Best TWAS P=1.33e-37 · Best GWAS P=5.21e-44 conditioned to NaN
# | 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 | CommonMind | Brain Pre-frontal Cortex | A4GALT | 0.20 | 0.04 | enet | 33 | 0.13 | 2.9e-15 | 1.8 | -9.4 | 4.8e-21 | 0.43 | 0.97 | 0.03 | FALSE |
2 | GTEx | Adipose Subcutaneous | A4GALT | 0.18 | 0.05 | enet | 35 | 0.15 | 4.1e-12 | 8.7 | -7.3 | 2.7e-13 | 0.49 | 0.06 | 0.89 | FALSE |
3 | GTEx | Artery Aorta | A4GALT | 0.24 | 0.09 | enet | 20 | 0.03 | 1.1e-02 | -13.9 | -12.6 | 1.7e-36 | 0.84 | 0.00 | 1.00 | FALSE |
4 | GTEx | Artery Tibial | TTLL12 | 0.38 | 0.08 | enet | 27 | 0.21 | 2.4e-16 | -4.7 | -5.2 | 2.3e-07 | 0.01 | 1.00 | 0.00 | FALSE |
5 | GTEx | Cells EBV-transformed lymphocytes | SERHL | 0.51 | 0.09 | enet | 29 | 0.26 | 3.5e-09 | -4.4 | -5.2 | 2.5e-07 | 0.21 | 0.27 | 0.04 | TRUE |
6 | GTEx | Cells Transformed fibroblasts | TTLL12 | 0.36 | 0.08 | enet | 17 | 0.23 | 5.3e-17 | 4.1 | -5.2 | 1.9e-07 | 0.06 | 1.00 | 0.00 | FALSE |
7 | GTEx | Cells Transformed fibroblasts | A4GALT | 0.37 | 0.03 | lasso | 8 | 0.20 | 1.2e-14 | 3.2 | -5.5 | 3.8e-08 | 0.47 | 0.02 | 0.98 | FALSE |
8 | GTEx | Cells Transformed fibroblasts | SERHL | 0.61 | 0.12 | enet | 35 | 0.23 | 3.6e-17 | -3.0 | -5.6 | 2.5e-08 | 0.30 | 1.00 | 0.00 | TRUE |
9 | GTEx | Esophagus Gastroesophageal Junction | SERHL | 0.36 | 0.20 | enet | 17 | 0.18 | 2.9e-07 | -3.0 | -5.2 | 1.6e-07 | 0.23 | 0.60 | 0.02 | TRUE |
10 | GTEx | Esophagus Muscularis | TTLL12 | 0.47 | 0.23 | lasso | 6 | 0.32 | 6.4e-20 | 4.1 | -5.3 | 1.1e-07 | 0.04 | 1.00 | 0.00 | FALSE |
11 | GTEx | Esophagus Muscularis | A4GALT | 0.38 | 0.11 | lasso | 9 | 0.28 | 3.8e-17 | 2.8 | -9.5 | 1.6e-21 | 0.59 | 0.25 | 0.74 | FALSE |
12 | GTEx | Heart Atrial Appendage | CYB5R3 | 0.21 | 0.15 | enet | 13 | 0.14 | 5.2e-07 | 5.4 | 5.9 | 3.5e-09 | -0.29 | 0.76 | 0.02 | FALSE |
13 | GTEx | Heart Atrial Appendage | A4GALT | 0.18 | -0.01 | enet | 6 | -0.01 | 7.2e-01 | -12.4 | -11.6 | 3.0e-31 | 0.81 | 0.01 | 0.89 | FALSE |
14 | GTEx | Lung | TTLL12 | 0.32 | 0.07 | enet | 21 | 0.20 | 7.2e-15 | 4.2 | -5.5 | 4.5e-08 | 0.02 | 1.00 | 0.00 | FALSE |
15 | GTEx | Lung | A4GALT | 0.17 | 0.01 | enet | 18 | 0.03 | 1.5e-03 | -13.9 | -11.3 | 1.1e-29 | 0.64 | 0.00 | 0.99 | FALSE |
16 | GTEx | Muscle Skeletal | CYB5R3 | 0.14 | 0.05 | enet | 35 | 0.06 | 2.3e-06 | -3.0 | 6.6 | 3.5e-11 | -0.35 | 0.95 | 0.01 | FALSE |
17 | GTEx | Muscle Skeletal | A4GALT | 0.21 | 0.17 | lasso | 3 | 0.16 | 1.1e-15 | 10.1 | -11.5 | 1.0e-30 | 0.63 | 0.99 | 0.01 | FALSE |
18 | GTEx | Muscle Skeletal | SERHL | 0.33 | 0.16 | lasso | 7 | 0.19 | 3.6e-18 | -4.4 | -5.2 | 2.6e-07 | 0.30 | 1.00 | 0.00 | TRUE |
19 | GTEx | Prostate | SERHL2 | 0.22 | 0.08 | enet | 33 | 0.03 | 7.7e-02 | 10.1 | 6.3 | 2.8e-10 | -0.39 | 0.06 | 0.06 | FALSE |
20 | GTEx | Skin Sun Exposed Lower leg | RRP7B | 0.18 | 0.04 | enet | 25 | 0.12 | 4.2e-10 | -3.0 | 6.8 | 1.5e-11 | -0.22 | 0.91 | 0.01 | FALSE |
21 | GTEx | Skin Sun Exposed Lower leg | SERHL2 | 0.11 | 0.04 | enet | 17 | 0.06 | 8.6e-06 | -3.0 | 6.9 | 6.3e-12 | -0.20 | 0.64 | 0.04 | TRUE |
22 | GTEx | Testis | A4GALT | 0.31 | 0.16 | lasso | 4 | 0.27 | 3.2e-12 | -4.0 | -10.1 | 8.3e-24 | 0.66 | 0.22 | 0.78 | FALSE |
23 | GTEx | Thyroid | TTLL12 | 0.26 | 0.05 | lasso | 9 | 0.14 | 3.9e-11 | -3.4 | -5.6 | 2.5e-08 | 0.02 | 1.00 | 0.00 | TRUE |
24 | GTEx | Whole Blood | A4GALT | 0.20 | 0.07 | enet | 7 | 0.05 | 3.5e-05 | -3.1 | -8.1 | 4.5e-16 | 0.48 | 0.26 | 0.73 | TRUE |
25 | The Cancer Genome Atlas | Breast Invasive Carcinoma | A4GALT | 0.03 | 0.01 | enet | 12 | 0.03 | 2.8e-06 | 3.2 | -5.8 | 5.3e-09 | 0.44 | 0.06 | 0.18 | TRUE |
26 | The Cancer Genome Atlas | Colon Adenocarcinoma | A4GALT | 0.10 | 0.00 | blup | 66 | 0.06 | 1.6e-04 | 1.2 | -6.2 | 6.0e-10 | 0.47 | 0.02 | 0.69 | FALSE |
27 | The Cancer Genome Atlas | Head and Neck Squamous Cell Carcinoma | ARFGAP3 | 0.05 | 0.00 | blup | 74 | 0.01 | 3.7e-02 | -3.3 | 8.6 | 7.9e-18 | -0.23 | 0.04 | 0.08 | TRUE |
28 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | A4GALT | 0.09 | 0.06 | lasso | 2 | 0.05 | 1.5e-06 | 10.1 | -10.5 | 1.1e-25 | 0.53 | 0.64 | 0.22 | FALSE |
29 | The Cancer Genome Atlas | Brain Lower Grade Glioma | A4GALT | 0.09 | 0.01 | blup | 65 | 0.07 | 8.0e-09 | -12.2 | -9.0 | 2.8e-19 | 0.56 | 0.02 | 0.91 | FALSE |
30 | The Cancer Genome Atlas | Lung Adenocarcinoma | A4GALT | 0.04 | 0.01 | blup | 66 | 0.02 | 1.5e-03 | -12.4 | -10.9 | 1.1e-27 | 0.66 | 0.01 | 0.78 | FALSE |
31 | The Cancer Genome Atlas | Pancreatic Adenocarcinoma | A4GALT | 0.15 | 0.12 | lasso | 3 | 0.06 | 1.3e-03 | -12.4 | -12.8 | 1.3e-37 | 0.86 | 0.02 | 0.71 | TRUE |
32 | The Cancer Genome Atlas | Prostate Adenocarcinoma | A4GALT | 0.07 | 0.03 | blup | 66 | 0.04 | 3.8e-05 | 8.7 | 11.0 | 5.5e-28 | -0.58 | 0.02 | 0.62 | FALSE |