Best TWAS P=2.27e-13 · Best GWAS P=4.71e-12 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 | CommonMind | Brain Pre-frontal Cortex | KCNH6 | 0.04 | 0.02 | enet | 9 | 0.04 | 1.4e-05 | 6.1 | 6.3 | 3.7e-10 | -0.49 | 0.35 | 0.55 | FALSE |
2 | CommonMind | Brain Pre-frontal Cortex | SMARCD2 | 0.03 | 0.03 | blup | 330 | 0.03 | 1.1e-04 | 5.8 | 5.8 | 7.6e-09 | -0.24 | 0.42 | 0.48 | FALSE |
3 | GTEx | Adipose Subcutaneous | CD79B | 0.15 | 0.16 | enet | 9 | 0.17 | 3.5e-14 | -6.6 | 7.3 | 2.3e-13 | -0.98 | 0.01 | 0.99 | TRUE |
4 | GTEx | Adipose Subcutaneous | MAP3K3 | 0.09 | 0.07 | lasso | 6 | 0.07 | 3.5e-06 | 6.1 | 6.2 | 6.6e-10 | -0.34 | 0.43 | 0.57 | FALSE |
5 | GTEx | Adipose Visceral Omentum | CD79B | 0.15 | 0.00 | lasso | 6 | 0.02 | 4.1e-02 | -6.6 | 5.8 | 8.6e-09 | -0.89 | 0.04 | 0.75 | FALSE |
6 | GTEx | Artery Tibial | MAP3K3 | 0.05 | 0.07 | lasso | 5 | 0.07 | 2.9e-06 | 5.6 | 6.0 | 2.1e-09 | -0.39 | 0.50 | 0.40 | FALSE |
7 | GTEx | Brain Hippocampus | CYB561 | 0.33 | 0.24 | enet | 29 | 0.27 | 4.3e-07 | -3.8 | 6.0 | 2.1e-09 | -0.07 | 0.58 | 0.04 | TRUE |
8 | GTEx | Brain Nucleus accumbens basal ganglia | DDX42 | 0.23 | 0.04 | lasso | 12 | 0.07 | 8.1e-03 | 6.2 | -5.2 | 1.6e-07 | 0.33 | 0.16 | 0.22 | FALSE |
9 | GTEx | Breast Mammary Tissue | MAP3K3 | 0.10 | 0.11 | lasso | 8 | 0.08 | 8.9e-05 | 6.1 | 6.0 | 2.2e-09 | -0.36 | 0.41 | 0.57 | FALSE |
10 | GTEx | Breast Mammary Tissue (Female) | CD79B | 0.04 | 0.07 | lasso | 2 | 0.03 | 4.2e-02 | -6.8 | 6.9 | 3.7e-12 | -0.70 | 0.02 | 0.55 | FALSE |
11 | GTEx | Breast Mammary Tissue (Female) | MAP3K3 | 0.07 | 0.01 | lasso | 1 | 0.00 | 4.1e-01 | 6.1 | 6.1 | 1.1e-09 | -0.36 | 0.04 | 0.22 | FALSE |
12 | GTEx | Cells EBV-transformed lymphocytes | DDX42 | 0.11 | 0.14 | lasso | 2 | 0.12 | 1.3e-04 | 6.1 | -6.1 | 8.7e-10 | 0.36 | 0.22 | 0.34 | FALSE |
13 | GTEx | Cells Transformed fibroblasts | PSMC5 | 0.19 | 0.09 | lasso | 5 | 0.10 | 7.1e-08 | -6.7 | -6.2 | 7.3e-10 | 0.68 | 0.01 | 0.99 | FALSE |
14 | GTEx | Esophagus Mucosa | STRADA | 0.05 | 0.07 | lasso | 2 | 0.05 | 1.9e-04 | -6.7 | -6.6 | 3.2e-11 | 0.74 | 0.02 | 0.92 | FALSE |
15 | GTEx | Esophagus Muscularis | PSMC5 | 0.12 | 0.08 | lasso | 3 | 0.07 | 3.8e-05 | -6.7 | -6.3 | 2.4e-10 | 0.74 | 0.02 | 0.97 | FALSE |
16 | GTEx | Esophagus Muscularis | DCAF7 | 0.08 | 0.06 | lasso | 7 | 0.05 | 6.7e-04 | 6.1 | 6.1 | 1.0e-09 | -0.35 | 0.36 | 0.49 | FALSE |
17 | GTEx | Lung | MAP3K3 | 0.07 | 0.07 | lasso | 2 | 0.06 | 2.8e-05 | 5.7 | 5.6 | 1.6e-08 | -0.36 | 0.43 | 0.55 | FALSE |
18 | GTEx | Muscle Skeletal | SMARCD2 | 0.13 | 0.03 | lasso | 5 | 0.04 | 1.3e-04 | -6.7 | -5.7 | 9.8e-09 | 0.59 | 0.02 | 0.98 | FALSE |
19 | GTEx | Nerve Tibial | MAP3K3 | 0.07 | 0.10 | lasso | 2 | 0.08 | 4.1e-06 | 6.2 | 6.2 | 7.5e-10 | -0.35 | 0.40 | 0.59 | FALSE |
20 | GTEx | Pancreas | MAP3K3 | 0.10 | 0.08 | lasso | 4 | 0.07 | 9.0e-04 | 6.1 | 5.9 | 3.6e-09 | -0.27 | 0.11 | 0.30 | FALSE |
21 | GTEx | Pituitary | MAP3K3 | 0.11 | 0.07 | lasso | 6 | 0.04 | 3.5e-02 | 6.1 | 5.2 | 2.0e-07 | -0.28 | 0.12 | 0.11 | FALSE |
22 | GTEx | Skin Not Sun Exposed Suprapubic | MAP3K3 | 0.12 | 0.13 | enet | 10 | 0.15 | 1.8e-08 | 6.1 | 6.0 | 1.7e-09 | -0.36 | 0.40 | 0.60 | FALSE |
23 | GTEx | Skin Sun Exposed Lower leg | MAP3K3 | 0.08 | 0.08 | lasso | 3 | 0.08 | 6.8e-07 | 6.1 | 6.0 | 1.9e-09 | -0.34 | 0.40 | 0.59 | FALSE |
24 | GTEx | Spleen | MAP3K3 | 0.21 | 0.14 | lasso | 10 | 0.10 | 1.4e-03 | 6.2 | 5.9 | 2.8e-09 | -0.34 | 0.30 | 0.39 | FALSE |
25 | GTEx | Testis | PSMC5 | 0.14 | 0.13 | lasso | 6 | 0.14 | 6.0e-07 | 5.8 | -6.1 | 1.2e-09 | 0.37 | 0.42 | 0.56 | FALSE |
26 | NTR | Blood | LIMD2 | 0.04 | 0.03 | blup | 304 | 0.03 | 2.2e-10 | 5.6 | -5.5 | 5.0e-08 | 0.42 | 0.52 | 0.48 | FALSE |
27 | NTR | Blood | MAP3K3 | 0.02 | 0.01 | lasso | 2 | 0.01 | 2.0e-04 | 5.6 | -5.9 | 2.9e-09 | 0.39 | 0.83 | 0.16 | FALSE |
28 | YFS | Blood | LIMD2 | 0.03 | 0.03 | enet | 11 | 0.03 | 3.6e-11 | 5.2 | -5.2 | 2.2e-07 | 0.42 | 0.89 | 0.11 | FALSE |
29 | The Cancer Genome Atlas | Breast Invasive Carcinoma | CD79B | 0.02 | 0.02 | lasso | 2 | 0.01 | 3.0e-03 | -6.9 | 6.8 | 1.3e-11 | -0.99 | 0.00 | 0.91 | FALSE |
30 | The Cancer Genome Atlas | Breast Invasive Carcinoma | SCN4A | 0.04 | 0.01 | blup | 39 | 0.03 | 1.4e-07 | -6.9 | -5.2 | 1.7e-07 | 0.74 | 0.01 | 0.99 | FALSE |
31 | The Cancer Genome Atlas | Head and Neck Squamous Cell Carcinoma | STRADA | 0.05 | 0.03 | lasso | 1 | 0.02 | 1.7e-03 | -6.7 | -6.7 | 2.1e-11 | 0.75 | 0.00 | 0.91 | FALSE |
32 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | STRADA | 0.07 | 0.01 | blup | 57 | 0.03 | 5.5e-04 | 1.3 | 5.4 | 5.4e-08 | -0.70 | 0.01 | 0.87 | FALSE |
33 | The Cancer Genome Atlas | Brain Lower Grade Glioma | SMARCD2 | 0.08 | 0.04 | blup | 28 | 0.04 | 5.1e-05 | 5.8 | 5.2 | 2.1e-07 | -0.26 | 0.29 | 0.55 | FALSE |
34 | The Cancer Genome Atlas | Brain Lower Grade Glioma | STRADA | 0.03 | 0.00 | blup | 57 | 0.01 | 5.2e-02 | -6.7 | 6.1 | 8.1e-10 | -0.73 | 0.00 | 0.82 | FALSE |
35 | The Cancer Genome Atlas | Prostate Adenocarcinoma | PSMC5 | 0.04 | 0.03 | lasso | 1 | 0.03 | 5.6e-04 | -6.8 | -6.8 | 1.4e-11 | 0.76 | 0.00 | 0.97 | FALSE |
36 | The Cancer Genome Atlas | Thyroid Carcinoma | MAP3K3 | 0.02 | 0.02 | blup | 52 | 0.01 | 1.4e-02 | 5.7 | 5.6 | 2.7e-08 | -0.27 | 0.05 | 0.36 | FALSE |