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- input/GEO/Thyroid_Cancer/GSE138198/GSE138198_family.soft.gz +3 -0
- output/regress/Acute_Myeloid_Leukemia/significant_genes_condition_Hypertension.json +0 -0
- output/regress/Acute_Myeloid_Leukemia/significant_genes_condition_None.json +42 -0
- output/regress/Acute_Myeloid_Leukemia/significant_genes_condition_Obesity.json +51 -0
- output/regress/Adrenocortical_Cancer/significant_genes_condition_Age.json +81 -0
- output/regress/Adrenocortical_Cancer/significant_genes_condition_Essential_Thrombocythemia.json +75 -0
- output/regress/Adrenocortical_Cancer/significant_genes_condition_Gender.json +1470 -0
- output/regress/Adrenocortical_Cancer/significant_genes_condition_Hypertension.json +0 -0
- output/regress/Adrenocortical_Cancer/significant_genes_condition_None.json +81 -0
- output/regress/Adrenocortical_Cancer/significant_genes_condition_Obesity.json +75 -0
- output/regress/Allergies/significant_genes_condition_Age.json +78 -0
- output/regress/Allergies/significant_genes_condition_Gender.json +75 -0
- output/regress/Allergies/significant_genes_condition_Hypertension.json +36 -0
- output/regress/Allergies/significant_genes_condition_None.json +39 -0
- output/regress/Allergies/significant_genes_condition_Obesity.json +39 -0
- output/regress/Alopecia/significant_genes_condition_Hypertension.json +339 -0
- output/regress/Alopecia/significant_genes_condition_None.json +858 -0
- output/regress/Alopecia/significant_genes_condition_Obesity.json +885 -0
- output/regress/Alzheimers_Disease/significant_genes_condition_Age.json +90 -0
- output/regress/Alzheimers_Disease/significant_genes_condition_Gender.json +93 -0
- output/regress/Alzheimers_Disease/significant_genes_condition_Hypertension.json +102 -0
- output/regress/Alzheimers_Disease/significant_genes_condition_Multiple_sclerosis.json +78 -0
- output/regress/Alzheimers_Disease/significant_genes_condition_None.json +90 -0
- output/regress/Alzheimers_Disease/significant_genes_condition_Obesity.json +84 -0
- output/regress/Alzheimers_Disease/significant_genes_condition_Parkinsons_Disease.json +0 -0
- output/regress/Amyotrophic_Lateral_Sclerosis/significant_genes_condition_Age.json +135 -0
- output/regress/Amyotrophic_Lateral_Sclerosis/significant_genes_condition_Fibromyalgia.json +222 -0
- output/regress/Amyotrophic_Lateral_Sclerosis/significant_genes_condition_Gender.json +132 -0
- output/regress/Type_1_Diabetes/significant_genes_condition_Breast_Cancer.json +1515 -0
- output/regress/Type_1_Diabetes/significant_genes_condition_COVID-19.json +0 -0
- output/regress/Type_1_Diabetes/significant_genes_condition_Celiac_Disease.json +1449 -0
- output/regress/Type_1_Diabetes/significant_genes_condition_Chronic_kidney_disease.json +0 -0
- output/regress/Type_1_Diabetes/significant_genes_condition_Chronic_obstructive_pulmonary_disease_(COPD).json +0 -0
- output/regress/Type_1_Diabetes/significant_genes_condition_Coronary_artery_disease.json +0 -0
- output/regress/Type_1_Diabetes/significant_genes_condition_Crohns_Disease.json +0 -0
- output/regress/Type_1_Diabetes/significant_genes_condition_Epilepsy.json +0 -0
- output/regress/Type_1_Diabetes/significant_genes_condition_Gender.json +1107 -0
- output/regress/Type_2_Diabetes/significant_genes_condition_Atrial_Fibrillation.json +78 -0
- output/regress/Type_2_Diabetes/significant_genes_condition_Bipolar_disorder.json +69 -0
- output/regress/Type_2_Diabetes/significant_genes_condition_COVID-19.json +87 -0
- output/regress/Type_2_Diabetes/significant_genes_condition_Cardiovascular_Disease.json +96 -0
- output/regress/Type_2_Diabetes/significant_genes_condition_Chronic_kidney_disease.json +87 -0
- output/regress/Type_2_Diabetes/significant_genes_condition_Chronic_obstructive_pulmonary_disease_(COPD).json +84 -0
- output/regress/Type_2_Diabetes/significant_genes_condition_Coronary_artery_disease.json +72 -0
- output/regress/Type_2_Diabetes/significant_genes_condition_Gender.json +78 -0
- output/regress/Type_2_Diabetes/significant_genes_condition_Height.json +90 -0
- output/regress/Type_2_Diabetes/significant_genes_condition_Hypertension.json +87 -0
- output/regress/Type_2_Diabetes/significant_genes_condition_Migraine.json +87 -0
- output/regress/Type_2_Diabetes/significant_genes_condition_None.json +90 -0
- output/regress/Type_2_Diabetes/significant_genes_condition_Obesity.json +87 -0
input/GEO/Thyroid_Cancer/GSE138198/GSE138198_family.soft.gz
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output/regress/Acute_Myeloid_Leukemia/significant_genes_condition_Hypertension.json
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output/regress/Acute_Myeloid_Leukemia/significant_genes_condition_None.json
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output/regress/Acute_Myeloid_Leukemia/significant_genes_condition_Obesity.json
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output/regress/Adrenocortical_Cancer/significant_genes_condition_Age.json
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output/regress/Adrenocortical_Cancer/significant_genes_condition_Essential_Thrombocythemia.json
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"recall": 80.0,
|
66 |
+
"f1": 80.0
|
67 |
+
},
|
68 |
+
"selection": {
|
69 |
+
"precision": 2.8431372549019605,
|
70 |
+
"recall": 0.42105263157894735,
|
71 |
+
"f1": 0.7309746328437916,
|
72 |
+
"jaccard": 0.36885942546319905
|
73 |
+
}
|
74 |
+
}
|
75 |
+
}
|
output/regress/Adrenocortical_Cancer/significant_genes_condition_Gender.json
ADDED
@@ -0,0 +1,1470 @@
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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 |
+
"AAMDC",
|
5 |
+
"AAK1",
|
6 |
+
"AACS",
|
7 |
+
"AAMP",
|
8 |
+
"ABCA1",
|
9 |
+
"ABHD17B",
|
10 |
+
"AADAC",
|
11 |
+
"ABCA7",
|
12 |
+
"AAAS",
|
13 |
+
"AATK",
|
14 |
+
"ACBD3",
|
15 |
+
"ABCC4",
|
16 |
+
"AASS",
|
17 |
+
"ACKR4",
|
18 |
+
"AATF",
|
19 |
+
"ABHD17A",
|
20 |
+
"ABCD1P2",
|
21 |
+
"ACP1",
|
22 |
+
"ABAT",
|
23 |
+
"BRF1",
|
24 |
+
"A1CF",
|
25 |
+
"A4GNT",
|
26 |
+
"ABCB8",
|
27 |
+
"BMP8B",
|
28 |
+
"ACTL8",
|
29 |
+
"CCNK",
|
30 |
+
"ABI1",
|
31 |
+
"ADAM15",
|
32 |
+
"ADAM3B",
|
33 |
+
"ABCC9",
|
34 |
+
"ABITRAM",
|
35 |
+
"ACTMAP",
|
36 |
+
"ADAP2",
|
37 |
+
"ADAM12",
|
38 |
+
"BAP1",
|
39 |
+
"ABCC10",
|
40 |
+
"CNTF",
|
41 |
+
"ACACA",
|
42 |
+
"ABHD3",
|
43 |
+
"ADAM21",
|
44 |
+
"GALR2",
|
45 |
+
"A2M",
|
46 |
+
"A4GALT",
|
47 |
+
"ACSL5",
|
48 |
+
"ANKRA2",
|
49 |
+
"CDR1",
|
50 |
+
"ACD",
|
51 |
+
"ABCC1",
|
52 |
+
"ADRA2B",
|
53 |
+
"ACHE",
|
54 |
+
"ACTA2",
|
55 |
+
"ADCYAP1",
|
56 |
+
"BTF3P11",
|
57 |
+
"ARHGAP28",
|
58 |
+
"LUZP2",
|
59 |
+
"AFF4",
|
60 |
+
"ACKR2",
|
61 |
+
"ACP6",
|
62 |
+
"EXTL1",
|
63 |
+
"ACAD8",
|
64 |
+
"ABCF1",
|
65 |
+
"ABCA4",
|
66 |
+
"ASCC3",
|
67 |
+
"MAGEA8",
|
68 |
+
"HRH3",
|
69 |
+
"CATSPER2",
|
70 |
+
"ACTN4",
|
71 |
+
"AGO3",
|
72 |
+
"AANAT",
|
73 |
+
"CDH9",
|
74 |
+
"ACSM1",
|
75 |
+
"AMBRA1",
|
76 |
+
"GRIK3",
|
77 |
+
"ALDOAP2",
|
78 |
+
"CCDC70",
|
79 |
+
"ADA2",
|
80 |
+
"AHSA2P",
|
81 |
+
"CDX4",
|
82 |
+
"APBA2",
|
83 |
+
"ATP4B",
|
84 |
+
"ADAM22",
|
85 |
+
"ABHD14A",
|
86 |
+
"ADIPOR1",
|
87 |
+
"APOL3",
|
88 |
+
"ELP6",
|
89 |
+
"ABCB1",
|
90 |
+
"ALG12",
|
91 |
+
"ACAT1",
|
92 |
+
"CHRNB2",
|
93 |
+
"ADGRE1",
|
94 |
+
"ACTR1B",
|
95 |
+
"GGT5",
|
96 |
+
"BTG4",
|
97 |
+
"ABCG5",
|
98 |
+
"CGB5",
|
99 |
+
"CERT1",
|
100 |
+
"CIZ1",
|
101 |
+
"CCNJ",
|
102 |
+
"ADAMTS13",
|
103 |
+
"CCDC181",
|
104 |
+
"ATF7",
|
105 |
+
"ACVRL1",
|
106 |
+
"HDAC3",
|
107 |
+
"AHSP",
|
108 |
+
"ABCD1",
|
109 |
+
"SCNN1G",
|
110 |
+
"ATG4B",
|
111 |
+
"GRIK5",
|
112 |
+
"DUX3",
|
113 |
+
"CALCR",
|
114 |
+
"ABCF2",
|
115 |
+
"C19orf73",
|
116 |
+
"COL19A1",
|
117 |
+
"SSTR5",
|
118 |
+
"ADTRP",
|
119 |
+
"ACTR1A",
|
120 |
+
"PPP2R3B",
|
121 |
+
"AKAP17A",
|
122 |
+
"ACIN1",
|
123 |
+
"MATK",
|
124 |
+
"ABCD4",
|
125 |
+
"ARIH2",
|
126 |
+
"PKD2L1",
|
127 |
+
"ALG9",
|
128 |
+
"CSN2",
|
129 |
+
"CALML5",
|
130 |
+
"C11orf98",
|
131 |
+
"ABCB4",
|
132 |
+
"ADAM17",
|
133 |
+
"BAIAP2L2",
|
134 |
+
"ABHD5",
|
135 |
+
"BRS3",
|
136 |
+
"CRISP1",
|
137 |
+
"AAGAB",
|
138 |
+
"HERC2P10",
|
139 |
+
"ALKBH4",
|
140 |
+
"ACTL6B",
|
141 |
+
"SLC9A7",
|
142 |
+
"AHCTF1",
|
143 |
+
"CHAC1",
|
144 |
+
"CCK",
|
145 |
+
"CDK5RAP1",
|
146 |
+
"LCMT1",
|
147 |
+
"ARHGAP17",
|
148 |
+
"CD68",
|
149 |
+
"CAPNS1",
|
150 |
+
"BMP6",
|
151 |
+
"ZNF780B",
|
152 |
+
"ADAM30",
|
153 |
+
"PPBP",
|
154 |
+
"FRG1",
|
155 |
+
"LTC4S",
|
156 |
+
"ERCC8",
|
157 |
+
"HYI",
|
158 |
+
"B3GALT5",
|
159 |
+
"ADGB",
|
160 |
+
"HAVCR1",
|
161 |
+
"BTNL2",
|
162 |
+
"DNAAF1",
|
163 |
+
"ANGPTL7",
|
164 |
+
"ATP5IF1",
|
165 |
+
"ACTG1P4",
|
166 |
+
"HES2",
|
167 |
+
"ACTN1",
|
168 |
+
"GP6",
|
169 |
+
"ADGRG3",
|
170 |
+
"PNLIPRP1",
|
171 |
+
"ABCC6P1",
|
172 |
+
"ERVH-4",
|
173 |
+
"FUT7",
|
174 |
+
"FGF23",
|
175 |
+
"RPLP1",
|
176 |
+
"CXCL6",
|
177 |
+
"MTERF1",
|
178 |
+
"CYP2A7P1",
|
179 |
+
"FBXO40",
|
180 |
+
"LENEP",
|
181 |
+
"EEF1A1",
|
182 |
+
"GHSR",
|
183 |
+
"BMP3",
|
184 |
+
"CLEC4E",
|
185 |
+
"C7orf25",
|
186 |
+
"MRPL41",
|
187 |
+
"ANKRD36",
|
188 |
+
"IFNA21",
|
189 |
+
"DNAJC8",
|
190 |
+
"ADAMTS1",
|
191 |
+
"GUCA2A",
|
192 |
+
"AGO1",
|
193 |
+
"CPVL",
|
194 |
+
"AAR2",
|
195 |
+
"APLP1",
|
196 |
+
"CDC37P1",
|
197 |
+
"DOK2",
|
198 |
+
"ALDH3B2",
|
199 |
+
"CAPN1",
|
200 |
+
"GNRHR",
|
201 |
+
"ADSS2",
|
202 |
+
"FBXO24",
|
203 |
+
"ABCA11P",
|
204 |
+
"ZNF134",
|
205 |
+
"HGSNAT",
|
206 |
+
"CACNG5",
|
207 |
+
"INSL5",
|
208 |
+
"CTNNB1",
|
209 |
+
"H2BC14",
|
210 |
+
"KRT84",
|
211 |
+
"ODAD2",
|
212 |
+
"LGALS13",
|
213 |
+
"GRP",
|
214 |
+
"ALPI",
|
215 |
+
"AVP",
|
216 |
+
"ADRB3",
|
217 |
+
"APOBR",
|
218 |
+
"TIGD6",
|
219 |
+
"CYP19A1",
|
220 |
+
"ATXN3L",
|
221 |
+
"BRINP3",
|
222 |
+
"CAMK2A",
|
223 |
+
"RNF170",
|
224 |
+
"BTBD2",
|
225 |
+
"CTPS2",
|
226 |
+
"CFAP68",
|
227 |
+
"KCNIP2",
|
228 |
+
"BZW2",
|
229 |
+
"ADAMTS9",
|
230 |
+
"DUX5",
|
231 |
+
"PPY2P",
|
232 |
+
"AGAP10P",
|
233 |
+
"FBXO22",
|
234 |
+
"ASB1",
|
235 |
+
"GSC2",
|
236 |
+
"ANKRD12",
|
237 |
+
"FNDC11",
|
238 |
+
"GCNT3",
|
239 |
+
"ACE2",
|
240 |
+
"GDAP1L1",
|
241 |
+
"ABCC6",
|
242 |
+
"MUC2",
|
243 |
+
"GVINP1",
|
244 |
+
"ACP2",
|
245 |
+
"KRT12",
|
246 |
+
"CASR",
|
247 |
+
"POMC",
|
248 |
+
"H3-4",
|
249 |
+
"CORT",
|
250 |
+
"CAPRIN2",
|
251 |
+
"AOAH",
|
252 |
+
"LHX5",
|
253 |
+
"CAMK2N1",
|
254 |
+
"CLPTM1",
|
255 |
+
"TAF15",
|
256 |
+
"ADCY8",
|
257 |
+
"AKAP4",
|
258 |
+
"FOXD4",
|
259 |
+
"CCDC88A",
|
260 |
+
"KRT35",
|
261 |
+
"ABCG4",
|
262 |
+
"ADORA1",
|
263 |
+
"FKBPL",
|
264 |
+
"MSI1",
|
265 |
+
"LHFPL2",
|
266 |
+
"FOXE3",
|
267 |
+
"AKIP1",
|
268 |
+
"GLRA3",
|
269 |
+
"BLVRB",
|
270 |
+
"FXYD7",
|
271 |
+
"AKAP12",
|
272 |
+
"ATXN2",
|
273 |
+
"LGSN",
|
274 |
+
"RNF11P2",
|
275 |
+
"ARPIN-AP3S2",
|
276 |
+
"GJB4",
|
277 |
+
"ADGRF1",
|
278 |
+
"TANC2",
|
279 |
+
"ACSL4",
|
280 |
+
"ELOCP28",
|
281 |
+
"HAPLN1",
|
282 |
+
"HECW1",
|
283 |
+
"ADAM18",
|
284 |
+
"ZNF613",
|
285 |
+
"KCNQ1OT1",
|
286 |
+
"ACBD4",
|
287 |
+
"AGFG1",
|
288 |
+
"BRIX1",
|
289 |
+
"CCDC106",
|
290 |
+
"SSTR4",
|
291 |
+
"ABCA2",
|
292 |
+
"BPNT2",
|
293 |
+
"BAAT",
|
294 |
+
"AGBL2",
|
295 |
+
"TNNT2",
|
296 |
+
"GSN-AS1",
|
297 |
+
"EIF2S1",
|
298 |
+
"BACE1",
|
299 |
+
"CUBN",
|
300 |
+
"IGHV5-78",
|
301 |
+
"ABCA8",
|
302 |
+
"CHRM2",
|
303 |
+
"CDH22",
|
304 |
+
"ARHGAP24",
|
305 |
+
"DUSP12",
|
306 |
+
"SBNO1",
|
307 |
+
"ACTL6A",
|
308 |
+
"BBLN",
|
309 |
+
"GOLGA2P5",
|
310 |
+
"ACVR2B",
|
311 |
+
"ALPK1",
|
312 |
+
"NR2E1",
|
313 |
+
"HK3",
|
314 |
+
"ARCN1",
|
315 |
+
"CCL23",
|
316 |
+
"AOC4P",
|
317 |
+
"APBB1",
|
318 |
+
"HEATR6",
|
319 |
+
"SLC50A1",
|
320 |
+
"BNIP1",
|
321 |
+
"ACTL7B",
|
322 |
+
"ADAMTS12",
|
323 |
+
"FANCF",
|
324 |
+
"AP3S2",
|
325 |
+
"ERVH-6",
|
326 |
+
"CCDC33",
|
327 |
+
"ASNS",
|
328 |
+
"HMGB1P17",
|
329 |
+
"GCNT2",
|
330 |
+
"PRKCE",
|
331 |
+
"CST5",
|
332 |
+
"ATP10A",
|
333 |
+
"DCAF16",
|
334 |
+
"BECN1",
|
335 |
+
"ACKR3",
|
336 |
+
"FGF21",
|
337 |
+
"ABCA12",
|
338 |
+
"RBBP4P4",
|
339 |
+
"PLEKHA4",
|
340 |
+
"ARID4B",
|
341 |
+
"ACOX3",
|
342 |
+
"CCDC81",
|
343 |
+
"NEUROG1",
|
344 |
+
"BST1",
|
345 |
+
"FCN1",
|
346 |
+
"ANGPTL4",
|
347 |
+
"ASB13",
|
348 |
+
"AQP7",
|
349 |
+
"AFF1",
|
350 |
+
"ARSD",
|
351 |
+
"MFSD6",
|
352 |
+
"ATP6V0E2",
|
353 |
+
"AARS1",
|
354 |
+
"RAG2",
|
355 |
+
"PLPPR3",
|
356 |
+
"HBA1",
|
357 |
+
"HDC",
|
358 |
+
"DOCK1",
|
359 |
+
"EMSY",
|
360 |
+
"COQ8B",
|
361 |
+
"AGAP5",
|
362 |
+
"H2AC4",
|
363 |
+
"CBARP",
|
364 |
+
"CHD5",
|
365 |
+
"HEMK1",
|
366 |
+
"ADAM19",
|
367 |
+
"ANXA13",
|
368 |
+
"GZMM",
|
369 |
+
"RPS6KA4",
|
370 |
+
"ANXA5",
|
371 |
+
"CACNB4",
|
372 |
+
"BMX",
|
373 |
+
"DEFB4A",
|
374 |
+
"TSHB",
|
375 |
+
"IPW",
|
376 |
+
"ENC1",
|
377 |
+
"CKLF",
|
378 |
+
"TRAV16",
|
379 |
+
"BRF2",
|
380 |
+
"HAPLN2",
|
381 |
+
"CACNB3",
|
382 |
+
"CORO7",
|
383 |
+
"ACTN3",
|
384 |
+
"GABRD",
|
385 |
+
"AMPH",
|
386 |
+
"FAM182A",
|
387 |
+
"MEPE",
|
388 |
+
"CTF1",
|
389 |
+
"CMA1",
|
390 |
+
"AGA",
|
391 |
+
"ATP5PD",
|
392 |
+
"ACE",
|
393 |
+
"MIR6824",
|
394 |
+
"NUDT2",
|
395 |
+
"AGAP9",
|
396 |
+
"IDI2-AS1",
|
397 |
+
"CRYBA2",
|
398 |
+
"ANO2",
|
399 |
+
"IL5",
|
400 |
+
"CFAP46",
|
401 |
+
"RN7SKP150",
|
402 |
+
"DUOX2",
|
403 |
+
"ATP5PB",
|
404 |
+
"ADAM7",
|
405 |
+
"AP3S1",
|
406 |
+
"BRD2",
|
407 |
+
"ADRA1B",
|
408 |
+
"ARHGAP33",
|
409 |
+
"ASTE1",
|
410 |
+
"GOLPH3",
|
411 |
+
"FSCN3",
|
412 |
+
"FGF20",
|
413 |
+
"ARHGEF12",
|
414 |
+
"CASS4",
|
415 |
+
"CEMIP2",
|
416 |
+
"ARL17A",
|
417 |
+
"INTS11",
|
418 |
+
"LHX3",
|
419 |
+
"KIF17",
|
420 |
+
"CAPN11",
|
421 |
+
"CD1A",
|
422 |
+
"FUT4",
|
423 |
+
"BCL3",
|
424 |
+
"GALNT3",
|
425 |
+
"MBTPS2",
|
426 |
+
"KLF3",
|
427 |
+
"BCAS1",
|
428 |
+
"ERBB3",
|
429 |
+
"ADAMTS8",
|
430 |
+
"DHRS11",
|
431 |
+
"HMGXB3",
|
432 |
+
"ADAM2",
|
433 |
+
"GDPD2",
|
434 |
+
"CEP57",
|
435 |
+
"AGAP11",
|
436 |
+
"BRPF1",
|
437 |
+
"CENPN",
|
438 |
+
"EVI2B",
|
439 |
+
"AHI1",
|
440 |
+
"SHC1P1",
|
441 |
+
"DPPA4",
|
442 |
+
"GPR22",
|
443 |
+
"RAPGEF6",
|
444 |
+
"MIR6727",
|
445 |
+
"BCKDHA",
|
446 |
+
"AFF2",
|
447 |
+
"BCCIP",
|
448 |
+
"AGGF1",
|
449 |
+
"ARMC7",
|
450 |
+
"CCDC9",
|
451 |
+
"APBB3",
|
452 |
+
"PSD3",
|
453 |
+
"CXCL5",
|
454 |
+
"IPO8",
|
455 |
+
"BSDC1",
|
456 |
+
"FAM89B",
|
457 |
+
"ARB2A",
|
458 |
+
"KPNA5",
|
459 |
+
"BCL6",
|
460 |
+
"ING1",
|
461 |
+
"ARID1A",
|
462 |
+
"MSH3",
|
463 |
+
"ATXN7",
|
464 |
+
"CLN6",
|
465 |
+
"CDC16",
|
466 |
+
"OR6A2",
|
467 |
+
"CTNNBIP1",
|
468 |
+
"CENPM",
|
469 |
+
"KCNH1",
|
470 |
+
"BNIP3",
|
471 |
+
"BTD",
|
472 |
+
"ZFR2",
|
473 |
+
"AGAP6",
|
474 |
+
"TESK2",
|
475 |
+
"ATP2B2",
|
476 |
+
"CREB5",
|
477 |
+
"EFNB2",
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478 |
+
"MIR6875",
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479 |
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"SLC14A2",
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480 |
+
"ABCC6P2",
|
481 |
+
"HBA2",
|
482 |
+
"DEFB4B",
|
483 |
+
"AGAP12P",
|
484 |
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"ARL17B",
|
485 |
+
"AGAP4"
|
486 |
+
],
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487 |
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"Coefficient": [
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488 |
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489 |
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500 |
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516 |
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517 |
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518 |
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533 |
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566 |
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569 |
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570 |
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619 |
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621 |
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622 |
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623 |
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625 |
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629 |
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631 |
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633 |
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634 |
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635 |
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|
1459 |
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|
1460 |
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|
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|
1462 |
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1468 |
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|
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|
1470 |
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|
output/regress/Adrenocortical_Cancer/significant_genes_condition_Hypertension.json
ADDED
The diff for this file is too large to render.
See raw diff
|
|
output/regress/Adrenocortical_Cancer/significant_genes_condition_None.json
ADDED
@@ -0,0 +1,81 @@
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|
|
|
|
|
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|
|
|
|
|
1 |
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|
2 |
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3 |
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|
4 |
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5 |
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6 |
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7 |
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15 |
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16 |
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17 |
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18 |
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20 |
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21 |
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80 |
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81 |
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|
output/regress/Adrenocortical_Cancer/significant_genes_condition_Obesity.json
ADDED
@@ -0,0 +1,75 @@
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|
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|
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|
|
|
|
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|
|
|
|
|
|
|
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|
1 |
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|
2 |
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|
3 |
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|
4 |
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5 |
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6 |
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7 |
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17 |
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20 |
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|
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|
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|
74 |
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|
75 |
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|
output/regress/Allergies/significant_genes_condition_Age.json
ADDED
@@ -0,0 +1,78 @@
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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 |
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{
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|
3 |
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|
4 |
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|
5 |
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6 |
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|
7 |
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76 |
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77 |
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|
78 |
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|
output/regress/Allergies/significant_genes_condition_Gender.json
ADDED
@@ -0,0 +1,75 @@
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|
|
|
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|
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|
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|
|
|
|
|
|
|
|
|
|
|
|
1 |
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{
|
2 |
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|
3 |
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|
4 |
+
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|
5 |
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|
6 |
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|
7 |
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|
8 |
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|
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|
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|
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|
16 |
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|
17 |
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|
18 |
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|
19 |
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|
20 |
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|
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|
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60 |
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},
|
61 |
+
"cv_performance": {
|
62 |
+
"prediction": {
|
63 |
+
"accuracy": 66.66666666666667,
|
64 |
+
"precision": 73.0,
|
65 |
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"recall": 84.33333333333333,
|
66 |
+
"f1": 76.95959595959596
|
67 |
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},
|
68 |
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"selection": {
|
69 |
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"precision": 0.0,
|
70 |
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"recall": 0.0,
|
71 |
+
"f1": 0.0,
|
72 |
+
"jaccard": 0.0
|
73 |
+
}
|
74 |
+
}
|
75 |
+
}
|
output/regress/Allergies/significant_genes_condition_Hypertension.json
ADDED
@@ -0,0 +1,36 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"significant_genes": {
|
3 |
+
"Variable": [
|
4 |
+
"POU2F2",
|
5 |
+
"HLA-B",
|
6 |
+
"IL32",
|
7 |
+
"PSMC2"
|
8 |
+
],
|
9 |
+
"Coefficient": [
|
10 |
+
-0.010258267255345763,
|
11 |
+
-0.0048147913129693,
|
12 |
+
-0.0002894926884378945,
|
13 |
+
-0.000196237018631599
|
14 |
+
],
|
15 |
+
"Absolute Coefficient": [
|
16 |
+
0.010258267255345763,
|
17 |
+
0.0048147913129693,
|
18 |
+
0.0002894926884378945,
|
19 |
+
0.000196237018631599
|
20 |
+
]
|
21 |
+
},
|
22 |
+
"cv_performance": {
|
23 |
+
"prediction": {
|
24 |
+
"accuracy": 59.28571428571429,
|
25 |
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"precision": 61.05128205128206,
|
26 |
+
"recall": 60.6225147401618,
|
27 |
+
"f1": 60.29743589743589
|
28 |
+
},
|
29 |
+
"selection": {
|
30 |
+
"precision": 0.0,
|
31 |
+
"recall": 0.0,
|
32 |
+
"f1": 0.0,
|
33 |
+
"jaccard": 0.0
|
34 |
+
}
|
35 |
+
}
|
36 |
+
}
|
output/regress/Allergies/significant_genes_condition_None.json
ADDED
@@ -0,0 +1,39 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"significant_genes": {
|
3 |
+
"Variable": [
|
4 |
+
"POU2F2",
|
5 |
+
"HLA-B",
|
6 |
+
"DEFB1",
|
7 |
+
"IL32",
|
8 |
+
"PSMC2"
|
9 |
+
],
|
10 |
+
"Coefficient": [
|
11 |
+
-0.010188390549608873,
|
12 |
+
-0.004726695619623077,
|
13 |
+
0.0014417120986709164,
|
14 |
+
-0.0006521259333265183,
|
15 |
+
-5.5724813402861956e-05
|
16 |
+
],
|
17 |
+
"Absolute Coefficient": [
|
18 |
+
0.010188390549608873,
|
19 |
+
0.004726695619623077,
|
20 |
+
0.0014417120986709164,
|
21 |
+
0.0006521259333265183,
|
22 |
+
5.5724813402861956e-05
|
23 |
+
]
|
24 |
+
},
|
25 |
+
"cv_performance": {
|
26 |
+
"prediction": {
|
27 |
+
"accuracy": 59.28571428571429,
|
28 |
+
"precision": 61.05128205128206,
|
29 |
+
"recall": 60.6225147401618,
|
30 |
+
"f1": 60.29743589743589
|
31 |
+
},
|
32 |
+
"selection": {
|
33 |
+
"precision": 0.0,
|
34 |
+
"recall": 0.0,
|
35 |
+
"f1": 0.0,
|
36 |
+
"jaccard": 0.0
|
37 |
+
}
|
38 |
+
}
|
39 |
+
}
|
output/regress/Allergies/significant_genes_condition_Obesity.json
ADDED
@@ -0,0 +1,39 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"significant_genes": {
|
3 |
+
"Variable": [
|
4 |
+
"HLA-B",
|
5 |
+
"POU2F2",
|
6 |
+
"DEFB1",
|
7 |
+
"BST1",
|
8 |
+
"PSMC2"
|
9 |
+
],
|
10 |
+
"Coefficient": [
|
11 |
+
-0.007844624939398389,
|
12 |
+
-0.007637646665601268,
|
13 |
+
0.0011005654811292308,
|
14 |
+
-0.0009094264076041496,
|
15 |
+
-0.0008201755968177446
|
16 |
+
],
|
17 |
+
"Absolute Coefficient": [
|
18 |
+
0.007844624939398389,
|
19 |
+
0.007637646665601268,
|
20 |
+
0.0011005654811292308,
|
21 |
+
0.0009094264076041496,
|
22 |
+
0.0008201755968177446
|
23 |
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]
|
24 |
+
},
|
25 |
+
"cv_performance": {
|
26 |
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"prediction": {
|
27 |
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"accuracy": 58.57142857142857,
|
28 |
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"precision": 59.89743589743589,
|
29 |
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"recall": 60.6225147401618,
|
30 |
+
"f1": 59.743589743589745
|
31 |
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},
|
32 |
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"selection": {
|
33 |
+
"precision": 0.0,
|
34 |
+
"recall": 0.0,
|
35 |
+
"f1": 0.0,
|
36 |
+
"jaccard": 0.0
|
37 |
+
}
|
38 |
+
}
|
39 |
+
}
|
output/regress/Alopecia/significant_genes_condition_Hypertension.json
ADDED
@@ -0,0 +1,339 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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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 |
+
"PFN1",
|
5 |
+
"CMTR1",
|
6 |
+
"CSTB",
|
7 |
+
"RBBP8",
|
8 |
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"WNT8B",
|
9 |
+
"LMBRD2",
|
10 |
+
"PPM1G",
|
11 |
+
"EHBP1L1",
|
12 |
+
"EHMT2",
|
13 |
+
"TRIM29",
|
14 |
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"ATF6B",
|
15 |
+
"WDR45",
|
16 |
+
"WDR70",
|
17 |
+
"SHOX2",
|
18 |
+
"FABP4",
|
19 |
+
"ZNF746",
|
20 |
+
"S100P",
|
21 |
+
"CST8",
|
22 |
+
"SLC19A1",
|
23 |
+
"SLC16A7",
|
24 |
+
"FBXO44",
|
25 |
+
"BIK",
|
26 |
+
"CERKL",
|
27 |
+
"ZFYVE16",
|
28 |
+
"PER3",
|
29 |
+
"DNASE2B",
|
30 |
+
"H3C1",
|
31 |
+
"QSER1",
|
32 |
+
"TSPAN18",
|
33 |
+
"DDX42",
|
34 |
+
"RASSF8",
|
35 |
+
"SNORD2",
|
36 |
+
"ZNF280C",
|
37 |
+
"TRABD",
|
38 |
+
"ZNF169",
|
39 |
+
"GEMIN7",
|
40 |
+
"TOP3B",
|
41 |
+
"MSANTD3",
|
42 |
+
"MRPL57",
|
43 |
+
"ARL2BP",
|
44 |
+
"HSPA1L",
|
45 |
+
"PPP2R2C",
|
46 |
+
"ZNF581",
|
47 |
+
"ITPA",
|
48 |
+
"ERCC4",
|
49 |
+
"GFOD2",
|
50 |
+
"IL23R",
|
51 |
+
"CABYR",
|
52 |
+
"RAB24",
|
53 |
+
"C9orf163",
|
54 |
+
"ANKS3",
|
55 |
+
"NDUFV1-DT",
|
56 |
+
"FOXL1",
|
57 |
+
"GLIS3",
|
58 |
+
"GORASP2",
|
59 |
+
"GRB7",
|
60 |
+
"SPTA1",
|
61 |
+
"UGT2B15",
|
62 |
+
"ESRRAP2",
|
63 |
+
"CYP1A2",
|
64 |
+
"PAQR5",
|
65 |
+
"TMEM240",
|
66 |
+
"RAD54L2",
|
67 |
+
"CACNG1",
|
68 |
+
"UNC45B",
|
69 |
+
"CTXN1",
|
70 |
+
"NLRP9",
|
71 |
+
"SNRNP27",
|
72 |
+
"GK5",
|
73 |
+
"MTRNR2L1",
|
74 |
+
"SLC25A27",
|
75 |
+
"ZNF440",
|
76 |
+
"CALM2",
|
77 |
+
"DNAH14",
|
78 |
+
"NOA1",
|
79 |
+
"VN1R2",
|
80 |
+
"MYOCD",
|
81 |
+
"SYT15",
|
82 |
+
"RGPD5",
|
83 |
+
"RAB43",
|
84 |
+
"H2BC15",
|
85 |
+
"BOP1",
|
86 |
+
"ZKSCAN3",
|
87 |
+
"HTR3B",
|
88 |
+
"THADA",
|
89 |
+
"PLN",
|
90 |
+
"ZNF878",
|
91 |
+
"OR2L2",
|
92 |
+
"TMEM215",
|
93 |
+
"PPP1R16B",
|
94 |
+
"ZXDC",
|
95 |
+
"ABHD16B",
|
96 |
+
"ABTB1",
|
97 |
+
"FAM83H",
|
98 |
+
"PTPRJ",
|
99 |
+
"LAMB2P1",
|
100 |
+
"ALDH1A1",
|
101 |
+
"SLC25A37",
|
102 |
+
"DHX58",
|
103 |
+
"SPATA31E1",
|
104 |
+
"GPR27",
|
105 |
+
"RAB14",
|
106 |
+
"ATP6V1G1",
|
107 |
+
"LNP1",
|
108 |
+
"SUMF2"
|
109 |
+
],
|
110 |
+
"Coefficient": [
|
111 |
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|
112 |
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113 |
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114 |
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115 |
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116 |
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117 |
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118 |
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120 |
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121 |
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122 |
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|
123 |
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|
124 |
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|
125 |
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|
126 |
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|
127 |
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128 |
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129 |
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|
131 |
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132 |
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133 |
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|
134 |
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|
135 |
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137 |
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138 |
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139 |
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140 |
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141 |
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142 |
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143 |
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|
145 |
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146 |
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|
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|
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|
150 |
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|
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|
output/regress/Alopecia/significant_genes_condition_None.json
ADDED
@@ -0,0 +1,858 @@
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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 |
+
"A4GALT",
|
5 |
+
"AAAS",
|
6 |
+
"AAGAB",
|
7 |
+
"AARS2",
|
8 |
+
"AACS",
|
9 |
+
"ANKDD1A",
|
10 |
+
"AADAT",
|
11 |
+
"ARHGEF18",
|
12 |
+
"AAMDC",
|
13 |
+
"AADACL4",
|
14 |
+
"AIP",
|
15 |
+
"ASAP3",
|
16 |
+
"ARHGAP24",
|
17 |
+
"AASDH",
|
18 |
+
"ABCA1",
|
19 |
+
"ABHD4",
|
20 |
+
"CA3",
|
21 |
+
"ABHD17C",
|
22 |
+
"TC2N",
|
23 |
+
"KRTAP20-3",
|
24 |
+
"CCM2L",
|
25 |
+
"ATP8B4",
|
26 |
+
"MIR670",
|
27 |
+
"KCNH3",
|
28 |
+
"ACSS2",
|
29 |
+
"BICDL1",
|
30 |
+
"GPATCH2",
|
31 |
+
"ARRDC1",
|
32 |
+
"CBY1",
|
33 |
+
"GPR160",
|
34 |
+
"CCDC158",
|
35 |
+
"HCRTR1",
|
36 |
+
"MOB3C",
|
37 |
+
"TEX35",
|
38 |
+
"MIR30E",
|
39 |
+
"PPY",
|
40 |
+
"HEPACAM2",
|
41 |
+
"ARID3B",
|
42 |
+
"SAMD3",
|
43 |
+
"ACAA1",
|
44 |
+
"TMEM145",
|
45 |
+
"CD3G",
|
46 |
+
"FASN",
|
47 |
+
"INHBA",
|
48 |
+
"OR6V1",
|
49 |
+
"HMGCS1",
|
50 |
+
"PCDHGB3",
|
51 |
+
"SNORD119",
|
52 |
+
"ADGRF1",
|
53 |
+
"ANKUB1",
|
54 |
+
"LPAL2",
|
55 |
+
"CHPF2",
|
56 |
+
"ANKH",
|
57 |
+
"MIR1323",
|
58 |
+
"MIR920",
|
59 |
+
"EXOC4",
|
60 |
+
"CCT3",
|
61 |
+
"KANK4",
|
62 |
+
"NPAS4",
|
63 |
+
"WFDC13",
|
64 |
+
"AADAC",
|
65 |
+
"DHX58",
|
66 |
+
"PCDHGA1",
|
67 |
+
"SCAND2P",
|
68 |
+
"SEC1P",
|
69 |
+
"KCNE1",
|
70 |
+
"B4GALT5",
|
71 |
+
"ABTB2",
|
72 |
+
"ACIN1",
|
73 |
+
"CYP26A1",
|
74 |
+
"ACAD8",
|
75 |
+
"KIAA0319",
|
76 |
+
"SRD5A2",
|
77 |
+
"DSG1",
|
78 |
+
"MIR125A",
|
79 |
+
"CCNA1",
|
80 |
+
"SUGT1P1",
|
81 |
+
"UGT2B10",
|
82 |
+
"GOLT1A",
|
83 |
+
"KCNH2",
|
84 |
+
"KLRC2",
|
85 |
+
"ANKS1B",
|
86 |
+
"EVX1",
|
87 |
+
"ATP5MC1",
|
88 |
+
"LINGO2",
|
89 |
+
"FOXR1",
|
90 |
+
"LRRC55",
|
91 |
+
"RGS17",
|
92 |
+
"FMO2",
|
93 |
+
"AFDN",
|
94 |
+
"INPP5B",
|
95 |
+
"UGT2B15",
|
96 |
+
"CFAP61",
|
97 |
+
"HERC5",
|
98 |
+
"OLIG1",
|
99 |
+
"PWAR1",
|
100 |
+
"MYCNOS",
|
101 |
+
"OR51B2",
|
102 |
+
"CEBPB",
|
103 |
+
"PTENP1",
|
104 |
+
"ZNF846",
|
105 |
+
"ABCD4",
|
106 |
+
"GRM6",
|
107 |
+
"NYX",
|
108 |
+
"MIR92A2",
|
109 |
+
"FABP5P2",
|
110 |
+
"SELENOV",
|
111 |
+
"OR10A3",
|
112 |
+
"TMEM92",
|
113 |
+
"C17orf78",
|
114 |
+
"ADGRE4P",
|
115 |
+
"EPPIN",
|
116 |
+
"PRNT",
|
117 |
+
"MIR651",
|
118 |
+
"GPR82",
|
119 |
+
"LRRC61",
|
120 |
+
"ALDH1A1",
|
121 |
+
"MUC15",
|
122 |
+
"OR1S2",
|
123 |
+
"MS4A13",
|
124 |
+
"INTS7",
|
125 |
+
"OR10R2",
|
126 |
+
"CEMIP",
|
127 |
+
"ANKRD13D",
|
128 |
+
"PNPLA3",
|
129 |
+
"CCNE2",
|
130 |
+
"FAHD1",
|
131 |
+
"KRT10-AS1",
|
132 |
+
"CRABP1",
|
133 |
+
"CARS2",
|
134 |
+
"B3GALT4",
|
135 |
+
"CITED4",
|
136 |
+
"AHSA1",
|
137 |
+
"OR9G1",
|
138 |
+
"PMS2CL",
|
139 |
+
"H2BC18",
|
140 |
+
"AIFM2",
|
141 |
+
"ALDH1L2",
|
142 |
+
"FDFT1",
|
143 |
+
"KCNC1",
|
144 |
+
"MIR193B",
|
145 |
+
"CIAO2B",
|
146 |
+
"CMC2",
|
147 |
+
"ZSCAN5B",
|
148 |
+
"UNC13D",
|
149 |
+
"SASH3",
|
150 |
+
"KDM7A",
|
151 |
+
"GRIN2D",
|
152 |
+
"HPCAL4",
|
153 |
+
"PPP1R36",
|
154 |
+
"FOXN1",
|
155 |
+
"H2AB1",
|
156 |
+
"DPYS",
|
157 |
+
"DACT2",
|
158 |
+
"MIR1471",
|
159 |
+
"MIR362",
|
160 |
+
"EFCAB14",
|
161 |
+
"TMEM185A",
|
162 |
+
"RNU2-1",
|
163 |
+
"ENAM",
|
164 |
+
"COL25A1",
|
165 |
+
"MYO1A",
|
166 |
+
"KIR2DS3",
|
167 |
+
"FGFR4",
|
168 |
+
"CDC73",
|
169 |
+
"SLC6A4",
|
170 |
+
"LRP2",
|
171 |
+
"CELA2A",
|
172 |
+
"C10orf120",
|
173 |
+
"ALMS1P1",
|
174 |
+
"MUC2",
|
175 |
+
"PLA2G4F",
|
176 |
+
"PCDHA5",
|
177 |
+
"GAGE12C",
|
178 |
+
"SLC19A1",
|
179 |
+
"FOXL1",
|
180 |
+
"SCN11A",
|
181 |
+
"C3orf49",
|
182 |
+
"SCARNA3",
|
183 |
+
"IL1R2",
|
184 |
+
"FOXA2",
|
185 |
+
"CLSTN3",
|
186 |
+
"ABCA7",
|
187 |
+
"OR2Z1",
|
188 |
+
"ATG2A",
|
189 |
+
"PHF8",
|
190 |
+
"KCNAB2",
|
191 |
+
"AAMP",
|
192 |
+
"LUZP6",
|
193 |
+
"KRTAP10-12",
|
194 |
+
"VSIG4",
|
195 |
+
"SLC25A53",
|
196 |
+
"H1-5",
|
197 |
+
"SNX20",
|
198 |
+
"HMOX2",
|
199 |
+
"RGS6",
|
200 |
+
"SCN7A",
|
201 |
+
"FST",
|
202 |
+
"SULT2B1",
|
203 |
+
"CCNYL2",
|
204 |
+
"PDHA2",
|
205 |
+
"PSMD11",
|
206 |
+
"NEXMIF",
|
207 |
+
"HLA-DQA1",
|
208 |
+
"MESP2",
|
209 |
+
"FUT1",
|
210 |
+
"ARRDC2",
|
211 |
+
"WASHC1",
|
212 |
+
"SLC35G5",
|
213 |
+
"GZMK",
|
214 |
+
"TM4SF20",
|
215 |
+
"CRMP1",
|
216 |
+
"EPHA1",
|
217 |
+
"SIGLEC17P",
|
218 |
+
"KLHL25",
|
219 |
+
"ARID3C",
|
220 |
+
"ITIH4",
|
221 |
+
"MIR544A",
|
222 |
+
"BLK",
|
223 |
+
"GZMH",
|
224 |
+
"H2AC14",
|
225 |
+
"C16orf89",
|
226 |
+
"SMIM10L2B",
|
227 |
+
"EFCAB3",
|
228 |
+
"ABCA9",
|
229 |
+
"ELP4",
|
230 |
+
"ASCC2",
|
231 |
+
"FAM90A17",
|
232 |
+
"PARP6",
|
233 |
+
"PCA3",
|
234 |
+
"GPR19",
|
235 |
+
"GSS",
|
236 |
+
"SLCO1A2",
|
237 |
+
"DEFB107B",
|
238 |
+
"UBTFL2",
|
239 |
+
"RELT",
|
240 |
+
"DNASE1",
|
241 |
+
"SVIP",
|
242 |
+
"CDKAL1",
|
243 |
+
"SNORA13",
|
244 |
+
"MIR1272",
|
245 |
+
"BOLA2",
|
246 |
+
"PPP5C",
|
247 |
+
"HMGCR",
|
248 |
+
"CDCA7",
|
249 |
+
"ASB11",
|
250 |
+
"RXFP2",
|
251 |
+
"BHLHE22",
|
252 |
+
"CDRT15",
|
253 |
+
"FMNL3",
|
254 |
+
"GAL3ST1",
|
255 |
+
"ACADVL",
|
256 |
+
"OR51L1",
|
257 |
+
"ARHGEF10L",
|
258 |
+
"PPP1R18",
|
259 |
+
"KIAA0586",
|
260 |
+
"ZNF572",
|
261 |
+
"PRKG2",
|
262 |
+
"RTP1",
|
263 |
+
"BMP4",
|
264 |
+
"CAMK2N1",
|
265 |
+
"ASF1A",
|
266 |
+
"PRL",
|
267 |
+
"MIR887",
|
268 |
+
"WASL",
|
269 |
+
"GSC2",
|
270 |
+
"SPAG11A",
|
271 |
+
"SLC8A2",
|
272 |
+
"CNN2",
|
273 |
+
"ATP1B1",
|
274 |
+
"PRAP1",
|
275 |
+
"SPATA31J1",
|
276 |
+
"EPHA4",
|
277 |
+
"RHOV",
|
278 |
+
"AAR2",
|
279 |
+
"MIR520H",
|
280 |
+
"MIR1179",
|
281 |
+
"TMEM266"
|
282 |
+
],
|
283 |
+
"Coefficient": [
|
284 |
+
-0.20642009146287196,
|
285 |
+
0.1109927755556594,
|
286 |
+
0.0649929521828152,
|
287 |
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0.039482531029995244,
|
288 |
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|
289 |
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0.027737673911933183,
|
290 |
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0.026537426804825216,
|
291 |
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0.02115693791613904,
|
292 |
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|
293 |
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0.01852894081799353,
|
294 |
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0.015843833978046534,
|
295 |
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0.014949540482595032,
|
296 |
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0.014056345954031825,
|
297 |
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|
298 |
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|
299 |
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|
300 |
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0.010481981669719354,
|
301 |
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0.010391639422313935,
|
302 |
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|
303 |
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0.009844111253304283,
|
304 |
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0.009235191486656994,
|
305 |
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0.009036984034199794,
|
306 |
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|
307 |
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0.008940041247695306,
|
308 |
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0.008756409051891307,
|
309 |
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|
310 |
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|
311 |
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0.00817677315216547,
|
312 |
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|
313 |
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|
314 |
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|
315 |
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|
316 |
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0.006840126658850525,
|
317 |
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|
318 |
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0.006648618478410197,
|
319 |
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|
320 |
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0.006518014055700401,
|
321 |
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0.0061917431500445545,
|
322 |
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0.006173369192070849,
|
323 |
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0.006055991524924609,
|
324 |
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|
325 |
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|
326 |
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0.0059094161405297,
|
327 |
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|
328 |
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0.005709011454379858,
|
329 |
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0.005564339697720502,
|
330 |
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|
331 |
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|
332 |
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|
333 |
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|
334 |
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0.0050931786910786885,
|
335 |
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0.004981180876071405,
|
336 |
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0.004957409214302803,
|
337 |
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|
338 |
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|
339 |
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0.004732405673792836,
|
340 |
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|
341 |
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|
342 |
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|
343 |
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|
344 |
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0.004311969396551531,
|
345 |
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0.004273166899522035,
|
346 |
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|
347 |
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0.00394211588517924,
|
348 |
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0.0038159512798530528,
|
349 |
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|
350 |
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0.0037782639934586066,
|
351 |
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0.0036532104538328923,
|
352 |
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|
353 |
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0.0036381636522103173,
|
354 |
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|
355 |
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0.0035480589087095045,
|
356 |
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0.003521980029184588,
|
357 |
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|
358 |
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|
359 |
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-0.0033508318991830525,
|
360 |
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0.003321125754358026,
|
361 |
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0.0032860171627532822,
|
362 |
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|
363 |
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0.003146190778948775,
|
364 |
+
0.0031195429789230753,
|
365 |
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0.0029478213823090635,
|
366 |
+
-0.002908069065449671,
|
367 |
+
-0.0028999425542874887,
|
368 |
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0.0028808548611607906,
|
369 |
+
0.002859229053962293,
|
370 |
+
0.002809781853923983,
|
371 |
+
0.002792392957817183,
|
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|
output/regress/Alopecia/significant_genes_condition_Obesity.json
ADDED
@@ -0,0 +1,885 @@
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|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"significant_genes": {
|
3 |
+
"Variable": [
|
4 |
+
"A4GALT",
|
5 |
+
"AAAS",
|
6 |
+
"AAGAB",
|
7 |
+
"AARS2",
|
8 |
+
"ASAP3",
|
9 |
+
"ARHGEF18",
|
10 |
+
"AAMDC",
|
11 |
+
"AADAT",
|
12 |
+
"ANKDD1A",
|
13 |
+
"AACS",
|
14 |
+
"AADACL4",
|
15 |
+
"HEPACAM2",
|
16 |
+
"TEX35",
|
17 |
+
"CSN2",
|
18 |
+
"ABHD4",
|
19 |
+
"CCDC158",
|
20 |
+
"FASN",
|
21 |
+
"NPAS4",
|
22 |
+
"CCNA1",
|
23 |
+
"AIP",
|
24 |
+
"ARRDC1",
|
25 |
+
"GZMH",
|
26 |
+
"AIFM2",
|
27 |
+
"BICDL1",
|
28 |
+
"CYP2C8",
|
29 |
+
"FAHD1",
|
30 |
+
"ANKH",
|
31 |
+
"ABCA1",
|
32 |
+
"ABHD17B",
|
33 |
+
"CA3",
|
34 |
+
"ADM",
|
35 |
+
"SUGT1P1",
|
36 |
+
"HCRTR1",
|
37 |
+
"CACNB3",
|
38 |
+
"CD93",
|
39 |
+
"RDH12",
|
40 |
+
"ARMCX5",
|
41 |
+
"CHPF2",
|
42 |
+
"ANKUB1",
|
43 |
+
"MIR30E",
|
44 |
+
"ACSS2",
|
45 |
+
"C1QL3",
|
46 |
+
"SCAND2P",
|
47 |
+
"SNORD119",
|
48 |
+
"MIR320B1",
|
49 |
+
"EXOC4",
|
50 |
+
"GPR160",
|
51 |
+
"WFDC13",
|
52 |
+
"TMEM145",
|
53 |
+
"KRTAP20-1",
|
54 |
+
"SNTG2",
|
55 |
+
"GPATCH2",
|
56 |
+
"DSG1",
|
57 |
+
"AGXT2",
|
58 |
+
"MIR1323",
|
59 |
+
"ADGRE4P",
|
60 |
+
"PLA2G5",
|
61 |
+
"OR51B2",
|
62 |
+
"OR51A2",
|
63 |
+
"ANG",
|
64 |
+
"PMS2CL",
|
65 |
+
"CCM2L",
|
66 |
+
"GJB4",
|
67 |
+
"ACAD11",
|
68 |
+
"AASDH",
|
69 |
+
"PCDHGB3",
|
70 |
+
"ADAMTS1",
|
71 |
+
"DPYS",
|
72 |
+
"DNASE1L3",
|
73 |
+
"TC2N",
|
74 |
+
"EMX2",
|
75 |
+
"CEP250",
|
76 |
+
"ABHD17C",
|
77 |
+
"CA9",
|
78 |
+
"PCDHA5",
|
79 |
+
"GPR82",
|
80 |
+
"C1QL1",
|
81 |
+
"MS4A13",
|
82 |
+
"NUP93",
|
83 |
+
"OR2Z1",
|
84 |
+
"ELF4",
|
85 |
+
"C1GALT1",
|
86 |
+
"CRLF2",
|
87 |
+
"KRTAP20-3",
|
88 |
+
"NEXMIF",
|
89 |
+
"OR7C2",
|
90 |
+
"MIR920",
|
91 |
+
"MIR943",
|
92 |
+
"CD3G",
|
93 |
+
"PRX",
|
94 |
+
"SRD5A2",
|
95 |
+
"RXFP2",
|
96 |
+
"EIF3IP1",
|
97 |
+
"ACADVL",
|
98 |
+
"PDGFB",
|
99 |
+
"COMMD4",
|
100 |
+
"QRFP",
|
101 |
+
"EVX1",
|
102 |
+
"ABCC1",
|
103 |
+
"FADS1",
|
104 |
+
"HMOX2",
|
105 |
+
"ADISSP",
|
106 |
+
"B4GALT5",
|
107 |
+
"FABP5P2",
|
108 |
+
"C10orf120",
|
109 |
+
"SLC17A5",
|
110 |
+
"DLG5",
|
111 |
+
"SNX29P1",
|
112 |
+
"KCNH3",
|
113 |
+
"MIR448",
|
114 |
+
"AADAC",
|
115 |
+
"LPAL2",
|
116 |
+
"IFFO2",
|
117 |
+
"WWC2",
|
118 |
+
"LENEP",
|
119 |
+
"ABCA9",
|
120 |
+
"C1QTNF1",
|
121 |
+
"INPP5B",
|
122 |
+
"AKR1E2",
|
123 |
+
"DTD2",
|
124 |
+
"ABTB2",
|
125 |
+
"ATP6V1G3",
|
126 |
+
"ARSF",
|
127 |
+
"KRTAP10-12",
|
128 |
+
"POLR3G",
|
129 |
+
"MIR548I4",
|
130 |
+
"HYDIN",
|
131 |
+
"IFNA21",
|
132 |
+
"ABCB4",
|
133 |
+
"RC3H1",
|
134 |
+
"UCA1",
|
135 |
+
"KALRN",
|
136 |
+
"MIR627",
|
137 |
+
"RGS17",
|
138 |
+
"MID1IP1",
|
139 |
+
"ADGRA1",
|
140 |
+
"LMAN1L",
|
141 |
+
"PCA3",
|
142 |
+
"OLFM3",
|
143 |
+
"HYMAI",
|
144 |
+
"MUC2",
|
145 |
+
"CIART",
|
146 |
+
"FMR1NB",
|
147 |
+
"LCP1",
|
148 |
+
"GPR141",
|
149 |
+
"OR9G1",
|
150 |
+
"ATP8B4",
|
151 |
+
"SIGLEC5",
|
152 |
+
"ADD3",
|
153 |
+
"XKRY",
|
154 |
+
"CHRM5",
|
155 |
+
"OR4C15",
|
156 |
+
"MIR1272",
|
157 |
+
"ASXL3",
|
158 |
+
"CEBPB",
|
159 |
+
"ANGPT1",
|
160 |
+
"E2F6",
|
161 |
+
"HMGCS1",
|
162 |
+
"OR4N2",
|
163 |
+
"OR6X1",
|
164 |
+
"EIPR1",
|
165 |
+
"AAR2",
|
166 |
+
"ARHGAP24",
|
167 |
+
"C1orf74",
|
168 |
+
"GAD2",
|
169 |
+
"MIR1269A",
|
170 |
+
"GTPBP10",
|
171 |
+
"KCNC1",
|
172 |
+
"PRKG2",
|
173 |
+
"SAMD3",
|
174 |
+
"NTS",
|
175 |
+
"HAO1",
|
176 |
+
"MS4A6A",
|
177 |
+
"ANKFY1",
|
178 |
+
"FOXR2",
|
179 |
+
"EFCAB14",
|
180 |
+
"KIR2DS4",
|
181 |
+
"CDKN1C",
|
182 |
+
"FUT1",
|
183 |
+
"BOLA2",
|
184 |
+
"CD19",
|
185 |
+
"KRTAP21-3",
|
186 |
+
"MIR302B",
|
187 |
+
"CLEC4M",
|
188 |
+
"EFCAB3",
|
189 |
+
"ARRDC2",
|
190 |
+
"PRR29",
|
191 |
+
"ORC3",
|
192 |
+
"PNMT",
|
193 |
+
"FOXR1",
|
194 |
+
"MIR30C1",
|
195 |
+
"AGAP4",
|
196 |
+
"ZNF771",
|
197 |
+
"MESP2",
|
198 |
+
"RRN3P2",
|
199 |
+
"CDCA7",
|
200 |
+
"CSAG3",
|
201 |
+
"C10orf67",
|
202 |
+
"ZNF805",
|
203 |
+
"LCE1C",
|
204 |
+
"CIC",
|
205 |
+
"TMEM121",
|
206 |
+
"SELENOV",
|
207 |
+
"FOXA2",
|
208 |
+
"PCDHB8",
|
209 |
+
"ERP27",
|
210 |
+
"H1-10-AS1",
|
211 |
+
"MSMO1",
|
212 |
+
"MIR890",
|
213 |
+
"MIR423",
|
214 |
+
"CDRT15",
|
215 |
+
"ABCC5",
|
216 |
+
"SEZ6L",
|
217 |
+
"MAP4K1",
|
218 |
+
"BHLHE22",
|
219 |
+
"MUC13",
|
220 |
+
"H2AC14",
|
221 |
+
"SEC14L5",
|
222 |
+
"TCTE1",
|
223 |
+
"TRIM65",
|
224 |
+
"ACAA2",
|
225 |
+
"ACAA1",
|
226 |
+
"GRIK1",
|
227 |
+
"MIR519B",
|
228 |
+
"C17orf78",
|
229 |
+
"APOL5",
|
230 |
+
"DMAC1",
|
231 |
+
"ABCA3",
|
232 |
+
"MIR1913",
|
233 |
+
"POM121L4P",
|
234 |
+
"ALDOC",
|
235 |
+
"ZC3H13",
|
236 |
+
"MIR126",
|
237 |
+
"ITGB1BP2",
|
238 |
+
"LRRC55",
|
239 |
+
"NYX",
|
240 |
+
"IFNL3",
|
241 |
+
"NAT16",
|
242 |
+
"IRF2BP2",
|
243 |
+
"GCG",
|
244 |
+
"SNHG20",
|
245 |
+
"STX17",
|
246 |
+
"ZNF530",
|
247 |
+
"MIR362",
|
248 |
+
"LINC02914",
|
249 |
+
"KRTAP4-5",
|
250 |
+
"EGR3",
|
251 |
+
"OR51Q1",
|
252 |
+
"NPM1",
|
253 |
+
"ELP4",
|
254 |
+
"CLRN1",
|
255 |
+
"ARID3C",
|
256 |
+
"SPAG11A",
|
257 |
+
"PPP1R36",
|
258 |
+
"ERVMER61-1",
|
259 |
+
"PIK3CD-AS1",
|
260 |
+
"MRM1",
|
261 |
+
"ARPC3",
|
262 |
+
"ACCS",
|
263 |
+
"GOLT1A",
|
264 |
+
"RGPD4",
|
265 |
+
"SCN11A",
|
266 |
+
"FAM169BP",
|
267 |
+
"ABHD16A",
|
268 |
+
"C19orf12",
|
269 |
+
"OR1Q1",
|
270 |
+
"ACAD8",
|
271 |
+
"CBY1",
|
272 |
+
"GSDMC",
|
273 |
+
"CPNE5",
|
274 |
+
"MIR92A2",
|
275 |
+
"KPNA5",
|
276 |
+
"TLE6",
|
277 |
+
"ZFP57",
|
278 |
+
"POM121L1P",
|
279 |
+
"FAM43A",
|
280 |
+
"GABRG2",
|
281 |
+
"ABHD12",
|
282 |
+
"CLC",
|
283 |
+
"MIR134",
|
284 |
+
"KCNG3",
|
285 |
+
"ARL6IP5",
|
286 |
+
"ALG1L1P",
|
287 |
+
"PRDM11",
|
288 |
+
"TRIM64",
|
289 |
+
"SNORD49A",
|
290 |
+
"KC6"
|
291 |
+
],
|
292 |
+
"Coefficient": [
|
293 |
+
-0.21899160376025462,
|
294 |
+
0.10426317008006168,
|
295 |
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0.05787102806534924,
|
296 |
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0.038676628474602334,
|
297 |
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0.03273519974781943,
|
298 |
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0.029587940460562505,
|
299 |
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|
300 |
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0.02658002759731742,
|
301 |
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0.025810604765143994,
|
302 |
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|
303 |
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0.01838128012726256,
|
304 |
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0.017120240018745816,
|
305 |
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|
306 |
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0.014118015079667595,
|
307 |
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|
308 |
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|
309 |
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0.012530009093021488,
|
310 |
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|
311 |
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|
312 |
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0.009914638028723492,
|
313 |
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0.009744246450604373,
|
314 |
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0.009448404471016044,
|
315 |
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0.009380410888662292,
|
316 |
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|
317 |
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0.008942170561114524,
|
318 |
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|
319 |
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0.008690819011231947,
|
320 |
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|
321 |
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0.008238149787707504,
|
322 |
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0.007914814571852122,
|
323 |
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0.007893940476014508,
|
324 |
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0.007695421329589541,
|
325 |
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|
326 |
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0.007202450561854626,
|
327 |
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|
328 |
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0.006936079388841341,
|
329 |
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|
330 |
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0.006817008301493352,
|
331 |
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|
332 |
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0.006563260838488063,
|
333 |
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0.006451069459379457,
|
334 |
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0.006128837797557014,
|
335 |
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0.006071990099184684,
|
336 |
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|
337 |
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|
338 |
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0.005553126982438813,
|
339 |
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|
340 |
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|
341 |
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|
342 |
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0.005053450608153409,
|
343 |
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0.005026163303576692,
|
344 |
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|
345 |
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|
346 |
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0.0048528862242137516,
|
347 |
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|
348 |
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|
349 |
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0.004747883577625064,
|
350 |
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|
351 |
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0.004723124055077097,
|
352 |
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0.0044906834216637635,
|
353 |
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|
354 |
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0.0041617319841128495,
|
355 |
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|
356 |
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|
357 |
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|
358 |
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|
359 |
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|
360 |
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|
361 |
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0.003740418667870372,
|
362 |
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|
363 |
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0.0036436274722444865,
|
364 |
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|
365 |
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0.003440475207126532,
|
366 |
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0.0034318865188897596,
|
367 |
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|
368 |
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|
369 |
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0.003337551871275454,
|
370 |
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-0.003300509035846945,
|
371 |
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|
372 |
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-0.003268566851151808,
|
373 |
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0.0032297716921169143,
|
374 |
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-0.0032279932896242883,
|
375 |
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0.0029322501719756837,
|
376 |
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0.0029164109985182923,
|
377 |
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0.002855727105897097,
|
378 |
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0.002768826770939655,
|
379 |
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-0.0027675421631754714,
|
380 |
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-0.002755912598170531,
|
381 |
+
-0.00271049014134685,
|
382 |
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0.0027094010839839627,
|
383 |
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0.002660236917174485,
|
384 |
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-0.002656879713861182,
|
385 |
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-0.0026394104601589097,
|
386 |
+
-0.00255792967479432,
|
387 |
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0.0025403490100817843,
|
388 |
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-0.0025398337967073754,
|
389 |
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-0.002512958898967641,
|
390 |
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|
391 |
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-0.002449178458960281,
|
392 |
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0.0024435024532065024,
|
393 |
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-0.0023517760952362276,
|
394 |
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-0.002351729724322667,
|
395 |
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0.0023354666190098846,
|
396 |
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-0.002290744446559028,
|
397 |
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0.0022843357838008694,
|
398 |
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0.0022668805343614676,
|
399 |
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0.002239301305659379,
|
400 |
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-0.0022326351198985023,
|
401 |
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0.002218723880508899,
|
402 |
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-0.002211707835082572,
|
403 |
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0.002200585378873872,
|
404 |
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0.002168239494671849,
|
405 |
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0.0021611114310524887,
|
406 |
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-0.0021474996037640116,
|
407 |
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0.002110123199587533,
|
408 |
+
-0.0020954464393718023,
|
409 |
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0.002087795317704928,
|
410 |
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-0.0020665285777981476,
|
411 |
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-0.002059407846306205,
|
412 |
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-0.002014227911538607,
|
413 |
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0.0020057363997370964,
|
414 |
+
-0.0019914635137262917,
|
415 |
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0.0019908306025405126,
|
416 |
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|
output/regress/Alzheimers_Disease/significant_genes_condition_Age.json
ADDED
@@ -0,0 +1,90 @@
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{
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|
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|
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|
output/regress/Alzheimers_Disease/significant_genes_condition_Gender.json
ADDED
@@ -0,0 +1,93 @@
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|
1 |
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|
2 |
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|
3 |
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|
4 |
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|
5 |
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|
6 |
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|
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|
92 |
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}
|
93 |
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}
|
output/regress/Alzheimers_Disease/significant_genes_condition_Hypertension.json
ADDED
@@ -0,0 +1,102 @@
|
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|
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{
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|
3 |
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|
4 |
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102 |
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}
|
output/regress/Alzheimers_Disease/significant_genes_condition_Multiple_sclerosis.json
ADDED
@@ -0,0 +1,78 @@
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|
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|
|
|
|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
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{
|
2 |
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"significant_genes": {
|
3 |
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|
4 |
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"KATNIP",
|
5 |
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"UBE2W",
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6 |
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"MZF1",
|
7 |
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"FAM229B",
|
8 |
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|
9 |
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|
10 |
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|
11 |
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|
12 |
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|
13 |
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"GRTP1",
|
14 |
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"PSD2",
|
15 |
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|
16 |
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|
17 |
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|
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|
19 |
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|
20 |
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"NEDD8",
|
21 |
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"GJD4"
|
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|
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|
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|
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45 |
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64 |
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77 |
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|
78 |
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|
output/regress/Alzheimers_Disease/significant_genes_condition_None.json
ADDED
@@ -0,0 +1,90 @@
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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 |
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{
|
2 |
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"significant_genes": {
|
3 |
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"Variable": [
|
4 |
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|
5 |
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|
6 |
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"GABBR1",
|
7 |
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|
8 |
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|
9 |
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|
10 |
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|
11 |
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|
12 |
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|
13 |
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|
14 |
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|
15 |
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"IGFBP5",
|
16 |
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"UCN2",
|
17 |
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"PSTPIP1",
|
18 |
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"VGF",
|
19 |
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|
20 |
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|
21 |
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|
22 |
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"TBCA",
|
23 |
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"BRD10",
|
24 |
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"FLT3LG",
|
25 |
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|
26 |
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],
|
27 |
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|
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|
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|
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53 |
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54 |
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75 |
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|
76 |
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77 |
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78 |
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}
|
89 |
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}
|
90 |
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}
|
output/regress/Alzheimers_Disease/significant_genes_condition_Obesity.json
ADDED
@@ -0,0 +1,84 @@
|
|
|
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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 |
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"significant_genes": {
|
3 |
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"Variable": [
|
4 |
+
"KATNIP",
|
5 |
+
"CMTM4",
|
6 |
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"GABBR1",
|
7 |
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|
8 |
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|
9 |
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|
10 |
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|
11 |
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|
12 |
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|
13 |
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|
14 |
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|
15 |
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|
16 |
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|
17 |
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|
18 |
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|
19 |
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|
20 |
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|
21 |
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|
22 |
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|
23 |
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|
24 |
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],
|
25 |
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|
45 |
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|
46 |
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],
|
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|
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"prediction": {
|
72 |
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"accuracy": 86.15384615384616,
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"f1": 85.58899405882718
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|
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|
output/regress/Alzheimers_Disease/significant_genes_condition_Parkinsons_Disease.json
ADDED
The diff for this file is too large to render.
See raw diff
|
|
output/regress/Amyotrophic_Lateral_Sclerosis/significant_genes_condition_Age.json
ADDED
@@ -0,0 +1,135 @@
|
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|
|
|
1 |
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{
|
2 |
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|
3 |
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|
4 |
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|
5 |
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|
6 |
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|
7 |
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|
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|
14 |
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|
16 |
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|
17 |
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|
18 |
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|
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|
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|
21 |
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|
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|
23 |
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|
24 |
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|
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|
26 |
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|
27 |
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|
28 |
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|
29 |
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|
30 |
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|
31 |
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|
32 |
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|
33 |
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|
34 |
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|
35 |
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|
36 |
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|
37 |
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|
38 |
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|
39 |
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|
40 |
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|
41 |
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],
|
42 |
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|
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|
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],
|
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"Absolute Coefficient": [
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82 |
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0.1436502679410373,
|
83 |
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|
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0.03282263219156539,
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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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|
134 |
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}
|
135 |
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}
|
output/regress/Amyotrophic_Lateral_Sclerosis/significant_genes_condition_Fibromyalgia.json
ADDED
@@ -0,0 +1,222 @@
|
|
|
|
|
|
|
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|
|
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|
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|
|
1 |
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{
|
2 |
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|
3 |
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|
4 |
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|
5 |
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|
7 |
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|
30 |
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|
31 |
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32 |
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33 |
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34 |
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35 |
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36 |
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37 |
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|
38 |
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39 |
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40 |
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41 |
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42 |
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43 |
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44 |
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45 |
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|
46 |
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47 |
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48 |
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|
49 |
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|
50 |
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|
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53 |
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54 |
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55 |
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57 |
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58 |
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|
59 |
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62 |
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63 |
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64 |
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65 |
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66 |
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|
68 |
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|
69 |
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|
70 |
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140 |
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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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|
output/regress/Amyotrophic_Lateral_Sclerosis/significant_genes_condition_Gender.json
ADDED
@@ -0,0 +1,132 @@
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|
1 |
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{
|
2 |
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"significant_genes": {
|
3 |
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"Variable": [
|
4 |
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|
5 |
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|
6 |
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7 |
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17 |
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|
25 |
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26 |
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|
27 |
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|
28 |
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29 |
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|
30 |
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|
31 |
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|
32 |
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|
33 |
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|
34 |
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|
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|
36 |
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|
37 |
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|
38 |
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|
39 |
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|
40 |
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|
41 |
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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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|
output/regress/Type_1_Diabetes/significant_genes_condition_Breast_Cancer.json
ADDED
@@ -0,0 +1,1515 @@
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|
1 |
+
{
|
2 |
+
"significant_genes": {
|
3 |
+
"Variable": [
|
4 |
+
"A2M-AS1",
|
5 |
+
"AATK",
|
6 |
+
"AADAT",
|
7 |
+
"AA06",
|
8 |
+
"ABCB11",
|
9 |
+
"ABCD1",
|
10 |
+
"ABCA13",
|
11 |
+
"AATF",
|
12 |
+
"ABCC2",
|
13 |
+
"ABCB8",
|
14 |
+
"ABCG8",
|
15 |
+
"ABI2",
|
16 |
+
"ABHD12",
|
17 |
+
"A2MP1",
|
18 |
+
"ABCC5",
|
19 |
+
"ABHD14A",
|
20 |
+
"ABCA4",
|
21 |
+
"A1BG-AS1",
|
22 |
+
"ABCF3",
|
23 |
+
"ABLIM3",
|
24 |
+
"A2ML1",
|
25 |
+
"ABCC9",
|
26 |
+
"AAR2",
|
27 |
+
"ABCA8",
|
28 |
+
"ABCB4",
|
29 |
+
"ABHD10",
|
30 |
+
"AACSP1",
|
31 |
+
"ACADL",
|
32 |
+
"ABCB10",
|
33 |
+
"ABCF1",
|
34 |
+
"ABCB6",
|
35 |
+
"ABCB5",
|
36 |
+
"ABL2",
|
37 |
+
"ABCC6P1",
|
38 |
+
"ACYP1",
|
39 |
+
"ACAA1",
|
40 |
+
"ABCD2",
|
41 |
+
"ACOT7",
|
42 |
+
"ABCA1",
|
43 |
+
"ABTB3",
|
44 |
+
"ACKR4",
|
45 |
+
"ABCA2",
|
46 |
+
"ABCA6",
|
47 |
+
"AADACP1",
|
48 |
+
"ABRACL",
|
49 |
+
"ACTR5",
|
50 |
+
"AFG2B",
|
51 |
+
"AASDHPPT",
|
52 |
+
"ABHD1",
|
53 |
+
"AARSD1",
|
54 |
+
"ACTR8",
|
55 |
+
"ACER1",
|
56 |
+
"AACS",
|
57 |
+
"ACBD3",
|
58 |
+
"ABTB2",
|
59 |
+
"ACE",
|
60 |
+
"ABHD16B",
|
61 |
+
"ACAD8",
|
62 |
+
"A1BG",
|
63 |
+
"ACTR1A",
|
64 |
+
"AADACL2",
|
65 |
+
"ADAM3A",
|
66 |
+
"AANAT",
|
67 |
+
"AAMDC",
|
68 |
+
"ABLIM2",
|
69 |
+
"ADAMTS16",
|
70 |
+
"ACVR2B-AS1",
|
71 |
+
"A4GALT",
|
72 |
+
"ADAM19",
|
73 |
+
"ADAMTS14",
|
74 |
+
"AFDN",
|
75 |
+
"ACY3",
|
76 |
+
"ACOXL",
|
77 |
+
"ACKR1",
|
78 |
+
"AASS",
|
79 |
+
"ACSL1",
|
80 |
+
"ACSS2",
|
81 |
+
"ACVR1B",
|
82 |
+
"ALDH4A1",
|
83 |
+
"ACAD9",
|
84 |
+
"ABL1",
|
85 |
+
"ABHD11",
|
86 |
+
"ABCB1",
|
87 |
+
"A2M",
|
88 |
+
"ABCA5",
|
89 |
+
"ABCG5",
|
90 |
+
"ADISSP",
|
91 |
+
"ABRAXAS2",
|
92 |
+
"ACSM2B",
|
93 |
+
"ACACB",
|
94 |
+
"ACTA2-AS1",
|
95 |
+
"ADGB",
|
96 |
+
"ABCC8",
|
97 |
+
"ADGRL3",
|
98 |
+
"ACADSB",
|
99 |
+
"ALDH3A1",
|
100 |
+
"ADAM12",
|
101 |
+
"ADAT2",
|
102 |
+
"ADA",
|
103 |
+
"ACAN",
|
104 |
+
"ABCC6P2",
|
105 |
+
"ABHD14B",
|
106 |
+
"ACVR2A",
|
107 |
+
"ACBD4",
|
108 |
+
"ACTRT2",
|
109 |
+
"ABCC1",
|
110 |
+
"AFF4",
|
111 |
+
"ABCB7",
|
112 |
+
"ADGRG1",
|
113 |
+
"ACTA2",
|
114 |
+
"AKR1C6P",
|
115 |
+
"ACSS3",
|
116 |
+
"ACSM2A",
|
117 |
+
"ACY1",
|
118 |
+
"ACAT1",
|
119 |
+
"ACKR3",
|
120 |
+
"ABHD4",
|
121 |
+
"ABI3",
|
122 |
+
"ANXA8",
|
123 |
+
"ACO1",
|
124 |
+
"ADORA2A",
|
125 |
+
"ACP3",
|
126 |
+
"ABTB1",
|
127 |
+
"ADRB3",
|
128 |
+
"ADAM3B",
|
129 |
+
"ACYP2",
|
130 |
+
"ADAMTSL3",
|
131 |
+
"ACOD1",
|
132 |
+
"ACTB",
|
133 |
+
"ACSM1",
|
134 |
+
"ANKRD23",
|
135 |
+
"ABCA12",
|
136 |
+
"ABCD1P2",
|
137 |
+
"ADGRB1",
|
138 |
+
"ADGRG7",
|
139 |
+
"ADAM10",
|
140 |
+
"AGRN",
|
141 |
+
"AGA",
|
142 |
+
"ABCA7",
|
143 |
+
"AKAP9",
|
144 |
+
"ACCS",
|
145 |
+
"ADCY2",
|
146 |
+
"ADGRL2",
|
147 |
+
"ADRA2C",
|
148 |
+
"AARS2",
|
149 |
+
"ADAMTS1",
|
150 |
+
"AGPAT5",
|
151 |
+
"ADGRE2",
|
152 |
+
"ADGRA2",
|
153 |
+
"ARHGEF33",
|
154 |
+
"ACOX2",
|
155 |
+
"ACSL6",
|
156 |
+
"ADH7",
|
157 |
+
"ADGRE1",
|
158 |
+
"AKAIN1",
|
159 |
+
"ASB9",
|
160 |
+
"ABCE1",
|
161 |
+
"GSTT1",
|
162 |
+
"ADPRHL1",
|
163 |
+
"ASIC5",
|
164 |
+
"AJAP1",
|
165 |
+
"ADAD2",
|
166 |
+
"AGPAT2",
|
167 |
+
"BLM",
|
168 |
+
"ACMSD",
|
169 |
+
"AMELX",
|
170 |
+
"AGBL1",
|
171 |
+
"APOBEC2",
|
172 |
+
"ACSL3",
|
173 |
+
"ACVR1C",
|
174 |
+
"ADRB1",
|
175 |
+
"AGAP11",
|
176 |
+
"ACTR1B",
|
177 |
+
"ADAM6",
|
178 |
+
"ADD3",
|
179 |
+
"ACOT9",
|
180 |
+
"ABCC6",
|
181 |
+
"ABHD12B",
|
182 |
+
"ATP1B1",
|
183 |
+
"ADAMTS9",
|
184 |
+
"AFG3L2",
|
185 |
+
"C19orf73",
|
186 |
+
"ABCA9",
|
187 |
+
"ADGRG3",
|
188 |
+
"ACSBG2",
|
189 |
+
"ABCC10",
|
190 |
+
"AGFG1",
|
191 |
+
"ADGRV1",
|
192 |
+
"ACSS1",
|
193 |
+
"ACO2",
|
194 |
+
"ANAPC13",
|
195 |
+
"AGR3",
|
196 |
+
"ARHGEF4",
|
197 |
+
"ARHGAP23",
|
198 |
+
"APOC1",
|
199 |
+
"ADCY10P1",
|
200 |
+
"ADAM29",
|
201 |
+
"AKAP4",
|
202 |
+
"ALKBH4",
|
203 |
+
"ANGPTL3",
|
204 |
+
"ACSM3",
|
205 |
+
"AASDH",
|
206 |
+
"ANXA4",
|
207 |
+
"ACAP1",
|
208 |
+
"ANXA13",
|
209 |
+
"ADARB2-AS1",
|
210 |
+
"ABCC4",
|
211 |
+
"ARFGAP2",
|
212 |
+
"ACTR2",
|
213 |
+
"GSDME",
|
214 |
+
"CD40",
|
215 |
+
"ABHD17B",
|
216 |
+
"ACD",
|
217 |
+
"ARMH1",
|
218 |
+
"AGAP6",
|
219 |
+
"CENPI",
|
220 |
+
"ACE2",
|
221 |
+
"ADAM8",
|
222 |
+
"CDKN2C",
|
223 |
+
"C3orf70",
|
224 |
+
"AUNIP",
|
225 |
+
"ADCY8",
|
226 |
+
"ABCC11",
|
227 |
+
"ANKRD1",
|
228 |
+
"ATP9B",
|
229 |
+
"ACLY",
|
230 |
+
"AGTPBP1",
|
231 |
+
"ACTN2",
|
232 |
+
"BTN2A3P",
|
233 |
+
"ACSL5",
|
234 |
+
"ADAD1",
|
235 |
+
"ATP13A3",
|
236 |
+
"ALKBH8",
|
237 |
+
"ADRB2",
|
238 |
+
"CRNN",
|
239 |
+
"ADAM33",
|
240 |
+
"ACTL10",
|
241 |
+
"CNN3P1",
|
242 |
+
"ACP6",
|
243 |
+
"ANKRD52",
|
244 |
+
"CFAP58",
|
245 |
+
"AMELY",
|
246 |
+
"AXL",
|
247 |
+
"ACTG1P4",
|
248 |
+
"ADAMTS7",
|
249 |
+
"ARMC2",
|
250 |
+
"ATP5MK",
|
251 |
+
"DST",
|
252 |
+
"ACTR3P2",
|
253 |
+
"BAAT",
|
254 |
+
"ANP32D",
|
255 |
+
"ADCY1",
|
256 |
+
"ANKRD33",
|
257 |
+
"CCDC54",
|
258 |
+
"ACTL8",
|
259 |
+
"A4GNT",
|
260 |
+
"AMPH",
|
261 |
+
"CCNB1",
|
262 |
+
"ADRA1D",
|
263 |
+
"SMPD3",
|
264 |
+
"ARRDC1",
|
265 |
+
"BMAL2-AS1",
|
266 |
+
"AIP",
|
267 |
+
"AP1G2",
|
268 |
+
"ARL4D",
|
269 |
+
"ACOT8",
|
270 |
+
"ADAT1",
|
271 |
+
"ADGRD1",
|
272 |
+
"ACTL7B",
|
273 |
+
"CDON",
|
274 |
+
"ANKRD65",
|
275 |
+
"APOBEC3B",
|
276 |
+
"ADGRA1",
|
277 |
+
"COPS4",
|
278 |
+
"ABCG4",
|
279 |
+
"CEACAM21",
|
280 |
+
"ADAMTSL1",
|
281 |
+
"B9D1",
|
282 |
+
"CAPN10-DT",
|
283 |
+
"ALDOA",
|
284 |
+
"AKR1B1",
|
285 |
+
"ACTR3C",
|
286 |
+
"ADAM5",
|
287 |
+
"ADGRD2",
|
288 |
+
"ADAM1A",
|
289 |
+
"LELP1",
|
290 |
+
"DDT",
|
291 |
+
"DICER1-AS1",
|
292 |
+
"AFF2",
|
293 |
+
"CASC18",
|
294 |
+
"ATP23",
|
295 |
+
"CCL27",
|
296 |
+
"BBS9",
|
297 |
+
"CELF2-AS1",
|
298 |
+
"DYDC1",
|
299 |
+
"BCAR3",
|
300 |
+
"AIMP2",
|
301 |
+
"C1orf167",
|
302 |
+
"DPPA4",
|
303 |
+
"GPR25",
|
304 |
+
"AP3M1",
|
305 |
+
"AKAP10",
|
306 |
+
"BMP5",
|
307 |
+
"ANKRD10",
|
308 |
+
"ADGRF5",
|
309 |
+
"OR2B2",
|
310 |
+
"BCAS3",
|
311 |
+
"ACAP3",
|
312 |
+
"AGBL4",
|
313 |
+
"ARPC5",
|
314 |
+
"ACOT1",
|
315 |
+
"C10orf55",
|
316 |
+
"ADAM18",
|
317 |
+
"BACE1",
|
318 |
+
"ATP6V1G3",
|
319 |
+
"BYSL",
|
320 |
+
"B3GNTL1",
|
321 |
+
"ABI1",
|
322 |
+
"AP1S2",
|
323 |
+
"IQCF2",
|
324 |
+
"ABHD3",
|
325 |
+
"BMP2",
|
326 |
+
"LY6D",
|
327 |
+
"ACSM5",
|
328 |
+
"ALG10B",
|
329 |
+
"CCDC13-AS1",
|
330 |
+
"MPZL3",
|
331 |
+
"ADCY7",
|
332 |
+
"BTC",
|
333 |
+
"ADA2",
|
334 |
+
"AFG3L1P",
|
335 |
+
"ALX1",
|
336 |
+
"PGBD5",
|
337 |
+
"IGHD",
|
338 |
+
"ACTA1",
|
339 |
+
"AIFM2",
|
340 |
+
"TUSC1",
|
341 |
+
"DTNB",
|
342 |
+
"AFP",
|
343 |
+
"DYNLRB2",
|
344 |
+
"ADRM1",
|
345 |
+
"ADAT3",
|
346 |
+
"AK5",
|
347 |
+
"ARAF",
|
348 |
+
"CCDC15",
|
349 |
+
"CD52",
|
350 |
+
"AIRIM",
|
351 |
+
"ARHGAP28",
|
352 |
+
"AARS1",
|
353 |
+
"TCAM1P",
|
354 |
+
"ARL6IP5",
|
355 |
+
"ACTN4",
|
356 |
+
"NELL1",
|
357 |
+
"ACSF2",
|
358 |
+
"ALG12",
|
359 |
+
"ACTG1",
|
360 |
+
"KDM4A",
|
361 |
+
"ANKRD20A1",
|
362 |
+
"ABCG1",
|
363 |
+
"ABCG2",
|
364 |
+
"AGBL3",
|
365 |
+
"BIN3-IT1",
|
366 |
+
"AKR1B10",
|
367 |
+
"CST13P",
|
368 |
+
"ADAMTSL2",
|
369 |
+
"PAM",
|
370 |
+
"ATP6V1B1",
|
371 |
+
"FTL",
|
372 |
+
"BEAN1",
|
373 |
+
"CCHCR1",
|
374 |
+
"PDE6C",
|
375 |
+
"BCL2L11",
|
376 |
+
"NAPSA",
|
377 |
+
"ALOX5AP",
|
378 |
+
"GLDC",
|
379 |
+
"ANO2",
|
380 |
+
"ADD3-AS1",
|
381 |
+
"ALDH1A3",
|
382 |
+
"ADH4",
|
383 |
+
"CNNM4",
|
384 |
+
"AAK1",
|
385 |
+
"AHI1",
|
386 |
+
"ALOX12B",
|
387 |
+
"ADORA2B",
|
388 |
+
"ADGRG6",
|
389 |
+
"AJUBA",
|
390 |
+
"GNPNAT1",
|
391 |
+
"ATP1A1-AS1",
|
392 |
+
"ATP12A",
|
393 |
+
"AADAC",
|
394 |
+
"OR3A3",
|
395 |
+
"ADAR",
|
396 |
+
"SYCE1L",
|
397 |
+
"AHCTF1",
|
398 |
+
"GNAS-AS1",
|
399 |
+
"ABHD18",
|
400 |
+
"ACADS",
|
401 |
+
"APOH",
|
402 |
+
"ABLIM1",
|
403 |
+
"SATB2",
|
404 |
+
"GUSBP15",
|
405 |
+
"MAD2L1",
|
406 |
+
"ANKRD31",
|
407 |
+
"IFITM3",
|
408 |
+
"CDK2AP2",
|
409 |
+
"IRAK1BP1",
|
410 |
+
"AGAP9",
|
411 |
+
"ADIRF",
|
412 |
+
"IL24",
|
413 |
+
"ANG",
|
414 |
+
"ADGRA3",
|
415 |
+
"MAP3K10",
|
416 |
+
"ACAD10",
|
417 |
+
"FKBP5",
|
418 |
+
"B3GALNT2",
|
419 |
+
"CFD",
|
420 |
+
"ABHD5",
|
421 |
+
"ATAD3A",
|
422 |
+
"CADM4",
|
423 |
+
"ERICH5",
|
424 |
+
"CABYR",
|
425 |
+
"CHEK1",
|
426 |
+
"ABCB9",
|
427 |
+
"ARHGEF10L",
|
428 |
+
"PBK",
|
429 |
+
"CCNB2",
|
430 |
+
"AGTRAP",
|
431 |
+
"CIDEA",
|
432 |
+
"ALDH1L2",
|
433 |
+
"AVPR1A",
|
434 |
+
"ATP1B2",
|
435 |
+
"AS3MT",
|
436 |
+
"AKR1C1",
|
437 |
+
"ANKLE2",
|
438 |
+
"CASP16P",
|
439 |
+
"AGAP3",
|
440 |
+
"CFAP210",
|
441 |
+
"C2CD4B",
|
442 |
+
"CTBS",
|
443 |
+
"NUDT7",
|
444 |
+
"ACTG2",
|
445 |
+
"BPIFA2",
|
446 |
+
"DARS2",
|
447 |
+
"ATG3",
|
448 |
+
"AFTPH",
|
449 |
+
"ELOVL3",
|
450 |
+
"ADNP",
|
451 |
+
"GTF2H2C",
|
452 |
+
"CEP57L1",
|
453 |
+
"ADAMTS6",
|
454 |
+
"CACNA1H",
|
455 |
+
"ANKRD20A9P",
|
456 |
+
"ANKRD13C-DT",
|
457 |
+
"ALDH16A1",
|
458 |
+
"DCBLD1",
|
459 |
+
"ADORA1",
|
460 |
+
"AMFR",
|
461 |
+
"ANKS3",
|
462 |
+
"BNC2",
|
463 |
+
"ABCD4",
|
464 |
+
"FAM167A-AS1",
|
465 |
+
"ANKRD55",
|
466 |
+
"AEBP1",
|
467 |
+
"BAHCC1",
|
468 |
+
"MUC20",
|
469 |
+
"CACFD1",
|
470 |
+
"ADAMTS20",
|
471 |
+
"ACTBP9",
|
472 |
+
"CHI3L2",
|
473 |
+
"GUSBP14",
|
474 |
+
"ADCY5",
|
475 |
+
"CCDC74A",
|
476 |
+
"CACNB3",
|
477 |
+
"ANXA9",
|
478 |
+
"ATF2",
|
479 |
+
"ALPK3",
|
480 |
+
"DOHH",
|
481 |
+
"SLC22A18",
|
482 |
+
"ARHGDIB",
|
483 |
+
"MAGI2",
|
484 |
+
"BMP7",
|
485 |
+
"ARMCX2",
|
486 |
+
"DUOXA2",
|
487 |
+
"ACAA2",
|
488 |
+
"MEF2B",
|
489 |
+
"BRME1",
|
490 |
+
"ANLN",
|
491 |
+
"PDC",
|
492 |
+
"ALOX5",
|
493 |
+
"FANCE",
|
494 |
+
"ALKAL2",
|
495 |
+
"AGPAT4",
|
496 |
+
"BNC1",
|
497 |
+
"ACOT2",
|
498 |
+
"DDTL",
|
499 |
+
"CCDC74B",
|
500 |
+
"ANKRD20A2P"
|
501 |
+
],
|
502 |
+
"Coefficient": [
|
503 |
+
0.15845402269856815,
|
504 |
+
-0.07822304405324548,
|
505 |
+
-0.06813125801877146,
|
506 |
+
-0.0679707724516181,
|
507 |
+
0.06077995644580629,
|
508 |
+
-0.056268789007670524,
|
509 |
+
-0.053027379968363916,
|
510 |
+
-0.05122758233794814,
|
511 |
+
0.047920192101733726,
|
512 |
+
0.04749731073751245,
|
513 |
+
-0.046964219674729274,
|
514 |
+
-0.04681158940479082,
|
515 |
+
-0.04501104016143662,
|
516 |
+
0.04473582811336116,
|
517 |
+
0.044595771004106464,
|
518 |
+
0.04323479603479128,
|
519 |
+
-0.042244653639930935,
|
520 |
+
-0.04112110262596413,
|
521 |
+
0.03976172839910708,
|
522 |
+
-0.037420943973549746,
|
523 |
+
-0.03719354108319003,
|
524 |
+
0.035365379792822914,
|
525 |
+
0.035119219212859515,
|
526 |
+
0.034945945151332515,
|
527 |
+
-0.034593732862625515,
|
528 |
+
0.03356329228058135,
|
529 |
+
0.03301089708673351,
|
530 |
+
-0.03255030709632126,
|
531 |
+
0.03242714361886881,
|
532 |
+
-0.03232821690174895,
|
533 |
+
0.03144994700313373,
|
534 |
+
0.028354064767308847,
|
535 |
+
-0.02507820893357773,
|
536 |
+
-0.0246263116102896,
|
537 |
+
0.024192496082224634,
|
538 |
+
0.024139454367746047,
|
539 |
+
-0.02350039308166559,
|
540 |
+
0.023230567525300453,
|
541 |
+
0.02315752001081958,
|
542 |
+
-0.022899829303335107,
|
543 |
+
0.022298062825155292,
|
544 |
+
-0.02200626733712068,
|
545 |
+
0.02180430609086651,
|
546 |
+
0.021586425343624125,
|
547 |
+
0.021347100055927836,
|
548 |
+
-0.02104744358582252,
|
549 |
+
-0.020686437974322573,
|
550 |
+
0.0204563211316394,
|
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"prediction": {
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}
|
output/regress/Type_1_Diabetes/significant_genes_condition_COVID-19.json
ADDED
The diff for this file is too large to render.
See raw diff
|
|
output/regress/Type_1_Diabetes/significant_genes_condition_Celiac_Disease.json
ADDED
@@ -0,0 +1,1449 @@
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|
1 |
+
{
|
2 |
+
"significant_genes": {
|
3 |
+
"Variable": [
|
4 |
+
"A2M-AS1",
|
5 |
+
"AADAT",
|
6 |
+
"AATK",
|
7 |
+
"ABCA13",
|
8 |
+
"A1BG-AS1",
|
9 |
+
"ABCC2",
|
10 |
+
"ABCB11",
|
11 |
+
"AA06",
|
12 |
+
"ABCD1",
|
13 |
+
"AATF",
|
14 |
+
"ABCC5",
|
15 |
+
"ABCA4",
|
16 |
+
"ABI2",
|
17 |
+
"ABCA8",
|
18 |
+
"ABCG8",
|
19 |
+
"A2ML1",
|
20 |
+
"ABHD14A",
|
21 |
+
"AAR2",
|
22 |
+
"ABCB4",
|
23 |
+
"ABHD12",
|
24 |
+
"ABLIM3",
|
25 |
+
"ABHD10",
|
26 |
+
"ABCC9",
|
27 |
+
"A2MP1",
|
28 |
+
"ABCF3",
|
29 |
+
"ABCF1",
|
30 |
+
"ABCB8",
|
31 |
+
"AACSP1",
|
32 |
+
"ABCB10",
|
33 |
+
"ABCA1",
|
34 |
+
"ABCB5",
|
35 |
+
"ABCD2",
|
36 |
+
"ACADL",
|
37 |
+
"ABL2",
|
38 |
+
"ABCB6",
|
39 |
+
"ACYP1",
|
40 |
+
"ABCC6P1",
|
41 |
+
"ABCA2",
|
42 |
+
"ACAA1",
|
43 |
+
"ABTB3",
|
44 |
+
"ACOT7",
|
45 |
+
"ACE",
|
46 |
+
"A1BG",
|
47 |
+
"ABHD1",
|
48 |
+
"ACBD3",
|
49 |
+
"ACTR8",
|
50 |
+
"AFG2B",
|
51 |
+
"A2M",
|
52 |
+
"ACTR5",
|
53 |
+
"ABRACL",
|
54 |
+
"ACKR4",
|
55 |
+
"ABTB2",
|
56 |
+
"ACOXL",
|
57 |
+
"ACTR1A",
|
58 |
+
"ADAM19",
|
59 |
+
"ACSL1",
|
60 |
+
"ADAM3A",
|
61 |
+
"ABHD16B",
|
62 |
+
"ACVR2B-AS1",
|
63 |
+
"AANAT",
|
64 |
+
"ADAMTS16",
|
65 |
+
"ABCA12",
|
66 |
+
"AASDHPPT",
|
67 |
+
"ADAMTS14",
|
68 |
+
"ADISSP",
|
69 |
+
"ABCB1",
|
70 |
+
"ABCC8",
|
71 |
+
"ACER1",
|
72 |
+
"ABCD1P2",
|
73 |
+
"ACAD8",
|
74 |
+
"ACKR3",
|
75 |
+
"ABRAXAS2",
|
76 |
+
"ABHD14B",
|
77 |
+
"ACVR1B",
|
78 |
+
"AFDN",
|
79 |
+
"ABCA5",
|
80 |
+
"ACKR1",
|
81 |
+
"AACS",
|
82 |
+
"ACAD9",
|
83 |
+
"ACVR2A",
|
84 |
+
"AADACL2",
|
85 |
+
"ADA",
|
86 |
+
"ALDH4A1",
|
87 |
+
"AARSD1",
|
88 |
+
"ADAM12",
|
89 |
+
"AAMDC",
|
90 |
+
"A1CF",
|
91 |
+
"ABL1",
|
92 |
+
"AADACP1",
|
93 |
+
"ABCA7",
|
94 |
+
"ABLIM2",
|
95 |
+
"ACSM2B",
|
96 |
+
"AASS",
|
97 |
+
"ACSS3",
|
98 |
+
"ACSM1",
|
99 |
+
"ADAT2",
|
100 |
+
"ABCC6P2",
|
101 |
+
"ADGRL3",
|
102 |
+
"ACSS2",
|
103 |
+
"ACY3",
|
104 |
+
"A4GALT",
|
105 |
+
"ACACB",
|
106 |
+
"ALDH3A1",
|
107 |
+
"ABCA6",
|
108 |
+
"ACTA2-AS1",
|
109 |
+
"ACOT9",
|
110 |
+
"AFF4",
|
111 |
+
"AAMP",
|
112 |
+
"AARS2",
|
113 |
+
"ACAN",
|
114 |
+
"ADGRG1",
|
115 |
+
"ABCG5",
|
116 |
+
"ACCS",
|
117 |
+
"ACOD1",
|
118 |
+
"AKR1C6P",
|
119 |
+
"ACSL6",
|
120 |
+
"ACTA2",
|
121 |
+
"ADGB",
|
122 |
+
"AASDH",
|
123 |
+
"ADGRG7",
|
124 |
+
"ACYP2",
|
125 |
+
"ADAM3B",
|
126 |
+
"ACADSB",
|
127 |
+
"ACAT1",
|
128 |
+
"ACY1",
|
129 |
+
"ACTRT2",
|
130 |
+
"ADORA2A",
|
131 |
+
"ACSL3",
|
132 |
+
"ACO1",
|
133 |
+
"ABHD11",
|
134 |
+
"ACSM2A",
|
135 |
+
"ANKRD23",
|
136 |
+
"ACBD4",
|
137 |
+
"ADGRB1",
|
138 |
+
"ADAMTSL3",
|
139 |
+
"ABTB1",
|
140 |
+
"ACTB",
|
141 |
+
"ANXA8",
|
142 |
+
"ADCY2",
|
143 |
+
"ACSS1",
|
144 |
+
"ABI3",
|
145 |
+
"AGRN",
|
146 |
+
"ABCA17P",
|
147 |
+
"AKAP9",
|
148 |
+
"ADAD2",
|
149 |
+
"ABCG1",
|
150 |
+
"ACOX2",
|
151 |
+
"ADRB3",
|
152 |
+
"ADRA2C",
|
153 |
+
"ADGRE2",
|
154 |
+
"ADAM10",
|
155 |
+
"ACVR1C",
|
156 |
+
"ABAT",
|
157 |
+
"ABCA9",
|
158 |
+
"ADPRHL1",
|
159 |
+
"ACP3",
|
160 |
+
"ABCC1",
|
161 |
+
"AGPAT5",
|
162 |
+
"ADGRG3",
|
163 |
+
"ADD3",
|
164 |
+
"ADGRV1",
|
165 |
+
"ASB9",
|
166 |
+
"ADAMTS1",
|
167 |
+
"ADGRL2",
|
168 |
+
"AGA",
|
169 |
+
"ARHGEF33",
|
170 |
+
"APOBEC2",
|
171 |
+
"ADARB2-AS1",
|
172 |
+
"AGR3",
|
173 |
+
"AMELX",
|
174 |
+
"ABHD4",
|
175 |
+
"AFG3L2",
|
176 |
+
"ABCE1",
|
177 |
+
"ATP1B1",
|
178 |
+
"AGAP11",
|
179 |
+
"ANAPC13",
|
180 |
+
"ADGRA1",
|
181 |
+
"ACSL5",
|
182 |
+
"ACSBG2",
|
183 |
+
"AGBL1",
|
184 |
+
"BLM",
|
185 |
+
"ASIC5",
|
186 |
+
"ADAM29",
|
187 |
+
"ADRA1D",
|
188 |
+
"ACE2",
|
189 |
+
"ARHGAP23",
|
190 |
+
"ABCB7",
|
191 |
+
"AGFG1",
|
192 |
+
"AJAP1",
|
193 |
+
"GSTT1",
|
194 |
+
"ADCY8",
|
195 |
+
"ADAM32",
|
196 |
+
"CEACAM21",
|
197 |
+
"C19orf73",
|
198 |
+
"ARHGEF4",
|
199 |
+
"ACO2",
|
200 |
+
"ACLY",
|
201 |
+
"APOC1",
|
202 |
+
"ADGRE1",
|
203 |
+
"ADAM18",
|
204 |
+
"AKAIN1",
|
205 |
+
"APOBEC3B",
|
206 |
+
"ACSM3",
|
207 |
+
"ADRB1",
|
208 |
+
"AGPAT2",
|
209 |
+
"ACTR3P2",
|
210 |
+
"ALKBH4",
|
211 |
+
"ACTR1B",
|
212 |
+
"ADAM5",
|
213 |
+
"C3orf70",
|
214 |
+
"ACTL8",
|
215 |
+
"ADAD1",
|
216 |
+
"ABCD4",
|
217 |
+
"ACTR2",
|
218 |
+
"ACTN2",
|
219 |
+
"ANKRD1",
|
220 |
+
"ADGRA2",
|
221 |
+
"ADAM33",
|
222 |
+
"ARFGAP2",
|
223 |
+
"ANXA4",
|
224 |
+
"GSDME",
|
225 |
+
"CRNN",
|
226 |
+
"ATP5MK",
|
227 |
+
"ALOX5AP",
|
228 |
+
"ADAM8",
|
229 |
+
"ADAM1A",
|
230 |
+
"ANGPTL3",
|
231 |
+
"ADAM6",
|
232 |
+
"ACTL10",
|
233 |
+
"ACMSD",
|
234 |
+
"ACTR3C",
|
235 |
+
"ADCY1",
|
236 |
+
"ALKBH8",
|
237 |
+
"ATP23",
|
238 |
+
"AUNIP",
|
239 |
+
"COPS4",
|
240 |
+
"CD40",
|
241 |
+
"CNN3P1",
|
242 |
+
"ATP9B",
|
243 |
+
"ADH7",
|
244 |
+
"CCNB1",
|
245 |
+
"ADAMTS7",
|
246 |
+
"AGTPBP1",
|
247 |
+
"AIMP2",
|
248 |
+
"ADGRL1",
|
249 |
+
"DST",
|
250 |
+
"AKAP10",
|
251 |
+
"ACTBP9",
|
252 |
+
"KDM4A",
|
253 |
+
"ACSF2",
|
254 |
+
"ABCG2",
|
255 |
+
"ABHD17B",
|
256 |
+
"ADAT3",
|
257 |
+
"ABCG4",
|
258 |
+
"AFDN-DT",
|
259 |
+
"ARMC2",
|
260 |
+
"ABHD17A",
|
261 |
+
"ANKRD65",
|
262 |
+
"CFAP58",
|
263 |
+
"ARMH1",
|
264 |
+
"CCDC15",
|
265 |
+
"ATP13A3",
|
266 |
+
"ADAM21",
|
267 |
+
"AGAP3",
|
268 |
+
"ADAMTSL1",
|
269 |
+
"ATP6V1G3",
|
270 |
+
"ADAMTS9",
|
271 |
+
"AKAP4",
|
272 |
+
"ARHGAP28",
|
273 |
+
"AGMAT",
|
274 |
+
"ALG10B",
|
275 |
+
"ANKRD33",
|
276 |
+
"AXL",
|
277 |
+
"ALDH1L2",
|
278 |
+
"ADAT1",
|
279 |
+
"BMP5",
|
280 |
+
"ANXA13",
|
281 |
+
"ACAP1",
|
282 |
+
"IGHD",
|
283 |
+
"B3GNTL1",
|
284 |
+
"BAAT",
|
285 |
+
"DYDC1",
|
286 |
+
"CCL27",
|
287 |
+
"ADAM22",
|
288 |
+
"B9D1",
|
289 |
+
"AGAP6",
|
290 |
+
"ACTL7A",
|
291 |
+
"ABCD3",
|
292 |
+
"BNC1",
|
293 |
+
"CCDC13-AS1",
|
294 |
+
"NELL1",
|
295 |
+
"ANP32D",
|
296 |
+
"CDKN2C",
|
297 |
+
"ADGRG6",
|
298 |
+
"ABITRAM",
|
299 |
+
"ACTC1",
|
300 |
+
"AGTRAP",
|
301 |
+
"ADAM15",
|
302 |
+
"ADAMTSL2",
|
303 |
+
"C1orf167",
|
304 |
+
"AMOT",
|
305 |
+
"ELOVL3",
|
306 |
+
"ADCY10",
|
307 |
+
"CCDC54",
|
308 |
+
"ADNP2",
|
309 |
+
"ARL4D",
|
310 |
+
"GPR55",
|
311 |
+
"CD52",
|
312 |
+
"DICER1-AS1",
|
313 |
+
"ABO",
|
314 |
+
"MAP3K10",
|
315 |
+
"ADCY10P1",
|
316 |
+
"AP1G2",
|
317 |
+
"ARAF",
|
318 |
+
"CDON",
|
319 |
+
"ASB3",
|
320 |
+
"CASP16P",
|
321 |
+
"C10orf55",
|
322 |
+
"ALG12",
|
323 |
+
"AP1S2",
|
324 |
+
"ALOX12B",
|
325 |
+
"AKIRIN2",
|
326 |
+
"AHNAK2",
|
327 |
+
"BMAL2-AS1",
|
328 |
+
"DDT",
|
329 |
+
"AFF2",
|
330 |
+
"ANKRD10",
|
331 |
+
"PBK",
|
332 |
+
"AIRIM",
|
333 |
+
"BCAR3",
|
334 |
+
"AK8",
|
335 |
+
"ADAM7",
|
336 |
+
"ABCC4",
|
337 |
+
"ASPN",
|
338 |
+
"STAM-DT",
|
339 |
+
"AMIGO3",
|
340 |
+
"HIGD1B",
|
341 |
+
"BIN3-IT1",
|
342 |
+
"BCAS3",
|
343 |
+
"ACOT1",
|
344 |
+
"CCDC134",
|
345 |
+
"FUT10",
|
346 |
+
"ADGRD2",
|
347 |
+
"AIP",
|
348 |
+
"MPZL3",
|
349 |
+
"ALOX5",
|
350 |
+
"AKR1B1",
|
351 |
+
"ADCK2",
|
352 |
+
"CDK1",
|
353 |
+
"CENPI",
|
354 |
+
"PGBD5",
|
355 |
+
"ACOT8",
|
356 |
+
"SATB2",
|
357 |
+
"AMIGO2",
|
358 |
+
"ADORA3",
|
359 |
+
"ARHGDIB",
|
360 |
+
"AP3M1",
|
361 |
+
"FZD10",
|
362 |
+
"CFAP210",
|
363 |
+
"SMPD3",
|
364 |
+
"AHDC1",
|
365 |
+
"ADCY6",
|
366 |
+
"ANKRD30BL",
|
367 |
+
"ALDOA",
|
368 |
+
"GLDC",
|
369 |
+
"ANKRD34C",
|
370 |
+
"ABHD12B",
|
371 |
+
"GNAS-AS1",
|
372 |
+
"ACTA1",
|
373 |
+
"ZNF595",
|
374 |
+
"IQCF2",
|
375 |
+
"ACOT11",
|
376 |
+
"ADGRB3",
|
377 |
+
"ATP13A5",
|
378 |
+
"GPR83",
|
379 |
+
"C19orf81",
|
380 |
+
"BTN2A3P",
|
381 |
+
"ACOT13",
|
382 |
+
"AGPAT1",
|
383 |
+
"AKIP1",
|
384 |
+
"NAPSA",
|
385 |
+
"CNNM4",
|
386 |
+
"APOE",
|
387 |
+
"AKNAD1",
|
388 |
+
"ABCC6",
|
389 |
+
"APCDD1",
|
390 |
+
"ADRB2",
|
391 |
+
"CDK2AP2",
|
392 |
+
"CYB5R2",
|
393 |
+
"ACAP3",
|
394 |
+
"ASB14",
|
395 |
+
"ARRDC1",
|
396 |
+
"AFG1L",
|
397 |
+
"GNAI1",
|
398 |
+
"BMP2",
|
399 |
+
"ADCY7",
|
400 |
+
"APOH",
|
401 |
+
"DUSP18",
|
402 |
+
"ACOT4",
|
403 |
+
"ATAD3A",
|
404 |
+
"ACER3",
|
405 |
+
"ARMC2-AS1",
|
406 |
+
"ARL6IP5",
|
407 |
+
"FN3KRP",
|
408 |
+
"BBS9",
|
409 |
+
"ANKEF1",
|
410 |
+
"AGAP9",
|
411 |
+
"ANKS3",
|
412 |
+
"CCHCR1",
|
413 |
+
"ARHGAP9",
|
414 |
+
"ZFP30",
|
415 |
+
"ACAT2",
|
416 |
+
"AKAP8",
|
417 |
+
"ANKRD31",
|
418 |
+
"BACE1",
|
419 |
+
"ATG3",
|
420 |
+
"BTC",
|
421 |
+
"ACP6",
|
422 |
+
"IGHV3-73",
|
423 |
+
"AGBL4",
|
424 |
+
"ANKRD19P",
|
425 |
+
"ATP6V1B1",
|
426 |
+
"CCDC102B",
|
427 |
+
"ADIG",
|
428 |
+
"ALDOC",
|
429 |
+
"ARHGEF40",
|
430 |
+
"ARHGAP21",
|
431 |
+
"ARHGAP29",
|
432 |
+
"ARPC5",
|
433 |
+
"CES1",
|
434 |
+
"PDE6C",
|
435 |
+
"CELF2-AS1",
|
436 |
+
"ADAMTS6",
|
437 |
+
"CIDEA",
|
438 |
+
"ATP12A",
|
439 |
+
"PRUNE2",
|
440 |
+
"BAGE",
|
441 |
+
"IFITM3",
|
442 |
+
"ASIC3",
|
443 |
+
"ACOT12",
|
444 |
+
"GPX8",
|
445 |
+
"CHEK2",
|
446 |
+
"KCTD19",
|
447 |
+
"ACSF3",
|
448 |
+
"AGFG2",
|
449 |
+
"IRAK1BP1",
|
450 |
+
"OR2B2",
|
451 |
+
"ANXA9",
|
452 |
+
"ADAMTS8",
|
453 |
+
"BAG6",
|
454 |
+
"FRMPD2",
|
455 |
+
"ACHE",
|
456 |
+
"PDC",
|
457 |
+
"UQCR11",
|
458 |
+
"ANKRD13D",
|
459 |
+
"ADGRG5",
|
460 |
+
"SYCE1L",
|
461 |
+
"BYSL",
|
462 |
+
"ANKRD20A1",
|
463 |
+
"FTL",
|
464 |
+
"LELP1",
|
465 |
+
"CCT3",
|
466 |
+
"ALDH1B1",
|
467 |
+
"ALG1",
|
468 |
+
"FKBP5",
|
469 |
+
"OXGR1",
|
470 |
+
"CST13P",
|
471 |
+
"SLC24A1",
|
472 |
+
"MAP1B",
|
473 |
+
"BATF",
|
474 |
+
"ANXA8L1",
|
475 |
+
"DDTL",
|
476 |
+
"ANKRD20A2P",
|
477 |
+
"ANKRD20A3P",
|
478 |
+
"FRMPD2B"
|
479 |
+
],
|
480 |
+
"Coefficient": [
|
481 |
+
0.15499345727212666,
|
482 |
+
-0.06893467404646626,
|
483 |
+
-0.0687019265662606,
|
484 |
+
-0.057297967603632115,
|
485 |
+
-0.056640100016667166,
|
486 |
+
0.0565651125530228,
|
487 |
+
0.05631275552124807,
|
488 |
+
-0.052728531180776035,
|
489 |
+
-0.05195277695373302,
|
490 |
+
-0.05110236139953497,
|
491 |
+
0.05087727022842382,
|
492 |
+
-0.04831328481292384,
|
493 |
+
-0.04823696934788367,
|
494 |
+
0.04366556775232653,
|
495 |
+
-0.04317992431176034,
|
496 |
+
-0.04290185786606736,
|
497 |
+
0.042347544419881644,
|
498 |
+
0.04214082144724527,
|
499 |
+
-0.03952808370972512,
|
500 |
+
-0.03935849263783975,
|
501 |
+
-0.03763261903727772,
|
502 |
+
0.037024971961362126,
|
503 |
+
0.0369402901630322,
|
504 |
+
0.03693162407450891,
|
505 |
+
0.03602991966870215,
|
506 |
+
-0.03509122666565477,
|
507 |
+
0.0333247714983692,
|
508 |
+
0.032938378453122814,
|
509 |
+
0.029829327730062163,
|
510 |
+
0.029754382996432394,
|
511 |
+
0.02965482368966937,
|
512 |
+
-0.02907584274769395,
|
513 |
+
-0.028953602026279154,
|
514 |
+
-0.028436300983068766,
|
515 |
+
0.02673641866390263,
|
516 |
+
0.026402704061401598,
|
517 |
+
-0.02638449745809206,
|
518 |
+
-0.025559012373429342,
|
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"prediction": {
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}
|
output/regress/Type_1_Diabetes/significant_genes_condition_Chronic_kidney_disease.json
ADDED
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|
output/regress/Type_1_Diabetes/significant_genes_condition_Chronic_obstructive_pulmonary_disease_(COPD).json
ADDED
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|
output/regress/Type_1_Diabetes/significant_genes_condition_Coronary_artery_disease.json
ADDED
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output/regress/Type_1_Diabetes/significant_genes_condition_Crohns_Disease.json
ADDED
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output/regress/Type_1_Diabetes/significant_genes_condition_Epilepsy.json
ADDED
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|
|
output/regress/Type_1_Diabetes/significant_genes_condition_Gender.json
ADDED
@@ -0,0 +1,1107 @@
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|
|
|
1 |
+
{
|
2 |
+
"significant_genes": {
|
3 |
+
"Variable": [
|
4 |
+
"A2M-AS1",
|
5 |
+
"A1BG",
|
6 |
+
"A1BG-AS1",
|
7 |
+
"AARSD1",
|
8 |
+
"AADACL2",
|
9 |
+
"AADAT",
|
10 |
+
"A3GALT2",
|
11 |
+
"ABCC6P1",
|
12 |
+
"AA06",
|
13 |
+
"ABCA3",
|
14 |
+
"ABCG4",
|
15 |
+
"A2ML1",
|
16 |
+
"ABCC11",
|
17 |
+
"AATK",
|
18 |
+
"AAMP",
|
19 |
+
"AADACL3",
|
20 |
+
"ABCC10",
|
21 |
+
"A4GALT",
|
22 |
+
"ABCA6",
|
23 |
+
"ABCB5",
|
24 |
+
"A2M",
|
25 |
+
"AAK1",
|
26 |
+
"ABCC3",
|
27 |
+
"ABHD13",
|
28 |
+
"ABCC4",
|
29 |
+
"AARS2",
|
30 |
+
"ABCA9",
|
31 |
+
"ABI3BP",
|
32 |
+
"ABCG8",
|
33 |
+
"ABCC13",
|
34 |
+
"AADAC",
|
35 |
+
"AAMDC",
|
36 |
+
"ABCB11",
|
37 |
+
"ABCG5",
|
38 |
+
"ABCA12",
|
39 |
+
"AANAT",
|
40 |
+
"A1CF",
|
41 |
+
"AAAS",
|
42 |
+
"ABHD1",
|
43 |
+
"ACSBG2",
|
44 |
+
"ABCF2",
|
45 |
+
"AAGAB",
|
46 |
+
"ACADSB",
|
47 |
+
"AASS",
|
48 |
+
"ABCE1",
|
49 |
+
"ABCA10",
|
50 |
+
"ACTL7B",
|
51 |
+
"ABCB6",
|
52 |
+
"AASDH",
|
53 |
+
"ACADVL",
|
54 |
+
"ABCA15P",
|
55 |
+
"ABCB9",
|
56 |
+
"ABHD5",
|
57 |
+
"ACOT6",
|
58 |
+
"ABHD17B",
|
59 |
+
"ABCB1",
|
60 |
+
"ABCB7",
|
61 |
+
"ACTL7A",
|
62 |
+
"ADAD2",
|
63 |
+
"ABCC9",
|
64 |
+
"ABCA5",
|
65 |
+
"AASDHPPT",
|
66 |
+
"ACTG1P17",
|
67 |
+
"ACTL6B",
|
68 |
+
"ACAN",
|
69 |
+
"ABCB4",
|
70 |
+
"ABCF3",
|
71 |
+
"ACTR3BP5",
|
72 |
+
"AARS1",
|
73 |
+
"AAR2",
|
74 |
+
"ABCD4",
|
75 |
+
"ACTMAP",
|
76 |
+
"AATF",
|
77 |
+
"ACE2",
|
78 |
+
"AACS",
|
79 |
+
"ABHD12",
|
80 |
+
"ACSF2",
|
81 |
+
"ACP5",
|
82 |
+
"ABCA11P",
|
83 |
+
"ACTRT3",
|
84 |
+
"ADH4",
|
85 |
+
"ABCA2",
|
86 |
+
"ACADL",
|
87 |
+
"AATBC",
|
88 |
+
"ABCD1",
|
89 |
+
"ABHD3",
|
90 |
+
"ABHD17C",
|
91 |
+
"AFF1",
|
92 |
+
"ACSM3",
|
93 |
+
"ACMSD",
|
94 |
+
"A4GNT",
|
95 |
+
"ABHD16B",
|
96 |
+
"ANK2",
|
97 |
+
"ACAA1",
|
98 |
+
"ACSS2",
|
99 |
+
"ACSL1",
|
100 |
+
"ABCA17P",
|
101 |
+
"ABCA13",
|
102 |
+
"ACAP3",
|
103 |
+
"ABHD17A",
|
104 |
+
"ACSM1",
|
105 |
+
"AICDA",
|
106 |
+
"AGTR1",
|
107 |
+
"AADACL4",
|
108 |
+
"ABCD2",
|
109 |
+
"ABHD15",
|
110 |
+
"ACACB",
|
111 |
+
"ABL2",
|
112 |
+
"ADGRF3",
|
113 |
+
"ACTN2",
|
114 |
+
"ADAMTS8",
|
115 |
+
"ACACA",
|
116 |
+
"ABCC1",
|
117 |
+
"ABCB8",
|
118 |
+
"ABCA7",
|
119 |
+
"ACTN1",
|
120 |
+
"ACKR1",
|
121 |
+
"ADAMTS14",
|
122 |
+
"ADAM20P1",
|
123 |
+
"ACHE",
|
124 |
+
"ACYP2",
|
125 |
+
"ADAMTS1",
|
126 |
+
"ACTN3",
|
127 |
+
"ACSL5",
|
128 |
+
"ADGRE2",
|
129 |
+
"ADPRM",
|
130 |
+
"ACTRT2",
|
131 |
+
"ACVR2B-AS1",
|
132 |
+
"APOA1",
|
133 |
+
"ABHD11",
|
134 |
+
"ADAD1",
|
135 |
+
"ABCG2",
|
136 |
+
"ACAT2",
|
137 |
+
"ADAM20",
|
138 |
+
"ACSBG1",
|
139 |
+
"ACTR10",
|
140 |
+
"ACOX1",
|
141 |
+
"AP5B1",
|
142 |
+
"ADRA2B",
|
143 |
+
"AK8",
|
144 |
+
"ABCF1",
|
145 |
+
"APOF",
|
146 |
+
"ACAP1",
|
147 |
+
"ABCC5-AS1",
|
148 |
+
"ALAS2",
|
149 |
+
"ACTR6",
|
150 |
+
"ACTG1P4",
|
151 |
+
"AP1S1",
|
152 |
+
"A2MP1",
|
153 |
+
"AFAP1L1",
|
154 |
+
"ANGPTL1",
|
155 |
+
"ADIPOR2",
|
156 |
+
"ANGPT4",
|
157 |
+
"ADAMTS2",
|
158 |
+
"ADGRV1",
|
159 |
+
"ANKRD13A",
|
160 |
+
"ACOT12",
|
161 |
+
"AFG3L2",
|
162 |
+
"ADCYAP1R1",
|
163 |
+
"ABLIM3",
|
164 |
+
"ACKR3",
|
165 |
+
"ADRA1B",
|
166 |
+
"AKIP1",
|
167 |
+
"ADAM11",
|
168 |
+
"ACTA1",
|
169 |
+
"ADAM2",
|
170 |
+
"ADGRF4",
|
171 |
+
"ABCC2",
|
172 |
+
"C19orf67",
|
173 |
+
"ABRACL",
|
174 |
+
"KRT16P2",
|
175 |
+
"CCL18",
|
176 |
+
"ABRA",
|
177 |
+
"FAM24B",
|
178 |
+
"ACSS3",
|
179 |
+
"AGBL1",
|
180 |
+
"ADRA1A",
|
181 |
+
"ABCG1",
|
182 |
+
"ADAMTS20",
|
183 |
+
"BPIFB2",
|
184 |
+
"ACTR1B",
|
185 |
+
"ADAMTSL3",
|
186 |
+
"ADCY3",
|
187 |
+
"AKNA",
|
188 |
+
"ALKBH3",
|
189 |
+
"ADSL",
|
190 |
+
"ALOX15",
|
191 |
+
"ADAT3",
|
192 |
+
"ALKAL2",
|
193 |
+
"AFP",
|
194 |
+
"ABHD2",
|
195 |
+
"ADAM6",
|
196 |
+
"ACTA2",
|
197 |
+
"AMELY",
|
198 |
+
"ACAT1",
|
199 |
+
"ABI3",
|
200 |
+
"AIF1L",
|
201 |
+
"ANHX",
|
202 |
+
"AWAT1",
|
203 |
+
"ACER3",
|
204 |
+
"ABR",
|
205 |
+
"ADAM28",
|
206 |
+
"ACOT1",
|
207 |
+
"ADAM3A",
|
208 |
+
"ACOD1",
|
209 |
+
"ACSM6",
|
210 |
+
"ANKRD30BL",
|
211 |
+
"ADAT2",
|
212 |
+
"ABLIM2",
|
213 |
+
"ADD3",
|
214 |
+
"ACSF3",
|
215 |
+
"ACTR3BP2",
|
216 |
+
"ARF4",
|
217 |
+
"ATXN7L3B",
|
218 |
+
"ALDH2",
|
219 |
+
"AIF1",
|
220 |
+
"ADGRG2",
|
221 |
+
"ADAMTSL4-AS1",
|
222 |
+
"ADRM1",
|
223 |
+
"ABI2",
|
224 |
+
"GML",
|
225 |
+
"ANKRD13C",
|
226 |
+
"AACSP1",
|
227 |
+
"ABCA1",
|
228 |
+
"ADAM7",
|
229 |
+
"ADGRL4",
|
230 |
+
"ANKRD50",
|
231 |
+
"CD109",
|
232 |
+
"ABHD6",
|
233 |
+
"AGT",
|
234 |
+
"DECR2",
|
235 |
+
"ABCC12",
|
236 |
+
"ADGRG4",
|
237 |
+
"AFF2",
|
238 |
+
"ALDH3A1",
|
239 |
+
"APELA",
|
240 |
+
"AFM",
|
241 |
+
"ABHD4",
|
242 |
+
"ADGRL1",
|
243 |
+
"B3GNT9",
|
244 |
+
"ANKRD55",
|
245 |
+
"AARD",
|
246 |
+
"ACOX2",
|
247 |
+
"ACSS1",
|
248 |
+
"DNMT3B",
|
249 |
+
"C4BPB",
|
250 |
+
"ACP2",
|
251 |
+
"ANKDD1B",
|
252 |
+
"ABT1",
|
253 |
+
"AHR",
|
254 |
+
"MYOM2",
|
255 |
+
"ABRAXAS1",
|
256 |
+
"FLYWCH1",
|
257 |
+
"ADGRF2P",
|
258 |
+
"CHST1",
|
259 |
+
"CLDN3",
|
260 |
+
"AMD1",
|
261 |
+
"ARHGEF7",
|
262 |
+
"BCAR1",
|
263 |
+
"ADAMTSL1",
|
264 |
+
"ACP4",
|
265 |
+
"ADRA1D",
|
266 |
+
"CT55",
|
267 |
+
"ADAM22",
|
268 |
+
"KSR2",
|
269 |
+
"CCDC141",
|
270 |
+
"ADAMTS10",
|
271 |
+
"CARD10",
|
272 |
+
"FAM106A",
|
273 |
+
"ADK",
|
274 |
+
"ABHD18",
|
275 |
+
"ALDH1L2",
|
276 |
+
"ACKR2",
|
277 |
+
"KMT5A",
|
278 |
+
"ADARB1",
|
279 |
+
"ZNF280D",
|
280 |
+
"CEP295NL",
|
281 |
+
"CHRDL2",
|
282 |
+
"AHCTF1",
|
283 |
+
"AMBP",
|
284 |
+
"ARPC5",
|
285 |
+
"DOK7",
|
286 |
+
"ACIN1",
|
287 |
+
"ARHGAP39",
|
288 |
+
"ELSPBP1",
|
289 |
+
"APLF",
|
290 |
+
"ALKBH3-AS1",
|
291 |
+
"AMMECR1L",
|
292 |
+
"BAGE",
|
293 |
+
"ABCC8",
|
294 |
+
"APOA1-AS",
|
295 |
+
"AKAP1",
|
296 |
+
"ADAM17",
|
297 |
+
"IRF6",
|
298 |
+
"PLIN5",
|
299 |
+
"GRIP2",
|
300 |
+
"ANKRD44",
|
301 |
+
"CENPBD2P",
|
302 |
+
"ACSM4",
|
303 |
+
"C6orf120",
|
304 |
+
"ANK3",
|
305 |
+
"BMP10",
|
306 |
+
"ABHD14B",
|
307 |
+
"ABCC5",
|
308 |
+
"AVP",
|
309 |
+
"ACER1",
|
310 |
+
"ALX3",
|
311 |
+
"AP3S1",
|
312 |
+
"AMDHD1",
|
313 |
+
"CEP19",
|
314 |
+
"ASB4",
|
315 |
+
"APOH",
|
316 |
+
"ALX4",
|
317 |
+
"APOL4",
|
318 |
+
"ACTBL2",
|
319 |
+
"KY",
|
320 |
+
"CD1B",
|
321 |
+
"HARS1",
|
322 |
+
"ACAP2",
|
323 |
+
"CCHCR1",
|
324 |
+
"ATL2",
|
325 |
+
"ARC",
|
326 |
+
"CTNNA3",
|
327 |
+
"CCDC181",
|
328 |
+
"ANK1",
|
329 |
+
"ANXA5",
|
330 |
+
"DNAAF4",
|
331 |
+
"MC1R",
|
332 |
+
"ABTB3",
|
333 |
+
"ACOT7",
|
334 |
+
"FLRT1",
|
335 |
+
"NMRK1",
|
336 |
+
"CDC40",
|
337 |
+
"FUBP1",
|
338 |
+
"BDNF",
|
339 |
+
"ARMCX1",
|
340 |
+
"AJAP1",
|
341 |
+
"ACBD5",
|
342 |
+
"ARHGEF28",
|
343 |
+
"GLRA1",
|
344 |
+
"ANXA11",
|
345 |
+
"ANG",
|
346 |
+
"KNDC1",
|
347 |
+
"RSPH14",
|
348 |
+
"ALMS1",
|
349 |
+
"AKAP17A",
|
350 |
+
"ALPK2",
|
351 |
+
"ARHGAP24",
|
352 |
+
"AGRP",
|
353 |
+
"ANKRD13D",
|
354 |
+
"ANTXRLP1",
|
355 |
+
"ALPL",
|
356 |
+
"CCDC74B",
|
357 |
+
"AEN",
|
358 |
+
"ADH6",
|
359 |
+
"ANKRD34A",
|
360 |
+
"ATAD2",
|
361 |
+
"ENOX1-AS2",
|
362 |
+
"CCNF",
|
363 |
+
"IL1R1",
|
364 |
+
"ABTB2"
|
365 |
+
],
|
366 |
+
"Coefficient": [
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367 |
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0.18381251362065976,
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368 |
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369 |
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0.14157126016757987,
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372 |
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373 |
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0.07437457337350395,
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374 |
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0.07316053872922203,
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0.05936156115725551,
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378 |
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381 |
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382 |
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383 |
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385 |
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387 |
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388 |
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389 |
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392 |
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393 |
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394 |
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395 |
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397 |
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398 |
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399 |
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400 |
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401 |
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402 |
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403 |
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404 |
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405 |
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406 |
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408 |
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409 |
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410 |
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411 |
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412 |
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413 |
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414 |
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415 |
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416 |
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417 |
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419 |
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420 |
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423 |
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428 |
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430 |
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0.012210983567940268,
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431 |
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432 |
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433 |
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0.011973886947636538,
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434 |
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435 |
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0.011838762369305865,
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436 |
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0.011703619888851503,
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437 |
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438 |
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439 |
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0.0115319113950044,
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440 |
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441 |
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442 |
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443 |
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444 |
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0.010632288594935932,
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445 |
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446 |
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447 |
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0.010302354465417655,
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448 |
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0.009744277030781439,
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449 |
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0.009652232380397974,
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450 |
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451 |
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0.009154917931965587,
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452 |
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0.00900142291041022,
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453 |
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0.008451313169111827,
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454 |
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455 |
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0.008357185241983927,
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456 |
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457 |
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0.00832140665898962,
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0.008297079656680906,
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0.008038580624871497,
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461 |
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462 |
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463 |
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0.007662919351308087,
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464 |
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465 |
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0.007579298128893177,
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466 |
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0.007526919221378653,
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467 |
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468 |
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0.007385656758604255,
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469 |
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0.007302227883685793,
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470 |
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471 |
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0.006745480167317223,
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472 |
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473 |
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0.0062510314749848,
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0.006199856773037804,
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0.006169308560326093,
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477 |
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0.00606504460425384,
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478 |
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479 |
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480 |
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0.005765390261718531,
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0.005761137650774144,
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483 |
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484 |
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485 |
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486 |
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487 |
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0.005176768225514959,
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488 |
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0.005172355531337646,
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489 |
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490 |
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491 |
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492 |
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493 |
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494 |
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495 |
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496 |
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497 |
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0.00414200662479872,
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0.003986924078877384,
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499 |
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500 |
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501 |
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502 |
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0.0038182300665768666,
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503 |
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504 |
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0.003635195727153713,
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505 |
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506 |
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0.003546469742922513,
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507 |
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508 |
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509 |
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510 |
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0.003344418740811162,
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511 |
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512 |
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0.003296455907772704,
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513 |
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514 |
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0.003108194909736075,
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515 |
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0.0029911868107439657,
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516 |
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517 |
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0.0028129228838092123,
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518 |
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0.002741228634803769,
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519 |
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0.002683203364137183,
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520 |
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521 |
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0.0025628095696252633,
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522 |
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523 |
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0.0025417784229564396,
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524 |
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525 |
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526 |
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527 |
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0.002452350412657658,
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528 |
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529 |
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530 |
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531 |
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0.00230285546792157,
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532 |
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0.0022674411456928044,
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533 |
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534 |
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0.002243724961989748,
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535 |
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536 |
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537 |
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0.002006381094378887,
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538 |
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539 |
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0.001942940770188612,
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540 |
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0.0018480998602215671,
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541 |
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0.001816831333149135,
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542 |
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543 |
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0.0017547158493657939,
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544 |
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545 |
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546 |
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0.001659850562092792,
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550 |
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551 |
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0.001529285650304065,
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556 |
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557 |
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558 |
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559 |
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560 |
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561 |
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562 |
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564 |
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565 |
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566 |
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567 |
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568 |
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569 |
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570 |
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571 |
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0.0010452112839468204,
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572 |
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0.0010390113340869639,
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573 |
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574 |
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575 |
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577 |
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578 |
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579 |
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0.0009196793932280901,
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580 |
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581 |
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582 |
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583 |
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584 |
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585 |
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586 |
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587 |
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600 |
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609 |
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output/regress/Type_2_Diabetes/significant_genes_condition_Atrial_Fibrillation.json
ADDED
@@ -0,0 +1,78 @@
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|
output/regress/Type_2_Diabetes/significant_genes_condition_Bipolar_disorder.json
ADDED
@@ -0,0 +1,69 @@
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|
output/regress/Type_2_Diabetes/significant_genes_condition_COVID-19.json
ADDED
@@ -0,0 +1,87 @@
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|
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|
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|
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|
11 |
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|
12 |
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"KIF3B",
|
13 |
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|
14 |
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|
15 |
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"CD300A",
|
16 |
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"CFAP44",
|
17 |
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"PICK1",
|
18 |
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"TSIX",
|
19 |
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"DNAJB7",
|
20 |
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"FAM210A",
|
21 |
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"ZNF12",
|
22 |
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"NDUFB9",
|
23 |
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"CLDN17",
|
24 |
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"GAL3ST2"
|
25 |
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26 |
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50 |
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51 |
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|
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|
87 |
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|
output/regress/Type_2_Diabetes/significant_genes_condition_Cardiovascular_Disease.json
ADDED
@@ -0,0 +1,96 @@
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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 |
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{
|
2 |
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"significant_genes": {
|
3 |
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"Variable": [
|
4 |
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"TNFSF9",
|
5 |
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"CFAP44",
|
6 |
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"GPR32",
|
7 |
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|
8 |
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|
9 |
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|
10 |
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|
11 |
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|
12 |
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|
13 |
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|
14 |
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|
15 |
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"C3orf52",
|
16 |
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"ITGB3BP",
|
17 |
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|
18 |
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|
19 |
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|
20 |
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|
21 |
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"CTXN1",
|
22 |
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"FAM25C",
|
23 |
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|
24 |
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"SIGLEC7",
|
25 |
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"KIF3B",
|
26 |
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|
27 |
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|
28 |
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],
|
29 |
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30 |
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52 |
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|
53 |
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|
54 |
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|
55 |
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56 |
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|
57 |
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|
58 |
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"accuracy": 78.18181818181819,
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|
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"f1": 0.634921217902163,
|
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"jaccard": 0.31854432944527394
|
94 |
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}
|
95 |
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}
|
96 |
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}
|
output/regress/Type_2_Diabetes/significant_genes_condition_Chronic_kidney_disease.json
ADDED
@@ -0,0 +1,87 @@
|
|
|
|
|
|
|
|
|
|
|
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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 |
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{
|
2 |
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"significant_genes": {
|
3 |
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"Variable": [
|
4 |
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"TNFSF9",
|
5 |
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"CFAP44",
|
6 |
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|
7 |
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|
8 |
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|
9 |
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|
10 |
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|
11 |
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|
12 |
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|
13 |
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|
14 |
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|
15 |
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|
16 |
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|
17 |
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|
18 |
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|
19 |
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|
20 |
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|
21 |
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|
22 |
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|
23 |
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|
24 |
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|
25 |
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],
|
26 |
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|
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|
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|
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72 |
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73 |
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|
74 |
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|
75 |
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|
76 |
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|
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|
78 |
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|
80 |
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|
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|
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}
|
86 |
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}
|
87 |
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}
|
output/regress/Type_2_Diabetes/significant_genes_condition_Chronic_obstructive_pulmonary_disease_(COPD).json
ADDED
@@ -0,0 +1,84 @@
|
|
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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 |
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{
|
2 |
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"significant_genes": {
|
3 |
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"Variable": [
|
4 |
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"TNFSF9",
|
5 |
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"CFAP44",
|
6 |
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|
7 |
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|
8 |
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|
9 |
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|
10 |
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|
11 |
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|
12 |
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13 |
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|
14 |
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|
15 |
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|
16 |
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|
17 |
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|
18 |
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|
19 |
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|
20 |
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|
21 |
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|
22 |
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|
23 |
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|
24 |
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|
25 |
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|
26 |
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44 |
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|
45 |
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|
46 |
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|
47 |
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|
48 |
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|
49 |
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50 |
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|
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|
71 |
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|
72 |
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|
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|
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|
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}
|
83 |
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|
84 |
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}
|
output/regress/Type_2_Diabetes/significant_genes_condition_Coronary_artery_disease.json
ADDED
@@ -0,0 +1,72 @@
|
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|
|
|
|
|
|
|
|
|
|
|
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|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
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|
3 |
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"Variable": [
|
4 |
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"TNFSF9",
|
5 |
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"RBM11",
|
6 |
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|
7 |
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|
8 |
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|
9 |
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|
10 |
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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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41 |
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56 |
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|
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60 |
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|
63 |
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70 |
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}
|
71 |
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}
|
72 |
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}
|
output/regress/Type_2_Diabetes/significant_genes_condition_Gender.json
ADDED
@@ -0,0 +1,78 @@
|
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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 |
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{
|
2 |
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"significant_genes": {
|
3 |
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"Variable": [
|
4 |
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"TNFSF9",
|
5 |
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"CFAP44",
|
6 |
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"KIF3B",
|
7 |
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"GPR32",
|
8 |
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|
9 |
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|
10 |
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"CRHR1",
|
11 |
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"NUDCD1",
|
12 |
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"OR10H2",
|
13 |
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"AP2S1",
|
14 |
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|
15 |
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|
16 |
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|
17 |
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|
18 |
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|
19 |
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"PLEKHA5",
|
20 |
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"CFAP97",
|
21 |
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"CTXN1"
|
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],
|
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|
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|
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|
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|
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61 |
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62 |
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|
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|
64 |
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|
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|
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|
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|
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|
76 |
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}
|
77 |
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}
|
78 |
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}
|
output/regress/Type_2_Diabetes/significant_genes_condition_Height.json
ADDED
@@ -0,0 +1,90 @@
|
|
|
|
|
|
|
|
|
|
|
|
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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 |
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{
|
2 |
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"significant_genes": {
|
3 |
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"Variable": [
|
4 |
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|
5 |
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|
6 |
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|
7 |
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|
8 |
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|
9 |
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|
10 |
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|
11 |
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|
12 |
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|
13 |
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|
14 |
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|
15 |
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|
16 |
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|
17 |
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|
18 |
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|
19 |
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|
20 |
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|
21 |
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|
22 |
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|
23 |
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|
24 |
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|
25 |
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|
26 |
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|
27 |
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|
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|
50 |
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|
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|
52 |
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|
53 |
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|
54 |
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|
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|
75 |
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|
76 |
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|
77 |
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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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|
87 |
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|
88 |
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}
|
89 |
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}
|
90 |
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}
|
output/regress/Type_2_Diabetes/significant_genes_condition_Hypertension.json
ADDED
@@ -0,0 +1,87 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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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 |
+
"TNFSF9",
|
5 |
+
"GPR32",
|
6 |
+
"CFAP44",
|
7 |
+
"LTBR",
|
8 |
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|
9 |
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|
10 |
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|
11 |
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|
12 |
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|
13 |
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|
14 |
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|
15 |
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|
16 |
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|
17 |
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|
18 |
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|
19 |
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|
20 |
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|
21 |
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|
22 |
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|
23 |
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|
24 |
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"NTM-AS1"
|
25 |
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|
26 |
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|
27 |
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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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50 |
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51 |
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|
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|
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|
75 |
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|
86 |
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|
87 |
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}
|
output/regress/Type_2_Diabetes/significant_genes_condition_Migraine.json
ADDED
@@ -0,0 +1,87 @@
|
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|
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|
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|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
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{
|
2 |
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"significant_genes": {
|
3 |
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"Variable": [
|
4 |
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"TNFSF9",
|
5 |
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"COL25A1",
|
6 |
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"CFAP44",
|
7 |
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|
8 |
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|
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|
10 |
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|
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|
12 |
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|
13 |
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|
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|
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|
16 |
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|
17 |
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|
18 |
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|
19 |
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|
20 |
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|
21 |
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|
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|
23 |
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|
24 |
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|
25 |
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|
26 |
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|
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|
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|
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51 |
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|
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|
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|
75 |
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|
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|
86 |
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}
|
87 |
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}
|
output/regress/Type_2_Diabetes/significant_genes_condition_None.json
ADDED
@@ -0,0 +1,90 @@
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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 |
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{
|
2 |
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"significant_genes": {
|
3 |
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"Variable": [
|
4 |
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|
5 |
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|
6 |
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|
7 |
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|
8 |
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|
9 |
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|
10 |
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|
11 |
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|
12 |
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|
13 |
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|
14 |
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|
15 |
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|
16 |
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|
17 |
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|
18 |
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|
19 |
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|
20 |
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|
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|
22 |
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|
23 |
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|
24 |
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|
25 |
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|
26 |
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|
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|
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|
77 |
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}
|
89 |
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}
|
90 |
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}
|
output/regress/Type_2_Diabetes/significant_genes_condition_Obesity.json
ADDED
@@ -0,0 +1,87 @@
|
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|
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|
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|
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|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
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{
|
2 |
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"significant_genes": {
|
3 |
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"Variable": [
|
4 |
+
"TNFSF9",
|
5 |
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|
6 |
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"MIR574",
|
7 |
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|
8 |
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|
9 |
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|
10 |
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|
11 |
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|
12 |
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|
13 |
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|
14 |
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|
15 |
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|
16 |
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|
17 |
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|
18 |
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|
19 |
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|
20 |
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|
21 |
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|
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|
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|
24 |
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|
25 |
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|
26 |
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|
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|
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|
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|
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|
75 |
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|
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|
87 |
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