Best TWAS P=2.44e-17 · Best GWAS P=4.17e-29 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 | GTEx | Adipose Visceral Omentum | PIGN | 0.36 | 0.12 | enet | 28 | 0.26 | 1.1e-13 | 2.2 | -5.4 | 7.7e-08 | 0.19 | 0.99 | 0.00 | TRUE |
2 | GTEx | Artery Aorta | PIGN | 0.22 | 0.11 | lasso | 11 | 0.15 | 9.5e-09 | -5.3 | -5.6 | 1.8e-08 | 0.20 | 0.91 | 0.02 | FALSE |
3 | GTEx | Artery Coronary | PIGN | 0.23 | 0.02 | lasso | 11 | 0.03 | 3.7e-02 | -5.6 | -6.5 | 6.9e-11 | 0.25 | 0.15 | 0.16 | FALSE |
4 | GTEx | Artery Tibial | PIGN | 0.19 | 0.09 | lasso | 11 | 0.16 | 2.4e-12 | 4.8 | -5.3 | 1.3e-07 | 0.21 | 1.00 | 0.00 | FALSE |
5 | GTEx | Brain Cerebellum | PIGN | 0.16 | 0.06 | enet | 40 | 0.06 | 1.0e-02 | -5.6 | -5.2 | 2.6e-07 | 0.10 | 0.20 | 0.10 | FALSE |
6 | GTEx | Breast Mammary Tissue | PIGN | 0.18 | 0.06 | lasso | 7 | 0.10 | 8.7e-06 | -5.4 | -5.6 | 1.8e-08 | 0.18 | 0.70 | 0.05 | FALSE |
7 | GTEx | Cells EBV-transformed lymphocytes | PIGN | 0.34 | 0.36 | lasso | 9 | 0.35 | 2.4e-12 | -5.4 | -6.3 | 2.4e-10 | 0.22 | 0.98 | 0.02 | TRUE |
8 | GTEx | Cells Transformed fibroblasts | PIGN | 0.49 | 0.43 | enet | 43 | 0.52 | 1.0e-44 | 2.9 | -5.8 | 5.9e-09 | 0.24 | 1.00 | 0.00 | FALSE |
9 | GTEx | Esophagus Mucosa | PIGN | 0.32 | 0.26 | enet | 41 | 0.33 | 8.6e-23 | -5.3 | -6.4 | 1.9e-10 | 0.23 | 1.00 | 0.00 | FALSE |
10 | GTEx | Esophagus Muscularis | PIGN | 0.17 | 0.16 | lasso | 4 | 0.17 | 1.6e-10 | -5.7 | -6.2 | 4.5e-10 | 0.21 | 1.00 | 0.00 | TRUE |
11 | GTEx | Lung | PIGN | 0.12 | 0.03 | lasso | 5 | 0.09 | 1.5e-07 | 2.8 | -5.7 | 9.6e-09 | 0.23 | 0.91 | 0.01 | FALSE |
12 | GTEx | Prostate | PIGN | 0.36 | 0.11 | enet | 11 | 0.14 | 2.6e-04 | 5.5 | -5.5 | 2.8e-08 | 0.19 | 0.24 | 0.15 | FALSE |
13 | GTEx | Skin Not Sun Exposed Suprapubic | PIGN | 0.21 | 0.05 | enet | 26 | 0.16 | 4.5e-09 | -5.5 | -5.4 | 6.8e-08 | 0.22 | 0.98 | 0.00 | TRUE |
14 | GTEx | Skin Sun Exposed Lower leg | TNFRSF11A | 0.18 | 0.08 | enet | 14 | 0.11 | 1.6e-09 | -6.0 | 5.3 | 1.0e-07 | -0.25 | 0.98 | 0.00 | FALSE |
15 | GTEx | Skin Sun Exposed Lower leg | PIGN | 0.37 | 0.26 | enet | 46 | 0.32 | 2.3e-27 | -5.3 | -6.8 | 8.7e-12 | 0.26 | 1.00 | 0.00 | FALSE |
16 | GTEx | Spleen | PIGN | 0.23 | 0.07 | enet | 22 | 0.10 | 1.3e-03 | 2.9 | -6.1 | 1.1e-09 | 0.35 | 0.10 | 0.48 | FALSE |
17 | GTEx | Stomach | PIGN | 0.18 | 0.06 | lasso | 11 | 0.06 | 1.0e-03 | 4.8 | -6.4 | 1.5e-10 | 0.27 | 0.62 | 0.15 | FALSE |
18 | GTEx | Testis | PIGN | 0.24 | 0.27 | lasso | 7 | 0.28 | 1.3e-12 | -5.3 | -6.1 | 9.5e-10 | 0.19 | 1.00 | 0.00 | FALSE |
19 | GTEx | Whole Blood | PIGN | 0.13 | 0.08 | enet | 19 | 0.07 | 1.1e-06 | -5.4 | -5.4 | 5.2e-08 | 0.18 | 0.99 | 0.01 | FALSE |
20 | METSIM | Adipose | BCL2 | 0.07 | 0.01 | lasso | 4 | 0.03 | 9.7e-06 | -6.5 | -8.5 | 2.4e-17 | 0.07 | 0.16 | 0.30 | TRUE |
21 | The Cancer Genome Atlas | Cervical Squamous Cell Carcinoma | PIGN | 0.17 | 0.04 | blup | 105 | 0.11 | 4.2e-06 | -5.6 | -5.8 | 6.0e-09 | 0.20 | 0.25 | 0.70 | FALSE |
22 | The Cancer Genome Atlas | Esophageal Carcinoma | PIGN | 0.15 | 0.09 | blup | 107 | 0.10 | 5.2e-04 | -6.5 | -5.7 | 1.6e-08 | 0.19 | 0.01 | 0.97 | FALSE |
23 | The Cancer Genome Atlas | Head and Neck Squamous Cell Carcinoma | PIGN | 0.12 | 0.12 | enet | 15 | 0.13 | 4.7e-14 | -5.6 | -6.2 | 7.8e-10 | 0.22 | 0.35 | 0.65 | FALSE |
24 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | PIGN | 0.15 | 0.20 | lasso | 7 | 0.24 | 4.3e-26 | 4.8 | -6.0 | 2.5e-09 | 0.22 | 0.96 | 0.04 | FALSE |
25 | The Cancer Genome Atlas | Lung Adenocarcinoma | PIGN | 0.09 | 0.06 | blup | 106 | 0.08 | 2.9e-09 | -5.3 | -6.4 | 1.7e-10 | 0.25 | 0.10 | 0.89 | FALSE |
26 | The Cancer Genome Atlas | Lung Adenocarcinoma | TNFRSF11A | 0.04 | 0.00 | blup | 103 | 0.02 | 2.0e-03 | 6.3 | 7.4 | 1.7e-13 | -0.24 | 0.07 | 0.07 | TRUE |
27 | The Cancer Genome Atlas | Lung Squamous Cell Carcinoma | PIGN | 0.17 | 0.04 | enet | 14 | 0.11 | 1.6e-12 | -5.6 | -5.7 | 1.0e-08 | 0.22 | 0.14 | 0.86 | TRUE |
28 | The Cancer Genome Atlas | Stomach Adenocarcinoma | PIGN | 0.18 | 0.12 | enet | 13 | 0.16 | 1.5e-11 | -5.4 | -6.2 | 6.1e-10 | 0.23 | 0.40 | 0.60 | FALSE |
29 | The Cancer Genome Atlas | Testicular Germ Cell Tumors | PIGN | 0.29 | 0.12 | lasso | 8 | 0.17 | 1.1e-06 | 4.8 | -6.1 | 8.0e-10 | 0.21 | 0.10 | 0.85 | TRUE |
30 | The Cancer Genome Atlas | Thyroid Carcinoma | TNFRSF11A | 0.10 | 0.10 | lasso | 5 | 0.09 | 7.4e-09 | -6.0 | 6.2 | 4.4e-10 | -0.22 | 1.00 | 0.00 | FALSE |
31 | The Cancer Genome Atlas | Uterine Corpus Endometrial Carcinoma | PIGN | 0.18 | 0.04 | blup | 108 | 0.11 | 6.3e-04 | -5.4 | -6.3 | 2.4e-10 | 0.21 | 0.05 | 0.60 | FALSE |