Best TWAS P=6.53e-11 · Best GWAS P=3.72e-09 conditioned to 0.227
# | Study | Tissue | Gene | h2 | eQTL R2 | model | # weights | model R2 | model R2 P | eQTL GWAS Z | TWAS Z | TWAS P | Top SNP corr | PP3 | PP4 | joint |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
1 | CommonMind | Brain Pre-frontal Cortex | ALMS1P | 0.17 | 0.22 | enet | 18 | 0.23 | 1.6e-27 | -5.0 | -5.4 | 6.5e-08 | 0.79 | 0.27 | 0.73 | FALSE |
2 | CommonMind | Brain Pre-frontal Cortex | FBXO41 | 0.08 | 0.03 | blup | 281 | 0.03 | 1.5e-04 | -4.8 | -6.5 | 6.5e-11 | 0.40 | 0.32 | 0.66 | TRUE |
3 | CommonMind | Brain Pre-frontal Cortex | NAT8 | 0.09 | 0.12 | blup | 348 | 0.13 | 6.4e-16 | -5.9 | -5.3 | 9.6e-08 | 0.89 | 0.02 | 0.98 | FALSE |
4 | CommonMind | Brain Pre-frontal Cortex | TPRKB | 0.07 | 0.09 | lasso | 3 | 0.10 | 9.7e-13 | -5.7 | 5.4 | 7.3e-08 | -0.89 | 0.07 | 0.93 | FALSE |
5 | GTEx | Artery Tibial | TPRKB | 0.11 | 0.11 | lasso | 3 | 0.13 | 4.5e-10 | -4.8 | 5.6 | 2.5e-08 | -0.86 | 0.44 | 0.56 | FALSE |
6 | GTEx | Cells Transformed fibroblasts | ALMS1 | 0.10 | 0.05 | lasso | 1 | 0.03 | 5.1e-03 | -5.5 | -5.5 | 2.9e-08 | 0.97 | 0.04 | 0.86 | FALSE |
7 | GTEx | Esophagus Mucosa | PRADC1 | 0.13 | 0.04 | enet | 10 | 0.05 | 2.1e-04 | -5.2 | 5.1 | 3.1e-07 | -0.26 | 0.29 | 0.60 | FALSE |
8 | GTEx | Esophagus Muscularis | PRADC1 | 0.20 | 0.14 | enet | 11 | 0.10 | 1.7e-06 | -4.7 | 5.5 | 3.4e-08 | -0.23 | 0.29 | 0.71 | FALSE |
9 | GTEx | Heart Left Ventricle | PRADC1 | 0.16 | 0.09 | enet | 14 | 0.11 | 1.7e-06 | -5.4 | 5.4 | 8.6e-08 | -0.21 | 0.28 | 0.70 | FALSE |
10 | GTEx | Muscle Skeletal | PRADC1 | 0.09 | 0.03 | lasso | 3 | 0.06 | 3.0e-06 | -4.7 | 5.3 | 1.1e-07 | -0.30 | 0.33 | 0.66 | FALSE |
11 | GTEx | Pancreas | ALMS1 | 0.12 | 0.12 | lasso | 1 | 0.06 | 1.3e-03 | -5.5 | -5.5 | 2.9e-08 | 0.97 | 0.05 | 0.88 | FALSE |
12 | NTR | Blood | ALMS1 | 0.04 | 0.04 | lasso | 4 | 0.04 | 1.2e-12 | -5.5 | -5.2 | 2.1e-07 | 0.91 | 0.04 | 0.96 | FALSE |
13 | YFS | Blood | ALMS1 | 0.07 | 0.09 | lasso | 14 | 0.09 | 3.4e-29 | -5.0 | -5.6 | 2.8e-08 | 0.89 | 0.33 | 0.66 | FALSE |
14 | The Cancer Genome Atlas | Bladder Urothelial Carcinoma | ALMS1P | 0.14 | 0.09 | lasso | 3 | 0.08 | 1.4e-07 | -5.1 | -5.6 | 2.5e-08 | 0.86 | 0.00 | 1.00 | FALSE |
15 | The Cancer Genome Atlas | Cervical Squamous Cell Carcinoma | ALMS1P | 0.16 | 0.10 | enet | 6 | 0.11 | 6.6e-06 | -5.3 | -5.7 | 1.6e-08 | 0.69 | 0.00 | 0.99 | FALSE |
16 | The Cancer Genome Atlas | Colon Adenocarcinoma | ALMS1P | 0.08 | 0.04 | blup | 42 | 0.05 | 5.3e-04 | -5.1 | -5.6 | 2.0e-08 | 0.84 | 0.01 | 0.98 | FALSE |
17 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | TPRKB | 0.18 | 0.07 | enet | 6 | 0.09 | 5.8e-10 | -4.4 | 5.5 | 4.9e-08 | -0.75 | 0.05 | 0.92 | TRUE |
18 | The Cancer Genome Atlas | Kidney Renal Papillary Cell Carcinoma | ALMS1P | 0.12 | 0.04 | enet | 7 | 0.06 | 2.6e-04 | -5.1 | -5.8 | 6.2e-09 | 0.87 | 0.01 | 0.93 | FALSE |
19 | The Cancer Genome Atlas | Brain Lower Grade Glioma | ALMS1P | 0.18 | 0.09 | lasso | 3 | 0.08 | 5.6e-09 | -5.1 | -5.2 | 1.8e-07 | 0.84 | 0.00 | 1.00 | FALSE |
20 | The Cancer Genome Atlas | Brain Lower Grade Glioma | NAT8 | 0.05 | 0.01 | blup | 30 | 0.03 | 2.5e-04 | -5.1 | -5.5 | 4.9e-08 | 0.80 | 0.01 | 0.98 | FALSE |
21 | The Cancer Genome Atlas | Lung Adenocarcinoma | ALMS1 | 0.04 | 0.03 | blup | 86 | 0.03 | 7.1e-05 | -5.5 | -5.2 | 2.2e-07 | 0.95 | 0.04 | 0.95 | FALSE |
22 | The Cancer Genome Atlas | Lung Adenocarcinoma | ALMS1P | 0.09 | 0.07 | lasso | 3 | 0.06 | 6.2e-08 | -5.3 | -5.3 | 1.0e-07 | 0.79 | 0.00 | 1.00 | FALSE |
23 | The Cancer Genome Atlas | Lung Squamous Cell Carcinoma | ALMS1 | 0.03 | 0.01 | blup | 86 | 0.02 | 6.5e-03 | -5.5 | -5.6 | 1.6e-08 | 0.93 | 0.05 | 0.88 | FALSE |
24 | The Cancer Genome Atlas | Lung Squamous Cell Carcinoma | ALMS1P | 0.14 | 0.12 | lasso | 2 | 0.13 | 2.9e-14 | -5.3 | -5.2 | 1.9e-07 | 0.75 | 0.00 | 1.00 | FALSE |
25 | The Cancer Genome Atlas | Lung Squamous Cell Carcinoma | NAT8 | 0.04 | 0.05 | lasso | 1 | 0.04 | 9.2e-06 | -5.3 | -5.3 | 9.5e-08 | 0.79 | 0.00 | 0.99 | FALSE |
26 | The Cancer Genome Atlas | Ovarian Serous Cystadenocarcinoma | ALMS1P | 0.09 | 0.07 | lasso | 2 | 0.07 | 2.9e-05 | -5.1 | -5.1 | 2.9e-07 | 0.81 | 0.00 | 0.99 | FALSE |
27 | The Cancer Genome Atlas | Ovarian Serous Cystadenocarcinoma | TPRKB | 0.08 | 0.08 | blup | 30 | 0.09 | 7.8e-07 | -4.4 | 5.3 | 1.5e-07 | -0.78 | 0.02 | 0.95 | FALSE |
28 | The Cancer Genome Atlas | Pheochromocytoma and Paraganglioma | ALMS1P | 0.21 | 0.11 | blup | 42 | 0.13 | 9.1e-06 | -5.3 | -5.2 | 2.2e-07 | 0.70 | 0.00 | 0.99 | FALSE |
29 | The Cancer Genome Atlas | Pheochromocytoma and Paraganglioma | TPRKB | 0.22 | 0.12 | blup | 30 | 0.14 | 4.7e-06 | -4.7 | 5.4 | 7.1e-08 | -0.77 | 0.02 | 0.95 | FALSE |
30 | The Cancer Genome Atlas | Soft Tissue Sarcoma | NAT8 | 0.07 | 0.06 | blup | 30 | 0.05 | 4.2e-04 | -5.0 | -5.2 | 1.6e-07 | 0.82 | 0.01 | 0.92 | FALSE |
31 | The Cancer Genome Atlas | Stomach Adenocarcinoma | ALMS1 | 0.07 | 0.06 | blup | 92 | 0.04 | 5.7e-04 | -5.9 | -5.7 | 1.2e-08 | 0.98 | 0.01 | 0.97 | FALSE |