Best TWAS P=1.28e-17 · Best GWAS P=2.12e-17 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 | GTEx | Adipose Subcutaneous | GNA12 | 0.11 | 0.08 | lasso | 4 | 0.07 | 1.3e-06 | 7.1 | 6.5 | 5.8e-11 | 0.72 | 0.58 | 0.42 | FALSE |
2 | GTEx | Artery Tibial | GNA12 | 0.24 | 0.13 | enet | 20 | 0.22 | 3.5e-17 | 8.2 | 7.1 | 1.5e-12 | 0.86 | 0.01 | 0.99 | FALSE |
3 | GTEx | Cells EBV-transformed lymphocytes | GNA12 | 0.46 | 0.51 | lasso | 5 | 0.50 | 7.9e-19 | 7.9 | 8.0 | 1.7e-15 | 0.88 | 0.24 | 0.76 | FALSE |
4 | GTEx | Cells Transformed fibroblasts | GNA12 | 0.21 | 0.11 | lasso | 11 | 0.15 | 1.7e-11 | 8.1 | 8.4 | 2.8e-17 | 0.87 | 0.01 | 0.99 | FALSE |
5 | GTEx | Colon Sigmoid | GNA12 | 0.14 | 0.05 | lasso | 3 | 0.03 | 3.6e-02 | 7.2 | 7.7 | 1.3e-14 | 0.83 | 0.05 | 0.84 | FALSE |
6 | GTEx | Colon Transverse | LFNG | 0.25 | 0.20 | lasso | 3 | 0.17 | 1.1e-08 | 6.6 | 6.7 | 2.6e-11 | 0.03 | 0.99 | 0.00 | TRUE |
7 | GTEx | Colon Transverse | GNA12 | 0.19 | 0.08 | lasso | 4 | 0.10 | 2.3e-05 | -3.8 | 5.2 | 2.5e-07 | 0.63 | 0.18 | 0.81 | FALSE |
8 | GTEx | Esophagus Gastroesophageal Junction | GNA12 | 0.20 | 0.12 | lasso | 6 | 0.12 | 3.4e-05 | 7.1 | 7.7 | 1.0e-14 | 0.82 | 0.04 | 0.94 | FALSE |
9 | GTEx | Esophagus Mucosa | GNA12 | 0.16 | 0.13 | lasso | 3 | 0.13 | 3.0e-09 | 8.5 | 8.6 | 1.3e-17 | 0.96 | 0.00 | 1.00 | TRUE |
10 | GTEx | Esophagus Muscularis | GNA12 | 0.32 | 0.31 | lasso | 3 | 0.34 | 2.1e-21 | 8.2 | 8.0 | 8.9e-16 | 0.91 | 0.03 | 0.97 | FALSE |
11 | GTEx | Esophagus Muscularis | AC004840.9 | 0.19 | 0.07 | enet | 34 | 0.10 | 1.2e-06 | -2.2 | -5.7 | 1.5e-08 | -0.20 | 0.47 | 0.06 | FALSE |
12 | GTEx | Lung | GNA12 | 0.16 | 0.08 | enet | 21 | 0.12 | 1.2e-09 | 8.4 | 8.4 | 5.1e-17 | 0.79 | 0.00 | 1.00 | FALSE |
13 | GTEx | Nerve Tibial | GNA12 | 0.31 | 0.34 | lasso | 7 | 0.36 | 9.6e-27 | 7.1 | 8.1 | 7.0e-16 | 0.84 | 0.96 | 0.04 | FALSE |
14 | GTEx | Skin Not Sun Exposed Suprapubic | GNA12 | 0.10 | 0.15 | lasso | 3 | 0.12 | 4.2e-07 | -7.9 | 8.2 | 2.8e-16 | 0.57 | 0.18 | 0.81 | FALSE |
15 | GTEx | Skin Sun Exposed Lower leg | GNA12 | 0.17 | 0.16 | lasso | 3 | 0.18 | 1.3e-14 | 6.8 | 7.9 | 3.1e-15 | 0.84 | 0.19 | 0.81 | FALSE |
16 | GTEx | Small Intestine Terminal Ileum | GNA12 | 0.34 | 0.20 | lasso | 5 | 0.16 | 2.4e-04 | 6.8 | 7.4 | 1.5e-13 | 0.74 | 0.08 | 0.74 | FALSE |
17 | GTEx | Stomach | GNA12 | 0.18 | 0.16 | lasso | 2 | 0.13 | 6.6e-07 | 7.2 | 7.0 | 3.3e-12 | 0.71 | 0.55 | 0.44 | FALSE |
18 | GTEx | Whole Blood | GNA12 | 0.09 | 0.01 | enet | 4 | 0.00 | 3.3e-01 | 7.9 | 8.0 | 1.5e-15 | 0.88 | 0.03 | 0.89 | FALSE |
19 | METSIM | Adipose | GNA12 | 0.07 | 0.05 | lasso | 3 | 0.05 | 3.3e-08 | 6.8 | 7.0 | 2.0e-12 | 0.74 | 0.44 | 0.56 | FALSE |
20 | NTR | Blood | GNA12 | 0.07 | 0.03 | bslmm | 597 | 0.06 | 1.3e-17 | 7.8 | 6.0 | 2.7e-09 | 0.57 | 0.30 | 0.70 | FALSE |
21 | ROSMAP | Brain Pre-frontal Cortex | AMZ1 | 0.09 | 0.05 | lasso | 6 | 0.04 | 2.4e-06 | 8.2 | -7.0 | 2.9e-12 | -0.88 | 0.02 | 0.98 | FALSE |
22 | The Cancer Genome Atlas | Colon Adenocarcinoma | GNA12 | 0.09 | 0.00 | blup | 103 | 0.03 | 9.3e-03 | 7.1 | 5.2 | 2.5e-07 | 0.49 | 0.04 | 0.12 | FALSE |
23 | The Cancer Genome Atlas | Esophageal Carcinoma | AMZ1 | 0.18 | 0.05 | blup | 69 | 0.05 | 1.4e-02 | -5.6 | 7.0 | 2.2e-12 | 0.74 | 0.01 | 0.60 | FALSE |
24 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | GNA12 | 0.03 | 0.04 | lasso | 1 | 0.04 | 3.0e-05 | 7.1 | 7.1 | 1.5e-12 | 0.68 | 0.10 | 0.69 | FALSE |
25 | The Cancer Genome Atlas | Brain Lower Grade Glioma | AMZ1 | 0.04 | 0.04 | lasso | 3 | 0.02 | 1.3e-03 | -5.6 | -6.4 | 1.9e-10 | -0.66 | 0.02 | 0.94 | FALSE |
26 | The Cancer Genome Atlas | Lung Adenocarcinoma | GNA12 | 0.03 | 0.01 | enet | 7 | 0.02 | 1.5e-03 | -2.5 | 5.9 | 3.5e-09 | 0.75 | 0.05 | 0.78 | FALSE |
27 | The Cancer Genome Atlas | Prostate Adenocarcinoma | AMZ1 | 0.08 | 0.01 | blup | 71 | 0.05 | 1.3e-05 | 7.1 | -5.7 | 1.4e-08 | -0.67 | 0.03 | 0.86 | FALSE |
28 | The Cancer Genome Atlas | Thyroid Carcinoma | AMZ1 | 0.32 | 0.04 | enet | 19 | 0.20 | 3.3e-19 | 7.8 | -6.3 | 3.6e-10 | -0.61 | 0.09 | 0.91 | FALSE |