Best TWAS P=9.65e-19 · Best GWAS P=1.33e-23 conditioned to 0.000109
# | 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 | EBF3 | 0.12 | 0.05 | bslmm | 650 | 0.07 | 2.1e-09 | -4.8 | 6.7 | 1.5e-11 | -0.47 | 0.59 | 0.40 | FALSE |
2 | CommonMind | Brain Pre-frontal Cortex | MGMT | 0.29 | 0.27 | lasso | 14 | 0.31 | 6.0e-38 | -4.6 | 7.1 | 1.4e-12 | -0.76 | 0.74 | 0.26 | FALSE |
3 | GTEx | Adipose Subcutaneous | MGMT | 0.39 | 0.27 | enet | 30 | 0.48 | 1.2e-44 | -6.3 | 6.1 | 1.3e-09 | -0.76 | 0.97 | 0.03 | FALSE |
4 | GTEx | Adipose Visceral Omentum | MGMT | 0.39 | 0.16 | enet | 11 | 0.24 | 9.1e-13 | -4.8 | 6.4 | 1.3e-10 | -0.77 | 0.91 | 0.09 | FALSE |
5 | GTEx | Adrenal Gland | MGMT | 0.39 | 0.25 | lasso | 6 | 0.30 | 1.5e-11 | -4.6 | 6.3 | 2.1e-10 | -0.72 | 0.69 | 0.31 | FALSE |
6 | GTEx | Artery Aorta | MGMT | 0.50 | 0.28 | enet | 60 | 0.37 | 1.2e-21 | -4.6 | 5.2 | 1.6e-07 | -0.66 | 0.93 | 0.07 | FALSE |
7 | GTEx | Artery Tibial | MGMT | 0.42 | 0.30 | enet | 22 | 0.46 | 1.9e-40 | -9.6 | 7.0 | 3.2e-12 | -0.81 | 0.17 | 0.83 | FALSE |
8 | GTEx | Brain Cerebellar Hemisphere | MGMT | 0.53 | 0.15 | lasso | 8 | 0.19 | 1.3e-05 | -4.6 | 5.9 | 4.6e-09 | -0.69 | 0.24 | 0.40 | FALSE |
9 | GTEx | Brain Cerebellum | EBF3 | 0.23 | 0.11 | lasso | 4 | 0.05 | 1.2e-02 | -5.1 | 5.8 | 8.1e-09 | -0.15 | 0.13 | 0.25 | TRUE |
10 | GTEx | Brain Cerebellum | MGMT | 0.38 | 0.17 | enet | 18 | 0.27 | 1.1e-08 | -6.3 | 7.4 | 1.1e-13 | -0.81 | 0.02 | 0.98 | FALSE |
11 | GTEx | Brain Frontal Cortex BA9 | MGMT | 0.29 | 0.15 | lasso | 5 | 0.16 | 6.8e-05 | 5.0 | 5.3 | 9.3e-08 | -0.68 | 0.13 | 0.60 | FALSE |
12 | GTEx | Brain Nucleus accumbens basal ganglia | MGMT | 0.32 | 0.29 | lasso | 1 | 0.21 | 2.4e-06 | -6.3 | 6.3 | 3.9e-10 | -0.82 | 0.06 | 0.90 | FALSE |
13 | GTEx | Breast Mammary Tissue | MGMT | 0.60 | 0.21 | enet | 13 | 0.33 | 1.6e-17 | -4.8 | 7.2 | 4.6e-13 | -0.78 | 0.82 | 0.18 | FALSE |
14 | GTEx | Breast Mammary Tissue (Female) | MGMT | 0.46 | 0.31 | lasso | 4 | 0.33 | 1.1e-10 | -4.8 | 6.7 | 2.1e-11 | -0.77 | 0.18 | 0.80 | FALSE |
15 | GTEx | Cells EBV-transformed lymphocytes | MGMT | 0.57 | 0.03 | lasso | 22 | 0.20 | 3.4e-07 | -4.5 | 7.0 | 2.9e-12 | -0.77 | 0.06 | 0.93 | FALSE |
16 | GTEx | Cells Transformed fibroblasts | MGMT | 0.45 | 0.30 | enet | 31 | 0.42 | 4.8e-34 | -6.3 | 7.0 | 1.9e-12 | -0.81 | 0.97 | 0.03 | FALSE |
17 | GTEx | Colon Sigmoid | MGMT | 0.55 | 0.21 | enet | 29 | 0.29 | 9.1e-11 | -4.8 | 6.6 | 3.6e-11 | -0.66 | 0.28 | 0.71 | FALSE |
18 | GTEx | Colon Transverse | MGMT | 0.47 | 0.24 | enet | 58 | 0.35 | 1.6e-17 | -4.8 | 5.5 | 5.1e-08 | -0.72 | 0.09 | 0.91 | FALSE |
19 | GTEx | Esophagus Gastroesophageal Junction | MGMT | 0.34 | 0.31 | lasso | 6 | 0.28 | 9.8e-11 | -9.6 | 8.6 | 1.1e-17 | -0.82 | 0.12 | 0.88 | FALSE |
20 | GTEx | Esophagus Muscularis | MGMT | 0.50 | 0.29 | enet | 40 | 0.34 | 3.4e-21 | -4.8 | 6.4 | 1.5e-10 | -0.70 | 0.96 | 0.04 | FALSE |
21 | GTEx | Heart Atrial Appendage | MGMT | 0.41 | 0.17 | enet | 33 | 0.22 | 4.6e-10 | -4.8 | 8.0 | 1.1e-15 | -0.77 | 0.13 | 0.87 | FALSE |
22 | GTEx | Heart Left Ventricle | MGMT | 0.27 | 0.20 | lasso | 7 | 0.22 | 6.3e-12 | -4.8 | 5.7 | 1.0e-08 | -0.72 | 0.59 | 0.41 | FALSE |
23 | GTEx | Liver | MGMT | 0.46 | 0.39 | lasso | 4 | 0.42 | 8.2e-13 | -4.8 | 6.0 | 2.3e-09 | -0.79 | 0.68 | 0.31 | FALSE |
24 | GTEx | Lung | MGMT | 0.39 | 0.24 | enet | 28 | 0.33 | 5.5e-26 | -4.8 | 6.5 | 7.4e-11 | -0.75 | 0.78 | 0.22 | FALSE |
25 | GTEx | Muscle Skeletal | MGMT | 0.30 | 0.15 | lasso | 7 | 0.27 | 2.0e-26 | -6.3 | 6.5 | 7.5e-11 | -0.78 | 0.77 | 0.23 | FALSE |
26 | GTEx | Nerve Tibial | MGMT | 0.50 | 0.23 | enet | 46 | 0.42 | 6.9e-32 | -6.3 | 7.4 | 1.6e-13 | -0.80 | 0.14 | 0.86 | FALSE |
27 | GTEx | Ovary | MGMT | 0.52 | 0.09 | enet | 59 | 0.12 | 8.6e-04 | -6.3 | 6.0 | 2.5e-09 | -0.65 | 0.05 | 0.90 | FALSE |
28 | GTEx | Pancreas | MGMT | 0.32 | 0.03 | lasso | 7 | 0.17 | 8.0e-08 | -4.8 | 5.4 | 6.1e-08 | -0.59 | 0.32 | 0.55 | FALSE |
29 | GTEx | Pituitary | MGMT | 0.40 | 0.19 | enet | 9 | 0.23 | 1.9e-06 | -6.3 | 6.8 | 7.3e-12 | -0.87 | 0.01 | 0.98 | FALSE |
30 | GTEx | Prostate | MGMT | 0.25 | 0.13 | lasso | 4 | 0.20 | 9.4e-06 | -4.6 | 7.5 | 9.5e-14 | -0.81 | 0.02 | 0.94 | FALSE |
31 | GTEx | Skin Sun Exposed Lower leg | MGMT | 0.45 | 0.30 | enet | 42 | 0.46 | 1.6e-41 | -9.6 | 7.3 | 2.2e-13 | -0.79 | 0.21 | 0.79 | FALSE |
32 | GTEx | Small Intestine Terminal Ileum | MGMT | 0.31 | 0.14 | enet | 11 | 0.21 | 1.6e-05 | -9.6 | 7.8 | 4.7e-15 | -0.82 | 0.05 | 0.86 | FALSE |
33 | GTEx | Spleen | MGMT | 0.49 | 0.15 | enet | 53 | 0.04 | 4.1e-02 | -9.6 | 5.8 | 6.6e-09 | -0.73 | 0.03 | 0.91 | FALSE |
34 | GTEx | Stomach | MGMT | 0.33 | 0.20 | enet | 9 | 0.25 | 2.3e-12 | -6.4 | 6.6 | 3.4e-11 | -0.75 | 0.82 | 0.18 | FALSE |
35 | GTEx | Thyroid | MGMT | 0.44 | 0.35 | lasso | 11 | 0.43 | 1.9e-35 | -4.6 | 6.2 | 4.5e-10 | -0.75 | 1.00 | 0.00 | FALSE |
36 | GTEx | Vagina | MGMT | 0.33 | 0.23 | lasso | 4 | 0.24 | 3.3e-06 | -6.3 | 7.8 | 4.6e-15 | -0.86 | 0.06 | 0.82 | FALSE |
37 | METSIM | Adipose | MGMT | 0.18 | 0.11 | lasso | 9 | 0.18 | 1.5e-25 | -9.9 | 8.2 | 2.8e-16 | -0.87 | 0.01 | 0.99 | FALSE |
38 | NTR | Blood | MGMT | 0.08 | 0.07 | lasso | 8 | 0.08 | 3.7e-24 | -4.8 | 7.4 | 1.3e-13 | -0.82 | 1.00 | 0.00 | FALSE |
39 | ROSMAP | Brain Pre-frontal Cortex | MGMT | 0.41 | 0.38 | enet | 46 | 0.48 | 3.6e-69 | -4.8 | 6.0 | 1.5e-09 | -0.76 | 1.00 | 0.00 | FALSE |
40 | YFS | Blood | MGMT | 0.50 | 0.40 | enet | 94 | 0.55 | 1.6e-218 | -4.8 | 6.7 | 1.6e-11 | -0.70 | 1.00 | 0.00 | FALSE |
41 | The Cancer Genome Atlas | Breast Invasive Carcinoma | MGMT | 0.16 | 0.17 | enet | 22 | 0.21 | 2.4e-41 | -4.8 | 6.4 | 2.0e-10 | -0.75 | 1.00 | 0.00 | FALSE |
42 | The Cancer Genome Atlas | Cervical Squamous Cell Carcinoma | MGMT | 0.18 | 0.03 | blup | 239 | 0.12 | 2.3e-06 | -4.8 | 6.2 | 7.9e-10 | -0.72 | 0.11 | 0.87 | FALSE |
43 | The Cancer Genome Atlas | Colon Adenocarcinoma | MGMT | 0.24 | 0.09 | blup | 238 | 0.14 | 2.3e-08 | -9.6 | 7.7 | 1.9e-14 | -0.73 | 0.02 | 0.98 | FALSE |
44 | The Cancer Genome Atlas | Head and Neck Squamous Cell Carcinoma | MGMT | 0.10 | 0.09 | enet | 23 | 0.10 | 1.9e-11 | -6.3 | 5.6 | 2.2e-08 | -0.76 | 0.84 | 0.16 | FALSE |
45 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | MGMT | 0.26 | 0.32 | lasso | 10 | 0.37 | 2.9e-43 | -4.7 | 6.8 | 8.2e-12 | -0.78 | 1.00 | 0.00 | FALSE |
46 | The Cancer Genome Atlas | Kidney Renal Papillary Cell Carcinoma | MGMT | 0.40 | 0.24 | enet | 29 | 0.37 | 1.9e-22 | -4.7 | 6.7 | 3.0e-11 | -0.72 | 0.92 | 0.08 | FALSE |
47 | The Cancer Genome Atlas | Brain Lower Grade Glioma | MGMT | 0.13 | 0.07 | lasso | 5 | 0.10 | 2.4e-11 | -4.8 | 7.3 | 2.3e-13 | -0.78 | 0.17 | 0.83 | FALSE |
48 | The Cancer Genome Atlas | Lung Adenocarcinoma | MGMT | 0.11 | 0.07 | enet | 16 | 0.14 | 2.8e-16 | -4.8 | 7.5 | 7.1e-14 | -0.86 | 0.02 | 0.98 | FALSE |
49 | The Cancer Genome Atlas | Lung Squamous Cell Carcinoma | MGMT | 0.09 | 0.09 | enet | 9 | 0.09 | 8.4e-11 | 5.0 | 5.3 | 1.3e-07 | -0.69 | 1.00 | 0.00 | FALSE |
50 | The Cancer Genome Atlas | Pancreatic Adenocarcinoma | MGMT | 0.30 | 0.12 | enet | 30 | 0.22 | 2.0e-09 | 5.1 | 6.9 | 4.8e-12 | -0.75 | 0.27 | 0.73 | FALSE |
51 | The Cancer Genome Atlas | Pheochromocytoma and Paraganglioma | MGMT | 0.27 | 0.24 | lasso | 7 | 0.19 | 3.3e-08 | -8.5 | 8.5 | 1.8e-17 | -0.79 | 0.13 | 0.87 | FALSE |
52 | The Cancer Genome Atlas | Prostate Adenocarcinoma | MGMT | 0.39 | 0.31 | enet | 60 | 0.35 | 1.8e-37 | -4.8 | 5.7 | 1.5e-08 | -0.71 | 1.00 | 0.00 | FALSE |
53 | The Cancer Genome Atlas | Rectum Adenocarcinoma | MGMT | 0.39 | -0.01 | blup | 239 | 0.09 | 4.0e-03 | 1.9 | 6.0 | 2.0e-09 | -0.44 | 0.03 | 0.23 | FALSE |
54 | The Cancer Genome Atlas | Soft Tissue Sarcoma | MGMT | 0.14 | 0.05 | blup | 235 | 0.11 | 5.4e-07 | -9.6 | 8.8 | 9.7e-19 | -0.75 | 0.08 | 0.91 | TRUE |
55 | The Cancer Genome Atlas | Stomach Adenocarcinoma | MGMT | 0.15 | 0.08 | lasso | 4 | 0.10 | 7.5e-08 | -4.8 | 6.7 | 2.2e-11 | -0.78 | 0.22 | 0.78 | FALSE |
56 | The Cancer Genome Atlas | Thyroid Carcinoma | MGMT | 0.48 | 0.37 | enet | 52 | 0.48 | 2.0e-52 | -4.8 | 6.2 | 6.8e-10 | -0.73 | 1.00 | 0.00 | FALSE |