Best TWAS P=7.4e-13 · Best GWAS P=1.93e-11 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 | GTEx | Adipose Subcutaneous | PRR12 | 0.11 | 0.10 | lasso | 1 | 0.09 | 1.0e-07 | 6.7 | 6.7 | 2.3e-11 | 0.99 | 0.00 | 1.00 | FALSE |
2 | GTEx | Artery Aorta | PRR12 | 0.21 | 0.13 | lasso | 5 | 0.15 | 7.6e-09 | 4.9 | 5.8 | 9.2e-09 | 0.95 | 0.01 | 0.99 | FALSE |
3 | GTEx | Brain Cerebellar Hemisphere | PRR12 | 0.27 | 0.12 | lasso | 5 | 0.10 | 2.0e-03 | 6.6 | 7.2 | 7.4e-13 | 0.96 | 0.01 | 0.88 | TRUE |
4 | GTEx | Brain Cerebellar Hemisphere | AP2A1 | 0.33 | 0.05 | lasso | 7 | 0.06 | 1.1e-02 | 3.6 | -5.3 | 1.2e-07 | -0.26 | 0.06 | 0.31 | FALSE |
5 | GTEx | Brain Cerebellum | PRR12 | 0.36 | 0.33 | lasso | 6 | 0.31 | 6.8e-10 | 6.6 | 6.8 | 9.5e-12 | 0.98 | 0.00 | 1.00 | FALSE |
6 | GTEx | Brain Nucleus accumbens basal ganglia | BCAT2 | 0.33 | 0.12 | lasso | 9 | 0.08 | 3.6e-03 | -4.8 | 5.3 | 1.2e-07 | 0.04 | 0.03 | 0.57 | TRUE |
7 | GTEx | Breast Mammary Tissue | PRR12 | 0.23 | 0.09 | lasso | 6 | 0.11 | 3.3e-06 | 4.0 | 6.0 | 2.2e-09 | 0.75 | 0.02 | 0.98 | FALSE |
8 | GTEx | Breast Mammary Tissue (Male) | PRR12 | 0.41 | 0.29 | lasso | 5 | 0.24 | 2.5e-06 | 4.0 | 6.1 | 1.3e-09 | 0.70 | 0.02 | 0.93 | FALSE |
9 | GTEx | Cells Transformed fibroblasts | TBC1D17 | 0.11 | 0.03 | enet | 23 | 0.04 | 6.5e-04 | -2.6 | 5.5 | 2.8e-08 | 0.12 | 0.87 | 0.01 | TRUE |
10 | GTEx | Cells Transformed fibroblasts | PRR12 | 0.14 | 0.06 | enet | 14 | 0.10 | 4.5e-08 | 6.6 | 5.3 | 1.0e-07 | 0.78 | 0.00 | 0.99 | FALSE |
11 | GTEx | Colon Sigmoid | PRR12 | 0.20 | 0.01 | lasso | 8 | 0.00 | 4.9e-01 | 6.7 | 6.9 | 4.9e-12 | 0.72 | 0.02 | 0.56 | FALSE |
12 | GTEx | Colon Transverse | PRR12 | 0.27 | 0.09 | enet | 8 | 0.16 | 4.7e-08 | 4.2 | 6.7 | 2.8e-11 | 0.74 | 0.14 | 0.86 | FALSE |
13 | GTEx | Esophagus Mucosa | PRR12 | 0.23 | 0.11 | lasso | 6 | 0.21 | 3.2e-14 | 4.2 | 6.6 | 5.3e-11 | 0.82 | 0.02 | 0.98 | FALSE |
14 | GTEx | Esophagus Muscularis | PRR12 | 0.19 | 0.16 | lasso | 3 | 0.16 | 6.4e-10 | 6.7 | 6.6 | 3.9e-11 | 0.99 | 0.00 | 1.00 | FALSE |
15 | GTEx | Esophagus Muscularis | CTB-33G10.11 | 0.09 | 0.00 | lasso | 4 | 0.00 | 2.7e-01 | 5.6 | 6.6 | 3.5e-11 | 0.87 | 0.01 | 0.90 | FALSE |
16 | GTEx | Liver | PRRG2 | 0.23 | 0.10 | lasso | 2 | 0.12 | 3.1e-04 | 6.7 | 6.7 | 1.7e-11 | 0.99 | 0.00 | 0.98 | FALSE |
17 | GTEx | Lung | PRR12 | 0.13 | 0.11 | lasso | 2 | 0.10 | 5.8e-08 | 6.7 | 6.8 | 7.2e-12 | 0.99 | 0.00 | 1.00 | FALSE |
18 | GTEx | Nerve Tibial | PRR12 | 0.20 | 0.18 | lasso | 3 | 0.17 | 7.4e-12 | 6.7 | 6.7 | 2.3e-11 | 0.99 | 0.00 | 1.00 | FALSE |
19 | GTEx | Pancreas | PRR12 | 0.19 | 0.17 | lasso | 2 | 0.16 | 3.8e-07 | 6.7 | 6.9 | 6.1e-12 | 0.95 | 0.00 | 0.99 | FALSE |
20 | GTEx | Skin Sun Exposed Lower leg | PRRG2 | 0.23 | 0.18 | lasso | 3 | 0.21 | 1.3e-17 | 6.6 | 6.2 | 4.5e-10 | 0.97 | 0.01 | 0.99 | FALSE |
21 | GTEx | Skin Sun Exposed Lower leg | NOSIP | 0.13 | 0.12 | lasso | 1 | 0.11 | 3.2e-09 | 5.5 | 5.5 | 3.1e-08 | 0.68 | 0.64 | 0.36 | FALSE |
22 | GTEx | Testis | NTN5 | 0.16 | 0.02 | enet | 23 | 0.06 | 9.6e-04 | -3.9 | -5.3 | 1.1e-07 | 0.00 | 0.04 | 0.50 | FALSE |
23 | GTEx | Vagina | PRR12 | 0.49 | 0.14 | lasso | 6 | 0.32 | 4.6e-08 | 4.0 | 6.4 | 1.8e-10 | 0.30 | 0.09 | 0.27 | FALSE |
24 | METSIM | Adipose | PRR12 | 0.06 | 0.06 | enet | 10 | 0.06 | 9.4e-09 | 6.7 | 6.8 | 9.5e-12 | 0.98 | 0.00 | 1.00 | FALSE |
25 | The Cancer Genome Atlas | Breast Invasive Carcinoma | PRR12 | 0.04 | 0.03 | lasso | 4 | 0.02 | 1.1e-05 | 5.2 | 5.8 | 7.2e-09 | 0.82 | 0.02 | 0.96 | FALSE |
26 | The Cancer Genome Atlas | Colon Adenocarcinoma | PRR12 | 0.04 | 0.02 | blup | 30 | 0.03 | 7.1e-03 | 5.7 | 6.2 | 8.0e-10 | 0.88 | 0.02 | 0.52 | FALSE |
27 | The Cancer Genome Atlas | Colon Adenocarcinoma | PRRG2 | 0.05 | 0.05 | lasso | 2 | 0.02 | 1.9e-02 | 6.7 | -6.7 | 2.0e-11 | -0.99 | 0.00 | 0.91 | FALSE |
28 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | SEC1 | 0.14 | 0.13 | lasso | 2 | 0.13 | 1.6e-14 | 5.1 | -5.1 | 2.9e-07 | 0.03 | 0.00 | 1.00 | FALSE |
29 | The Cancer Genome Atlas | Kidney Renal Papillary Cell Carcinoma | PRR12 | 0.09 | 0.03 | lasso | 6 | 0.06 | 4.0e-04 | 4.2 | 6.1 | 1.1e-09 | 0.75 | 0.01 | 0.86 | FALSE |
30 | The Cancer Genome Atlas | Kidney Renal Papillary Cell Carcinoma | PRRG2 | 0.06 | 0.10 | lasso | 5 | 0.09 | 1.3e-05 | 5.2 | 5.4 | 5.7e-08 | 0.84 | 0.02 | 0.96 | FALSE |
31 | The Cancer Genome Atlas | Brain Lower Grade Glioma | RPS11 | 0.03 | 0.01 | enet | 11 | 0.01 | 1.5e-02 | 3.7 | -5.4 | 7.5e-08 | -0.52 | 0.00 | 0.10 | FALSE |
32 | The Cancer Genome Atlas | Brain Lower Grade Glioma | SEC1 | 0.16 | 0.11 | lasso | 4 | 0.11 | 2.1e-12 | 4.7 | -5.4 | 5.7e-08 | 0.03 | 0.00 | 0.99 | TRUE |
33 | The Cancer Genome Atlas | Lung Squamous Cell Carcinoma | PRR12 | 0.03 | 0.00 | blup | 30 | 0.01 | 2.1e-02 | 4.2 | 5.7 | 1.1e-08 | 0.82 | 0.01 | 0.66 | FALSE |
34 | The Cancer Genome Atlas | Prostate Adenocarcinoma | PRR12 | 0.03 | 0.00 | blup | 30 | 0.01 | 1.1e-02 | 6.7 | 5.1 | 2.9e-07 | 0.88 | 0.01 | 0.77 | FALSE |
35 | The Cancer Genome Atlas | Testicular Germ Cell Tumors | PRRG2 | 0.11 | 0.09 | lasso | 1 | 0.06 | 4.1e-03 | 5.2 | 5.2 | 2.3e-07 | 0.75 | 0.02 | 0.36 | FALSE |