Best TWAS P=2.97e-19 · Best GWAS P=1.64e-27 conditioned to 2.86e-11
# | 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 | -5.2 | 6.2 | 7.1e-10 | 0.42 | 1.00 | 0.00 | FALSE |
2 | CommonMind | Brain Pre-frontal Cortex | ATXN2 | 0.02 | 0.03 | enet | 8 | 0.02 | 4.8e-04 | -6.0 | 8.2 | 1.9e-16 | 0.56 | 0.27 | 0.63 | FALSE |
3 | GTEx | Adipose Subcutaneous | HECTD4 | 0.06 | 0.00 | enet | 15 | 0.02 | 1.0e-02 | -5.3 | 6.5 | 7.1e-11 | 0.65 | 0.06 | 0.83 | FALSE |
4 | GTEx | Adipose Subcutaneous | MAPKAPK5-AS1 | 0.08 | 0.01 | enet | 26 | 0.03 | 2.1e-03 | -6.6 | -6.3 | 2.6e-10 | -0.44 | 0.98 | 0.01 | FALSE |
5 | GTEx | Adipose Subcutaneous | AC003029.1 | 0.08 | 0.07 | enet | 30 | 0.05 | 1.2e-04 | -5.4 | -6.7 | 2.4e-11 | -0.47 | 1.00 | 0.00 | FALSE |
6 | GTEx | Adipose Visceral Omentum | RP3-462E2.5 | 0.15 | 0.07 | enet | 8 | 0.07 | 1.0e-04 | -5.3 | 6.0 | 2.0e-09 | 0.28 | 0.62 | 0.12 | FALSE |
7 | GTEx | Adrenal Gland | MAPKAPK5-AS1 | 0.10 | 0.08 | lasso | 12 | 0.03 | 3.0e-02 | -5.3 | -5.4 | 5.6e-08 | -0.39 | 0.56 | 0.06 | FALSE |
8 | GTEx | Adrenal Gland | AC003029.1 | 0.12 | 0.10 | lasso | 13 | 0.07 | 2.0e-03 | -5.3 | -5.4 | 7.1e-08 | -0.39 | 0.80 | 0.04 | FALSE |
9 | GTEx | Artery Aorta | AC003029.1 | 0.07 | 0.01 | lasso | 7 | 0.01 | 5.4e-02 | -6.5 | -5.6 | 2.6e-08 | -0.43 | 0.20 | 0.25 | FALSE |
10 | GTEx | Artery Tibial | ALDH2 | 0.08 | 0.09 | lasso | 2 | 0.07 | 2.7e-06 | -5.3 | 5.4 | 5.8e-08 | 0.41 | 0.94 | 0.02 | FALSE |
11 | GTEx | Artery Tibial | HECTD4 | 0.05 | 0.02 | lasso | 3 | 0.01 | 3.1e-02 | 8.0 | 7.4 | 1.6e-13 | 0.78 | 0.01 | 0.92 | FALSE |
12 | GTEx | Artery Tibial | MAPKAPK5-AS1 | 0.07 | 0.05 | lasso | 11 | 0.05 | 9.7e-05 | -4.6 | -5.2 | 2.2e-07 | -0.33 | 0.76 | 0.02 | FALSE |
13 | GTEx | Artery Tibial | AC003029.1 | 0.05 | 0.04 | lasso | 12 | 0.03 | 3.6e-03 | -5.4 | -5.4 | 5.4e-08 | -0.38 | 0.58 | 0.04 | FALSE |
14 | GTEx | Brain Cerebellum | NAA25 | 0.12 | -0.01 | lasso | 12 | 0.00 | 3.0e-01 | -4.6 | -5.4 | 8.0e-08 | -0.34 | 0.12 | 0.07 | FALSE |
15 | GTEx | Brain Frontal Cortex BA9 | ALDH2 | 0.33 | 0.04 | enet | 24 | 0.09 | 2.0e-03 | -6.7 | 5.5 | 3.0e-08 | 0.33 | 0.09 | 0.08 | FALSE |
16 | GTEx | Brain Frontal Cortex BA9 | TMEM116 | 0.10 | 0.09 | lasso | 7 | 0.18 | 1.9e-05 | -5.2 | -5.7 | 1.4e-08 | -0.36 | 0.38 | 0.04 | FALSE |
17 | GTEx | Brain Putamen basal ganglia | ALDH2 | 0.12 | 0.00 | lasso | 14 | 0.02 | 1.3e-01 | -6.7 | 6.2 | 5.8e-10 | 0.39 | 0.16 | 0.14 | FALSE |
18 | GTEx | Breast Mammary Tissue | HECTD4 | 0.06 | 0.08 | lasso | 1 | 0.07 | 1.6e-04 | -5.3 | 5.3 | 1.1e-07 | 0.38 | 0.32 | 0.19 | FALSE |
19 | GTEx | Cells Transformed fibroblasts | HECTD4 | 0.04 | 0.01 | lasso | 5 | 0.00 | 4.5e-01 | -4.8 | 5.6 | 2.1e-08 | 0.35 | 0.22 | 0.04 | FALSE |
20 | GTEx | Cells Transformed fibroblasts | MAPKAPK5-AS1 | 0.06 | 0.04 | lasso | 12 | 0.02 | 9.5e-03 | -5.3 | -5.4 | 7.3e-08 | -0.38 | 0.53 | 0.03 | FALSE |
21 | GTEx | Cells Transformed fibroblasts | AC003029.1 | 0.06 | 0.05 | lasso | 1 | 0.03 | 2.1e-03 | -5.3 | -5.3 | 1.1e-07 | -0.38 | 0.66 | 0.02 | FALSE |
22 | GTEx | Colon Sigmoid | MAPKAPK5-AS1 | 0.17 | 0.05 | lasso | 15 | 0.07 | 1.5e-03 | -5.3 | -5.6 | 2.7e-08 | -0.37 | 0.51 | 0.06 | FALSE |
23 | GTEx | Colon Sigmoid | AC003029.1 | 0.17 | 0.08 | lasso | 14 | 0.09 | 3.8e-04 | -5.3 | -5.5 | 3.7e-08 | -0.35 | 0.60 | 0.07 | FALSE |
24 | GTEx | Colon Transverse | FAM109A | 0.21 | 0.00 | lasso | 4 | 0.01 | 1.3e-01 | -6.4 | 5.9 | 2.7e-09 | 0.41 | 0.06 | 0.06 | FALSE |
25 | GTEx | Esophagus Mucosa | ALDH2 | 0.05 | 0.06 | lasso | 6 | 0.07 | 1.7e-05 | -5.3 | 5.4 | 5.6e-08 | 0.43 | 0.93 | 0.04 | FALSE |
26 | GTEx | Esophagus Muscularis | HECTD4 | 0.06 | 0.03 | lasso | 4 | 0.02 | 1.8e-02 | -5.3 | 5.3 | 1.1e-07 | 0.41 | 0.57 | 0.07 | FALSE |
27 | GTEx | Esophagus Muscularis | MAPKAPK5-AS1 | 0.04 | 0.02 | enet | 7 | 0.02 | 2.7e-02 | -5.2 | -5.2 | 1.5e-07 | -0.39 | 0.35 | 0.03 | FALSE |
28 | GTEx | Esophagus Muscularis | RP3-462E2.5 | 0.06 | 0.04 | lasso | 14 | 0.03 | 4.6e-03 | -4.6 | 5.4 | 5.3e-08 | 0.32 | 0.75 | 0.02 | FALSE |
29 | GTEx | Nerve Tibial | ALDH2 | 0.05 | 0.04 | lasso | 3 | 0.05 | 2.4e-04 | -5.3 | 5.3 | 1.3e-07 | 0.39 | 0.76 | 0.02 | FALSE |
30 | GTEx | Nerve Tibial | FAM109A | 0.26 | 0.06 | lasso | 4 | 0.07 | 9.5e-06 | -6.7 | 6.0 | 2.3e-09 | 0.25 | 0.31 | 0.03 | FALSE |
31 | GTEx | Nerve Tibial | AC003029.1 | 0.04 | 0.00 | lasso | 23 | 0.00 | 4.2e-01 | -4.6 | -5.5 | 3.7e-08 | -0.38 | 0.18 | 0.05 | FALSE |
32 | GTEx | Pituitary | ADAM1A | 0.18 | 0.22 | enet | 42 | 0.20 | 9.6e-06 | -4.7 | 6.0 | 2.1e-09 | 0.35 | 0.81 | 0.03 | FALSE |
33 | GTEx | Pituitary | RP3-462E2.5 | 0.15 | 0.12 | lasso | 3 | 0.14 | 2.3e-04 | -5.3 | 6.2 | 5.1e-10 | 0.43 | 0.23 | 0.05 | FALSE |
34 | GTEx | Prostate | ADAM1A | 0.30 | 0.11 | lasso | 16 | 0.12 | 5.4e-04 | -4.5 | 5.4 | 6.9e-08 | 0.34 | 0.49 | 0.22 | FALSE |
35 | GTEx | Prostate | RP3-462E2.5 | 0.22 | 0.10 | lasso | 4 | 0.13 | 4.4e-04 | -4.6 | 5.3 | 1.3e-07 | 0.23 | 0.08 | 0.05 | FALSE |
36 | GTEx | Skin Not Sun Exposed Suprapubic | ALDH2 | 0.13 | 0.18 | lasso | 9 | 0.16 | 5.0e-09 | -5.3 | 5.7 | 9.4e-09 | 0.40 | 1.00 | 0.00 | FALSE |
37 | GTEx | Skin Not Sun Exposed Suprapubic | MAPKAPK5-AS1 | 0.04 | 0.00 | enet | 30 | 0.00 | 7.0e-01 | -5.4 | -6.5 | 8.3e-11 | -0.53 | 0.21 | 0.16 | FALSE |
38 | GTEx | Skin Sun Exposed Lower leg | ALDH2 | 0.10 | 0.09 | enet | 13 | 0.13 | 6.7e-11 | -5.2 | 7.0 | 2.8e-12 | 0.62 | 0.98 | 0.02 | FALSE |
39 | GTEx | Skin Sun Exposed Lower leg | MAPKAPK5-AS1 | 0.09 | 0.10 | lasso | 4 | 0.10 | 1.1e-08 | -5.4 | -5.4 | 5.4e-08 | -0.39 | 1.00 | 0.00 | FALSE |
40 | GTEx | Skin Sun Exposed Lower leg | AC003029.1 | 0.09 | 0.10 | lasso | 2 | 0.10 | 8.8e-09 | -5.3 | -5.4 | 6.7e-08 | -0.39 | 1.00 | 0.00 | FALSE |
41 | GTEx | Stomach | TMEM116 | 0.13 | 0.03 | lasso | 7 | 0.03 | 1.6e-02 | -4.6 | -6.6 | 4.9e-11 | -0.46 | 0.07 | 0.15 | FALSE |
42 | GTEx | Testis | BRAP | 0.06 | 0.03 | enet | 13 | 0.01 | 8.7e-02 | -5.3 | -5.5 | 3.5e-08 | -0.41 | 0.43 | 0.08 | FALSE |
43 | GTEx | Testis | MAPKAPK5-AS1 | 0.07 | 0.04 | lasso | 1 | 0.03 | 1.3e-02 | -5.4 | -5.4 | 5.5e-08 | -0.38 | 0.19 | 0.14 | FALSE |
44 | GTEx | Testis | AC003029.1 | 0.10 | 0.10 | lasso | 14 | 0.09 | 5.8e-05 | -5.4 | -5.5 | 3.7e-08 | -0.38 | 0.64 | 0.12 | FALSE |
45 | GTEx | Thyroid | BRAP | 0.07 | 0.02 | lasso | 7 | 0.03 | 1.1e-03 | -6.6 | -6.1 | 1.1e-09 | -0.54 | 0.37 | 0.41 | FALSE |
46 | GTEx | Thyroid | ALDH2 | 0.06 | 0.04 | lasso | 4 | 0.05 | 9.7e-05 | -6.5 | 6.9 | 3.9e-12 | 0.47 | 0.88 | 0.07 | FALSE |
47 | GTEx | Thyroid | MAPKAPK5-AS1 | 0.04 | 0.04 | lasso | 2 | 0.03 | 1.5e-03 | -5.3 | -5.3 | 1.0e-07 | -0.38 | 0.62 | 0.02 | FALSE |
48 | GTEx | Thyroid | AC003029.1 | 0.04 | 0.05 | lasso | 3 | 0.04 | 8.3e-04 | -5.3 | -5.4 | 7.5e-08 | -0.39 | 0.81 | 0.04 | FALSE |
49 | YFS | Blood | ATXN2 | 0.05 | 0.02 | blup | 257 | 0.04 | 2.8e-12 | -5.3 | -5.9 | 3.1e-09 | -0.28 | 1.00 | 0.00 | FALSE |
50 | YFS | Blood | SH2B3 | 0.05 | 0.01 | enet | 22 | 0.02 | 3.3e-07 | -6.6 | 9.0 | 3.0e-19 | 0.64 | 0.69 | 0.31 | TRUE |
51 | The Cancer Genome Atlas | Breast Invasive Carcinoma | C12orf47 | 0.01 | 0.01 | blup | 31 | 0.01 | 7.3e-03 | -5.4 | -5.3 | 1.5e-07 | -0.38 | 0.02 | 0.81 | FALSE |
52 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | ALDH2 | 0.10 | 0.00 | enet | 6 | 0.00 | 2.6e-01 | 4.8 | 5.3 | 9.7e-08 | 0.22 | 0.01 | 0.21 | FALSE |
53 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | C12orf47 | 0.07 | 0.04 | lasso | 2 | 0.03 | 1.0e-04 | -5.5 | -5.7 | 1.2e-08 | -0.36 | 0.01 | 0.98 | FALSE |
54 | The Cancer Genome Atlas | Kidney Renal Papillary Cell Carcinoma | TMEM116 | 0.04 | 0.04 | enet | 13 | 0.04 | 2.7e-03 | -4.6 | -5.3 | 1.0e-07 | -0.31 | 0.05 | 0.12 | FALSE |
55 | The Cancer Genome Atlas | Brain Lower Grade Glioma | ALDH2 | 0.03 | 0.03 | lasso | 1 | 0.03 | 3.1e-04 | -5.2 | 5.2 | 1.7e-07 | 0.38 | 0.02 | 0.75 | FALSE |
56 | The Cancer Genome Atlas | Brain Lower Grade Glioma | TMEM116 | 0.03 | 0.03 | blup | 43 | 0.03 | 8.0e-05 | -4.5 | -6.0 | 1.6e-09 | -0.43 | 0.52 | 0.21 | FALSE |
57 | The Cancer Genome Atlas | Liver Hepatocellular Carcinoma | TMEM116 | 0.04 | 0.02 | blup | 43 | 0.02 | 3.5e-02 | -4.6 | -5.7 | 1.0e-08 | -0.39 | 0.03 | 0.12 | FALSE |
58 | The Cancer Genome Atlas | Pancreatic Adenocarcinoma | TMEM116 | 0.12 | 0.07 | blup | 43 | 0.10 | 7.6e-05 | -4.6 | -5.3 | 9.8e-08 | -0.37 | 0.36 | 0.21 | FALSE |
59 | The Cancer Genome Atlas | Pheochromocytoma and Paraganglioma | ALDH2 | 0.08 | 0.08 | blup | 32 | 0.09 | 2.3e-04 | -5.3 | 5.3 | 1.5e-07 | 0.37 | 0.02 | 0.94 | FALSE |
60 | The Cancer Genome Atlas | Pheochromocytoma and Paraganglioma | ERP29 | 0.11 | 0.03 | blup | 25 | 0.05 | 5.0e-03 | -5.4 | -7.1 | 1.2e-12 | -0.60 | 0.01 | 0.75 | FALSE |
61 | The Cancer Genome Atlas | Prostate Adenocarcinoma | ALDH2 | 0.02 | 0.02 | blup | 31 | 0.01 | 1.2e-02 | -5.3 | 5.2 | 1.8e-07 | 0.35 | 0.01 | 0.75 | FALSE |