Best TWAS P=3.5e-10 · Best GWAS P=8.23e-15 conditioned to 3.94e-09
# | 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 | Artery Aorta | AK9 | 0.16 | 0.14 | enet | 32 | 0.14 | 3.7e-08 | 3.9 | 5.1 | 3.1e-07 | 0.01 | 0.27 | 0.72 | FALSE |
2 | GTEx | Artery Coronary | AK9 | 0.27 | 0.26 | enet | 18 | 0.28 | 5.2e-10 | 3.9 | 5.2 | 1.7e-07 | 0.01 | 0.49 | 0.50 | FALSE |
3 | GTEx | Artery Tibial | MICAL1 | 0.08 | 0.02 | lasso | 3 | 0.01 | 6.5e-02 | -6.0 | -5.9 | 2.9e-09 | 0.00 | 0.01 | 0.97 | FALSE |
4 | GTEx | Artery Tibial | AK9 | 0.13 | 0.12 | enet | 18 | 0.13 | 3.5e-10 | -5.0 | 5.3 | 1.1e-07 | 0.01 | 0.24 | 0.76 | FALSE |
5 | GTEx | Artery Tibial | RP11-425D10.10 | 0.10 | 0.10 | lasso | 4 | 0.10 | 3.9e-08 | -5.9 | -5.6 | 1.9e-08 | -0.01 | 0.02 | 0.98 | FALSE |
6 | GTEx | Brain Cortex | AK9 | 0.21 | 0.03 | enet | 29 | 0.16 | 3.2e-05 | -5.1 | 5.1 | 3.0e-07 | 0.02 | 0.09 | 0.85 | FALSE |
7 | GTEx | Breast Mammary Tissue | AK9 | 0.17 | 0.13 | enet | 19 | 0.13 | 4.0e-07 | -4.9 | 5.2 | 2.2e-07 | 0.01 | 0.02 | 0.98 | FALSE |
8 | GTEx | Breast Mammary Tissue (Male) | AK9 | 0.10 | 0.03 | lasso | 3 | -0.01 | 5.4e-01 | -6.0 | 6.0 | 1.9e-09 | 0.02 | 0.03 | 0.55 | FALSE |
9 | GTEx | Breast Mammary Tissue (Female) | RP11-425D10.10 | 0.14 | 0.04 | lasso | 10 | 0.02 | 6.5e-02 | -5.8 | -5.6 | 2.1e-08 | -0.01 | 0.03 | 0.55 | FALSE |
10 | GTEx | Colon Transverse | RP11-425D10.10 | 0.12 | 0.13 | enet | 21 | 0.14 | 2.2e-07 | -5.9 | -5.3 | 1.4e-07 | -0.01 | 0.03 | 0.97 | FALSE |
11 | GTEx | Esophagus Mucosa | SMPD2 | 0.17 | 0.20 | lasso | 10 | 0.22 | 2.2e-14 | -5.7 | -5.4 | 5.2e-08 | -0.01 | 0.02 | 0.98 | FALSE |
12 | GTEx | Esophagus Mucosa | AK9 | 0.11 | 0.06 | lasso | 13 | 0.04 | 6.0e-04 | -5.1 | 5.6 | 2.3e-08 | 0.02 | 0.03 | 0.97 | FALSE |
13 | GTEx | Esophagus Muscularis | CD164 | 0.04 | 0.02 | enet | 6 | 0.01 | 1.0e-01 | -4.9 | -5.3 | 1.3e-07 | -0.01 | 0.05 | 0.83 | FALSE |
14 | GTEx | Lung | RP11-425D10.10 | 0.10 | 0.08 | enet | 24 | 0.07 | 6.4e-06 | -5.8 | -5.5 | 4.1e-08 | -0.03 | 0.02 | 0.98 | FALSE |
15 | GTEx | Nerve Tibial | AK9 | 0.18 | 0.15 | enet | 26 | 0.18 | 1.5e-12 | -4.9 | 5.2 | 1.7e-07 | 0.03 | 0.30 | 0.69 | FALSE |
16 | GTEx | Ovary | RP11-425D10.10 | 0.15 | 0.10 | lasso | 5 | 0.02 | 9.0e-02 | -4.9 | -5.3 | 1.4e-07 | -0.01 | 0.03 | 0.86 | FALSE |
17 | GTEx | Skin Not Sun Exposed Suprapubic | RP11-425D10.10 | 0.20 | 0.27 | lasso | 5 | 0.27 | 5.5e-15 | -5.0 | -5.2 | 2.7e-07 | 0.00 | 0.31 | 0.68 | FALSE |
18 | GTEx | Skin Sun Exposed Lower leg | SMPD2 | 0.19 | 0.19 | lasso | 12 | 0.24 | 1.6e-19 | -5.0 | -5.2 | 1.5e-07 | 0.00 | 0.28 | 0.72 | FALSE |
19 | GTEx | Spleen | RP11-425D10.10 | 0.17 | 0.04 | enet | 26 | 0.12 | 4.7e-04 | -6.0 | -5.3 | 1.5e-07 | 0.04 | 0.04 | 0.84 | FALSE |
20 | GTEx | Testis | MICAL1 | 0.28 | 0.02 | enet | 25 | 0.02 | 4.2e-02 | -3.7 | -6.3 | 3.5e-10 | -0.08 | 0.03 | 0.80 | TRUE |
21 | GTEx | Thyroid | PPIL6 | 0.17 | 0.05 | lasso | 4 | 0.12 | 4.4e-09 | -5.8 | 5.2 | 2.6e-07 | 0.05 | 0.02 | 0.98 | FALSE |
22 | GTEx | Vagina | RP11-425D10.10 | 0.42 | 0.22 | lasso | 19 | 0.17 | 9.0e-05 | -4.9 | -5.3 | 9.3e-08 | -0.01 | 0.03 | 0.95 | FALSE |
23 | GTEx | Whole Blood | RP11-425D10.10 | 0.04 | 0.03 | enet | 16 | 0.03 | 6.2e-04 | -5.0 | -5.4 | 5.3e-08 | -0.01 | 0.03 | 0.96 | FALSE |
24 | METSIM | Adipose | AK9 | 0.05 | 0.03 | lasso | 6 | 0.02 | 1.0e-04 | -6.0 | 5.9 | 4.0e-09 | 0.02 | 0.02 | 0.98 | FALSE |
25 | YFS | Blood | FOXO3 | 0.03 | 0.01 | lasso | 3 | 0.02 | 3.2e-07 | -6.9 | 5.9 | 4.6e-09 | -0.77 | 0.03 | 0.97 | TRUE |
26 | The Cancer Genome Atlas | Bladder Urothelial Carcinoma | SMPD2 | 0.04 | 0.04 | blup | 43 | 0.05 | 3.9e-05 | -5.9 | -5.5 | 2.9e-08 | -0.01 | 0.01 | 0.98 | FALSE |
27 | The Cancer Genome Atlas | Esophageal Carcinoma | SMPD2 | 0.12 | 0.09 | blup | 41 | 0.07 | 2.6e-03 | -5.8 | -5.7 | 1.3e-08 | -0.01 | 0.01 | 0.88 | FALSE |
28 | The Cancer Genome Atlas | Brain Lower Grade Glioma | AKD1 | 0.12 | 0.11 | lasso | 6 | 0.12 | 9.8e-14 | -5.1 | 5.2 | 2.2e-07 | 0.01 | 0.25 | 0.75 | FALSE |
29 | The Cancer Genome Atlas | Brain Lower Grade Glioma | ZBTB24 | 0.04 | 0.05 | lasso | 4 | 0.04 | 7.8e-06 | -5.9 | 5.7 | 1.0e-08 | 0.01 | 0.01 | 0.99 | FALSE |
30 | The Cancer Genome Atlas | Liver Hepatocellular Carcinoma | PPIL6 | 0.07 | 0.03 | blup | 53 | 0.02 | 5.8e-02 | -4.0 | 5.5 | 3.0e-08 | 0.00 | 0.02 | 0.60 | FALSE |
31 | The Cancer Genome Atlas | Lung Adenocarcinoma | AKD1 | 0.05 | 0.03 | blup | 122 | 0.04 | 1.3e-05 | -5.1 | 5.5 | 3.0e-08 | 0.00 | 0.02 | 0.98 | FALSE |
32 | The Cancer Genome Atlas | Stomach Adenocarcinoma | SMPD2 | 0.07 | 0.07 | blup | 44 | 0.08 | 3.4e-06 | -5.9 | -5.4 | 7.7e-08 | 0.00 | 0.01 | 0.99 | FALSE |
33 | The Cancer Genome Atlas | Testicular Germ Cell Tumors | SMPD2 | 0.23 | 0.13 | lasso | 5 | 0.17 | 1.4e-06 | -5.0 | -5.2 | 2.1e-07 | 0.00 | 0.01 | 0.98 | FALSE |