Best TWAS P=9.18e-12 · Best GWAS P=3.95e-10 conditioned to 0.000346
# | 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 | LLGL1 | 0.09 | 0.02 | enet | 14 | 0.04 | 4.8e-06 | 4.6 | 5.2 | 2.0e-07 | 0.17 | 0.42 | 0.33 | FALSE |
2 | CommonMind | Brain Pre-frontal Cortex | TOP3A | 0.15 | 0.04 | lasso | 7 | 0.08 | 4.3e-10 | 3.6 | -5.6 | 2.4e-08 | -0.11 | 0.97 | 0.03 | FALSE |
3 | GTEx | Adipose Subcutaneous | TOM1L2 | 0.04 | 0.04 | lasso | 3 | 0.04 | 5.3e-04 | 5.1 | -5.2 | 2.0e-07 | -0.71 | 0.22 | 0.74 | FALSE |
4 | GTEx | Adipose Subcutaneous | TOP3A | 0.12 | 0.03 | lasso | 3 | 0.03 | 1.1e-03 | 5.9 | -5.4 | 7.6e-08 | 0.11 | 0.04 | 0.90 | FALSE |
5 | GTEx | Adipose Visceral Omentum | TOM1L2 | 0.15 | 0.13 | lasso | 4 | 0.11 | 3.6e-06 | 4.9 | -5.1 | 2.8e-07 | -0.74 | 0.32 | 0.67 | FALSE |
6 | GTEx | Adipose Visceral Omentum | TOP3A | 0.08 | 0.00 | enet | 15 | 0.00 | 6.5e-01 | 3.7 | -6.8 | 1.3e-11 | -0.24 | 0.06 | 0.20 | FALSE |
7 | GTEx | Adrenal Gland | SHMT1 | 0.57 | 0.25 | enet | 25 | 0.33 | 9.9e-13 | 5.9 | 5.3 | 1.4e-07 | -0.11 | 0.02 | 0.98 | FALSE |
8 | GTEx | Artery Aorta | TOP3A | 0.13 | 0.11 | enet | 8 | 0.15 | 1.8e-08 | 3.8 | -5.2 | 2.0e-07 | 0.11 | 0.15 | 0.85 | FALSE |
9 | GTEx | Artery Tibial | TOM1L2 | 0.06 | 0.02 | enet | 15 | 0.04 | 3.8e-04 | 5.9 | -6.2 | 6.9e-10 | -0.63 | 0.08 | 0.90 | FALSE |
10 | GTEx | Brain Putamen basal ganglia | LRRC48 | 0.14 | 0.01 | lasso | 18 | 0.02 | 1.3e-01 | 5.5 | 5.5 | 3.3e-08 | 0.61 | 0.07 | 0.52 | FALSE |
11 | GTEx | Cells Transformed fibroblasts | TOP3A | 0.32 | 0.12 | enet | 31 | 0.12 | 2.3e-09 | 3.6 | -5.2 | 1.8e-07 | -0.06 | 0.93 | 0.07 | FALSE |
12 | GTEx | Colon Transverse | DRG2 | 0.10 | 0.07 | lasso | 7 | 0.08 | 1.4e-04 | 4.8 | -5.2 | 1.9e-07 | -0.62 | 0.12 | 0.87 | FALSE |
13 | GTEx | Esophagus Mucosa | TOP3A | 0.08 | 0.04 | enet | 10 | 0.05 | 4.1e-04 | -3.7 | -5.5 | 2.8e-08 | 0.06 | 0.14 | 0.66 | FALSE |
14 | GTEx | Esophagus Muscularis | TOM1L2 | 0.06 | 0.07 | enet | 12 | 0.05 | 4.3e-04 | 5.4 | -5.6 | 2.6e-08 | -0.64 | 0.15 | 0.84 | FALSE |
15 | GTEx | Heart Left Ventricle | SHMT1 | 0.27 | 0.20 | enet | 22 | 0.27 | 8.4e-15 | 5.9 | 6.3 | 2.5e-10 | 0.04 | 0.01 | 0.99 | FALSE |
16 | GTEx | Muscle Skeletal | TOM1L2 | 0.08 | 0.11 | lasso | 6 | 0.10 | 5.3e-10 | 5.1 | -5.3 | 1.3e-07 | -0.80 | 0.48 | 0.52 | FALSE |
17 | GTEx | Muscle Skeletal | TOP3A | 0.17 | 0.08 | enet | 11 | 0.10 | 5.4e-10 | 5.9 | -5.7 | 1.1e-08 | 0.06 | 0.02 | 0.98 | FALSE |
18 | GTEx | Muscle Skeletal | AC122129.1 | 0.13 | 0.14 | lasso | 4 | 0.13 | 7.3e-13 | 5.0 | -5.2 | 2.4e-07 | -0.73 | 0.32 | 0.68 | FALSE |
19 | GTEx | Nerve Tibial | TOP3A | 0.35 | 0.21 | lasso | 12 | 0.18 | 1.1e-12 | -4.9 | -6.0 | 2.4e-09 | 0.01 | 0.62 | 0.38 | FALSE |
20 | GTEx | Ovary | TOM1L2 | 0.28 | 0.01 | lasso | 7 | 0.04 | 3.1e-02 | 5.4 | -6.8 | 9.2e-12 | -0.49 | 0.10 | 0.52 | TRUE |
21 | GTEx | Skin Sun Exposed Lower leg | TOP3A | 0.09 | 0.05 | lasso | 4 | 0.05 | 6.7e-05 | 5.9 | -5.5 | 4.6e-08 | 0.10 | 0.06 | 0.78 | FALSE |
22 | GTEx | Small Intestine Terminal Ileum | TOP3A | 0.25 | 0.09 | lasso | 5 | 0.06 | 1.8e-02 | -4.1 | -5.6 | 2.7e-08 | 0.06 | 0.09 | 0.22 | FALSE |
23 | GTEx | Thyroid | LRRC48 | 0.04 | 0.01 | enet | 16 | 0.01 | 2.7e-02 | 5.1 | 5.1 | 2.9e-07 | 0.47 | 0.12 | 0.71 | FALSE |
24 | GTEx | Thyroid | TOP3A | 0.14 | 0.08 | lasso | 3 | 0.09 | 1.5e-07 | 5.9 | -5.9 | 4.3e-09 | 0.08 | 0.05 | 0.95 | FALSE |
25 | GTEx | Whole Blood | SHMT1 | 0.28 | 0.11 | lasso | 7 | 0.21 | 9.8e-19 | 5.9 | 5.8 | 6.5e-09 | 0.00 | 0.01 | 0.99 | FALSE |
26 | NTR | Blood | SHMT1 | 0.03 | 0.01 | bslmm | 264 | 0.01 | 4.7e-05 | -4.9 | 6.3 | 3.4e-10 | 0.00 | 0.48 | 0.43 | FALSE |
27 | ROSMAP | Brain Pre-frontal Cortex | GID4 | 0.07 | 0.04 | lasso | 5 | 0.03 | 4.1e-05 | 5.1 | 5.6 | 1.9e-08 | 0.51 | 0.17 | 0.83 | FALSE |
28 | YFS | Blood | SHMT1 | 0.46 | 0.28 | bslmm | 255 | 0.41 | 7.3e-145 | -3.6 | 5.4 | 6.3e-08 | -0.01 | 0.85 | 0.15 | FALSE |
29 | The Cancer Genome Atlas | Breast Invasive Carcinoma | TOM1L2 | 0.01 | 0.01 | blup | 83 | 0.01 | 1.8e-03 | 6.3 | -5.6 | 2.1e-08 | -0.75 | 0.03 | 0.92 | FALSE |
30 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | LLGL1 | 0.08 | 0.02 | blup | 53 | 0.05 | 6.0e-06 | 4.6 | 6.5 | 1.1e-10 | 0.18 | 0.03 | 0.84 | FALSE |
31 | The Cancer Genome Atlas | Brain Lower Grade Glioma | SHMT1 | 0.06 | 0.02 | blup | 32 | 0.04 | 9.4e-06 | -5.1 | 6.1 | 9.7e-10 | 0.01 | 0.03 | 0.92 | FALSE |
32 | The Cancer Genome Atlas | Brain Lower Grade Glioma | TOP3A | 0.12 | 0.08 | lasso | 3 | 0.09 | 5.0e-10 | 5.9 | -5.1 | 3.1e-07 | 0.06 | 0.00 | 1.00 | FALSE |
33 | The Cancer Genome Atlas | Liver Hepatocellular Carcinoma | SHMT1 | 0.20 | 0.18 | lasso | 5 | 0.16 | 3.2e-08 | -5.1 | 5.4 | 5.4e-08 | -0.03 | 0.09 | 0.91 | FALSE |
34 | The Cancer Genome Atlas | Pancreatic Adenocarcinoma | ATPAF2 | 0.13 | 0.00 | blup | 44 | 0.04 | 8.4e-03 | 5.5 | 6.0 | 2.6e-09 | 0.50 | 0.02 | 0.77 | FALSE |
35 | The Cancer Genome Atlas | Pancreatic Adenocarcinoma | SHMT1 | 0.12 | 0.08 | enet | 5 | 0.07 | 8.8e-04 | -5.1 | 5.3 | 1.2e-07 | -0.09 | 0.01 | 0.75 | FALSE |
36 | The Cancer Genome Atlas | Pheochromocytoma and Paraganglioma | LRRC48 | 0.07 | 0.05 | enet | 12 | 0.04 | 7.0e-03 | 5.3 | 5.6 | 1.7e-08 | 0.67 | 0.03 | 0.71 | FALSE |
37 | The Cancer Genome Atlas | Stomach Adenocarcinoma | SHMT1 | 0.17 | 0.10 | lasso | 2 | 0.08 | 1.0e-06 | -4.9 | 5.2 | 2.7e-07 | -0.04 | 0.12 | 0.87 | FALSE |
38 | The Cancer Genome Atlas | Thyroid Carcinoma | C17orf39 | 0.05 | 0.05 | blup | 49 | 0.05 | 5.8e-06 | 5.4 | 5.4 | 6.3e-08 | 0.66 | 0.02 | 0.97 | FALSE |
39 | The Cancer Genome Atlas | Thyroid Carcinoma | SMCR7 | 0.10 | 0.01 | blup | 33 | 0.05 | 8.9e-06 | 3.6 | -5.2 | 2.3e-07 | -0.05 | 0.01 | 0.98 | FALSE |
40 | The Cancer Genome Atlas | Thyroid Carcinoma | TOP3A | 0.10 | 0.07 | lasso | 4 | 0.07 | 2.2e-07 | 5.9 | -6.1 | 9.3e-10 | 0.03 | 0.00 | 1.00 | TRUE |