Best TWAS P=5.1e-16 · Best GWAS P=9.1e-21 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 | POLR2E | 0.23 | 0.14 | bslmm | 451 | 0.17 | 5.2e-20 | -5.1 | -5.2 | 1.9e-07 | -0.12 | 1.00 | 0.00 | TRUE |
2 | GTEx | Breast Mammary Tissue | POLR2E | 0.39 | 0.06 | lasso | 8 | 0.16 | 2.1e-08 | 5.6 | -8.1 | 5.1e-16 | -0.47 | 0.41 | 0.17 | TRUE |
3 | GTEx | Cells Transformed fibroblasts | GPX4 | 0.37 | 0.20 | lasso | 9 | 0.23 | 4.3e-17 | 5.4 | 5.6 | 2.3e-08 | 0.63 | 1.00 | 0.00 | TRUE |
4 | GTEx | Prostate | GPX4 | 0.41 | 0.23 | lasso | 3 | 0.22 | 4.1e-06 | 5.4 | 6.9 | 7.2e-12 | 0.65 | 0.02 | 0.80 | FALSE |
5 | The Cancer Genome Atlas | Bladder Urothelial Carcinoma | GPX4 | 0.08 | 0.01 | lasso | 7 | 0.02 | 4.7e-03 | 9.3 | 8.1 | 5.3e-16 | 0.87 | 0.00 | 0.97 | FALSE |
6 | The Cancer Genome Atlas | Head and Neck Squamous Cell Carcinoma | GPX4 | 0.06 | 0.02 | enet | 8 | 0.06 | 5.8e-07 | 8.9 | 5.8 | 8.6e-09 | 0.63 | 0.01 | 0.98 | TRUE |
7 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | ABCA7 | 0.05 | 0.02 | blup | 71 | 0.04 | 4.7e-05 | -5.1 | -5.5 | 5.0e-08 | -0.29 | 0.44 | 0.04 | FALSE |
8 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | GPX4 | 0.12 | 0.11 | lasso | 4 | 0.12 | 3.9e-13 | 5.4 | 5.7 | 1.1e-08 | 0.63 | 1.00 | 0.00 | TRUE |
9 | The Cancer Genome Atlas | Liver Hepatocellular Carcinoma | GPX4 | 0.17 | 0.03 | blup | 45 | 0.10 | 1.2e-05 | 5.4 | 6.4 | 1.5e-10 | 0.67 | 0.01 | 0.92 | TRUE |
10 | The Cancer Genome Atlas | Prostate Adenocarcinoma | GPX4 | 0.21 | 0.15 | lasso | 4 | 0.14 | 6.9e-15 | 5.4 | 5.4 | 5.8e-08 | 0.66 | 1.00 | 0.00 | FALSE |
11 | The Cancer Genome Atlas | Prostate Adenocarcinoma | POLR2E | 0.06 | 0.00 | blup | 53 | 0.03 | 2.3e-04 | -1.3 | -5.2 | 1.5e-07 | -0.37 | 0.05 | 0.26 | TRUE |
12 | The Cancer Genome Atlas | Testicular Germ Cell Tumors | GPX4 | 0.27 | 0.03 | lasso | 5 | 0.15 | 4.5e-06 | 1.9 | 5.6 | 2.5e-08 | 0.47 | 0.01 | 0.35 | TRUE |