Best TWAS P=4.98e-19 · Best GWAS P=4.37e-20 conditioned to 1
# | 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 | NTR | Blood | SNAPC4 | 0.02 | 0.01 | lasso | 5 | 0.02 | 6.3e-07 | 6.9 | -6.5 | 9.1e-11 | -0.67 | 0.20 | 0.79 | FALSE |
2 | YFS | Blood | CARD9 | 0.22 | 0.37 | lasso | 5 | 0.39 | 1.3e-137 | 9.0 | 8.9 | 5.0e-19 | 0.97 | 0.01 | 0.99 | TRUE |
3 | YFS | Blood | INPP5E | 0.33 | 0.55 | lasso | 6 | 0.57 | 2.9e-235 | 7.0 | -7.1 | 1.4e-12 | -0.71 | 1.00 | 0.00 | FALSE |
4 | YFS | Blood | PMPCA | 0.03 | 0.01 | lasso | 5 | 0.02 | 2.7e-07 | 6.9 | 7.9 | 2.1e-15 | 0.79 | 0.05 | 0.95 | FALSE |
5 | The Cancer Genome Atlas | Breast Invasive Carcinoma | SEC16A | 0.02 | 0.00 | blup | 69 | 0.01 | 1.0e-03 | 6.6 | -7.5 | 4.5e-14 | -0.66 | 0.07 | 0.65 | FALSE |
6 | The Cancer Genome Atlas | Colon Adenocarcinoma | INPP5E | 0.11 | 0.08 | lasso | 2 | 0.08 | 3.4e-05 | 7.0 | -7.1 | 1.6e-12 | -0.71 | 0.14 | 0.12 | FALSE |
7 | The Cancer Genome Atlas | Colon Adenocarcinoma | SDCCAG3 | 0.08 | 0.01 | lasso | 4 | 0.02 | 3.1e-02 | 5.1 | -6.6 | 3.7e-11 | -0.69 | 0.04 | 0.22 | FALSE |
8 | The Cancer Genome Atlas | Colon Adenocarcinoma | SNAPC4 | 0.15 | 0.03 | enet | 12 | 0.05 | 1.0e-03 | 6.9 | -6.0 | 2.1e-09 | -0.45 | 0.07 | 0.14 | FALSE |
9 | The Cancer Genome Atlas | Head and Neck Squamous Cell Carcinoma | INPP5E | 0.03 | 0.01 | blup | 54 | 0.01 | 1.1e-02 | 7.4 | -7.3 | 2.9e-13 | -0.81 | 0.02 | 0.64 | FALSE |
10 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | SDCCAG3 | 0.04 | 0.05 | enet | 6 | 0.04 | 5.1e-05 | 5.1 | -6.7 | 1.7e-11 | -0.73 | 0.48 | 0.47 | FALSE |
11 | The Cancer Genome Atlas | Kidney Renal Papillary Cell Carcinoma | INPP5E | 0.07 | 0.04 | blup | 54 | 0.07 | 6.0e-05 | 6.1 | -8.4 | 4.2e-17 | -0.82 | 0.05 | 0.82 | FALSE |
12 | The Cancer Genome Atlas | Kidney Renal Papillary Cell Carcinoma | SDCCAG3 | 0.05 | 0.01 | blup | 61 | 0.01 | 5.9e-02 | 6.2 | -7.9 | 3.4e-15 | -0.85 | 0.03 | 0.57 | FALSE |
13 | The Cancer Genome Atlas | Brain Lower Grade Glioma | INPP5E | 0.04 | 0.02 | blup | 54 | 0.03 | 4.4e-04 | 6.6 | -6.9 | 5.6e-12 | -0.67 | 0.24 | 0.30 | FALSE |
14 | The Cancer Genome Atlas | Brain Lower Grade Glioma | SNAPC4 | 0.13 | 0.05 | enet | 7 | 0.06 | 1.7e-07 | 4.8 | -7.2 | 4.5e-13 | -0.66 | 0.65 | 0.23 | FALSE |
15 | The Cancer Genome Atlas | Prostate Adenocarcinoma | SDCCAG3 | 0.08 | 0.05 | lasso | 2 | 0.05 | 3.3e-06 | 5.1 | -6.9 | 7.0e-12 | -0.75 | 0.42 | 0.53 | FALSE |
16 | The Cancer Genome Atlas | Prostate Adenocarcinoma | SEC16A | 0.08 | 0.10 | lasso | 4 | 0.08 | 1.9e-08 | 6.0 | -6.2 | 6.4e-10 | -0.58 | 1.00 | 0.00 | FALSE |
17 | The Cancer Genome Atlas | Rectum Adenocarcinoma | DNLZ | 0.75 | 0.03 | enet | 20 | 0.22 | 7.0e-06 | 1.6 | -5.3 | 1.0e-07 | -0.42 | 0.00 | 0.11 | FALSE |
18 | The Cancer Genome Atlas | Testicular Germ Cell Tumors | INPP5E | 0.10 | 0.06 | blup | 54 | 0.08 | 8.1e-04 | 6.5 | -8.0 | 1.7e-15 | -0.83 | 0.04 | 0.66 | FALSE |
19 | The Cancer Genome Atlas | Thyroid Carcinoma | INPP5E | 0.11 | 0.16 | lasso | 3 | 0.16 | 2.4e-15 | 7.4 | -7.5 | 5.6e-14 | -0.82 | 0.91 | 0.09 | FALSE |
20 | The Cancer Genome Atlas | Thyroid Carcinoma | SDCCAG3 | 0.16 | 0.14 | lasso | 4 | 0.12 | 8.2e-12 | 5.1 | -5.2 | 1.9e-07 | -0.57 | 1.00 | 0.00 | FALSE |