Best TWAS P=7.04e-12 · Best GWAS P=2.14e-12 conditioned to 7.43e-05
# | 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 | MGMT | 0.29 | 0.27 | lasso | 14 | 0.31 | 6.0e-38 | -5.5 | 5.4 | 6.1e-08 | -0.77 | 0.10 | 0.90 | FALSE |
2 | GTEx | Adipose Subcutaneous | MGMT | 0.39 | 0.27 | enet | 30 | 0.48 | 1.2e-44 | -5.7 | 5.2 | 1.5e-07 | -0.69 | 0.60 | 0.40 | FALSE |
3 | GTEx | Adrenal Gland | MGMT | 0.39 | 0.25 | lasso | 6 | 0.30 | 1.5e-11 | -5.5 | 5.9 | 3.9e-09 | -0.77 | 0.11 | 0.88 | FALSE |
4 | GTEx | Artery Tibial | MGMT | 0.42 | 0.30 | enet | 22 | 0.46 | 1.9e-40 | -6.8 | 5.6 | 1.7e-08 | -0.80 | 0.01 | 0.99 | FALSE |
5 | GTEx | Brain Cerebellar Hemisphere | MGMT | 0.53 | 0.15 | lasso | 8 | 0.19 | 1.3e-05 | -5.5 | 6.0 | 1.4e-09 | -0.74 | 0.10 | 0.76 | FALSE |
6 | GTEx | Brain Nucleus accumbens basal ganglia | MGMT | 0.32 | 0.29 | lasso | 1 | 0.21 | 2.4e-06 | -5.7 | 5.7 | 1.2e-08 | -0.77 | 0.21 | 0.62 | FALSE |
7 | GTEx | Breast Mammary Tissue | MGMT | 0.60 | 0.21 | enet | 13 | 0.33 | 1.6e-17 | -4.7 | 5.7 | 1.0e-08 | -0.75 | 0.25 | 0.75 | FALSE |
8 | GTEx | Breast Mammary Tissue (Female) | MGMT | 0.46 | 0.31 | lasso | 4 | 0.33 | 1.1e-10 | -4.7 | 5.4 | 5.5e-08 | -0.68 | 0.20 | 0.77 | FALSE |
9 | GTEx | Cells Transformed fibroblasts | MGMT | 0.45 | 0.30 | enet | 31 | 0.42 | 4.8e-34 | -5.7 | 5.8 | 6.6e-09 | -0.78 | 0.78 | 0.22 | FALSE |
10 | GTEx | Colon Sigmoid | MGMT | 0.55 | 0.21 | enet | 29 | 0.29 | 9.1e-11 | -4.7 | 6.0 | 2.1e-09 | -0.63 | 0.03 | 0.97 | FALSE |
11 | GTEx | Esophagus Gastroesophageal Junction | MGMT | 0.34 | 0.31 | lasso | 6 | 0.28 | 9.8e-11 | -6.8 | 6.4 | 1.4e-10 | -0.87 | 0.01 | 0.99 | FALSE |
12 | GTEx | Esophagus Mucosa | MGMT | 0.41 | 0.33 | enet | 37 | 0.38 | 2.3e-26 | -4.7 | 5.2 | 2.6e-07 | -0.65 | 0.94 | 0.06 | FALSE |
13 | GTEx | Esophagus Muscularis | MGMT | 0.50 | 0.29 | enet | 40 | 0.34 | 3.4e-21 | -4.7 | 5.2 | 2.4e-07 | -0.64 | 0.54 | 0.46 | FALSE |
14 | GTEx | Heart Atrial Appendage | MGMT | 0.41 | 0.17 | enet | 33 | 0.22 | 4.6e-10 | -4.7 | 6.8 | 1.5e-11 | -0.77 | 0.07 | 0.93 | FALSE |
15 | GTEx | Heart Left Ventricle | MGMT | 0.27 | 0.20 | lasso | 7 | 0.22 | 6.3e-12 | -4.7 | 5.2 | 2.3e-07 | -0.66 | 0.86 | 0.14 | FALSE |
16 | GTEx | Liver | MGMT | 0.46 | 0.39 | lasso | 4 | 0.42 | 8.2e-13 | -4.7 | 5.5 | 3.2e-08 | -0.73 | 0.38 | 0.62 | FALSE |
17 | GTEx | Lung | MGMT | 0.39 | 0.24 | enet | 28 | 0.33 | 5.5e-26 | -4.7 | 5.3 | 1.3e-07 | -0.70 | 0.13 | 0.87 | FALSE |
18 | GTEx | Nerve Tibial | MGMT | 0.50 | 0.23 | enet | 46 | 0.42 | 6.9e-32 | -5.7 | 5.2 | 2.1e-07 | -0.70 | 0.01 | 0.99 | FALSE |
19 | GTEx | Ovary | MGMT | 0.52 | 0.09 | enet | 59 | 0.12 | 8.6e-04 | -5.7 | 5.2 | 2.0e-07 | -0.58 | 0.04 | 0.93 | FALSE |
20 | GTEx | Pancreas | MGMT | 0.32 | 0.03 | lasso | 7 | 0.17 | 8.0e-08 | -4.7 | 6.0 | 1.8e-09 | -0.57 | 0.19 | 0.73 | FALSE |
21 | GTEx | Prostate | MGMT | 0.25 | 0.13 | lasso | 4 | 0.20 | 9.4e-06 | -5.5 | 6.2 | 4.0e-10 | -0.83 | 0.03 | 0.92 | FALSE |
22 | GTEx | Skin Sun Exposed Lower leg | MGMT | 0.45 | 0.30 | enet | 42 | 0.46 | 1.6e-41 | -6.8 | 6.0 | 1.6e-09 | -0.73 | 0.01 | 0.99 | FALSE |
23 | GTEx | Small Intestine Terminal Ileum | MGMT | 0.31 | 0.14 | enet | 11 | 0.21 | 1.6e-05 | -6.8 | 6.2 | 4.6e-10 | -0.82 | 0.04 | 0.89 | FALSE |
24 | GTEx | Stomach | MGMT | 0.33 | 0.20 | enet | 9 | 0.25 | 2.3e-12 | -6.1 | 6.2 | 4.0e-10 | -0.81 | 0.32 | 0.68 | FALSE |
25 | GTEx | Thyroid | MGMT | 0.44 | 0.35 | lasso | 11 | 0.43 | 1.9e-35 | -5.5 | 5.7 | 1.1e-08 | -0.76 | 0.93 | 0.07 | FALSE |
26 | GTEx | Vagina | MGMT | 0.33 | 0.23 | lasso | 4 | 0.24 | 3.3e-06 | -5.7 | 6.3 | 3.4e-10 | -0.87 | 0.03 | 0.90 | FALSE |
27 | METSIM | Adipose | MGMT | 0.18 | 0.11 | lasso | 9 | 0.18 | 1.5e-25 | -4.8 | 5.5 | 4.3e-08 | -0.81 | 0.26 | 0.74 | FALSE |
28 | NTR | Blood | MGMT | 0.08 | 0.07 | lasso | 8 | 0.08 | 3.7e-24 | -4.7 | 5.6 | 2.4e-08 | -0.76 | 0.98 | 0.02 | FALSE |
29 | ROSMAP | Brain Pre-frontal Cortex | MGMT | 0.41 | 0.38 | enet | 46 | 0.48 | 3.6e-69 | -4.7 | 5.7 | 1.4e-08 | -0.74 | 0.99 | 0.01 | FALSE |
30 | YFS | Blood | MGMT | 0.50 | 0.40 | enet | 94 | 0.55 | 1.6e-218 | -4.7 | 5.4 | 6.4e-08 | -0.63 | 1.00 | 0.00 | FALSE |
31 | The Cancer Genome Atlas | Breast Invasive Carcinoma | MGMT | 0.16 | 0.17 | enet | 22 | 0.21 | 2.4e-41 | -4.7 | 5.5 | 3.0e-08 | -0.73 | 1.00 | 0.00 | FALSE |
32 | The Cancer Genome Atlas | Colon Adenocarcinoma | MGMT | 0.24 | 0.09 | blup | 238 | 0.14 | 2.3e-08 | -6.8 | 5.3 | 1.1e-07 | -0.67 | 0.03 | 0.97 | FALSE |
33 | The Cancer Genome Atlas | Head and Neck Squamous Cell Carcinoma | MGMT | 0.10 | 0.09 | enet | 23 | 0.10 | 1.9e-11 | -5.7 | 5.4 | 5.6e-08 | -0.73 | 0.67 | 0.33 | FALSE |
34 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | MGMT | 0.26 | 0.32 | lasso | 10 | 0.37 | 2.9e-43 | -5.5 | 6.2 | 5.2e-10 | -0.81 | 0.97 | 0.03 | FALSE |
35 | The Cancer Genome Atlas | Kidney Renal Papillary Cell Carcinoma | MGMT | 0.40 | 0.24 | enet | 29 | 0.37 | 1.9e-22 | -5.5 | 5.7 | 1.1e-08 | -0.67 | 0.52 | 0.48 | FALSE |
36 | The Cancer Genome Atlas | Liver Hepatocellular Carcinoma | MGMT | 0.25 | 0.05 | blup | 234 | 0.12 | 1.9e-06 | -4.7 | 6.9 | 7.0e-12 | -0.54 | 0.05 | 0.91 | TRUE |
37 | The Cancer Genome Atlas | Lung Adenocarcinoma | MGMT | 0.11 | 0.07 | enet | 16 | 0.14 | 2.8e-16 | -4.7 | 5.2 | 1.9e-07 | -0.78 | 0.46 | 0.54 | FALSE |
38 | The Cancer Genome Atlas | Pheochromocytoma and Paraganglioma | MGMT | 0.27 | 0.24 | lasso | 7 | 0.19 | 3.3e-08 | -5.4 | 5.2 | 1.7e-07 | -0.69 | 0.10 | 0.89 | FALSE |
39 | The Cancer Genome Atlas | Prostate Adenocarcinoma | MGMT | 0.39 | 0.31 | enet | 60 | 0.35 | 1.8e-37 | -4.7 | 5.5 | 3.8e-08 | -0.57 | 1.00 | 0.00 | FALSE |
40 | The Cancer Genome Atlas | Soft Tissue Sarcoma | MGMT | 0.14 | 0.05 | blup | 235 | 0.11 | 5.4e-07 | -6.9 | 5.6 | 2.7e-08 | -0.75 | 0.02 | 0.98 | FALSE |
41 | The Cancer Genome Atlas | Stomach Adenocarcinoma | MGMT | 0.15 | 0.08 | lasso | 4 | 0.10 | 7.5e-08 | -4.7 | 5.2 | 1.7e-07 | -0.70 | 0.77 | 0.22 | FALSE |