Best TWAS P=2.15e-10 · Best GWAS P=2.48e-10 conditioned to 0.000452
# | 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 | 6.0 | 6.0 | 1.9e-09 | 0.00 | 0.00 | 1.00 | FALSE |
2 | GTEx | Artery Aorta | PRR12 | 0.21 | 0.13 | lasso | 5 | 0.15 | 7.6e-09 | 4.8 | 5.4 | 6.4e-08 | 0.02 | 0.01 | 0.99 | FALSE |
3 | GTEx | Brain Cerebellar Hemisphere | PRR12 | 0.27 | 0.12 | lasso | 5 | 0.10 | 2.0e-03 | 5.9 | 6.1 | 1.2e-09 | -0.02 | 0.01 | 0.89 | FALSE |
4 | GTEx | Brain Cerebellum | PRR12 | 0.36 | 0.33 | lasso | 6 | 0.31 | 6.8e-10 | 5.9 | 6.0 | 1.5e-09 | -0.01 | 0.00 | 1.00 | FALSE |
5 | GTEx | Cells Transformed fibroblasts | RASIP1 | 0.19 | 0.14 | lasso | 6 | 0.20 | 6.1e-15 | -6.3 | -5.8 | 5.1e-09 | 0.96 | 0.00 | 1.00 | FALSE |
6 | GTEx | Colon Sigmoid | PRR12 | 0.20 | 0.01 | lasso | 8 | 0.00 | 4.9e-01 | 6.0 | 5.7 | 1.5e-08 | 0.01 | 0.02 | 0.57 | FALSE |
7 | GTEx | Colon Transverse | PRR12 | 0.27 | 0.09 | enet | 8 | 0.16 | 4.7e-08 | 3.2 | 5.6 | 2.7e-08 | -0.05 | 0.12 | 0.88 | FALSE |
8 | GTEx | Esophagus Mucosa | PRR12 | 0.23 | 0.11 | lasso | 6 | 0.21 | 3.2e-14 | 3.2 | 5.6 | 2.2e-08 | -0.02 | 0.02 | 0.98 | FALSE |
9 | GTEx | Esophagus Muscularis | PRR12 | 0.19 | 0.16 | lasso | 3 | 0.16 | 6.4e-10 | 6.0 | 6.0 | 2.5e-09 | 0.01 | 0.00 | 1.00 | FALSE |
10 | GTEx | Esophagus Muscularis | CTB-33G10.11 | 0.09 | 0.00 | lasso | 4 | 0.00 | 2.7e-01 | 5.3 | 6.0 | 2.0e-09 | -0.03 | 0.01 | 0.90 | FALSE |
11 | GTEx | Liver | PRRG2 | 0.23 | 0.10 | lasso | 2 | 0.12 | 3.1e-04 | 6.0 | 6.0 | 1.9e-09 | 0.01 | 0.00 | 0.98 | FALSE |
12 | GTEx | Lung | PRR12 | 0.13 | 0.11 | lasso | 2 | 0.10 | 5.8e-08 | 6.0 | 5.9 | 2.8e-09 | 0.00 | 0.00 | 1.00 | FALSE |
13 | GTEx | Nerve Tibial | PRR12 | 0.20 | 0.18 | lasso | 3 | 0.17 | 7.4e-12 | 6.0 | 5.9 | 2.7e-09 | 0.00 | 0.00 | 1.00 | FALSE |
14 | GTEx | Pancreas | PRR12 | 0.19 | 0.17 | lasso | 2 | 0.16 | 3.8e-07 | 6.0 | 5.7 | 9.7e-09 | 0.00 | 0.00 | 1.00 | FALSE |
15 | GTEx | Skin Not Sun Exposed Suprapubic | NTN5 | 0.19 | 0.07 | lasso | 5 | 0.08 | 2.5e-05 | -5.5 | -5.2 | 1.9e-07 | 0.91 | 0.02 | 0.98 | FALSE |
16 | GTEx | Skin Sun Exposed Lower leg | PRRG2 | 0.23 | 0.18 | lasso | 3 | 0.21 | 1.3e-17 | 5.8 | 5.5 | 4.1e-08 | 0.03 | 0.01 | 0.99 | FALSE |
17 | GTEx | Skin Sun Exposed Lower leg | NTN5 | 0.11 | 0.09 | enet | 18 | 0.05 | 6.2e-05 | -6.3 | -5.7 | 1.1e-08 | 0.90 | 0.00 | 1.00 | FALSE |
18 | GTEx | Skin Sun Exposed Lower leg | NOSIP | 0.13 | 0.12 | lasso | 1 | 0.11 | 3.2e-09 | 5.2 | 5.2 | 2.3e-07 | -0.05 | 0.25 | 0.75 | FALSE |
19 | GTEx | Testis | NTN5 | 0.16 | 0.02 | enet | 23 | 0.06 | 9.6e-04 | -5.5 | -5.2 | 1.8e-07 | 0.66 | 0.04 | 0.63 | FALSE |
20 | GTEx | Thyroid | NTN5 | 0.14 | 0.02 | enet | 26 | 0.04 | 4.4e-04 | -5.5 | -5.2 | 2.3e-07 | 0.65 | 0.01 | 0.99 | FALSE |
21 | METSIM | Adipose | PRR12 | 0.06 | 0.06 | enet | 10 | 0.06 | 9.4e-09 | 6.0 | 6.2 | 4.9e-10 | 0.00 | 0.00 | 1.00 | TRUE |
22 | The Cancer Genome Atlas | Breast Invasive Carcinoma | NTN5 | 0.02 | 0.01 | enet | 11 | 0.01 | 7.6e-04 | -5.0 | -6.1 | 1.2e-09 | 0.80 | 0.01 | 0.91 | FALSE |
23 | The Cancer Genome Atlas | Breast Invasive Carcinoma | RASIP1 | 0.02 | 0.02 | blup | 56 | 0.03 | 3.8e-07 | -5.2 | -5.4 | 5.1e-08 | 0.89 | 0.02 | 0.98 | FALSE |
24 | The Cancer Genome Atlas | Breast Invasive Carcinoma | SEC1 | 0.05 | 0.05 | enet | 5 | 0.05 | 2.2e-11 | 4.9 | -5.3 | 8.9e-08 | 0.39 | 0.25 | 0.75 | FALSE |
25 | The Cancer Genome Atlas | Cervical Squamous Cell Carcinoma | FUT2 | 0.10 | 0.02 | blup | 55 | 0.06 | 6.8e-04 | -5.0 | 5.3 | 1.4e-07 | -0.90 | 0.02 | 0.98 | FALSE |
26 | The Cancer Genome Atlas | Colon Adenocarcinoma | FUT2 | 0.18 | 0.22 | enet | 12 | 0.18 | 6.8e-11 | -5.5 | 5.8 | 8.7e-09 | -0.96 | 0.03 | 0.97 | FALSE |
27 | The Cancer Genome Atlas | Colon Adenocarcinoma | PRRG2 | 0.05 | 0.05 | lasso | 2 | 0.02 | 1.9e-02 | 6.0 | -6.0 | 2.1e-09 | -0.01 | 0.00 | 0.91 | FALSE |
28 | The Cancer Genome Atlas | Esophageal Carcinoma | FUT2 | 0.33 | 0.27 | lasso | 3 | 0.24 | 3.9e-08 | 5.6 | 5.7 | 1.1e-08 | -0.87 | 0.02 | 0.97 | FALSE |
29 | The Cancer Genome Atlas | Head and Neck Squamous Cell Carcinoma | FUT2 | 0.11 | 0.22 | blup | 52 | 0.22 | 6.3e-24 | -6.3 | 5.7 | 1.3e-08 | -0.92 | 0.00 | 1.00 | FALSE |
30 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | SEC1 | 0.14 | 0.13 | lasso | 2 | 0.13 | 1.6e-14 | 5.9 | -5.9 | 3.8e-09 | 0.40 | 0.05 | 0.95 | FALSE |
31 | The Cancer Genome Atlas | Kidney Renal Papillary Cell Carcinoma | NTN5 | 0.11 | 0.02 | blup | 41 | 0.07 | 1.2e-04 | 3.6 | -5.8 | 5.9e-09 | 0.77 | 0.02 | 0.79 | FALSE |
32 | The Cancer Genome Atlas | Kidney Renal Papillary Cell Carcinoma | PRR12 | 0.09 | 0.03 | lasso | 6 | 0.06 | 4.0e-04 | 3.2 | 5.1 | 3.0e-07 | -0.01 | 0.01 | 0.86 | FALSE |
33 | The Cancer Genome Atlas | Brain Lower Grade Glioma | NTN5 | 0.05 | 0.04 | lasso | 2 | 0.02 | 6.7e-04 | -5.2 | -5.2 | 1.8e-07 | 0.92 | 0.02 | 0.98 | FALSE |
34 | The Cancer Genome Atlas | Brain Lower Grade Glioma | SEC1 | 0.16 | 0.11 | lasso | 4 | 0.11 | 2.1e-12 | 5.7 | -6.4 | 2.2e-10 | 0.53 | 0.07 | 0.93 | TRUE |
35 | The Cancer Genome Atlas | Lung Adenocarcinoma | FUT2 | 0.09 | 0.12 | blup | 52 | 0.12 | 4.2e-14 | -5.0 | 5.5 | 4.4e-08 | -0.92 | 0.02 | 0.98 | FALSE |
36 | The Cancer Genome Atlas | Lung Squamous Cell Carcinoma | FUT2 | 0.05 | 0.08 | lasso | 2 | 0.08 | 6.7e-09 | -5.4 | 5.5 | 3.5e-08 | -0.95 | 0.02 | 0.98 | FALSE |
37 | The Cancer Genome Atlas | Pancreatic Adenocarcinoma | FUT2 | 0.08 | 0.12 | lasso | 4 | 0.11 | 2.5e-05 | -6.3 | 6.3 | 2.5e-10 | -1.00 | 0.00 | 0.99 | FALSE |
38 | The Cancer Genome Atlas | Prostate Adenocarcinoma | FUT2 | 0.05 | 0.06 | blup | 52 | 0.06 | 8.6e-07 | -6.3 | 5.7 | 9.4e-09 | -0.93 | 0.00 | 0.99 | FALSE |
39 | The Cancer Genome Atlas | Prostate Adenocarcinoma | PRR12 | 0.03 | 0.00 | blup | 30 | 0.01 | 1.1e-02 | 6.0 | 5.1 | 3.0e-07 | -0.01 | 0.01 | 0.76 | FALSE |
40 | The Cancer Genome Atlas | Prostate Adenocarcinoma | SEC1 | 0.06 | 0.05 | enet | 2 | 0.06 | 1.9e-06 | 5.7 | -5.9 | 3.9e-09 | 0.41 | 0.07 | 0.92 | FALSE |
41 | The Cancer Genome Atlas | Rectum Adenocarcinoma | FUT2 | 0.26 | 0.28 | lasso | 10 | 0.22 | 5.2e-06 | -5.2 | 5.2 | 2.4e-07 | -0.91 | 0.02 | 0.97 | FALSE |
42 | The Cancer Genome Atlas | Soft Tissue Sarcoma | SEC1 | 0.31 | 0.17 | lasso | 6 | 0.17 | 1.4e-10 | 5.7 | -5.4 | 5.6e-08 | 0.36 | 0.12 | 0.88 | FALSE |
43 | The Cancer Genome Atlas | Stomach Adenocarcinoma | FUT2 | 0.14 | 0.16 | lasso | 8 | 0.14 | 4.9e-10 | -6.3 | 6.0 | 1.8e-09 | -0.99 | 0.00 | 1.00 | FALSE |
44 | The Cancer Genome Atlas | Thyroid Carcinoma | FUT2 | 0.06 | 0.04 | blup | 54 | 0.06 | 1.1e-06 | 5.6 | 5.2 | 2.2e-07 | -0.87 | 0.02 | 0.98 | FALSE |
45 | The Cancer Genome Atlas | Thyroid Carcinoma | NTN5 | 0.11 | 0.07 | blup | 43 | 0.09 | 2.6e-09 | -5.0 | -5.3 | 1.3e-07 | 0.88 | 0.08 | 0.92 | FALSE |
46 | The Cancer Genome Atlas | Thyroid Carcinoma | SPHK2 | 0.06 | 0.06 | lasso | 5 | 0.06 | 1.0e-06 | 5.7 | 5.5 | 3.4e-08 | -0.37 | 0.00 | 1.00 | FALSE |