Best TWAS P=5.52e-09 · Best GWAS P=4.5e-08 conditioned to 0.57
# | 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 | HMBS | 0.22 | 0.14 | lasso | 3 | 0.16 | 1.1e-12 | 5.2 | 5.3 | 1.5e-07 | 0.97 | 0.02 | 0.98 | FALSE |
2 | GTEx | Adipose Visceral Omentum | RP11-110I1.14 | 0.14 | 0.09 | lasso | 4 | 0.09 | 2.5e-05 | 5.4 | -5.4 | 7.5e-08 | -0.93 | 0.01 | 0.98 | FALSE |
3 | GTEx | Adrenal Gland | HMBS | 0.24 | 0.17 | lasso | 5 | 0.18 | 7.2e-07 | 5.1 | 5.2 | 2.0e-07 | 0.98 | 0.01 | 0.99 | FALSE |
4 | GTEx | Artery Aorta | HMBS | 0.24 | 0.14 | enet | 15 | 0.17 | 1.6e-09 | 5.1 | 5.2 | 2.3e-07 | 0.95 | 0.02 | 0.98 | FALSE |
5 | GTEx | Artery Coronary | HMBS | 0.27 | 0.19 | lasso | 4 | 0.17 | 2.3e-06 | 5.1 | 5.3 | 1.1e-07 | 0.97 | 0.02 | 0.98 | FALSE |
6 | GTEx | Brain Caudate basal ganglia | VPS11 | 0.35 | 0.24 | lasso | 5 | 0.21 | 1.5e-06 | 5.1 | -5.3 | 1.0e-07 | -0.95 | 0.02 | 0.98 | FALSE |
7 | GTEx | Brain Cerebellum | HMBS | 0.21 | 0.15 | lasso | 3 | 0.15 | 3.3e-05 | 5.3 | 5.3 | 9.3e-08 | 0.98 | 0.02 | 0.97 | FALSE |
8 | GTEx | Brain Cortex | HMBS | 0.22 | 0.12 | lasso | 1 | 0.11 | 6.5e-04 | 5.3 | 5.3 | 1.3e-07 | 0.97 | 0.02 | 0.90 | FALSE |
9 | GTEx | Brain Hippocampus | VPS11 | 0.37 | 0.13 | lasso | 4 | 0.11 | 1.4e-03 | 5.3 | -5.3 | 1.0e-07 | -0.98 | 0.02 | 0.88 | FALSE |
10 | GTEx | Breast Mammary Tissue | HMBS | 0.20 | 0.08 | lasso | 8 | 0.08 | 6.0e-05 | 5.3 | 5.2 | 1.6e-07 | 0.96 | 0.01 | 0.99 | FALSE |
11 | GTEx | Cells EBV-transformed lymphocytes | HMBS | 0.26 | 0.13 | lasso | 5 | 0.10 | 3.8e-04 | 5.1 | 5.3 | 1.2e-07 | 0.97 | 0.02 | 0.97 | FALSE |
12 | GTEx | Cells Transformed fibroblasts | SLC37A4 | 0.09 | 0.02 | enet | 9 | 0.02 | 7.5e-03 | 5.1 | 5.2 | 2.2e-07 | 0.89 | 0.04 | 0.92 | FALSE |
13 | GTEx | Cells Transformed fibroblasts | HMBS | 0.31 | 0.25 | lasso | 7 | 0.25 | 1.0e-18 | 5.2 | 5.2 | 2.5e-07 | 0.95 | 0.03 | 0.97 | FALSE |
14 | GTEx | Colon Transverse | HMBS | 0.33 | 0.24 | enet | 21 | 0.25 | 1.9e-12 | 5.1 | 5.1 | 2.8e-07 | 0.97 | 0.01 | 0.98 | FALSE |
15 | GTEx | Esophagus Mucosa | HMBS | 0.26 | 0.18 | lasso | 5 | 0.18 | 3.9e-12 | 5.4 | 5.5 | 3.9e-08 | 0.97 | 0.01 | 0.99 | FALSE |
16 | GTEx | Lung | HMBS | 0.18 | 0.14 | lasso | 3 | 0.14 | 1.6e-10 | 5.2 | 5.2 | 1.6e-07 | 0.97 | 0.02 | 0.98 | FALSE |
17 | GTEx | Muscle Skeletal | HMBS | 0.12 | 0.12 | lasso | 3 | 0.12 | 3.7e-12 | 5.2 | 5.2 | 1.5e-07 | 0.97 | 0.02 | 0.98 | FALSE |
18 | GTEx | Muscle Skeletal | RP11-110I1.14 | 0.24 | 0.12 | lasso | 9 | 0.15 | 2.4e-14 | 5.4 | -5.4 | 6.5e-08 | -0.95 | 0.01 | 0.99 | FALSE |
19 | GTEx | Pancreas | HMBS | 0.25 | 0.21 | enet | 10 | 0.20 | 6.9e-09 | 5.1 | 5.3 | 1.2e-07 | 0.94 | 0.02 | 0.98 | FALSE |
20 | GTEx | Pituitary | VPS11 | 0.23 | 0.16 | lasso | 3 | 0.20 | 9.2e-06 | 5.5 | -5.5 | 4.7e-08 | -0.91 | 0.02 | 0.95 | FALSE |
21 | GTEx | Skin Not Sun Exposed Suprapubic | HMBS | 0.24 | 0.18 | lasso | 6 | 0.18 | 4.5e-10 | 5.1 | 5.2 | 1.7e-07 | 0.96 | 0.02 | 0.98 | FALSE |
22 | GTEx | Small Intestine Terminal Ileum | HMBS | 0.49 | 0.27 | enet | 17 | 0.18 | 9.0e-05 | 5.5 | 5.6 | 2.2e-08 | 0.98 | 0.01 | 0.98 | FALSE |
23 | GTEx | Thyroid | VPS11 | 0.19 | 0.12 | lasso | 6 | 0.09 | 1.7e-07 | 5.3 | -5.4 | 6.5e-08 | -0.97 | 0.01 | 0.99 | FALSE |
24 | GTEx | Thyroid | HMBS | 0.22 | 0.20 | enet | 10 | 0.22 | 2.2e-16 | 5.1 | 5.3 | 9.6e-08 | 0.97 | 0.02 | 0.98 | FALSE |
25 | GTEx | Thyroid | RP11-110I1.14 | 0.16 | 0.13 | lasso | 3 | 0.12 | 9.0e-10 | 5.3 | -5.4 | 5.3e-08 | -0.98 | 0.01 | 0.99 | FALSE |
26 | GTEx | Vagina | HMBS | 0.23 | 0.14 | lasso | 4 | 0.12 | 1.1e-03 | 5.2 | 5.7 | 1.5e-08 | 0.96 | 0.02 | 0.86 | FALSE |
27 | METSIM | Adipose | HMBS | 0.12 | 0.07 | lasso | 8 | 0.07 | 3.0e-10 | 5.4 | 5.3 | 1.0e-07 | 0.97 | 0.01 | 0.99 | FALSE |
28 | ROSMAP | Brain Pre-frontal Cortex | VPS11 | 0.25 | 0.17 | lasso | 5 | 0.18 | 5.0e-23 | 5.5 | -5.4 | 5.6e-08 | -0.95 | 0.00 | 1.00 | FALSE |
29 | The Cancer Genome Atlas | Bladder Urothelial Carcinoma | HMBS | 0.08 | 0.03 | blup | 38 | 0.04 | 1.7e-04 | 5.5 | 5.6 | 2.2e-08 | 0.78 | 0.00 | 0.96 | FALSE |
30 | The Cancer Genome Atlas | Breast Invasive Carcinoma | HMBS | 0.11 | 0.10 | enet | 4 | 0.09 | 1.3e-18 | 5.2 | 5.3 | 9.8e-08 | 0.96 | 0.01 | 0.99 | FALSE |
31 | The Cancer Genome Atlas | Colon Adenocarcinoma | HMBS | 0.28 | 0.14 | lasso | 2 | 0.13 | 8.6e-08 | 5.2 | 5.2 | 1.7e-07 | 0.97 | 0.00 | 1.00 | FALSE |
32 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | HMBS | 0.15 | 0.13 | blup | 39 | 0.14 | 5.7e-16 | 5.5 | 5.4 | 5.7e-08 | 0.95 | 0.00 | 1.00 | FALSE |
33 | The Cancer Genome Atlas | Brain Lower Grade Glioma | HMBS | 0.13 | 0.04 | lasso | 2 | 0.04 | 9.0e-06 | 5.2 | 5.4 | 8.3e-08 | 0.92 | 0.00 | 0.98 | FALSE |
34 | The Cancer Genome Atlas | Brain Lower Grade Glioma | VPS11 | 0.22 | 0.18 | enet | 7 | 0.21 | 1.2e-23 | 5.3 | -5.4 | 8.3e-08 | -0.92 | 0.01 | 0.99 | FALSE |
35 | The Cancer Genome Atlas | Lung Adenocarcinoma | HMBS | 0.25 | 0.20 | lasso | 5 | 0.19 | 7.3e-22 | 5.1 | 5.2 | 2.5e-07 | 0.95 | 0.01 | 0.99 | FALSE |
36 | The Cancer Genome Atlas | Lung Squamous Cell Carcinoma | HMBS | 0.05 | 0.03 | lasso | 8 | 0.02 | 2.1e-03 | 5.1 | 5.2 | 1.5e-07 | 0.95 | 0.01 | 0.89 | FALSE |
37 | The Cancer Genome Atlas | Pheochromocytoma and Paraganglioma | VPS11 | 0.24 | 0.15 | lasso | 4 | 0.18 | 1.4e-07 | 5.1 | -5.2 | 2.2e-07 | -0.89 | 0.01 | 0.99 | FALSE |
38 | The Cancer Genome Atlas | Prostate Adenocarcinoma | HMBS | 0.30 | 0.18 | blup | 38 | 0.18 | 1.0e-18 | 5.3 | 5.8 | 5.5e-09 | 0.89 | 0.00 | 0.99 | TRUE |
39 | The Cancer Genome Atlas | Rectum Adenocarcinoma | HMBS | 0.24 | 0.08 | blup | 38 | 0.04 | 3.6e-02 | 5.5 | 5.3 | 1.0e-07 | 0.74 | 0.00 | 0.55 | FALSE |
40 | The Cancer Genome Atlas | Stomach Adenocarcinoma | HMBS | 0.13 | 0.08 | lasso | 2 | 0.08 | 1.5e-06 | 5.1 | 5.2 | 1.9e-07 | 0.93 | 0.00 | 0.99 | FALSE |
41 | The Cancer Genome Atlas | Thyroid Carcinoma | HMBS | 0.17 | 0.16 | lasso | 2 | 0.16 | 1.1e-15 | 5.3 | 5.3 | 1.3e-07 | 0.97 | 0.00 | 0.99 | FALSE |