Best TWAS P=3.67e-10 · Best GWAS P=8.05e-10 conditioned to 1
# | 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 | GTEx | Adipose Subcutaneous | ALKBH5 | 0.19 | 0.18 | lasso | 2 | 0.17 | 1.0e-13 | -5.1 | -5.1 | 3.0e-07 | 0.87 | 0.44 | 0.56 | FALSE |
2 | GTEx | Adipose Subcutaneous | TOP3A | 0.12 | 0.03 | lasso | 3 | 0.03 | 1.1e-03 | -4.3 | 5.3 | 8.6e-08 | -0.68 | 0.11 | 0.74 | FALSE |
3 | GTEx | Adipose Visceral Omentum | RP11-258F1.1 | 0.08 | 0.02 | lasso | 2 | 0.03 | 1.3e-02 | -5.3 | -5.3 | 1.4e-07 | 0.87 | 0.10 | 0.56 | FALSE |
4 | GTEx | Artery Aorta | ALKBH5 | 0.08 | 0.05 | lasso | 7 | 0.06 | 5.2e-04 | -5.5 | -5.9 | 3.8e-09 | 0.81 | 0.02 | 0.94 | FALSE |
5 | GTEx | Artery Aorta | TOP3A | 0.13 | 0.11 | enet | 8 | 0.15 | 1.8e-08 | -5.6 | 5.5 | 2.8e-08 | -0.72 | 0.05 | 0.95 | FALSE |
6 | GTEx | Artery Aorta | RP11-258F1.1 | 0.11 | 0.12 | lasso | 5 | 0.10 | 4.7e-06 | -5.1 | -5.6 | 2.2e-08 | 0.89 | 0.10 | 0.89 | FALSE |
7 | GTEx | Artery Coronary | CCDC144B | 0.14 | 0.02 | lasso | 5 | 0.02 | 5.2e-02 | 4.6 | -5.8 | 8.9e-09 | 0.80 | 0.04 | 0.66 | FALSE |
8 | GTEx | Artery Coronary | TOP3A | 0.27 | 0.19 | lasso | 6 | 0.16 | 6.8e-06 | -5.7 | 6.1 | 1.2e-09 | -0.82 | 0.02 | 0.97 | FALSE |
9 | GTEx | Artery Tibial | ALKBH5 | 0.17 | 0.16 | lasso | 5 | 0.15 | 4.8e-12 | -5.1 | -5.2 | 2.0e-07 | 0.88 | 0.40 | 0.60 | FALSE |
10 | GTEx | Artery Tibial | CCDC144B | 0.11 | 0.07 | lasso | 7 | 0.07 | 6.2e-06 | -5.5 | -5.5 | 3.7e-08 | 0.65 | 0.08 | 0.84 | FALSE |
11 | GTEx | Artery Tibial | TOP3A | 0.09 | 0.04 | lasso | 5 | 0.04 | 4.4e-04 | -5.7 | 5.4 | 5.9e-08 | -0.70 | 0.04 | 0.95 | FALSE |
12 | GTEx | Breast Mammary Tissue (Male) | CCDC144B | 0.07 | 0.01 | lasso | 3 | 0.02 | 9.9e-02 | -5.7 | -5.7 | 1.5e-08 | 0.74 | 0.02 | 0.32 | FALSE |
13 | GTEx | Breast Mammary Tissue (Female) | ALKBH5 | 0.12 | 0.08 | lasso | 3 | 0.08 | 2.3e-03 | -5.1 | -5.1 | 2.7e-07 | 0.87 | 0.11 | 0.39 | FALSE |
14 | GTEx | Colon Transverse | ALKBH5 | 0.16 | 0.08 | lasso | 4 | 0.07 | 3.4e-04 | -5.1 | -5.7 | 1.3e-08 | 0.88 | 0.04 | 0.89 | FALSE |
15 | GTEx | Colon Transverse | TOP3A | 0.11 | 0.04 | lasso | 5 | 0.07 | 3.5e-04 | -5.1 | 5.8 | 6.4e-09 | -0.90 | 0.02 | 0.97 | FALSE |
16 | GTEx | Esophagus Gastroesophageal Junction | SHMT1 | 0.15 | 0.00 | lasso | 4 | 0.00 | 2.5e-01 | 3.2 | -5.3 | 1.4e-07 | 0.81 | 0.03 | 0.70 | FALSE |
17 | GTEx | Esophagus Gastroesophageal Junction | RP11-258F1.1 | 0.34 | 0.12 | lasso | 1 | 0.10 | 1.6e-04 | -5.3 | -5.3 | 1.4e-07 | 0.87 | 0.09 | 0.72 | FALSE |
18 | GTEx | Esophagus Mucosa | ALKBH5 | 0.09 | 0.08 | lasso | 8 | 0.06 | 9.3e-05 | -5.1 | -5.5 | 3.6e-08 | 0.85 | 0.05 | 0.88 | FALSE |
19 | GTEx | Esophagus Mucosa | LLGL1 | 0.38 | 0.39 | lasso | 6 | 0.39 | 8.0e-28 | -6.0 | -6.1 | 9.1e-10 | 0.96 | 0.01 | 0.99 | FALSE |
20 | GTEx | Esophagus Mucosa | MIEF2 | 0.11 | 0.07 | lasso | 10 | 0.06 | 1.0e-04 | -6.1 | -5.2 | 2.0e-07 | 0.90 | 0.01 | 0.99 | FALSE |
21 | GTEx | Esophagus Muscularis | TOP3A | 0.07 | 0.00 | lasso | 4 | 0.00 | 3.0e-01 | -6.1 | 5.9 | 3.1e-09 | -0.90 | 0.02 | 0.82 | FALSE |
22 | GTEx | Esophagus Muscularis | RP11-258F1.1 | 0.19 | 0.17 | lasso | 6 | 0.13 | 3.1e-08 | -5.1 | -5.2 | 2.4e-07 | 0.87 | 0.34 | 0.66 | FALSE |
23 | GTEx | Heart Left Ventricle | RP11-258F1.1 | 0.09 | 0.06 | lasso | 2 | 0.04 | 2.4e-03 | -5.3 | -5.2 | 2.2e-07 | 0.86 | 0.06 | 0.85 | FALSE |
24 | GTEx | Liver | RP1-178F10.3 | 0.18 | 0.17 | enet | 9 | 0.18 | 9.9e-06 | -5.7 | -5.9 | 2.8e-09 | 0.79 | 0.03 | 0.95 | FALSE |
25 | GTEx | Lung | SHMT1 | 0.15 | 0.13 | lasso | 6 | 0.16 | 2.4e-12 | -4.3 | -5.2 | 1.5e-07 | 0.67 | 0.13 | 0.87 | FALSE |
26 | GTEx | Lung | TOP3A | 0.12 | 0.10 | lasso | 7 | 0.10 | 5.3e-08 | -5.7 | 5.8 | 8.8e-09 | -0.78 | 0.03 | 0.97 | FALSE |
27 | GTEx | Muscle Skeletal | ALKBH5 | 0.10 | 0.09 | lasso | 3 | 0.07 | 2.0e-07 | -5.1 | -5.4 | 7.5e-08 | 0.89 | 0.21 | 0.79 | FALSE |
28 | GTEx | Muscle Skeletal | RP11-258F1.1 | 0.09 | 0.10 | lasso | 2 | 0.09 | 2.2e-09 | -5.3 | -5.2 | 1.9e-07 | 0.87 | 0.35 | 0.65 | FALSE |
29 | GTEx | Nerve Tibial | ALKBH5 | 0.27 | 0.19 | lasso | 3 | 0.16 | 1.1e-11 | -5.3 | -5.2 | 2.1e-07 | 0.87 | 0.39 | 0.61 | FALSE |
30 | GTEx | Nerve Tibial | SHMT1 | 0.30 | 0.20 | lasso | 6 | 0.29 | 5.5e-21 | -5.5 | -5.5 | 3.5e-08 | 0.62 | 0.10 | 0.90 | FALSE |
31 | GTEx | Skin Sun Exposed Lower leg | ALKBH5 | 0.16 | 0.14 | lasso | 3 | 0.13 | 1.0e-10 | -5.1 | -5.1 | 3.1e-07 | 0.87 | 0.39 | 0.61 | FALSE |
32 | GTEx | Skin Sun Exposed Lower leg | TOP3A | 0.09 | 0.05 | lasso | 4 | 0.05 | 6.7e-05 | -4.3 | 5.3 | 1.1e-07 | -0.64 | 0.06 | 0.79 | FALSE |
33 | GTEx | Skin Sun Exposed Lower leg | MIEF2 | 0.13 | 0.03 | lasso | 4 | 0.05 | 4.0e-05 | -5.2 | -5.2 | 2.2e-07 | 0.74 | 0.04 | 0.95 | FALSE |
34 | GTEx | Spleen | CTD-2303H24.2 | 0.32 | 0.02 | enet | 15 | 0.12 | 5.2e-04 | 4.1 | 5.4 | 6.1e-08 | -0.60 | 0.07 | 0.52 | FALSE |
35 | GTEx | Stomach | RP11-258F1.1 | 0.13 | 0.12 | lasso | 1 | 0.10 | 2.4e-05 | -5.3 | -5.3 | 1.4e-07 | 0.87 | 0.07 | 0.93 | FALSE |
36 | GTEx | Testis | RP11-258F1.1 | 0.17 | 0.10 | lasso | 3 | 0.10 | 2.9e-05 | -5.1 | -5.2 | 1.9e-07 | 0.85 | 0.17 | 0.74 | FALSE |
37 | GTEx | Thyroid | CCDC144B | 0.11 | 0.07 | enet | 28 | 0.07 | 2.9e-06 | -5.5 | -5.6 | 1.8e-08 | 0.45 | 0.07 | 0.92 | FALSE |
38 | GTEx | Thyroid | SHMT1 | 0.14 | 0.14 | lasso | 3 | 0.15 | 1.4e-11 | -5.5 | -5.5 | 4.0e-08 | 0.69 | 0.09 | 0.91 | FALSE |
39 | GTEx | Whole Blood | CCDC144B | 0.05 | 0.06 | lasso | 2 | 0.06 | 3.2e-06 | -5.5 | -5.2 | 2.0e-07 | 0.59 | 0.08 | 0.82 | FALSE |
40 | ROSMAP | Brain Pre-frontal Cortex | CCDC144B | 0.28 | 0.13 | enet | 17 | 0.17 | 1.5e-21 | -5.5 | -5.5 | 4.4e-08 | 0.56 | 0.10 | 0.90 | FALSE |
41 | The Cancer Genome Atlas | Bladder Urothelial Carcinoma | LLGL1 | 0.07 | 0.04 | blup | 53 | 0.03 | 6.6e-04 | -5.6 | -5.7 | 1.4e-08 | 0.82 | 0.04 | 0.73 | FALSE |
42 | The Cancer Genome Atlas | Cervical Squamous Cell Carcinoma | ALKBH5 | 0.07 | 0.05 | blup | 63 | 0.05 | 2.1e-03 | -6.1 | -5.4 | 5.8e-08 | 0.90 | 0.01 | 0.89 | FALSE |
43 | The Cancer Genome Atlas | Cervical Squamous Cell Carcinoma | LLGL1 | 0.23 | 0.09 | blup | 52 | 0.09 | 3.0e-05 | -5.6 | -5.3 | 1.2e-07 | 0.74 | 0.01 | 0.92 | FALSE |
44 | The Cancer Genome Atlas | Cervical Squamous Cell Carcinoma | SHMT1 | 0.11 | 0.05 | lasso | 3 | 0.04 | 4.0e-03 | -5.5 | -5.2 | 2.2e-07 | 0.60 | 0.01 | 0.56 | FALSE |
45 | The Cancer Genome Atlas | Colon Adenocarcinoma | ALKBH5 | 0.14 | 0.07 | lasso | 4 | 0.09 | 5.5e-06 | -5.1 | -5.3 | 1.5e-07 | 0.87 | 0.11 | 0.89 | FALSE |
46 | The Cancer Genome Atlas | Colon Adenocarcinoma | LLGL1 | 0.14 | 0.13 | enet | 8 | 0.14 | 3.2e-08 | -6.1 | -6.3 | 3.7e-10 | 0.96 | 0.00 | 1.00 | TRUE |
47 | The Cancer Genome Atlas | Colon Adenocarcinoma | SHMT1 | 0.08 | 0.06 | enet | 9 | 0.06 | 1.6e-04 | -5.5 | -5.5 | 3.0e-08 | 0.69 | 0.01 | 0.98 | FALSE |
48 | The Cancer Genome Atlas | Head and Neck Squamous Cell Carcinoma | ALKBH5 | 0.02 | 0.02 | enet | 4 | 0.02 | 3.9e-03 | -5.1 | -5.2 | 2.3e-07 | 0.87 | 0.03 | 0.65 | FALSE |
49 | The Cancer Genome Atlas | Head and Neck Squamous Cell Carcinoma | LLGL1 | 0.08 | 0.03 | blup | 52 | 0.05 | 1.9e-06 | -6.0 | -5.7 | 1.1e-08 | 0.86 | 0.01 | 0.99 | FALSE |
50 | The Cancer Genome Atlas | Head and Neck Squamous Cell Carcinoma | SMCR7 | 0.07 | 0.02 | lasso | 3 | 0.01 | 8.3e-03 | -5.2 | -5.2 | 2.5e-07 | 0.79 | 0.03 | 0.42 | FALSE |
51 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | ALKBH5 | 0.05 | 0.05 | lasso | 3 | 0.04 | 1.7e-05 | -4.8 | -5.2 | 2.2e-07 | 0.89 | 0.04 | 0.94 | FALSE |
52 | The Cancer Genome Atlas | Brain Lower Grade Glioma | ALKBH5 | 0.05 | 0.04 | lasso | 1 | 0.03 | 9.1e-05 | -6.0 | -6.0 | 2.6e-09 | 0.96 | 0.00 | 0.99 | FALSE |
53 | The Cancer Genome Atlas | Lung Adenocarcinoma | LLGL1 | 0.05 | 0.02 | enet | 6 | 0.03 | 7.1e-05 | -6.1 | -5.9 | 4.1e-09 | 0.87 | 0.00 | 0.98 | FALSE |
54 | The Cancer Genome Atlas | Lung Squamous Cell Carcinoma | ALKBH5 | 0.02 | 0.02 | blup | 63 | 0.01 | 3.4e-02 | -5.1 | -5.4 | 6.0e-08 | 0.89 | 0.02 | 0.82 | FALSE |
55 | The Cancer Genome Atlas | Lung Squamous Cell Carcinoma | LLGL1 | 0.09 | 0.02 | blup | 52 | 0.04 | 4.9e-05 | -4.3 | -5.4 | 7.6e-08 | 0.78 | 0.04 | 0.94 | FALSE |
56 | The Cancer Genome Atlas | Prostate Adenocarcinoma | LLGL1 | 0.10 | 0.04 | lasso | 7 | 0.04 | 7.5e-05 | -5.2 | -5.6 | 2.5e-08 | 0.88 | 0.01 | 0.98 | FALSE |
57 | The Cancer Genome Atlas | Prostate Adenocarcinoma | SHMT1 | 0.08 | 0.03 | lasso | 3 | 0.02 | 1.9e-03 | -5.5 | -5.5 | 3.6e-08 | 0.67 | 0.01 | 0.77 | FALSE |
58 | The Cancer Genome Atlas | Stomach Adenocarcinoma | ALKBH5 | 0.07 | 0.05 | blup | 63 | 0.06 | 2.0e-05 | -5.1 | -5.3 | 1.1e-07 | 0.88 | 0.01 | 0.98 | FALSE |
59 | The Cancer Genome Atlas | Stomach Adenocarcinoma | LLGL1 | 0.09 | 0.06 | enet | 6 | 0.05 | 2.5e-04 | -5.6 | -5.9 | 3.4e-09 | 0.81 | 0.02 | 0.94 | FALSE |
60 | The Cancer Genome Atlas | Stomach Adenocarcinoma | SMCR7 | 0.06 | 0.02 | enet | 7 | 0.04 | 9.1e-04 | -5.7 | -5.5 | 4.1e-08 | 0.75 | 0.01 | 0.70 | FALSE |
61 | The Cancer Genome Atlas | Testicular Germ Cell Tumors | ALKBH5 | 0.11 | 0.03 | blup | 64 | 0.04 | 1.8e-02 | -6.1 | -5.5 | 4.3e-08 | 0.83 | 0.01 | 0.78 | FALSE |
62 | The Cancer Genome Atlas | Thyroid Carcinoma | SHMT1 | 0.05 | 0.03 | lasso | 5 | 0.03 | 1.1e-03 | -5.7 | -5.7 | 9.3e-09 | 0.73 | 0.01 | 0.93 | FALSE |