Best TWAS P=5.31e-21 · Best GWAS P=9.91e-20 conditioned to NaN
# | 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 | CYP27C1 | 0.05 | 0.02 | enet | 10 | 0.05 | 5.0e-07 | 5.5 | -5.5 | 3.7e-08 | 0.00 | 0.31 | 0.49 | FALSE |
2 | GTEx | Adipose Subcutaneous | UGGT1 | 0.07 | 0.05 | lasso | 3 | 0.06 | 1.7e-05 | 9.1 | -9.1 | 9.0e-20 | -0.99 | 0.01 | 0.99 | FALSE |
3 | GTEx | Adipose Subcutaneous | ERCC3 | 0.27 | 0.26 | enet | 30 | 0.27 | 3.2e-22 | 6.1 | -5.5 | 3.0e-08 | 0.05 | 0.15 | 0.85 | TRUE |
4 | GTEx | Adipose Subcutaneous | MAP3K2 | 0.12 | 0.14 | enet | 10 | 0.16 | 1.1e-12 | -4.5 | 6.0 | 2.0e-09 | -0.04 | 0.09 | 0.91 | FALSE |
5 | GTEx | Adipose Visceral Omentum | ERCC3 | 0.25 | 0.21 | lasso | 8 | 0.22 | 1.5e-11 | 6.1 | -6.0 | 2.5e-09 | 0.05 | 0.14 | 0.86 | FALSE |
6 | GTEx | Artery Aorta | UGGT1 | 0.16 | 0.16 | lasso | 3 | 0.17 | 1.1e-09 | 9.1 | -8.7 | 5.3e-18 | -0.97 | 0.01 | 0.99 | FALSE |
7 | GTEx | Artery Aorta | ERCC3 | 0.21 | 0.23 | lasso | 6 | 0.23 | 4.5e-13 | 6.1 | -6.1 | 1.0e-09 | 0.06 | 0.13 | 0.87 | FALSE |
8 | GTEx | Artery Aorta | MAP3K2 | 0.15 | 0.08 | lasso | 2 | 0.08 | 3.5e-05 | 5.2 | 5.7 | 1.6e-08 | -0.03 | 0.04 | 0.95 | FALSE |
9 | GTEx | Artery Coronary | GPR17 | 0.58 | 0.15 | lasso | 7 | 0.32 | 1.4e-11 | 4.1 | 5.5 | 3.8e-08 | 0.20 | 0.88 | 0.02 | FALSE |
10 | GTEx | Artery Coronary | MAP3K2 | 0.25 | 0.12 | lasso | 9 | 0.14 | 1.7e-05 | -4.6 | 5.8 | 7.3e-09 | -0.01 | 0.02 | 0.97 | FALSE |
11 | GTEx | Artery Tibial | UGGT1 | 0.08 | 0.04 | enet | 15 | 0.04 | 4.2e-04 | 9.1 | -6.6 | 3.3e-11 | -0.81 | 0.01 | 0.98 | FALSE |
12 | GTEx | Artery Tibial | ERCC3 | 0.15 | 0.17 | enet | 21 | 0.15 | 1.6e-11 | 6.2 | -6.2 | 7.5e-10 | 0.08 | 0.13 | 0.87 | FALSE |
13 | GTEx | Brain Cerebellar Hemisphere | ERCC3 | 0.23 | 0.02 | enet | 27 | 0.05 | 2.4e-02 | 6.8 | -5.8 | 7.7e-09 | -0.01 | 0.03 | 0.75 | FALSE |
14 | GTEx | Breast Mammary Tissue | ERCC3 | 0.25 | 0.30 | lasso | 3 | 0.35 | 1.6e-18 | 6.1 | -5.9 | 3.3e-09 | 0.06 | 0.15 | 0.85 | FALSE |
15 | GTEx | Breast Mammary Tissue | MAP3K2 | 0.23 | 0.07 | lasso | 5 | 0.07 | 1.8e-04 | 6.6 | 7.3 | 1.9e-13 | 0.00 | 0.01 | 0.98 | TRUE |
16 | GTEx | Breast Mammary Tissue (Male) | GPR17 | 0.45 | 0.02 | enet | 40 | 0.14 | 4.6e-04 | 6.5 | 6.5 | 1.1e-10 | 0.18 | 0.11 | 0.05 | TRUE |
17 | GTEx | Breast Mammary Tissue (Male) | ERCC3 | 0.24 | 0.15 | lasso | 7 | 0.16 | 1.3e-04 | 6.1 | -6.3 | 2.2e-10 | 0.04 | 0.11 | 0.81 | FALSE |
18 | GTEx | Breast Mammary Tissue (Male) | MAP3K2 | 0.23 | 0.07 | lasso | 3 | 0.10 | 2.8e-03 | 6.6 | 6.3 | 3.5e-10 | -0.01 | 0.02 | 0.75 | FALSE |
19 | GTEx | Breast Mammary Tissue (Female) | GPR17 | 0.13 | 0.06 | enet | 12 | 0.04 | 2.5e-02 | 4.1 | 5.7 | 1.5e-08 | 0.30 | 0.06 | 0.13 | TRUE |
20 | GTEx | Breast Mammary Tissue (Female) | ERCC3 | 0.30 | 0.24 | lasso | 9 | 0.28 | 4.0e-09 | 6.1 | -6.1 | 1.1e-09 | 0.05 | 0.11 | 0.89 | FALSE |
21 | GTEx | Cells EBV-transformed lymphocytes | MAP3K2 | 0.29 | 0.14 | lasso | 4 | 0.11 | 1.6e-04 | -4.5 | 5.6 | 1.8e-08 | -0.04 | 0.03 | 0.92 | FALSE |
22 | GTEx | Cells Transformed fibroblasts | UGGT1 | 0.13 | 0.13 | lasso | 3 | 0.12 | 2.3e-09 | 9.0 | -9.1 | 6.1e-20 | -0.99 | 0.01 | 0.99 | FALSE |
23 | GTEx | Cells Transformed fibroblasts | ERCC3 | 0.25 | 0.13 | enet | 22 | 0.20 | 1.4e-14 | 6.1 | -6.0 | 2.0e-09 | 0.09 | 0.16 | 0.84 | FALSE |
24 | GTEx | Cells Transformed fibroblasts | MAP3K2 | 0.10 | 0.07 | lasso | 4 | 0.08 | 2.2e-06 | 5.3 | 5.4 | 7.8e-08 | -0.03 | 0.09 | 0.91 | FALSE |
25 | GTEx | Colon Transverse | GPR17 | 0.23 | 0.05 | enet | 31 | 0.10 | 2.1e-05 | 1.4 | 5.5 | 2.8e-08 | 0.05 | 0.46 | 0.05 | TRUE |
26 | GTEx | Colon Transverse | ERCC3 | 0.17 | 0.19 | lasso | 4 | 0.14 | 5.0e-07 | 6.1 | -6.1 | 8.7e-10 | 0.06 | 0.14 | 0.86 | FALSE |
27 | GTEx | Esophagus Gastroesophageal Junction | ERCC3 | 0.17 | 0.08 | lasso | 3 | 0.10 | 1.8e-04 | 6.2 | -6.4 | 1.8e-10 | 0.06 | 0.09 | 0.86 | FALSE |
28 | GTEx | Esophagus Mucosa | ERCC3 | 0.18 | 0.13 | lasso | 7 | 0.13 | 9.7e-09 | 6.1 | -6.2 | 4.5e-10 | 0.07 | 0.15 | 0.85 | FALSE |
29 | GTEx | Esophagus Mucosa | MAP3K2 | 0.10 | 0.06 | enet | 9 | 0.06 | 6.0e-05 | 6.1 | 6.7 | 1.9e-11 | -0.07 | 0.04 | 0.95 | FALSE |
30 | GTEx | Esophagus Muscularis | UGGT1 | 0.12 | 0.13 | lasso | 7 | 0.13 | 2.7e-08 | 9.1 | -9.1 | 1.0e-19 | -0.98 | 0.01 | 0.99 | FALSE |
31 | GTEx | Esophagus Muscularis | GPR17 | 0.59 | 0.23 | enet | 46 | 0.40 | 7.6e-26 | 4.1 | 6.1 | 8.2e-10 | 0.30 | 1.00 | 0.00 | FALSE |
32 | GTEx | Esophagus Muscularis | ERCC3 | 0.18 | 0.11 | lasso | 7 | 0.15 | 3.2e-09 | 6.1 | -6.4 | 1.6e-10 | 0.06 | 0.16 | 0.84 | FALSE |
33 | GTEx | Esophagus Muscularis | MAP3K2 | 0.13 | 0.12 | enet | 11 | 0.18 | 8.1e-11 | -4.3 | 6.1 | 1.3e-09 | -0.05 | 0.01 | 0.99 | FALSE |
34 | GTEx | Heart Atrial Appendage | ERCC3 | 0.21 | 0.14 | lasso | 7 | 0.11 | 1.2e-05 | 5.9 | -6.2 | 4.6e-10 | 0.01 | 0.07 | 0.92 | FALSE |
35 | GTEx | Lung | ERCC3 | 0.20 | 0.18 | lasso | 3 | 0.17 | 6.7e-13 | 6.1 | -6.0 | 1.9e-09 | 0.07 | 0.14 | 0.86 | FALSE |
36 | GTEx | Muscle Skeletal | ERCC3 | 0.12 | 0.12 | enet | 8 | 0.11 | 1.6e-10 | 6.1 | -6.1 | 9.8e-10 | 0.07 | 0.15 | 0.85 | FALSE |
37 | GTEx | Nerve Tibial | UGGT1 | 0.18 | 0.15 | enet | 18 | 0.13 | 1.6e-09 | 9.1 | -9.4 | 5.3e-21 | -0.91 | 0.01 | 0.99 | TRUE |
38 | GTEx | Nerve Tibial | ERCC3 | 0.45 | 0.41 | enet | 12 | 0.43 | 1.5e-32 | 6.1 | -6.1 | 8.3e-10 | 0.07 | 0.16 | 0.84 | FALSE |
39 | GTEx | Nerve Tibial | MAP3K2 | 0.18 | 0.06 | enet | 10 | 0.06 | 4.4e-05 | -4.5 | 6.0 | 1.4e-09 | -0.03 | 0.02 | 0.98 | FALSE |
40 | GTEx | Pancreas | GPR17 | 0.43 | 0.19 | enet | 25 | 0.35 | 2.1e-15 | 4.1 | 5.5 | 4.7e-08 | 0.09 | 0.90 | 0.01 | TRUE |
41 | GTEx | Pancreas | ERCC3 | 0.21 | 0.13 | lasso | 5 | 0.15 | 6.9e-07 | 6.1 | -5.9 | 3.9e-09 | 0.06 | 0.12 | 0.85 | FALSE |
42 | GTEx | Prostate | ERCC3 | 0.28 | 0.06 | lasso | 5 | 0.03 | 5.8e-02 | 5.5 | -6.1 | 8.2e-10 | 0.02 | 0.05 | 0.65 | FALSE |
43 | GTEx | Skin Not Sun Exposed Suprapubic | UGGT1 | 0.13 | 0.01 | lasso | 3 | 0.01 | 7.8e-02 | 9.1 | -5.2 | 2.3e-07 | -0.85 | 0.02 | 0.81 | FALSE |
44 | GTEx | Skin Not Sun Exposed Suprapubic | ERCC3 | 0.19 | 0.15 | enet | 15 | 0.21 | 7.7e-12 | 6.1 | -5.4 | 8.2e-08 | 0.07 | 0.16 | 0.84 | FALSE |
45 | GTEx | Skin Not Sun Exposed Suprapubic | MAP3K2 | 0.17 | 0.10 | lasso | 3 | 0.09 | 1.5e-05 | -4.4 | 5.4 | 6.2e-08 | -0.04 | 0.26 | 0.71 | FALSE |
46 | GTEx | Skin Sun Exposed Lower leg | UGGT1 | 0.07 | 0.07 | lasso | 5 | 0.05 | 6.3e-05 | 9.1 | -9.2 | 5.0e-20 | -0.99 | 0.01 | 0.99 | FALSE |
47 | GTEx | Skin Sun Exposed Lower leg | ERCC3 | 0.26 | 0.21 | enet | 16 | 0.22 | 2.5e-18 | 6.1 | -5.5 | 3.3e-08 | 0.10 | 0.16 | 0.84 | FALSE |
48 | GTEx | Skin Sun Exposed Lower leg | MAP3K2 | 0.06 | 0.04 | enet | 11 | 0.04 | 5.0e-04 | 6.8 | 6.2 | 4.7e-10 | 0.01 | 0.00 | 0.99 | FALSE |
49 | GTEx | Spleen | ERCC3 | 0.44 | 0.42 | enet | 21 | 0.42 | 4.9e-12 | 6.1 | -6.3 | 2.4e-10 | 0.05 | 0.12 | 0.88 | FALSE |
50 | GTEx | Stomach | ERCC3 | 0.14 | 0.11 | lasso | 2 | 0.12 | 3.6e-06 | -4.3 | -5.4 | 7.0e-08 | 0.06 | 0.45 | 0.38 | FALSE |
51 | GTEx | Testis | MAP3K2 | 0.17 | 0.12 | lasso | 2 | 0.12 | 3.5e-06 | 5.2 | 6.0 | 1.9e-09 | -0.04 | 0.09 | 0.91 | FALSE |
52 | GTEx | Thyroid | ERCC3 | 0.22 | 0.22 | lasso | 5 | 0.24 | 4.1e-18 | 6.1 | -6.2 | 5.0e-10 | 0.06 | 0.16 | 0.84 | FALSE |
53 | METSIM | Adipose | ERCC3 | 0.15 | 0.15 | lasso | 13 | 0.17 | 3.9e-25 | 6.1 | -5.8 | 7.7e-09 | 0.05 | 0.11 | 0.89 | FALSE |
54 | METSIM | Adipose | UGGT1 | 0.10 | 0.10 | enet | 17 | 0.10 | 2.5e-14 | 9.0 | -8.0 | 1.5e-15 | -0.94 | 0.01 | 0.99 | FALSE |
55 | ROSMAP | Brain Pre-frontal Cortex | ERCC3 | 0.27 | 0.33 | enet | 25 | 0.34 | 2.5e-45 | 6.1 | -6.0 | 1.4e-09 | 0.06 | 0.15 | 0.85 | FALSE |
56 | ROSMAP | Brain Pre-frontal Cortex | MAP3K2 | 0.11 | 0.08 | enet | 19 | 0.08 | 3.2e-10 | 6.1 | 6.5 | 8.6e-11 | -0.06 | 0.11 | 0.89 | FALSE |
57 | YFS | Blood | ERCC3 | 0.07 | 0.03 | bslmm | 457 | 0.05 | 6.5e-16 | 6.2 | -6.4 | 1.5e-10 | 0.07 | 0.11 | 0.89 | FALSE |
58 | The Cancer Genome Atlas | Breast Invasive Carcinoma | ERCC3 | 0.06 | 0.00 | enet | 10 | 0.01 | 1.7e-02 | 5.3 | -5.7 | 1.1e-08 | 0.09 | 0.01 | 0.37 | FALSE |
59 | The Cancer Genome Atlas | Breast Invasive Carcinoma | UGGT1 | 0.02 | 0.02 | blup | 65 | 0.02 | 2.5e-04 | 8.8 | -9.0 | 2.4e-19 | -0.89 | 0.02 | 0.88 | FALSE |
60 | The Cancer Genome Atlas | Glioblastoma Multiforme | PROC | 0.14 | 0.06 | blup | 39 | 0.07 | 2.8e-03 | 5.0 | -6.5 | 8.7e-11 | 0.03 | 0.01 | 0.67 | FALSE |
61 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | ERCC3 | 0.05 | 0.06 | lasso | 3 | 0.06 | 7.1e-07 | 6.1 | -6.1 | 1.1e-09 | 0.07 | 0.01 | 0.99 | FALSE |
62 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | MAP3K2 | 0.03 | 0.00 | enet | 10 | 0.02 | 3.3e-03 | 6.1 | 6.0 | 2.1e-09 | -0.06 | 0.01 | 0.61 | FALSE |
63 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | PROC | 0.05 | 0.05 | lasso | 2 | 0.04 | 7.2e-05 | 6.8 | -6.7 | 3.0e-11 | 0.03 | 0.00 | 1.00 | FALSE |
64 | The Cancer Genome Atlas | Kidney Renal Papillary Cell Carcinoma | PROC | 0.08 | 0.03 | lasso | 5 | 0.03 | 7.9e-03 | 6.6 | -6.5 | 5.8e-11 | 0.02 | 0.00 | 0.96 | FALSE |
65 | The Cancer Genome Atlas | Brain Lower Grade Glioma | UGGT1 | 0.06 | 0.02 | enet | 7 | 0.04 | 1.7e-05 | 4.4 | -6.7 | 2.0e-11 | -0.76 | 0.05 | 0.89 | FALSE |
66 | The Cancer Genome Atlas | Lung Adenocarcinoma | ERCC3 | 0.04 | 0.04 | lasso | 3 | 0.03 | 7.1e-05 | 5.2 | -5.7 | 9.3e-09 | 0.04 | 0.01 | 0.97 | FALSE |
67 | The Cancer Genome Atlas | Lung Adenocarcinoma | UGGT1 | 0.04 | 0.03 | blup | 65 | 0.02 | 9.4e-04 | 3.6 | -6.8 | 9.6e-12 | -0.74 | 0.03 | 0.47 | FALSE |
68 | The Cancer Genome Atlas | Prostate Adenocarcinoma | ERCC3 | 0.04 | 0.03 | blup | 45 | 0.04 | 9.1e-05 | -4.6 | -5.9 | 3.3e-09 | 0.06 | 0.02 | 0.77 | FALSE |
69 | The Cancer Genome Atlas | Soft Tissue Sarcoma | UGGT1 | 0.08 | 0.03 | enet | 15 | 0.02 | 1.7e-02 | 6.1 | -6.6 | 4.7e-11 | -0.58 | 0.02 | 0.48 | TRUE |
70 | The Cancer Genome Atlas | Thyroid Carcinoma | ERCC3 | 0.05 | 0.05 | lasso | 4 | 0.06 | 2.7e-06 | 6.2 | -6.2 | 4.9e-10 | 0.05 | 0.01 | 0.99 | FALSE |
71 | The Cancer Genome Atlas | Thyroid Carcinoma | UGGT1 | 0.04 | 0.00 | blup | 65 | 0.02 | 8.6e-03 | 9.0 | -8.9 | 6.0e-19 | -0.92 | 0.01 | 0.81 | FALSE |