Best TWAS P=1.06e-11 · Best GWAS P=1.2e-11 conditioned to 0.143
# | 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 | VPS53 | 0.20 | 0.23 | lasso | 4 | 0.23 | 2.0e-18 | -6.1 | 6.2 | 5.7e-10 | -0.92 | 0.15 | 0.85 | FALSE |
2 | GTEx | Adipose Visceral Omentum | VPS53 | 0.36 | 0.29 | lasso | 4 | 0.28 | 8.1e-15 | -6.1 | 6.5 | 8.3e-11 | -0.93 | 0.15 | 0.85 | FALSE |
3 | GTEx | Artery Aorta | VPS53 | 0.29 | 0.16 | lasso | 3 | 0.18 | 2.3e-10 | -6.0 | 6.1 | 8.7e-10 | -0.85 | 0.17 | 0.83 | FALSE |
4 | GTEx | Artery Coronary | VPS53 | 0.68 | 0.28 | lasso | 14 | 0.25 | 5.3e-09 | -6.0 | 5.8 | 6.4e-09 | -0.88 | 0.16 | 0.83 | FALSE |
5 | GTEx | Artery Tibial | VPS53 | 0.23 | 0.14 | lasso | 5 | 0.14 | 3.7e-11 | -6.0 | 5.2 | 1.9e-07 | -0.85 | 0.19 | 0.81 | FALSE |
6 | GTEx | Brain Caudate basal ganglia | VPS53 | 0.26 | 0.21 | lasso | 6 | 0.17 | 1.1e-05 | -6.0 | 5.5 | 4.0e-08 | -0.81 | 0.07 | 0.79 | FALSE |
7 | GTEx | Brain Cerebellum | VPS53 | 0.49 | 0.25 | lasso | 7 | 0.22 | 3.8e-07 | -6.1 | 6.3 | 3.7e-10 | -0.88 | 0.04 | 0.95 | FALSE |
8 | GTEx | Brain Nucleus accumbens basal ganglia | VPS53 | 0.43 | 0.30 | lasso | 2 | 0.28 | 2.7e-08 | -6.1 | 6.1 | 1.4e-09 | -0.92 | 0.09 | 0.88 | FALSE |
9 | GTEx | Breast Mammary Tissue | VPS53 | 0.46 | 0.35 | lasso | 4 | 0.35 | 5.5e-19 | -6.1 | 6.2 | 4.8e-10 | -0.91 | 0.16 | 0.84 | FALSE |
10 | GTEx | Breast Mammary Tissue (Male) | VPS53 | 0.28 | 0.24 | lasso | 2 | 0.22 | 7.6e-06 | -6.0 | 6.1 | 1.3e-09 | -0.92 | 0.06 | 0.54 | FALSE |
11 | GTEx | Breast Mammary Tissue (Female) | VPS53 | 0.36 | 0.21 | lasso | 5 | 0.22 | 3.9e-07 | -6.1 | 5.9 | 3.1e-09 | -0.83 | 0.06 | 0.86 | FALSE |
12 | GTEx | Cells Transformed fibroblasts | VPS53 | 0.27 | 0.18 | lasso | 3 | 0.20 | 8.7e-15 | -6.1 | 5.8 | 6.9e-09 | -0.87 | 0.14 | 0.86 | FALSE |
13 | GTEx | Colon Sigmoid | VPS53 | 0.35 | 0.19 | lasso | 5 | 0.19 | 3.9e-07 | -6.1 | 6.1 | 1.3e-09 | -0.93 | 0.10 | 0.88 | FALSE |
14 | GTEx | Colon Transverse | VPS53 | 0.31 | 0.15 | lasso | 7 | 0.18 | 3.7e-09 | -6.0 | 5.6 | 2.4e-08 | -0.83 | 0.16 | 0.82 | FALSE |
15 | GTEx | Esophagus Gastroesophageal Junction | VPS53 | 0.62 | 0.24 | enet | 54 | 0.29 | 3.3e-11 | -5.8 | 5.5 | 4.6e-08 | -0.67 | 0.20 | 0.80 | FALSE |
16 | GTEx | Esophagus Muscularis | VPS53 | 0.37 | 0.21 | lasso | 10 | 0.21 | 1.1e-12 | -6.1 | 6.5 | 9.8e-11 | -0.90 | 0.13 | 0.87 | FALSE |
17 | GTEx | Heart Atrial Appendage | VPS53 | 0.31 | 0.20 | lasso | 3 | 0.22 | 2.1e-10 | -6.1 | 6.8 | 1.1e-11 | -0.91 | 0.12 | 0.88 | TRUE |
18 | GTEx | Heart Left Ventricle | VPS53 | 0.26 | 0.20 | lasso | 4 | 0.18 | 3.7e-10 | -6.0 | 6.3 | 3.5e-10 | -0.93 | 0.14 | 0.86 | FALSE |
19 | GTEx | Lung | VPS53 | 0.33 | 0.31 | enet | 23 | 0.34 | 5.6e-27 | -6.1 | 5.9 | 2.9e-09 | -0.91 | 0.14 | 0.86 | FALSE |
20 | GTEx | Muscle Skeletal | VPS53 | 0.15 | 0.09 | lasso | 4 | 0.08 | 1.1e-08 | 5.8 | 6.1 | 1.1e-09 | -0.71 | 0.16 | 0.84 | FALSE |
21 | GTEx | Nerve Tibial | VPS53 | 0.37 | 0.35 | enet | 14 | 0.37 | 2.1e-27 | -6.1 | 6.0 | 1.8e-09 | -0.84 | 0.15 | 0.85 | FALSE |
22 | GTEx | Ovary | VPS53 | 0.65 | 0.26 | lasso | 11 | 0.18 | 4.3e-05 | -6.0 | 5.8 | 8.8e-09 | -0.89 | 0.04 | 0.92 | FALSE |
23 | GTEx | Pancreas | VPS53 | 0.43 | 0.35 | lasso | 4 | 0.37 | 2.3e-16 | -6.0 | 6.5 | 8.0e-11 | -0.92 | 0.18 | 0.82 | FALSE |
24 | GTEx | Pituitary | VPS53 | 0.32 | 0.19 | lasso | 7 | 0.19 | 1.9e-05 | -6.1 | 6.1 | 1.0e-09 | -0.90 | 0.02 | 0.90 | FALSE |
25 | GTEx | Prostate | VPS53 | 0.54 | 0.37 | enet | 19 | 0.34 | 2.0e-09 | -6.1 | 5.4 | 6.3e-08 | -0.85 | 0.10 | 0.89 | FALSE |
26 | GTEx | Skin Not Sun Exposed Suprapubic | VPS53 | 0.34 | 0.32 | lasso | 1 | 0.31 | 1.0e-17 | -6.1 | 6.1 | 1.3e-09 | -0.92 | 0.15 | 0.85 | FALSE |
27 | GTEx | Skin Sun Exposed Lower leg | VPS53 | 0.18 | 0.14 | lasso | 4 | 0.14 | 1.3e-11 | -6.1 | 5.8 | 8.2e-09 | -0.89 | 0.15 | 0.85 | FALSE |
28 | GTEx | Spleen | VPS53 | 0.52 | 0.45 | lasso | 5 | 0.44 | 1.5e-12 | -6.1 | 6.3 | 3.3e-10 | -0.92 | 0.15 | 0.85 | FALSE |
29 | GTEx | Stomach | VPS53 | 0.43 | 0.12 | lasso | 8 | 0.15 | 1.2e-07 | -6.0 | 5.3 | 9.2e-08 | -0.80 | 0.17 | 0.81 | FALSE |
30 | GTEx | Testis | VPS53 | 0.30 | 0.13 | lasso | 6 | 0.19 | 8.7e-09 | -6.0 | 5.7 | 1.2e-08 | -0.83 | 0.14 | 0.86 | FALSE |
31 | GTEx | Thyroid | VPS53 | 0.40 | 0.42 | enet | 16 | 0.45 | 1.2e-37 | -6.1 | 6.5 | 7.9e-11 | -0.91 | 0.14 | 0.86 | FALSE |
32 | METSIM | Adipose | FAM57A | 0.04 | 0.04 | lasso | 3 | 0.03 | 5.8e-05 | 6.2 | 5.8 | 7.0e-09 | -0.52 | 0.20 | 0.78 | FALSE |
33 | YFS | Blood | VPS53 | 0.21 | 0.29 | enet | 13 | 0.34 | 2.9e-114 | -6.1 | 6.0 | 1.8e-09 | -0.91 | 0.22 | 0.78 | FALSE |
34 | The Cancer Genome Atlas | Kidney Renal Papillary Cell Carcinoma | FAM101B | 0.07 | 0.03 | blup | 74 | 0.05 | 1.1e-03 | -6.3 | -6.5 | 7.9e-11 | 0.75 | 0.03 | 0.80 | FALSE |