Best TWAS P=1.74e-27 · Best GWAS P=2.43e-27 conditioned to 5.79e-06
# | 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 | MED20 | 0.15 | 0.11 | blup | 471 | 0.13 | 3.1e-15 | -7.673 | 7.3 | 3.9e-13 | 0.61 | 1.00 | 0.00 | FALSE |
2 | GTEx | Adipose Subcutaneous | MED20 | 0.08 | 0.07 | enet | 9 | 0.05 | 4.7e-05 | 8.346 | 8.3 | 1.1e-16 | 0.61 | 0.96 | 0.01 | FALSE |
3 | GTEx | Adipose Subcutaneous | FRS3 | 0.15 | 0.04 | enet | 22 | 0.04 | 5.9e-04 | 8.981 | 7.0 | 3.4e-12 | 0.57 | 0.20 | 0.56 | FALSE |
4 | GTEx | Artery Tibial | MED20 | 0.14 | 0.11 | lasso | 2 | 0.09 | 9.7e-08 | 8.449 | 8.4 | 3.0e-17 | 0.60 | 0.99 | 0.01 | FALSE |
5 | GTEx | Cells EBV-transformed lymphocytes | MED20 | 0.25 | 0.01 | lasso | 5 | 0.07 | 3.0e-03 | -7.527 | 6.5 | 7.5e-11 | 0.53 | 0.15 | 0.12 | FALSE |
6 | GTEx | Cells Transformed fibroblasts | MED20 | 0.11 | 0.05 | lasso | 4 | 0.08 | 9.4e-07 | -9.551 | 9.9 | 3.7e-23 | 0.46 | 0.86 | 0.09 | FALSE |
7 | GTEx | Cells Transformed fibroblasts | USP49 | 0.13 | 0.02 | lasso | 4 | 0.02 | 2.4e-02 | -9.024 | -8.3 | 8.5e-17 | -0.37 | 0.29 | 0.03 | FALSE |
8 | GTEx | Colon Transverse | MED20 | 0.17 | 0.01 | enet | 10 | 0.06 | 6.0e-04 | 8.430 | 9.7 | 4.5e-22 | 0.69 | 0.17 | 0.62 | FALSE |
9 | GTEx | Esophagus Mucosa | MED20 | 0.09 | 0.07 | enet | 10 | 0.02 | 2.7e-02 | -7.673 | 8.0 | 1.0e-15 | 0.59 | 0.76 | 0.13 | FALSE |
10 | GTEx | Esophagus Muscularis | MED20 | 0.15 | 0.05 | lasso | 7 | 0.04 | 1.0e-03 | -7.678 | 8.1 | 4.4e-16 | 0.62 | 0.45 | 0.50 | FALSE |
11 | GTEx | Heart Atrial Appendage | MED20 | 0.14 | 0.12 | enet | 11 | 0.09 | 5.9e-05 | 8.171 | 7.9 | 2.0e-15 | 0.58 | 0.84 | 0.09 | FALSE |
12 | GTEx | Heart Left Ventricle | PRICKLE4 | 0.11 | 0.05 | lasso | 4 | 0.03 | 9.8e-03 | 7.458 | -7.8 | 9.2e-15 | -0.59 | 0.26 | 0.06 | FALSE |
13 | GTEx | Heart Left Ventricle | MED20 | 0.22 | 0.19 | enet | 8 | 0.12 | 5.8e-07 | 8.430 | 8.6 | 1.1e-17 | 0.61 | 1.00 | 0.00 | FALSE |
14 | GTEx | Lung | BYSL | 0.08 | 0.03 | lasso | 4 | 0.02 | 4.9e-03 | 9.223 | -9.3 | 2.2e-20 | -0.80 | 0.27 | 0.56 | FALSE |
15 | GTEx | Lung | PRICKLE4 | 0.12 | 0.05 | lasso | 3 | 0.06 | 2.2e-05 | 7.458 | -5.4 | 6.5e-08 | -0.54 | 0.60 | 0.07 | FALSE |
16 | GTEx | Lung | MED20 | 0.10 | 0.01 | lasso | 4 | 0.00 | 2.7e-01 | -0.922 | 6.6 | 5.2e-11 | 0.52 | 0.06 | 0.32 | FALSE |
17 | GTEx | Lung | USP49 | 0.09 | 0.08 | lasso | 2 | 0.05 | 6.2e-05 | -9.024 | -8.5 | 2.1e-17 | -0.33 | 0.84 | 0.01 | FALSE |
18 | GTEx | Muscle Skeletal | MED20 | 0.16 | 0.15 | lasso | 4 | 0.16 | 6.7e-16 | 7.458 | 7.7 | 1.0e-14 | 0.60 | 1.00 | 0.00 | FALSE |
19 | GTEx | Nerve Tibial | MED20 | 0.13 | 0.11 | enet | 8 | 0.10 | 1.5e-07 | 8.171 | 8.1 | 4.4e-16 | 0.58 | 1.00 | 0.00 | FALSE |
20 | GTEx | Spleen | MED20 | 0.44 | 0.13 | enet | 23 | 0.07 | 6.4e-03 | 8.449 | 7.0 | 1.8e-12 | 0.57 | 0.11 | 0.51 | FALSE |
21 | GTEx | Testis | MED20 | 0.13 | 0.03 | lasso | 6 | 0.00 | 2.0e-01 | -9.013 | 9.3 | 1.1e-20 | 0.46 | 0.16 | 0.17 | FALSE |
22 | GTEx | Thyroid | MED20 | 0.05 | 0.05 | lasso | 2 | 0.02 | 8.1e-03 | 8.504 | 8.6 | 5.5e-18 | 0.61 | 0.50 | 0.36 | FALSE |
23 | GTEx | Thyroid | FRS3 | 0.20 | 0.16 | lasso | 4 | 0.16 | 5.2e-12 | 8.981 | 8.3 | 7.3e-17 | 0.67 | 0.98 | 0.02 | FALSE |
24 | METSIM | Adipose | BYSL | 0.05 | 0.00 | blup | 476 | 0.02 | 2.3e-04 | 7.458 | -5.3 | 1.0e-07 | -0.46 | 0.18 | 0.06 | FALSE |
25 | METSIM | Adipose | MED20 | 0.13 | 0.11 | enet | 27 | 0.11 | 2.3e-16 | 8.281 | 8.7 | 4.4e-18 | 0.61 | 1.00 | 0.00 | FALSE |
26 | ROSMAP | Brain Pre-frontal Cortex | PGC | 0.13 | 0.06 | blup | 520 | 0.06 | 3.2e-08 | 8.981 | -7.7 | 1.4e-14 | -0.58 | 0.97 | 0.03 | FALSE |
27 | ROSMAP | Brain Pre-frontal Cortex | MED20 | 0.10 | 0.10 | enet | 21 | 0.09 | 6.0e-12 | 8.504 | 8.2 | 2.8e-16 | 0.61 | 1.00 | 0.00 | FALSE |
28 | YFS | Blood | BYSL | 0.07 | 0.06 | lasso | 7 | 0.09 | 2.8e-28 | 8.449 | -5.3 | 1.0e-07 | -0.55 | 1.00 | 0.00 | FALSE |
29 | YFS | Blood | CCND3 | 0.02 | 0.01 | enet | 13 | 0.02 | 2.3e-06 | 7.953 | -8.3 | 9.5e-17 | -0.55 | 0.72 | 0.22 | FALSE |
30 | YFS | Blood | MED20 | 0.04 | 0.03 | lasso | 5 | 0.03 | 3.6e-11 | 7.458 | 7.0 | 1.8e-12 | 0.61 | 1.00 | 0.00 | FALSE |
31 | The Cancer Genome Atlas | Breast Invasive Carcinoma | CCND3 | 0.04 | 0.00 | blup | 99 | 0.01 | 1.8e-03 | -8.955 | 8.3 | 1.5e-16 | 0.45 | 0.02 | 0.10 | FALSE |
32 | The Cancer Genome Atlas | Colon Adenocarcinoma | MED20 | 0.05 | 0.00 | blup | 50 | 0.04 | 2.8e-03 | 7.458 | 10.9 | 1.7e-27 | 0.70 | 0.06 | 0.27 | TRUE |
33 | The Cancer Genome Atlas | Head and Neck Squamous Cell Carcinoma | MED20 | 0.04 | 0.03 | lasso | 3 | 0.04 | 7.3e-05 | -9.551 | 9.6 | 5.2e-22 | 0.45 | 0.57 | 0.02 | FALSE |
34 | The Cancer Genome Atlas | Brain Lower Grade Glioma | MED20 | 0.09 | 0.08 | enet | 12 | 0.09 | 5.5e-10 | 8.449 | 9.4 | 5.1e-21 | 0.62 | 1.00 | 0.00 | FALSE |
35 | The Cancer Genome Atlas | Liver Hepatocellular Carcinoma | MED20 | 0.09 | 0.07 | lasso | 5 | 0.07 | 3.4e-04 | -9.013 | 10.1 | 6.4e-24 | 0.51 | 0.17 | 0.55 | FALSE |
36 | The Cancer Genome Atlas | Lung Squamous Cell Carcinoma | PRICKLE4 | 0.03 | 0.01 | blup | 43 | 0.02 | 1.6e-03 | 0.085 | -5.6 | 1.7e-08 | -0.58 | 0.24 | 0.41 | FALSE |
37 | The Cancer Genome Atlas | Prostate Adenocarcinoma | MED20 | 0.04 | 0.06 | enet | 6 | 0.05 | 2.6e-06 | 7.458 | 8.8 | 1.7e-18 | 0.58 | 0.91 | 0.02 | FALSE |
38 | The Cancer Genome Atlas | Stomach Adenocarcinoma | MED20 | 0.03 | 0.05 | lasso | 2 | 0.04 | 1.2e-03 | -9.551 | 9.7 | 2.6e-22 | 0.44 | 0.11 | 0.06 | FALSE |
39 | The Cancer Genome Atlas | Thyroid Carcinoma | BYSL | 0.05 | 0.06 | enet | 7 | 0.06 | 4.3e-06 | 8.504 | -8.2 | 2.8e-16 | -0.56 | 0.82 | 0.09 | FALSE |
40 | The Cancer Genome Atlas | Thyroid Carcinoma | PRICKLE4 | 0.04 | 0.03 | lasso | 3 | 0.04 | 1.1e-04 | 6.177 | -5.9 | 3.3e-09 | -0.60 | 0.38 | 0.19 | FALSE |