Best TWAS P=4.63e-48 · Best GWAS P=2.03e-44 conditioned to 0.405
# | 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 | PAQR8 | 0.09 | 0.01 | enet | 17 | 0.05 | 2.9e-05 | 3.66 | -6.6 | 4.1e-11 | -0.44 | 0.14 | 0.24 | FALSE |
2 | GTEx | Artery Aorta | PAQR8 | 0.21 | 0.02 | enet | 22 | 0.04 | 1.9e-03 | 8.62 | 10.5 | 1.1e-25 | 0.03 | 0.30 | 0.04 | TRUE |
3 | GTEx | Cells Transformed fibroblasts | PAQR8 | 0.27 | 0.13 | enet | 17 | 0.21 | 9.4e-16 | -6.19 | 7.2 | 6.7e-13 | 0.03 | 1.00 | 0.00 | FALSE |
4 | GTEx | Colon Sigmoid | TRAM2-AS1 | 0.20 | 0.02 | lasso | 4 | 0.02 | 7.4e-02 | 3.22 | 5.8 | 5.8e-09 | 0.00 | 0.08 | 0.15 | FALSE |
5 | GTEx | Esophagus Mucosa | RP1-152L7.5 | 0.13 | 0.04 | lasso | 3 | 0.05 | 3.8e-04 | 11.37 | -10.6 | 2.2e-26 | -0.63 | 0.25 | 0.67 | FALSE |
6 | METSIM | Adipose | FBXO9 | 0.09 | 0.00 | bslmm | 538 | 0.01 | 1.6e-02 | -0.53 | 5.2 | 2.5e-07 | 0.03 | 0.07 | 0.02 | TRUE |
7 | NTR | Blood | TRAM2 | 0.04 | 0.02 | blup | 589 | 0.02 | 9.3e-08 | 3.60 | -8.4 | 2.9e-17 | -0.03 | 0.99 | 0.00 | TRUE |
8 | YFS | Blood | EFHC1 | 0.04 | 0.00 | enet | 18 | 0.02 | 2.2e-06 | 5.66 | -7.6 | 3.4e-14 | 0.00 | 0.45 | 0.01 | FALSE |
9 | YFS | Blood | GSTA4 | 0.02 | 0.01 | blup | 511 | 0.01 | 1.0e-04 | 1.14 | -6.8 | 7.4e-12 | -0.37 | 0.61 | 0.17 | FALSE |
10 | The Cancer Genome Atlas | Bladder Urothelial Carcinoma | GSTA1 | 0.04 | 0.03 | blup | 34 | 0.04 | 4.0e-04 | -12.27 | -14.2 | 1.7e-45 | -0.84 | 0.05 | 0.77 | FALSE |
11 | The Cancer Genome Atlas | Breast Invasive Carcinoma | GSTA1 | 0.02 | 0.03 | blup | 34 | 0.03 | 1.1e-06 | 13.49 | -14.2 | 7.6e-46 | -0.92 | 0.02 | 0.98 | FALSE |
12 | The Cancer Genome Atlas | Colon Adenocarcinoma | GSTA1 | 0.08 | 0.06 | blup | 34 | 0.09 | 7.2e-06 | 13.65 | -14.6 | 4.6e-48 | -0.90 | 0.07 | 0.92 | TRUE |
13 | The Cancer Genome Atlas | Esophageal Carcinoma | GSTA1 | 0.10 | 0.07 | enet | 11 | 0.09 | 7.0e-04 | 13.92 | -14.5 | 1.5e-47 | -0.95 | 0.01 | 0.97 | FALSE |
14 | The Cancer Genome Atlas | Head and Neck Squamous Cell Carcinoma | PAQR8 | 0.07 | 0.06 | blup | 90 | 0.06 | 1.6e-07 | 3.66 | 7.0 | 1.9e-12 | 0.04 | 0.29 | 0.71 | FALSE |
15 | The Cancer Genome Atlas | Kidney Renal Papillary Cell Carcinoma | GSTA1 | 0.05 | 0.04 | enet | 10 | 0.05 | 1.1e-03 | 13.65 | -13.1 | 5.1e-39 | -0.82 | 0.04 | 0.34 | FALSE |
16 | The Cancer Genome Atlas | Brain Lower Grade Glioma | EFHC1 | 0.05 | 0.00 | blup | 126 | 0.02 | 3.4e-03 | 5.39 | 5.3 | 1.2e-07 | 0.04 | 0.05 | 0.43 | FALSE |
17 | The Cancer Genome Atlas | Liver Hepatocellular Carcinoma | GSTA1 | 0.11 | 0.05 | blup | 34 | 0.08 | 1.6e-04 | 13.51 | -12.9 | 4.3e-38 | -0.84 | 0.02 | 0.91 | FALSE |
18 | The Cancer Genome Atlas | Lung Adenocarcinoma | GSTA1 | 0.06 | 0.11 | lasso | 4 | 0.11 | 1.5e-12 | 13.49 | -13.5 | 3.0e-41 | -0.84 | 0.30 | 0.70 | FALSE |
19 | The Cancer Genome Atlas | Ovarian Serous Cystadenocarcinoma | GSTA1 | 0.10 | 0.18 | blup | 34 | 0.18 | 1.7e-12 | 13.49 | -14.1 | 2.3e-45 | -0.92 | 0.07 | 0.93 | FALSE |
20 | The Cancer Genome Atlas | Pancreatic Adenocarcinoma | GSTA1 | 0.16 | 0.17 | lasso | 4 | 0.12 | 1.1e-05 | 13.62 | -13.9 | 5.0e-44 | -0.84 | 0.09 | 0.89 | FALSE |
21 | The Cancer Genome Atlas | Prostate Adenocarcinoma | GSTA1 | 0.04 | 0.03 | blup | 34 | 0.06 | 1.5e-06 | 13.61 | -14.2 | 1.7e-45 | -0.86 | 0.12 | 0.88 | FALSE |
22 | The Cancer Genome Atlas | Prostate Adenocarcinoma | PAQR8 | 0.04 | 0.03 | enet | 6 | 0.03 | 6.9e-04 | 8.62 | 6.9 | 3.9e-12 | 0.03 | 0.00 | 0.96 | FALSE |
23 | The Cancer Genome Atlas | Rectum Adenocarcinoma | GSTA1 | 0.15 | 0.11 | blup | 34 | 0.08 | 5.2e-03 | 13.62 | -13.5 | 1.4e-41 | -0.89 | 0.02 | 0.64 | FALSE |
24 | The Cancer Genome Atlas | Stomach Adenocarcinoma | GSTA1 | 0.12 | 0.10 | enet | 4 | 0.11 | 1.4e-08 | 13.62 | -13.7 | 5.3e-43 | -0.82 | 0.30 | 0.70 | FALSE |
25 | The Cancer Genome Atlas | Thyroid Carcinoma | EFHC1 | 0.05 | 0.03 | enet | 14 | 0.04 | 1.0e-04 | 2.76 | 6.1 | 1.1e-09 | -0.03 | 0.14 | 0.51 | FALSE |
26 | The Cancer Genome Atlas | Thyroid Carcinoma | GSTA1 | 0.04 | 0.05 | blup | 34 | 0.06 | 1.2e-06 | 13.66 | -13.9 | 5.0e-44 | -0.94 | 0.02 | 0.97 | FALSE |
27 | The Cancer Genome Atlas | Uterine Corpus Endometrial Carcinoma | GSTA1 | 0.13 | 0.15 | blup | 34 | 0.15 | 6.1e-05 | 13.65 | -14.3 | 2.9e-46 | -0.93 | 0.03 | 0.96 | FALSE |