Best TWAS P=1.52e-11 · Best GWAS P=4.02e-09 conditioned to 0.0941
# | 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 | ETHE1 | 0.18 | 0.16 | lasso | 6 | 0.19 | 1.0e-15 | 5.6 | -6.8 | 1.5e-11 | -0.88 | 0.01 | 0.99 | TRUE |
2 | GTEx | Adipose Subcutaneous | PINLYP | 0.25 | 0.06 | lasso | 5 | 0.12 | 5.0e-10 | -4.6 | 6.0 | 1.5e-09 | 0.57 | 0.53 | 0.45 | FALSE |
3 | GTEx | Artery Aorta | ETHE1 | 0.20 | 0.12 | lasso | 6 | 0.14 | 4.9e-08 | 5.7 | -6.1 | 8.5e-10 | -0.88 | 0.02 | 0.98 | FALSE |
4 | GTEx | Artery Aorta | PINLYP | 0.29 | 0.10 | lasso | 8 | 0.15 | 8.6e-09 | 5.3 | 6.1 | 9.9e-10 | 0.71 | 0.07 | 0.92 | FALSE |
5 | GTEx | Artery Tibial | ETHE1 | 0.21 | 0.06 | enet | 19 | 0.14 | 2.9e-11 | -4.8 | -6.6 | 3.9e-11 | -0.73 | 0.13 | 0.86 | FALSE |
6 | GTEx | Artery Tibial | PINLYP | 0.26 | 0.23 | lasso | 6 | 0.25 | 2.1e-19 | 5.3 | 5.8 | 7.3e-09 | 0.77 | 0.07 | 0.93 | FALSE |
7 | GTEx | Brain Putamen basal ganglia | PINLYP | 0.46 | 0.14 | lasso | 7 | 0.25 | 1.0e-06 | 4.9 | 6.1 | 1.4e-09 | 0.74 | 0.10 | 0.76 | FALSE |
8 | GTEx | Breast Mammary Tissue | PINLYP | 0.20 | 0.06 | lasso | 8 | 0.11 | 2.9e-06 | 4.8 | 5.7 | 1.0e-08 | 0.72 | 0.06 | 0.92 | FALSE |
9 | GTEx | Breast Mammary Tissue (Male) | PINLYP | 0.34 | 0.06 | enet | 2 | 0.07 | 1.0e-02 | 5.7 | 5.8 | 5.5e-09 | 0.97 | 0.02 | 0.86 | FALSE |
10 | GTEx | Cells Transformed fibroblasts | ETHE1 | 0.31 | 0.26 | enet | 19 | 0.35 | 3.4e-27 | -4.2 | -5.7 | 9.8e-09 | -0.54 | 0.62 | 0.38 | FALSE |
11 | GTEx | Cells Transformed fibroblasts | PINLYP | 0.29 | 0.13 | lasso | 5 | 0.21 | 5.1e-16 | 4.9 | 5.4 | 5.7e-08 | 0.76 | 0.24 | 0.76 | FALSE |
12 | GTEx | Colon Sigmoid | PINLYP | 0.39 | 0.13 | lasso | 11 | 0.24 | 6.5e-09 | -4.6 | 5.3 | 1.4e-07 | 0.46 | 0.54 | 0.33 | FALSE |
13 | GTEx | Colon Transverse | PINLYP | 0.21 | 0.01 | enet | 19 | 0.06 | 1.1e-03 | 4.9 | 5.3 | 1.0e-07 | 0.68 | 0.04 | 0.92 | FALSE |
14 | GTEx | Esophagus Gastroesophageal Junction | PINLYP | 0.25 | 0.04 | lasso | 5 | 0.13 | 1.8e-05 | 4.8 | 6.0 | 1.7e-09 | 0.72 | 0.14 | 0.70 | FALSE |
15 | GTEx | Esophagus Mucosa | ETHE1 | 0.21 | 0.10 | lasso | 4 | 0.08 | 5.6e-06 | 5.7 | -5.7 | 1.5e-08 | -0.94 | 0.01 | 0.99 | FALSE |
16 | GTEx | Esophagus Muscularis | ETHE1 | 0.09 | 0.12 | lasso | 2 | 0.09 | 2.9e-06 | 5.7 | -5.5 | 2.8e-08 | -0.92 | 0.01 | 0.99 | FALSE |
17 | GTEx | Esophagus Muscularis | PINLYP | 0.20 | 0.12 | lasso | 9 | 0.14 | 4.7e-09 | 4.8 | 5.9 | 2.8e-09 | 0.80 | 0.17 | 0.83 | FALSE |
18 | GTEx | Heart Atrial Appendage | PINLYP | 0.22 | 0.00 | enet | 43 | 0.06 | 7.3e-04 | 4.9 | 5.4 | 6.5e-08 | 0.35 | 0.08 | 0.31 | FALSE |
19 | GTEx | Liver | ETHE1 | 0.21 | 0.19 | lasso | 3 | 0.16 | 2.4e-05 | 5.7 | -5.5 | 4.3e-08 | -0.92 | 0.04 | 0.91 | FALSE |
20 | GTEx | Lung | PINLYP | 0.24 | 0.13 | enet | 27 | 0.19 | 1.7e-14 | -3.9 | 5.3 | 1.4e-07 | 0.46 | 0.72 | 0.27 | FALSE |
21 | GTEx | Muscle Skeletal | ETHE1 | 0.06 | 0.06 | lasso | 2 | 0.03 | 2.9e-04 | 5.7 | -5.7 | 1.4e-08 | -0.93 | 0.01 | 0.98 | FALSE |
22 | GTEx | Muscle Skeletal | PINLYP | 0.10 | 0.00 | enet | 13 | 0.02 | 7.3e-03 | 4.9 | 5.8 | 8.7e-09 | 0.77 | 0.06 | 0.89 | FALSE |
23 | GTEx | Nerve Tibial | ETHE1 | 0.09 | 0.05 | enet | 11 | 0.08 | 3.1e-06 | 5.7 | -5.3 | 9.3e-08 | -0.69 | 0.02 | 0.96 | FALSE |
24 | GTEx | Nerve Tibial | PINLYP | 0.33 | 0.12 | lasso | 4 | 0.26 | 4.0e-18 | -4.6 | 5.3 | 9.2e-08 | 0.44 | 0.67 | 0.33 | FALSE |
25 | GTEx | Ovary | PINLYP | 0.36 | 0.25 | lasso | 6 | 0.31 | 1.8e-08 | -4.6 | 5.2 | 1.6e-07 | 0.38 | 0.38 | 0.31 | FALSE |
26 | GTEx | Pancreas | ETHE1 | 0.33 | 0.19 | enet | 20 | 0.22 | 1.3e-09 | 5.7 | -6.5 | 6.0e-11 | -0.86 | 0.01 | 0.99 | FALSE |
27 | GTEx | Skin Not Sun Exposed Suprapubic | ETHE1 | 0.13 | 0.06 | lasso | 3 | 0.05 | 1.0e-03 | 5.7 | -5.6 | 1.7e-08 | -0.93 | 0.02 | 0.94 | FALSE |
28 | GTEx | Skin Sun Exposed Lower leg | XRCC1 | 0.07 | 0.01 | lasso | 1 | 0.00 | 3.8e-01 | 5.9 | -5.9 | 4.0e-09 | -1.00 | 0.01 | 0.81 | FALSE |
29 | GTEx | Thyroid | ZNF283 | 0.16 | 0.04 | enet | 17 | 0.08 | 1.2e-06 | 5.7 | -5.7 | 1.6e-08 | -0.13 | 0.01 | 0.99 | TRUE |
30 | GTEx | Thyroid | PHLDB3 | 0.15 | 0.04 | enet | 12 | 0.06 | 3.7e-05 | 5.6 | -5.5 | 3.9e-08 | -0.71 | 0.02 | 0.97 | FALSE |
31 | GTEx | Thyroid | PINLYP | 0.14 | 0.08 | lasso | 6 | 0.11 | 6.1e-09 | 5.3 | 6.1 | 9.9e-10 | 0.76 | 0.15 | 0.84 | FALSE |
32 | GTEx | Whole Blood | XRCC1 | 0.09 | 0.07 | enet | 16 | 0.07 | 4.6e-07 | 5.3 | -5.4 | 6.9e-08 | -0.69 | 0.06 | 0.92 | FALSE |
33 | The Cancer Genome Atlas | Breast Invasive Carcinoma | PHLDB3 | 0.09 | 0.08 | lasso | 3 | 0.08 | 1.6e-16 | 5.7 | -5.5 | 4.0e-08 | -0.87 | 0.01 | 0.99 | FALSE |
34 | The Cancer Genome Atlas | Esophageal Carcinoma | XRCC1 | 0.14 | 0.01 | blup | 76 | 0.02 | 8.3e-02 | -3.9 | -6.2 | 5.9e-10 | -0.51 | 0.03 | 0.16 | FALSE |
35 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | ETHE1 | 0.09 | 0.08 | blup | 69 | 0.09 | 3.3e-10 | 5.6 | -6.2 | 5.2e-10 | -0.80 | 0.00 | 1.00 | FALSE |
36 | The Cancer Genome Atlas | Kidney Renal Papillary Cell Carcinoma | ZNF283 | 0.08 | 0.05 | lasso | 4 | 0.03 | 1.2e-02 | 5.7 | -5.5 | 5.1e-08 | -0.12 | 0.00 | 0.91 | FALSE |
37 | The Cancer Genome Atlas | Brain Lower Grade Glioma | ETHE1 | 0.12 | 0.11 | enet | 10 | 0.12 | 6.1e-14 | 5.7 | -5.5 | 3.1e-08 | -0.91 | 0.00 | 1.00 | FALSE |
38 | The Cancer Genome Atlas | Liver Hepatocellular Carcinoma | ETHE1 | 0.08 | 0.08 | enet | 9 | 0.07 | 3.0e-04 | 5.7 | -5.8 | 6.5e-09 | -0.88 | 0.00 | 0.95 | FALSE |
39 | The Cancer Genome Atlas | Lung Adenocarcinoma | ETHE1 | 0.07 | 0.04 | blup | 68 | 0.04 | 1.9e-05 | 5.7 | -5.8 | 4.9e-09 | -0.86 | 0.00 | 0.99 | FALSE |
40 | The Cancer Genome Atlas | Pheochromocytoma and Paraganglioma | ETHE1 | 0.11 | 0.02 | blup | 69 | 0.08 | 4.2e-04 | 5.4 | -6.6 | 5.5e-11 | -0.79 | 0.01 | 0.90 | FALSE |
41 | The Cancer Genome Atlas | Pheochromocytoma and Paraganglioma | ZNF575 | 0.17 | 0.13 | blup | 66 | 0.12 | 2.4e-05 | -4.8 | -6.2 | 7.9e-10 | -0.46 | 0.27 | 0.47 | FALSE |
42 | The Cancer Genome Atlas | Prostate Adenocarcinoma | ETHE1 | 0.11 | 0.14 | lasso | 7 | 0.14 | 2.3e-14 | 5.4 | -5.3 | 1.1e-07 | -0.93 | 0.01 | 0.99 | FALSE |
43 | The Cancer Genome Atlas | Soft Tissue Sarcoma | ETHE1 | 0.14 | 0.03 | blup | 69 | 0.06 | 3.1e-04 | 4.9 | -5.6 | 2.5e-08 | -0.64 | 0.01 | 0.78 | FALSE |
44 | The Cancer Genome Atlas | Uterine Corpus Endometrial Carcinoma | PHLDB3 | 0.18 | 0.06 | blup | 57 | 0.10 | 8.3e-04 | -4.2 | -5.9 | 4.6e-09 | -0.71 | 0.02 | 0.78 | FALSE |