Best TWAS P=1.88e-11 · Best GWAS P=1.37e-11 conditioned to 0.00886
# | 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 | ALDH2 | 0.05 | 0.11 | blup | 223 | 0.10 | 1.8e-12 | -5.4 | 5.5 | 3.0e-08 | -0.79 | 0.94 | 0.06 | FALSE |
2 | CommonMind | Brain Pre-frontal Cortex | ATXN2 | 0.02 | 0.03 | enet | 8 | 0.02 | 4.8e-04 | -4.9 | 6.0 | 1.7e-09 | -0.74 | 0.10 | 0.87 | FALSE |
3 | GTEx | Adipose Subcutaneous | HECTD4 | 0.06 | 0.00 | enet | 15 | 0.02 | 1.0e-02 | -5.2 | 5.5 | 4.8e-08 | -0.61 | 0.15 | 0.59 | FALSE |
4 | GTEx | Adipose Subcutaneous | MAPKAPK5-AS1 | 0.08 | 0.01 | enet | 26 | 0.03 | 2.1e-03 | -6.2 | -5.9 | 3.3e-09 | 0.84 | 0.25 | 0.75 | FALSE |
5 | GTEx | Adipose Subcutaneous | AC003029.1 | 0.08 | 0.07 | enet | 30 | 0.05 | 1.2e-04 | -5.1 | -6.0 | 2.1e-09 | 0.82 | 0.62 | 0.38 | FALSE |
6 | GTEx | Adrenal Gland | MAPKAPK5-AS1 | 0.10 | 0.08 | lasso | 12 | 0.03 | 3.0e-02 | -5.4 | -5.4 | 7.3e-08 | 0.77 | 0.39 | 0.35 | FALSE |
7 | GTEx | Adrenal Gland | AC003029.1 | 0.12 | 0.10 | lasso | 13 | 0.07 | 2.0e-03 | -5.4 | -5.4 | 6.5e-08 | 0.77 | 0.48 | 0.41 | FALSE |
8 | GTEx | Artery Aorta | ALDH2 | 0.05 | 0.04 | enet | 33 | 0.05 | 1.3e-03 | -4.2 | 5.5 | 4.6e-08 | -0.71 | 0.51 | 0.22 | FALSE |
9 | GTEx | Artery Aorta | AC003029.1 | 0.07 | 0.01 | lasso | 7 | 0.01 | 5.4e-02 | -6.5 | -6.3 | 2.6e-10 | 0.79 | 0.07 | 0.73 | FALSE |
10 | GTEx | Artery Coronary | MAPKAPK5-AS1 | 0.16 | 0.10 | lasso | 13 | 0.06 | 5.7e-03 | -5.1 | -5.2 | 1.7e-07 | 0.72 | 0.34 | 0.17 | FALSE |
11 | GTEx | Artery Tibial | ALDH2 | 0.08 | 0.09 | lasso | 2 | 0.07 | 2.7e-06 | -5.2 | 5.4 | 7.0e-08 | -0.76 | 0.86 | 0.11 | FALSE |
12 | GTEx | Artery Tibial | HECTD4 | 0.05 | 0.02 | lasso | 3 | 0.01 | 3.1e-02 | 6.0 | 6.6 | 4.4e-11 | -0.60 | 0.06 | 0.68 | FALSE |
13 | GTEx | Breast Mammary Tissue | HECTD4 | 0.06 | 0.08 | lasso | 1 | 0.07 | 1.6e-04 | -5.1 | 5.1 | 3.1e-07 | -0.73 | 0.19 | 0.52 | FALSE |
14 | GTEx | Cells Transformed fibroblasts | AC003029.1 | 0.06 | 0.05 | lasso | 1 | 0.03 | 2.1e-03 | -5.1 | -5.1 | 3.1e-07 | 0.73 | 0.58 | 0.14 | FALSE |
15 | GTEx | Colon Transverse | MAPKAPK5-AS1 | 0.16 | 0.09 | lasso | 13 | 0.06 | 7.1e-04 | -5.1 | -5.4 | 6.8e-08 | 0.75 | 0.79 | 0.05 | FALSE |
16 | GTEx | Colon Transverse | AC003029.1 | 0.15 | 0.09 | lasso | 12 | 0.07 | 2.1e-04 | -5.1 | -5.4 | 8.4e-08 | 0.75 | 0.78 | 0.05 | FALSE |
17 | GTEx | Esophagus Gastroesophageal Junction | AC003029.1 | 0.06 | 0.03 | lasso | 3 | 0.04 | 1.9e-02 | -5.4 | -5.6 | 2.1e-08 | 0.75 | 0.06 | 0.62 | FALSE |
18 | GTEx | Esophagus Mucosa | ALDH2 | 0.05 | 0.06 | lasso | 6 | 0.07 | 1.7e-05 | -5.4 | 5.8 | 7.7e-09 | -0.81 | 0.43 | 0.55 | FALSE |
19 | GTEx | Esophagus Muscularis | HECTD4 | 0.06 | 0.03 | lasso | 4 | 0.02 | 1.8e-02 | -5.4 | 6.0 | 2.3e-09 | -0.82 | 0.12 | 0.80 | FALSE |
20 | GTEx | Esophagus Muscularis | MAPKAPK5-AS1 | 0.04 | 0.02 | enet | 7 | 0.02 | 2.7e-02 | -5.5 | -5.4 | 5.6e-08 | 0.77 | 0.23 | 0.36 | FALSE |
21 | GTEx | Lung | ALDH2 | 0.07 | 0.01 | lasso | 10 | 0.02 | 5.9e-03 | -5.8 | 5.6 | 1.6e-08 | -0.75 | 0.25 | 0.37 | FALSE |
22 | GTEx | Nerve Tibial | ALDH2 | 0.05 | 0.04 | lasso | 3 | 0.05 | 2.4e-04 | -5.4 | 5.4 | 6.1e-08 | -0.77 | 0.58 | 0.25 | FALSE |
23 | GTEx | Nerve Tibial | HECTD4 | 0.05 | 0.01 | enet | 6 | 0.01 | 3.6e-02 | -6.1 | 6.0 | 1.8e-09 | -0.77 | 0.04 | 0.90 | FALSE |
24 | GTEx | Pituitary | RP3-462E2.5 | 0.15 | 0.12 | lasso | 3 | 0.14 | 2.3e-04 | -5.2 | 5.9 | 3.4e-09 | -0.83 | 0.14 | 0.44 | FALSE |
25 | GTEx | Skin Not Sun Exposed Suprapubic | ALDH2 | 0.13 | 0.18 | lasso | 9 | 0.16 | 5.0e-09 | -5.1 | 5.5 | 3.1e-08 | -0.77 | 0.83 | 0.17 | FALSE |
26 | GTEx | Skin Not Sun Exposed Suprapubic | MAPKAPK5-AS1 | 0.04 | 0.00 | enet | 30 | 0.00 | 7.0e-01 | -5.1 | -5.4 | 7.2e-08 | 0.76 | 0.17 | 0.30 | FALSE |
27 | GTEx | Skin Sun Exposed Lower leg | ALDH2 | 0.10 | 0.09 | enet | 13 | 0.13 | 6.7e-11 | -5.4 | 6.6 | 3.3e-11 | -0.85 | 0.56 | 0.44 | FALSE |
28 | GTEx | Skin Sun Exposed Lower leg | MAPKAPK5-AS1 | 0.09 | 0.10 | lasso | 4 | 0.10 | 1.1e-08 | -5.1 | -5.3 | 1.4e-07 | 0.76 | 0.96 | 0.04 | FALSE |
29 | GTEx | Skin Sun Exposed Lower leg | AC003029.1 | 0.09 | 0.10 | lasso | 2 | 0.10 | 8.8e-09 | -5.5 | -5.4 | 6.5e-08 | 0.76 | 0.95 | 0.05 | FALSE |
30 | GTEx | Stomach | TMEM116 | 0.13 | 0.03 | lasso | 7 | 0.03 | 1.6e-02 | -2.7 | -5.3 | 1.5e-07 | 0.73 | 0.05 | 0.33 | FALSE |
31 | GTEx | Testis | MAPKAPK5 | 0.23 | 0.12 | lasso | 5 | 0.15 | 3.1e-07 | -4.2 | 5.3 | 1.2e-07 | -0.65 | 0.87 | 0.06 | FALSE |
32 | GTEx | Testis | BRAP | 0.06 | 0.03 | enet | 13 | 0.01 | 8.7e-02 | -5.4 | -5.7 | 1.2e-08 | 0.81 | 0.25 | 0.47 | FALSE |
33 | GTEx | Testis | MAPKAPK5-AS1 | 0.07 | 0.04 | lasso | 1 | 0.03 | 1.3e-02 | -5.1 | -5.1 | 2.8e-07 | 0.74 | 0.18 | 0.19 | FALSE |
34 | GTEx | Thyroid | BRAP | 0.07 | 0.02 | lasso | 7 | 0.03 | 1.1e-03 | -6.2 | -6.6 | 3.6e-11 | 0.86 | 0.20 | 0.69 | FALSE |
35 | GTEx | Thyroid | ALDH2 | 0.06 | 0.04 | lasso | 4 | 0.05 | 9.7e-05 | -6.5 | 6.0 | 2.0e-09 | -0.81 | 0.10 | 0.90 | FALSE |
36 | GTEx | Thyroid | MAPKAPK5-AS1 | 0.04 | 0.04 | lasso | 2 | 0.03 | 1.5e-03 | -5.1 | -5.1 | 2.9e-07 | 0.73 | 0.47 | 0.26 | FALSE |
37 | GTEx | Thyroid | AC003029.1 | 0.04 | 0.05 | lasso | 3 | 0.04 | 8.3e-04 | -5.1 | -5.3 | 1.1e-07 | 0.75 | 0.42 | 0.49 | FALSE |
38 | YFS | Blood | SH2B3 | 0.05 | 0.01 | enet | 22 | 0.02 | 3.3e-07 | -6.2 | 6.7 | 1.9e-11 | -0.75 | 0.04 | 0.96 | TRUE |
39 | The Cancer Genome Atlas | Colon Adenocarcinoma | ALDH2 | 0.07 | 0.03 | lasso | 4 | 0.06 | 3.9e-04 | -4.1 | 5.8 | 6.4e-09 | -0.72 | 0.04 | 0.78 | FALSE |
40 | The Cancer Genome Atlas | Brain Lower Grade Glioma | ACAD10 | 0.02 | 0.02 | lasso | 3 | 0.01 | 7.0e-03 | -5.6 | -5.7 | 1.4e-08 | 0.74 | 0.02 | 0.74 | FALSE |
41 | The Cancer Genome Atlas | Brain Lower Grade Glioma | ALDH2 | 0.03 | 0.03 | lasso | 1 | 0.03 | 3.1e-04 | -5.4 | 5.4 | 8.6e-08 | -0.75 | 0.02 | 0.66 | FALSE |
42 | The Cancer Genome Atlas | Brain Lower Grade Glioma | MAPKAPK5 | 0.03 | 0.01 | blup | 42 | 0.01 | 2.5e-02 | -4.2 | 5.3 | 9.6e-08 | -0.72 | 0.05 | 0.44 | FALSE |
43 | The Cancer Genome Atlas | Pheochromocytoma and Paraganglioma | ERP29 | 0.11 | 0.03 | blup | 25 | 0.05 | 5.0e-03 | -5.4 | -6.2 | 7.2e-10 | 0.74 | 0.02 | 0.61 | FALSE |