
| 235 |
+
-0.0065112744673273765,
|
| 236 |
+
-0.0061603220802911975,
|
| 237 |
+
0.0059857266343012056,
|
| 238 |
+
-0.005926908844649042,
|
| 239 |
+
0.005815352097897843,
|
| 240 |
+
-0.00579425520883223,
|
| 241 |
+
0.00565668020715644,
|
| 242 |
+
0.005182470751821468,
|
| 243 |
+
-0.004916886192376886,
|
| 244 |
+
-0.00484397100407524,
|
| 245 |
+
-0.00458429783058204,
|
| 246 |
+
0.004003657408402405,
|
| 247 |
+
0.0034389262929875376,
|
| 248 |
+
0.0032596271716657348,
|
| 249 |
+
-0.0028798128093795172,
|
| 250 |
+
0.00285039186206353,
|
| 251 |
+
-0.002697230442512801,
|
| 252 |
+
-0.0026766300722810836,
|
| 253 |
+
-0.0021811608016243786,
|
| 254 |
+
0.0017709098693105122,
|
| 255 |
+
-0.0017368583826901914,
|
| 256 |
+
-0.0017312703360288643,
|
| 257 |
+
-0.0011769166500197091,
|
| 258 |
+
0.00116616196755276,
|
| 259 |
+
0.0011192289292768888,
|
| 260 |
+
0.0011022144101248711,
|
| 261 |
+
0.0008203400688539166,
|
| 262 |
+
0.0006315231506559283,
|
| 263 |
+
0.0005907283012995577,
|
| 264 |
+
-0.0004946525416872662,
|
| 265 |
+
0.00015122111025165085,
|
| 266 |
+
1.9490377705786777e-05,
|
| 267 |
+
-1.743929017034409e-05
|
| 268 |
+
],
|
| 269 |
+
"Absolute Coefficient": [
|
| 270 |
+
0.0666540277367779,
|
| 271 |
+
0.06476313813172128,
|
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| 401 |
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|
| 402 |
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},
|
| 403 |
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"cv_performance": {
|
| 404 |
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"prediction": {
|
| 405 |
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"accuracy": 68.57142857142857,
|
| 406 |
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"precision": 66.24009324009323,
|
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"recall": 64.87012987012986,
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|
| 416 |
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}
|
| 417 |
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}
|
output/regress/Fibromyalgia/significant_genes_condition_Generalized_Anxiety_Disorder.json
ADDED
|
@@ -0,0 +1,414 @@
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|
| 1 |
+
{
|
| 2 |
+
"significant_genes": {
|
| 3 |
+
"Variable": [
|
| 4 |
+
"ANKRD20A11P",
|
| 5 |
+
"CCDC170",
|
| 6 |
+
"PARD3B",
|
| 7 |
+
"MFSD3",
|
| 8 |
+
"LTA4H",
|
| 9 |
+
"NDC1",
|
| 10 |
+
"FAM24A",
|
| 11 |
+
"ENC1",
|
| 12 |
+
"LCT",
|
| 13 |
+
"MIR9-1",
|
| 14 |
+
"NUDC",
|
| 15 |
+
"NEIL1",
|
| 16 |
+
"HLA-L",
|
| 17 |
+
"ITSN1",
|
| 18 |
+
"MYH1",
|
| 19 |
+
"PGM5P2",
|
| 20 |
+
"TTLL7",
|
| 21 |
+
"STXBP1",
|
| 22 |
+
"FAM167A-AS1",
|
| 23 |
+
"CYP27A1",
|
| 24 |
+
"KAT2B",
|
| 25 |
+
"IFNE",
|
| 26 |
+
"VWA5B2",
|
| 27 |
+
"HTN1",
|
| 28 |
+
"HLA-DQB1",
|
| 29 |
+
"TMEM255B",
|
| 30 |
+
"IL13",
|
| 31 |
+
"AKAP12",
|
| 32 |
+
"OR1N1",
|
| 33 |
+
"DCPS",
|
| 34 |
+
"ELAPOR1",
|
| 35 |
+
"CPA3",
|
| 36 |
+
"PIDD1",
|
| 37 |
+
"TXNDC11",
|
| 38 |
+
"BLVRA",
|
| 39 |
+
"MARCHF8",
|
| 40 |
+
"CPT1A",
|
| 41 |
+
"SCG3",
|
| 42 |
+
"IFT122",
|
| 43 |
+
"OR10A7",
|
| 44 |
+
"COL4A6",
|
| 45 |
+
"RGS17",
|
| 46 |
+
"NAPSB",
|
| 47 |
+
"GSDME",
|
| 48 |
+
"TBX6",
|
| 49 |
+
"ATOH8",
|
| 50 |
+
"APBB2",
|
| 51 |
+
"SPHK1",
|
| 52 |
+
"CCR9",
|
| 53 |
+
"CADPS",
|
| 54 |
+
"MMP12",
|
| 55 |
+
"PTGDS",
|
| 56 |
+
"CCDC146",
|
| 57 |
+
"CCNI",
|
| 58 |
+
"AFAP1L2",
|
| 59 |
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"MEDAG",
|
| 60 |
+
"IL3RA",
|
| 61 |
+
"TXNDC8",
|
| 62 |
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"JAKMIP3",
|
| 63 |
+
"DRICH1",
|
| 64 |
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"UQCC3",
|
| 65 |
+
"RDH5",
|
| 66 |
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"ECRG4",
|
| 67 |
+
"HLA-DPB2",
|
| 68 |
+
"LINC00272",
|
| 69 |
+
"HMGN2P46",
|
| 70 |
+
"SLC25A34",
|
| 71 |
+
"TNKS1BP1",
|
| 72 |
+
"TPO",
|
| 73 |
+
"HTR3B",
|
| 74 |
+
"ELL3",
|
| 75 |
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"POC1A",
|
| 76 |
+
"CFAP53",
|
| 77 |
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"CROCC",
|
| 78 |
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"LRIG3",
|
| 79 |
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"C1orf174",
|
| 80 |
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"NOVA1",
|
| 81 |
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"TGFB2",
|
| 82 |
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"C9orf40",
|
| 83 |
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"MROH8",
|
| 84 |
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"ADCK1",
|
| 85 |
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"KIAA1656",
|
| 86 |
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"NEFL",
|
| 87 |
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"ATP2B3",
|
| 88 |
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"SCARNA8",
|
| 89 |
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"C2orf81",
|
| 90 |
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"CYP26B1",
|
| 91 |
+
"MICOS10-NBL1",
|
| 92 |
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"NPAS3",
|
| 93 |
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"EHHADH",
|
| 94 |
+
"MDS2",
|
| 95 |
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"TPD52L3",
|
| 96 |
+
"HTN3",
|
| 97 |
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"C14orf93",
|
| 98 |
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"MRPL38",
|
| 99 |
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"RNF17",
|
| 100 |
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"LGI4",
|
| 101 |
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"COA1",
|
| 102 |
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"CDS1",
|
| 103 |
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"HPCAL4",
|
| 104 |
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"PTP4A3",
|
| 105 |
+
"DERL3",
|
| 106 |
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"MIR205",
|
| 107 |
+
"OSGIN1",
|
| 108 |
+
"CLLU1",
|
| 109 |
+
"SMAD9",
|
| 110 |
+
"MTNR1B",
|
| 111 |
+
"ZFP90",
|
| 112 |
+
"LRRC43",
|
| 113 |
+
"THOC3",
|
| 114 |
+
"RRH",
|
| 115 |
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"ZNF20",
|
| 116 |
+
"PALLD",
|
| 117 |
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"LRRC23",
|
| 118 |
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"PDGFRB",
|
| 119 |
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"FKBPL",
|
| 120 |
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"MCAM",
|
| 121 |
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"CEND1",
|
| 122 |
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"TRPM4",
|
| 123 |
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"IL10",
|
| 124 |
+
"PLA2G4C",
|
| 125 |
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"EBI3",
|
| 126 |
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"RAB11FIP3",
|
| 127 |
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"ZNF620",
|
| 128 |
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"MYLIP",
|
| 129 |
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"ANKRD53",
|
| 130 |
+
"LYG1",
|
| 131 |
+
"AP1M2",
|
| 132 |
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"ZNF625",
|
| 133 |
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"MIR205HG"
|
| 134 |
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],
|
| 135 |
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"Coefficient": [
|
| 136 |
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-0.06473417900643874,
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| 137 |
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0.05752277539774,
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| 138 |
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0.053506934864741326,
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0.049854690893264796,
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| 142 |
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0.04536772743054115,
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| 143 |
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0.04512841830780087,
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0.04447378206739677,
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0.042824432955184955,
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0.04241911725632263,
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0.04186459229894517,
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0.03287938198447799,
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0.030837781825122028,
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0.029338094432280193,
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0.02650289315336982,
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0.02508236683668606,
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0.010557504039950684,
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0.01038374319576963,
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0.0065063144414933445,
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0.006326161235060727,
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0.005924242557513892,
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0.0056496740164327505,
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0.005608207334470503,
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0.005551271755371836,
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0.005357908039830979,
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0.00442041026574876,
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0.004009277623980527,
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| 250 |
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0.0032719434644649177,
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0.0026550157478043537,
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0.0017995520433870327,
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| 263 |
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| 264 |
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|
| 265 |
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1.6575160649333323e-16
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| 266 |
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],
|
| 267 |
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"Absolute Coefficient": [
|
| 268 |
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0.06473417900643874,
|
| 269 |
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0.05752277539774,
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| 270 |
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0.056627196999815145,
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0.045185770330285216,
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0.042824432955184955,
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0.04241911725632263,
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0.04186459229894517,
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0.04145981059544218,
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0.039885285690800645,
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0.03498693361259624,
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0.029072730794282742,
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0.02776116565056148,
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0.027043394458987687,
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0.0268192240717671,
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0.02650289315336982,
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| 297 |
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0.025303166339187784,
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| 298 |
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0.02508236683668606,
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0.02426766318386289,
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0.024036978321829293,
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0.023146509606364135,
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0.022053125852142398,
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0.021242678087033767,
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0.019967763897742092,
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0.019489174357221726,
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0.01909883681274798,
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0.018979408642776318,
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0.018534524643587787,
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0.015657034590310065,
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0.015244308232974759,
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0.015079656505583567,
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0.01506630463077927,
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0.01501187063453022,
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0.014628886766253651,
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0.011014237560979622,
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0.010830228685291474,
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0.010557504039950684,
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0.01038374319576963,
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0.010209626327267834,
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0.00959446067989133,
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0.008973504593115671,
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0.008828167500350977,
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0.008751741698833155,
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0.0085190283853975,
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0.008236797381591757,
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0.005608207334470503,
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0.005551271755371836,
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0.005462389120401939,
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0.005409380745542894,
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0.0033350142572586886,
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0.00048242031365622367,
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0.00010456953394297162,
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1.6575160649333323e-16
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| 398 |
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]
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| 399 |
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},
|
| 400 |
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"cv_performance": {
|
| 401 |
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"prediction": {
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| 402 |
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"accuracy": 67.85714285714286,
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| 403 |
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"precision": 65.3503996003996,
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"recall": 64.7186147186147,
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"f1": 64.65022385022385
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},
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"selection": {
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"precision": 0.19607843137254902,
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"jaccard": 0.14285714285714285
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}
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| 413 |
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}
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| 414 |
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}
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