Best TWAS P=5.48e-50 · Best GWAS P=3.54e-49 conditioned to 0.0169
# | 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 | ST20 | 0.57 | 0.30 | enet | 24 | 0.42 | 1.7e-36 | 10.6 | -9.0 | 2.5e-19 | 0.51 | 1.00 | 0.00 | FALSE |
2 | GTEx | Adipose Visceral Omentum | MTHFS | 0.27 | 0.02 | lasso | 12 | 0.09 | 2.3e-05 | -1.3 | -8.4 | 3.5e-17 | 0.79 | 0.02 | 0.98 | FALSE |
3 | GTEx | Adipose Visceral Omentum | ST20 | 0.19 | 0.16 | lasso | 3 | 0.15 | 2.3e-08 | 10.6 | -11.2 | 6.7e-29 | 0.60 | 0.51 | 0.46 | FALSE |
4 | GTEx | Adrenal Gland | MTHFS | 0.26 | 0.05 | enet | 32 | 0.06 | 3.4e-03 | 2.7 | -5.7 | 1.5e-08 | 0.59 | 0.15 | 0.57 | FALSE |
5 | GTEx | Artery Aorta | MTHFS | 0.25 | 0.15 | enet | 22 | 0.20 | 2.8e-11 | 2.7 | -6.0 | 2.4e-09 | 0.67 | 0.82 | 0.18 | FALSE |
6 | GTEx | Artery Aorta | ST20 | 0.51 | 0.26 | enet | 21 | 0.39 | 4.9e-23 | 10.6 | -10.1 | 8.7e-24 | 0.66 | 0.92 | 0.08 | FALSE |
7 | GTEx | Artery Coronary | MTHFS | 0.44 | 0.07 | enet | 13 | 0.21 | 1.4e-07 | -1.4 | -5.7 | 1.5e-08 | 0.64 | 0.13 | 0.41 | FALSE |
8 | GTEx | Artery Coronary | ST20 | 0.39 | 0.03 | lasso | 9 | 0.23 | 2.3e-08 | 4.9 | -6.6 | 3.8e-11 | 0.46 | 0.20 | 0.18 | FALSE |
9 | GTEx | Artery Tibial | MTHFS | 0.31 | 0.20 | enet | 28 | 0.28 | 9.4e-22 | 3.5 | -5.5 | 5.0e-08 | 0.68 | 0.91 | 0.09 | FALSE |
10 | GTEx | Artery Tibial | ST20 | 0.32 | 0.21 | lasso | 4 | 0.29 | 4.4e-23 | 10.6 | -11.6 | 5.3e-31 | 0.70 | 1.00 | 0.00 | FALSE |
11 | GTEx | Brain Caudate basal ganglia | MTHFS | 0.24 | 0.18 | lasso | 2 | 0.07 | 3.8e-03 | 6.1 | -6.2 | 6.2e-10 | 0.62 | 0.21 | 0.38 | FALSE |
12 | GTEx | Brain Cerebellar Hemisphere | ST20 | 0.70 | 0.36 | lasso | 8 | 0.52 | 2.0e-15 | 10.6 | -11.3 | 1.1e-29 | 0.73 | 0.06 | 0.93 | FALSE |
13 | GTEx | Brain Cerebellum | ST20 | 0.44 | 0.33 | lasso | 5 | 0.41 | 3.0e-13 | 10.6 | -11.3 | 1.5e-29 | 0.62 | 0.67 | 0.31 | FALSE |
14 | GTEx | Brain Frontal Cortex BA9 | ST20 | 0.54 | 0.17 | lasso | 11 | 0.14 | 1.9e-04 | -14.7 | -14.9 | 5.5e-50 | 0.93 | 0.00 | 0.98 | TRUE |
15 | GTEx | Brain Hippocampus | ST20 | 0.44 | 0.06 | lasso | 8 | 0.22 | 6.4e-06 | -14.7 | -11.1 | 7.4e-29 | 0.77 | 0.01 | 0.94 | FALSE |
16 | GTEx | Breast Mammary Tissue | ST20 | 0.53 | 0.32 | lasso | 11 | 0.42 | 2.8e-23 | 10.6 | -8.3 | 7.9e-17 | 0.47 | 1.00 | 0.00 | FALSE |
17 | GTEx | Breast Mammary Tissue (Male) | ST20 | 0.54 | 0.33 | lasso | 4 | 0.43 | 3.4e-11 | 10.6 | -11.3 | 1.7e-29 | 0.63 | 0.27 | 0.62 | FALSE |
18 | GTEx | Cells Transformed fibroblasts | MTHFS | 0.36 | 0.27 | lasso | 12 | 0.39 | 4.4e-31 | 2.6 | -5.7 | 1.0e-08 | 0.66 | 1.00 | 0.00 | FALSE |
19 | GTEx | Cells Transformed fibroblasts | ST20 | 0.44 | 0.27 | lasso | 8 | 0.34 | 1.8e-26 | 10.6 | -10.4 | 3.7e-25 | 0.59 | 1.00 | 0.00 | FALSE |
20 | GTEx | Colon Sigmoid | MTHFS | 0.19 | 0.11 | enet | 25 | 0.16 | 1.9e-06 | -6.6 | -7.2 | 9.0e-13 | 0.63 | 0.33 | 0.34 | FALSE |
21 | GTEx | Colon Sigmoid | ST20 | 0.65 | 0.30 | lasso | 12 | 0.49 | 1.1e-19 | 10.6 | -9.5 | 1.6e-21 | 0.57 | 0.29 | 0.71 | FALSE |
22 | GTEx | Colon Transverse | ST20 | 0.56 | 0.22 | lasso | 7 | 0.49 | 3.4e-26 | 10.6 | -7.5 | 4.9e-14 | 0.42 | 1.00 | 0.00 | FALSE |
23 | GTEx | Esophagus Gastroesophageal Junction | MTHFS | 0.38 | 0.21 | lasso | 7 | 0.23 | 6.7e-09 | 2.7 | -5.7 | 1.5e-08 | 0.64 | 0.78 | 0.21 | FALSE |
24 | GTEx | Esophagus Gastroesophageal Junction | ST20 | 0.47 | 0.34 | lasso | 4 | 0.38 | 1.1e-14 | 10.6 | -11.6 | 3.6e-31 | 0.65 | 0.93 | 0.07 | FALSE |
25 | GTEx | Esophagus Mucosa | MTHFS | 0.21 | 0.03 | enet | 27 | 0.04 | 5.6e-04 | -14.7 | -8.5 | 2.2e-17 | 0.74 | 0.01 | 0.99 | FALSE |
26 | GTEx | Esophagus Mucosa | ST20 | 0.51 | 0.27 | enet | 22 | 0.42 | 2.3e-30 | 10.6 | -9.0 | 1.8e-19 | 0.53 | 1.00 | 0.00 | FALSE |
27 | GTEx | Esophagus Muscularis | ST20 | 0.55 | 0.25 | lasso | 12 | 0.45 | 8.8e-30 | 10.6 | -9.7 | 4.9e-22 | 0.60 | 0.99 | 0.01 | FALSE |
28 | GTEx | Heart Left Ventricle | MTHFS | 0.23 | 0.09 | enet | 18 | 0.22 | 9.1e-12 | 3.3 | -8.4 | 3.5e-17 | 0.73 | 0.06 | 0.94 | FALSE |
29 | GTEx | Heart Left Ventricle | ST20 | 0.20 | 0.16 | lasso | 5 | 0.17 | 1.6e-09 | 10.6 | -7.6 | 2.9e-14 | 0.38 | 0.98 | 0.00 | FALSE |
30 | GTEx | Lung | MTHFS | 0.25 | 0.15 | lasso | 5 | 0.17 | 9.5e-13 | 10.7 | -11.6 | 2.8e-31 | 0.91 | 0.01 | 0.99 | FALSE |
31 | GTEx | Lung | ST20 | 0.38 | 0.23 | enet | 40 | 0.26 | 5.3e-20 | 10.6 | -8.5 | 2.5e-17 | 0.45 | 1.00 | 0.00 | FALSE |
32 | GTEx | Muscle Skeletal | MTHFS | 0.22 | 0.17 | enet | 24 | 0.26 | 6.6e-25 | 3.3 | -7.3 | 3.3e-13 | 0.73 | 1.00 | 0.00 | FALSE |
33 | GTEx | Muscle Skeletal | ST20 | 0.29 | 0.12 | enet | 41 | 0.18 | 5.7e-17 | 10.6 | -9.9 | 3.2e-23 | 0.58 | 0.99 | 0.01 | FALSE |
34 | GTEx | Nerve Tibial | MTHFS | 0.34 | 0.12 | lasso | 11 | 0.29 | 1.1e-20 | 10.7 | -10.6 | 4.2e-26 | 0.79 | 0.00 | 1.00 | FALSE |
35 | GTEx | Nerve Tibial | ST20 | 0.60 | 0.35 | lasso | 7 | 0.49 | 4.2e-39 | 10.6 | -10.4 | 1.5e-25 | 0.63 | 1.00 | 0.00 | FALSE |
36 | GTEx | Ovary | ST20 | 0.74 | 0.44 | enet | 19 | 0.53 | 2.6e-15 | 10.6 | -13.5 | 1.4e-41 | 0.81 | 0.04 | 0.96 | FALSE |
37 | GTEx | Pancreas | ST20 | 0.42 | 0.32 | lasso | 6 | 0.36 | 8.3e-16 | 10.6 | -9.1 | 8.9e-20 | 0.45 | 1.00 | 0.00 | FALSE |
38 | GTEx | Pituitary | ST20 | 0.57 | 0.34 | enet | 24 | 0.52 | 3.7e-15 | 10.6 | -6.7 | 1.8e-11 | 0.33 | 0.75 | 0.06 | FALSE |
39 | GTEx | Skin Not Sun Exposed Suprapubic | MTHFS | 0.22 | 0.07 | lasso | 7 | 0.11 | 1.3e-06 | -14.7 | -11.7 | 1.5e-31 | 0.86 | 0.00 | 0.99 | FALSE |
40 | GTEx | Skin Not Sun Exposed Suprapubic | ST20 | 0.59 | 0.30 | lasso | 11 | 0.44 | 4.3e-26 | 10.6 | -8.9 | 3.8e-19 | 0.52 | 1.00 | 0.00 | FALSE |
41 | GTEx | Skin Sun Exposed Lower leg | MTHFS | 0.14 | 0.10 | enet | 15 | 0.10 | 9.8e-09 | -14.7 | -10.9 | 1.1e-27 | 0.88 | 0.00 | 1.00 | FALSE |
42 | GTEx | Skin Sun Exposed Lower leg | ST20 | 0.51 | 0.26 | lasso | 13 | 0.45 | 1.0e-40 | 10.6 | -10.0 | 1.6e-23 | 0.61 | 1.00 | 0.00 | FALSE |
43 | GTEx | Stomach | ST20 | 0.47 | 0.24 | enet | 22 | 0.34 | 9.1e-17 | 10.6 | -8.9 | 4.8e-19 | 0.52 | 0.96 | 0.03 | FALSE |
44 | GTEx | Testis | ST20 | 0.50 | 0.32 | lasso | 9 | 0.43 | 1.1e-20 | 10.6 | -10.3 | 7.8e-25 | 0.56 | 0.99 | 0.01 | FALSE |
45 | GTEx | Thyroid | ST20 | 0.60 | 0.33 | enet | 33 | 0.51 | 8.8e-45 | 10.6 | -9.8 | 1.1e-22 | 0.61 | 1.00 | 0.00 | FALSE |
46 | GTEx | Uterus | ST20 | 0.61 | 0.02 | lasso | 4 | 0.34 | 8.6e-08 | 10.6 | -8.4 | 3.9e-17 | 0.45 | 0.11 | 0.21 | FALSE |
47 | GTEx | Whole Blood | ST20 | 0.24 | 0.16 | lasso | 6 | 0.20 | 2.3e-18 | 10.6 | -6.0 | 1.7e-09 | 0.25 | 1.00 | 0.00 | FALSE |
48 | METSIM | Adipose | ST20 | 0.34 | 0.18 | lasso | 12 | 0.26 | 1.4e-38 | 10.6 | -9.3 | 9.5e-21 | 0.49 | 1.00 | 0.00 | FALSE |
49 | NTR | Blood | MTHFS | 0.03 | 0.00 | enet | 10 | 0.01 | 1.0e-03 | -14.7 | -10.1 | 7.1e-24 | 0.79 | 0.00 | 1.00 | FALSE |
50 | NTR | Blood | ST20 | 0.03 | 0.03 | lasso | 6 | 0.02 | 6.0e-08 | 12.8 | 12.7 | 4.6e-37 | -0.80 | 0.02 | 0.98 | FALSE |
51 | YFS | Blood | MTHFS | 0.14 | 0.11 | enet | 36 | 0.15 | 4.7e-48 | 6.1 | -10.5 | 9.9e-26 | 0.82 | 1.00 | 0.00 | FALSE |
52 | The Cancer Genome Atlas | Bladder Urothelial Carcinoma | MTHFS | 0.12 | 0.14 | enet | 13 | 0.18 | 2.0e-15 | 2.3 | -5.5 | 2.9e-08 | 0.60 | 1.00 | 0.00 | FALSE |
53 | The Cancer Genome Atlas | Breast Invasive Carcinoma | MTHFS | 0.10 | 0.05 | enet | 13 | 0.10 | 5.0e-20 | -1.3 | -6.3 | 2.7e-10 | 0.63 | 1.00 | 0.00 | FALSE |
54 | The Cancer Genome Atlas | Breast Invasive Carcinoma | ST20 | 0.09 | 0.04 | enet | 14 | 0.05 | 4.8e-10 | 10.6 | -8.0 | 9.9e-16 | 0.52 | 0.96 | 0.03 | FALSE |
55 | The Cancer Genome Atlas | Cervical Squamous Cell Carcinoma | MTHFS | 0.09 | 0.09 | blup | 83 | 0.08 | 1.0e-04 | 2.3 | -5.9 | 4.5e-09 | 0.59 | 0.29 | 0.30 | FALSE |
56 | The Cancer Genome Atlas | Colon Adenocarcinoma | MTHFS | 0.17 | 0.07 | blup | 82 | 0.14 | 1.1e-08 | 2.5 | -5.7 | 1.2e-08 | 0.63 | 0.89 | 0.10 | FALSE |
57 | The Cancer Genome Atlas | Glioblastoma Multiforme | MTHFS | 0.19 | 0.14 | enet | 13 | 0.20 | 1.2e-06 | 2.5 | -5.7 | 1.4e-08 | 0.64 | 0.21 | 0.69 | FALSE |
58 | The Cancer Genome Atlas | Head and Neck Squamous Cell Carcinoma | MTHFS | 0.10 | 0.09 | lasso | 8 | 0.16 | 1.3e-17 | 2.5 | -8.3 | 8.2e-17 | 0.76 | 0.13 | 0.87 | FALSE |
59 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | ST20 | 0.06 | 0.02 | blup | 52 | 0.03 | 1.9e-04 | 2.5 | -9.2 | 4.0e-20 | 0.67 | 0.04 | 0.93 | FALSE |
60 | The Cancer Genome Atlas | Liver Hepatocellular Carcinoma | ST20 | 0.13 | 0.13 | lasso | 4 | 0.10 | 1.5e-05 | -14.7 | 13.5 | 1.7e-41 | -0.96 | 0.00 | 1.00 | FALSE |
61 | The Cancer Genome Atlas | Lung Squamous Cell Carcinoma | MTHFS | 0.12 | 0.08 | blup | 82 | 0.19 | 1.1e-20 | 3.3 | -7.1 | 1.1e-12 | 0.71 | 0.96 | 0.04 | FALSE |
62 | The Cancer Genome Atlas | Pancreatic Adenocarcinoma | ST20 | 0.12 | 0.01 | blup | 51 | 0.03 | 1.9e-02 | 10.6 | -9.7 | 2.7e-22 | 0.64 | 0.01 | 0.61 | FALSE |
63 | The Cancer Genome Atlas | Pheochromocytoma and Paraganglioma | ST20 | 0.30 | 0.04 | enet | 17 | 0.26 | 5.5e-11 | 10.6 | -9.2 | 3.3e-20 | 0.58 | 0.08 | 0.86 | FALSE |
64 | The Cancer Genome Atlas | Prostate Adenocarcinoma | MTHFS | 0.12 | 0.06 | lasso | 6 | 0.14 | 1.7e-14 | 6.2 | -8.2 | 1.6e-16 | 0.75 | 0.04 | 0.96 | FALSE |
65 | The Cancer Genome Atlas | Prostate Adenocarcinoma | ST20 | 0.09 | 0.08 | enet | 5 | 0.09 | 1.7e-09 | 10.6 | -13.4 | 3.2e-41 | 0.76 | 0.21 | 0.79 | FALSE |
66 | The Cancer Genome Atlas | Rectum Adenocarcinoma | MTHFS | 0.33 | 0.13 | blup | 82 | 0.10 | 2.5e-03 | 2.7 | -5.7 | 1.3e-08 | 0.54 | 0.07 | 0.22 | FALSE |
67 | The Cancer Genome Atlas | Soft Tissue Sarcoma | ST20 | 0.07 | 0.03 | blup | 52 | 0.05 | 6.3e-04 | 3.3 | -9.6 | 1.0e-21 | 0.77 | 0.02 | 0.92 | FALSE |
68 | The Cancer Genome Atlas | Skin Cutaneous Melanoma | MTHFS | 0.14 | 0.01 | enet | 17 | 0.12 | 4.2e-04 | -14.7 | -8.3 | 1.4e-16 | 0.74 | 0.01 | 0.73 | FALSE |
69 | The Cancer Genome Atlas | Stomach Adenocarcinoma | ST20 | 0.11 | 0.03 | blup | 53 | 0.06 | 2.6e-05 | 10.6 | -10.9 | 1.1e-27 | 0.73 | 0.02 | 0.84 | FALSE |
70 | The Cancer Genome Atlas | Thyroid Carcinoma | ST20 | 0.19 | 0.08 | blup | 52 | 0.19 | 5.8e-18 | -14.7 | -10.8 | 3.4e-27 | 0.74 | 0.00 | 1.00 | FALSE |