Best TWAS P=4.18e-09 · Best GWAS P=1.15e-07 conditioned to 0.655
# | 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 | -5.2 | 5.4 | 6.4e-08 | -0.89 | 0.00 | 1.00 | FALSE |
2 | GTEx | Adrenal Gland | MGMT | 0.39 | 0.25 | lasso | 6 | 0.30 | 1.5e-11 | -5.2 | 5.5 | 3.9e-08 | -0.95 | 0.01 | 0.99 | FALSE |
3 | GTEx | Brain Cerebellar Hemisphere | MGMT | 0.53 | 0.15 | lasso | 8 | 0.19 | 1.3e-05 | -5.2 | 5.9 | 4.2e-09 | -0.93 | 0.01 | 0.97 | TRUE |
4 | GTEx | Breast Mammary Tissue | MGMT | 0.60 | 0.21 | enet | 13 | 0.33 | 1.6e-17 | -5.0 | 5.2 | 2.6e-07 | -0.88 | 0.01 | 0.99 | FALSE |
5 | GTEx | Cells Transformed fibroblasts | MGMT | 0.45 | 0.30 | enet | 31 | 0.42 | 4.8e-34 | -4.7 | 5.7 | 1.5e-08 | -0.85 | 0.04 | 0.96 | FALSE |
6 | GTEx | Colon Transverse | MGMT | 0.47 | 0.24 | enet | 58 | 0.35 | 1.6e-17 | -5.0 | 5.7 | 1.6e-08 | -0.75 | 0.02 | 0.97 | FALSE |
7 | GTEx | Esophagus Gastroesophageal Junction | MGMT | 0.34 | 0.31 | lasso | 6 | 0.28 | 9.8e-11 | -4.8 | 5.1 | 2.9e-07 | -0.82 | 0.02 | 0.98 | FALSE |
8 | GTEx | Esophagus Mucosa | MGMT | 0.41 | 0.33 | enet | 37 | 0.38 | 2.3e-26 | -5.0 | 5.6 | 2.7e-08 | -0.82 | 0.02 | 0.98 | FALSE |
9 | GTEx | Heart Atrial Appendage | MGMT | 0.41 | 0.17 | enet | 33 | 0.22 | 4.6e-10 | -5.0 | 5.6 | 2.7e-08 | -0.87 | 0.01 | 0.99 | FALSE |
10 | GTEx | Liver | MGMT | 0.46 | 0.39 | lasso | 4 | 0.42 | 8.2e-13 | -5.0 | 5.2 | 1.7e-07 | -0.84 | 0.02 | 0.98 | FALSE |
11 | GTEx | Ovary | MGMT | 0.52 | 0.09 | enet | 59 | 0.12 | 8.6e-04 | -4.7 | 5.6 | 2.4e-08 | -0.65 | 0.03 | 0.94 | FALSE |
12 | GTEx | Prostate | MGMT | 0.25 | 0.13 | lasso | 4 | 0.20 | 9.4e-06 | -5.2 | 5.7 | 1.0e-08 | -0.90 | 0.02 | 0.95 | FALSE |
13 | GTEx | Skin Sun Exposed Lower leg | MGMT | 0.45 | 0.30 | enet | 42 | 0.46 | 1.6e-41 | -4.8 | 5.7 | 1.2e-08 | -0.85 | 0.02 | 0.98 | FALSE |
14 | GTEx | Stomach | MGMT | 0.33 | 0.20 | enet | 9 | 0.25 | 2.3e-12 | -5.1 | 5.5 | 2.9e-08 | -0.93 | 0.01 | 0.99 | FALSE |
15 | GTEx | Thyroid | MGMT | 0.44 | 0.35 | lasso | 11 | 0.43 | 1.9e-35 | -5.2 | 5.4 | 5.4e-08 | -0.92 | 0.01 | 0.99 | FALSE |
16 | GTEx | Vagina | MGMT | 0.33 | 0.23 | lasso | 4 | 0.24 | 3.3e-06 | -4.7 | 5.2 | 2.2e-07 | -0.79 | 0.04 | 0.84 | FALSE |
17 | NTR | Blood | MGMT | 0.08 | 0.07 | lasso | 8 | 0.08 | 3.7e-24 | -5.0 | 5.2 | 2.3e-07 | -0.86 | 0.02 | 0.98 | FALSE |
18 | ROSMAP | Brain Pre-frontal Cortex | MGMT | 0.41 | 0.38 | enet | 46 | 0.48 | 3.6e-69 | -5.0 | 5.5 | 3.7e-08 | -0.87 | 0.01 | 0.99 | FALSE |
19 | YFS | Blood | MGMT | 0.50 | 0.40 | enet | 94 | 0.55 | 1.6e-218 | -5.0 | 5.3 | 1.3e-07 | -0.81 | 0.02 | 0.98 | FALSE |
20 | The Cancer Genome Atlas | Breast Invasive Carcinoma | MGMT | 0.16 | 0.17 | enet | 22 | 0.21 | 2.4e-41 | -5.0 | 5.1 | 3.1e-07 | -0.89 | 0.01 | 0.98 | FALSE |
21 | The Cancer Genome Atlas | Cervical Squamous Cell Carcinoma | MGMT | 0.18 | 0.03 | blup | 239 | 0.12 | 2.3e-06 | -5.0 | 5.2 | 1.8e-07 | -0.75 | 0.03 | 0.96 | FALSE |
22 | The Cancer Genome Atlas | Head and Neck Squamous Cell Carcinoma | MGMT | 0.10 | 0.09 | enet | 23 | 0.10 | 1.9e-11 | -4.7 | 5.4 | 7.6e-08 | -0.74 | 0.06 | 0.93 | FALSE |
23 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | MGMT | 0.26 | 0.32 | lasso | 10 | 0.37 | 2.9e-43 | -5.3 | 5.4 | 6.7e-08 | -0.94 | 0.00 | 1.00 | FALSE |
24 | The Cancer Genome Atlas | Liver Hepatocellular Carcinoma | MGMT | 0.25 | 0.05 | blup | 234 | 0.12 | 1.9e-06 | -5.0 | 5.3 | 1.4e-07 | -0.62 | 0.02 | 0.95 | FALSE |