Best TWAS P=5.12e-10 · Best GWAS P=7.56e-10 conditioned to 1
# | 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 | LRRC37A2 | 0.34 | 0.52 | lasso | 4 | 0.52 | 1.2e-49 | 6.1 | 6.1 | 1.1e-09 | 1.00 | 0.01 | 0.99 | FALSE |
2 | GTEx | Adipose Visceral Omentum | LRRC37A2 | 0.32 | 0.48 | lasso | 5 | 0.50 | 2.9e-29 | 6.1 | 6.2 | 7.8e-10 | 0.99 | 0.01 | 0.99 | FALSE |
3 | GTEx | Adrenal Gland | LRRC37A2 | 0.47 | 0.50 | enet | 30 | 0.54 | 5.9e-23 | 6.1 | 5.6 | 2.3e-08 | 0.96 | 0.01 | 0.99 | FALSE |
4 | GTEx | Artery Aorta | WNT3 | 0.16 | 0.22 | lasso | 7 | 0.24 | 3.6e-13 | 5.4 | 5.6 | 2.2e-08 | 0.89 | 0.10 | 0.90 | FALSE |
5 | GTEx | Artery Aorta | LRRC37A2 | 0.31 | 0.44 | lasso | 3 | 0.44 | 4.8e-26 | 6.1 | 6.2 | 7.9e-10 | 1.00 | 0.01 | 0.99 | FALSE |
6 | GTEx | Artery Coronary | WNT3 | 0.13 | 0.04 | lasso | 3 | 0.02 | 9.4e-02 | 5.9 | 6.0 | 1.8e-09 | 0.97 | 0.02 | 0.92 | FALSE |
7 | GTEx | Artery Coronary | LRRC37A2 | 0.38 | 0.48 | lasso | 13 | 0.48 | 5.5e-18 | 6.1 | 6.1 | 8.9e-10 | 1.00 | 0.01 | 0.99 | FALSE |
8 | GTEx | Artery Tibial | LRRC37A2 | 0.25 | 0.41 | lasso | 8 | 0.40 | 1.2e-33 | 6.1 | 6.1 | 8.7e-10 | 1.00 | 0.01 | 0.99 | FALSE |
9 | GTEx | Brain Caudate basal ganglia | LRRC37A2 | 0.44 | 0.62 | enet | 34 | 0.68 | 1.2e-25 | 5.9 | 5.7 | 1.3e-08 | 0.96 | 0.01 | 0.99 | FALSE |
10 | GTEx | Brain Cerebellar Hemisphere | LRRC37A2 | 0.48 | 0.60 | lasso | 11 | 0.58 | 3.2e-18 | 6.1 | 6.1 | 9.1e-10 | 1.00 | 0.01 | 0.99 | FALSE |
11 | GTEx | Brain Cerebellum | LRRC37A2 | 0.54 | 0.67 | enet | 23 | 0.69 | 3.2e-27 | 6.1 | 6.1 | 9.0e-10 | 0.99 | 0.01 | 0.99 | FALSE |
12 | GTEx | Brain Cortex | LRRC37A2 | 0.46 | 0.50 | enet | 19 | 0.56 | 1.2e-18 | 6.1 | 5.7 | 1.1e-08 | 0.97 | 0.01 | 0.99 | FALSE |
13 | GTEx | Brain Frontal Cortex BA9 | LRRC37A2 | 0.45 | 0.50 | lasso | 8 | 0.59 | 3.1e-19 | 6.1 | 6.1 | 1.3e-09 | 0.98 | 0.02 | 0.98 | FALSE |
14 | GTEx | Brain Hippocampus | LRRC37A2 | 0.44 | 0.56 | lasso | 9 | 0.58 | 1.1e-16 | 6.1 | 6.1 | 9.2e-10 | 1.00 | 0.01 | 0.99 | FALSE |
15 | GTEx | Brain Hypothalamus | LRRC37A2 | 0.56 | 0.59 | lasso | 8 | 0.62 | 1.9e-18 | 6.1 | 6.1 | 1.1e-09 | 0.99 | 0.02 | 0.98 | FALSE |
16 | GTEx | Brain Nucleus accumbens basal ganglia | WNT3 | 0.22 | 0.08 | lasso | 3 | 0.01 | 1.9e-01 | 5.1 | 5.2 | 2.0e-07 | 0.86 | 0.04 | 0.32 | FALSE |
17 | GTEx | Brain Nucleus accumbens basal ganglia | LRRC37A2 | 0.46 | 0.62 | lasso | 11 | 0.66 | 3.4e-23 | 6.1 | 6.1 | 9.4e-10 | 0.99 | 0.01 | 0.99 | FALSE |
18 | GTEx | Brain Putamen basal ganglia | LRRC37A2 | 0.41 | 0.62 | lasso | 12 | 0.62 | 1.6e-18 | 6.1 | 6.2 | 7.5e-10 | 1.00 | 0.01 | 0.99 | FALSE |
19 | GTEx | Breast Mammary Tissue | LRRC37A2 | 0.38 | 0.44 | lasso | 2 | 0.44 | 8.3e-25 | 6.1 | 6.2 | 8.0e-10 | 1.00 | 0.01 | 0.99 | FALSE |
20 | GTEx | Breast Mammary Tissue (Male) | LRRC37A2 | 0.37 | 0.24 | lasso | 5 | 0.18 | 6.3e-05 | 6.1 | 6.2 | 6.4e-10 | 0.99 | 0.01 | 0.98 | FALSE |
21 | GTEx | Breast Mammary Tissue (Female) | LRRC37A2 | 0.24 | 0.24 | lasso | 5 | 0.23 | 1.8e-07 | 6.1 | 6.1 | 9.0e-10 | 1.00 | 0.01 | 0.99 | FALSE |
22 | GTEx | Cells EBV-transformed lymphocytes | LRRC37A2 | 0.20 | 0.06 | lasso | 9 | 0.05 | 7.8e-03 | 5.9 | 5.4 | 5.9e-08 | 0.93 | 0.02 | 0.90 | FALSE |
23 | GTEx | Cells Transformed fibroblasts | NSF | 0.06 | 0.03 | lasso | 4 | 0.02 | 5.7e-03 | 6.1 | 5.9 | 3.0e-09 | 0.93 | 0.01 | 0.95 | FALSE |
24 | GTEx | Colon Sigmoid | LRRC37A2 | 0.42 | 0.63 | lasso | 14 | 0.64 | 1.1e-28 | 5.9 | 6.2 | 7.8e-10 | 1.00 | 0.01 | 0.99 | FALSE |
25 | GTEx | Colon Transverse | WNT3 | 0.10 | 0.07 | enet | 10 | 0.09 | 6.4e-05 | 5.4 | 5.6 | 2.1e-08 | 0.89 | 0.08 | 0.89 | FALSE |
26 | GTEx | Colon Transverse | LRRC37A2 | 0.37 | 0.41 | enet | 26 | 0.40 | 1.4e-20 | 6.1 | 6.0 | 1.9e-09 | 0.99 | 0.01 | 0.99 | FALSE |
27 | GTEx | Esophagus Gastroesophageal Junction | WNT3 | 0.15 | 0.06 | lasso | 2 | 0.05 | 9.0e-03 | 5.7 | 5.7 | 1.5e-08 | 0.89 | 0.06 | 0.77 | FALSE |
28 | GTEx | Esophagus Gastroesophageal Junction | LRRC37A2 | 0.38 | 0.49 | enet | 19 | 0.50 | 1.4e-20 | 6.1 | 5.8 | 8.0e-09 | 0.96 | 0.01 | 0.99 | FALSE |
29 | GTEx | Esophagus Mucosa | LRRC37A2 | 0.24 | 0.17 | lasso | 9 | 0.22 | 4.9e-15 | 6.1 | 5.7 | 1.6e-08 | 0.95 | 0.02 | 0.98 | FALSE |
30 | GTEx | Esophagus Mucosa | LRRC37A17P | 0.14 | 0.12 | lasso | 4 | 0.12 | 1.6e-08 | 6.1 | -6.2 | 7.9e-10 | -0.99 | 0.01 | 0.99 | FALSE |
31 | GTEx | Esophagus Muscularis | WNT3 | 0.13 | 0.13 | lasso | 3 | 0.12 | 1.3e-07 | 5.5 | 5.5 | 3.9e-08 | 0.89 | 0.17 | 0.83 | FALSE |
32 | GTEx | Esophagus Muscularis | LRRC37A2 | 0.31 | 0.51 | enet | 22 | 0.51 | 4.5e-35 | 6.1 | 6.2 | 5.1e-10 | 0.99 | 0.01 | 0.99 | TRUE |
33 | GTEx | Heart Atrial Appendage | WNT3 | 0.20 | 0.15 | lasso | 3 | 0.13 | 2.3e-06 | 5.8 | 5.5 | 4.2e-08 | 0.89 | 0.06 | 0.94 | FALSE |
34 | GTEx | Heart Atrial Appendage | LRRC37A2 | 0.35 | 0.43 | lasso | 10 | 0.42 | 1.6e-20 | 6.1 | 6.2 | 7.8e-10 | 1.00 | 0.01 | 0.99 | FALSE |
35 | GTEx | Heart Left Ventricle | LRRC37A2 | 0.23 | 0.38 | enet | 12 | 0.38 | 5.0e-21 | 6.1 | 6.2 | 7.7e-10 | 1.00 | 0.01 | 0.99 | FALSE |
36 | GTEx | Liver | LRRC37A2 | 0.42 | 0.36 | lasso | 6 | 0.36 | 8.4e-11 | 6.1 | 5.8 | 7.3e-09 | 0.99 | 0.01 | 0.99 | FALSE |
37 | GTEx | Lung | WNT3 | 0.15 | 0.13 | lasso | 3 | 0.11 | 9.9e-09 | 5.4 | 5.5 | 4.0e-08 | 0.89 | 0.12 | 0.88 | FALSE |
38 | GTEx | Lung | LRRC37A2 | 0.30 | 0.43 | lasso | 2 | 0.43 | 2.2e-35 | 6.1 | 6.1 | 9.3e-10 | 1.00 | 0.01 | 0.99 | FALSE |
39 | GTEx | Muscle Skeletal | LRRC37A2 | 0.35 | 0.33 | enet | 23 | 0.40 | 1.9e-42 | 6.1 | 5.2 | 1.6e-07 | 0.89 | 0.01 | 0.99 | FALSE |
40 | GTEx | Nerve Tibial | WNT3 | 0.15 | 0.14 | lasso | 2 | 0.14 | 5.4e-10 | 5.5 | 5.6 | 2.1e-08 | 0.89 | 0.11 | 0.89 | FALSE |
41 | GTEx | Nerve Tibial | LRRC37A2 | 0.40 | 0.51 | enet | 24 | 0.55 | 1.8e-45 | 6.1 | 5.7 | 1.3e-08 | 0.97 | 0.01 | 0.99 | FALSE |
42 | GTEx | Ovary | LRRC37A2 | 0.51 | 0.44 | lasso | 8 | 0.45 | 1.3e-12 | 6.1 | 6.0 | 2.4e-09 | 0.99 | 0.01 | 0.99 | FALSE |
43 | GTEx | Pancreas | WNT3 | 0.21 | 0.13 | enet | 14 | 0.16 | 4.3e-07 | 5.1 | 5.7 | 1.3e-08 | 0.90 | 0.05 | 0.95 | FALSE |
44 | GTEx | Pancreas | LRRC37A2 | 0.30 | 0.37 | lasso | 9 | 0.38 | 6.0e-17 | 6.1 | 6.2 | 7.5e-10 | 0.99 | 0.01 | 0.99 | FALSE |
45 | GTEx | Pituitary | LRRC37A2 | 0.46 | 0.26 | enet | 27 | 0.32 | 1.1e-08 | 6.1 | 5.5 | 2.9e-08 | 0.91 | 0.02 | 0.98 | FALSE |
46 | GTEx | Prostate | LRRC37A2 | 0.34 | 0.45 | lasso | 6 | 0.43 | 3.4e-12 | 6.1 | 6.1 | 9.7e-10 | 1.00 | 0.01 | 0.99 | FALSE |
47 | GTEx | Skin Not Sun Exposed Suprapubic | LRRC37A2 | 0.32 | 0.31 | lasso | 4 | 0.35 | 4.8e-20 | 6.1 | 5.6 | 2.8e-08 | 0.96 | 0.01 | 0.99 | FALSE |
48 | GTEx | Skin Not Sun Exposed Suprapubic | LRRC37A17P | 0.15 | 0.07 | lasso | 7 | 0.07 | 1.4e-04 | 6.1 | -5.8 | 5.1e-09 | -0.98 | 0.01 | 0.98 | FALSE |
49 | GTEx | Skin Sun Exposed Lower leg | LRRC37A2 | 0.22 | 0.33 | enet | 20 | 0.35 | 2.3e-30 | 6.1 | 5.8 | 8.1e-09 | 0.96 | 0.01 | 0.99 | FALSE |
50 | GTEx | Small Intestine Terminal Ileum | LRRC37A2 | 0.38 | 0.28 | enet | 24 | 0.36 | 6.8e-09 | 6.1 | 5.6 | 2.7e-08 | 0.93 | 0.02 | 0.98 | FALSE |
51 | GTEx | Spleen | LRRC37A2 | 0.37 | 0.34 | lasso | 3 | 0.40 | 2.2e-11 | 6.1 | 6.1 | 9.9e-10 | 0.98 | 0.02 | 0.98 | FALSE |
52 | GTEx | Stomach | WNT3 | 0.09 | 0.08 | lasso | 10 | 0.06 | 6.4e-04 | 5.8 | 5.8 | 6.2e-09 | 0.92 | 0.06 | 0.86 | FALSE |
53 | GTEx | Stomach | LRRC37A2 | 0.32 | 0.44 | lasso | 7 | 0.43 | 1.3e-22 | 6.1 | 6.1 | 9.1e-10 | 1.00 | 0.01 | 0.99 | FALSE |
54 | GTEx | Testis | NSF | 0.10 | 0.10 | lasso | 4 | 0.06 | 7.9e-04 | 6.1 | 6.1 | 8.8e-10 | 1.00 | 0.01 | 0.94 | FALSE |
55 | GTEx | Testis | WNT3 | 0.14 | 0.10 | enet | 10 | 0.14 | 9.9e-07 | 5.7 | 5.2 | 2.0e-07 | 0.89 | 0.08 | 0.91 | FALSE |
56 | GTEx | Testis | LRRC37A17P | 0.16 | 0.21 | lasso | 6 | 0.19 | 1.0e-08 | 6.1 | -6.1 | 8.9e-10 | -1.00 | 0.01 | 0.99 | FALSE |
57 | GTEx | Thyroid | WNT3 | 0.27 | 0.32 | lasso | 1 | 0.30 | 1.6e-23 | 5.1 | 5.1 | 2.9e-07 | 0.88 | 0.76 | 0.24 | FALSE |
58 | GTEx | Thyroid | LRRC37A2 | 0.25 | 0.41 | lasso | 10 | 0.41 | 3.7e-33 | 6.1 | 6.2 | 7.0e-10 | 1.00 | 0.01 | 0.99 | FALSE |
59 | GTEx | Uterus | LRRC37A2 | 0.64 | 0.54 | lasso | 11 | 0.56 | 1.1e-13 | 6.1 | 5.7 | 9.9e-09 | 0.97 | 0.01 | 0.99 | FALSE |
60 | GTEx | Vagina | LRRC37A2 | 0.42 | 0.34 | enet | 18 | 0.37 | 2.6e-09 | 6.1 | 5.7 | 1.1e-08 | 0.94 | 0.01 | 0.99 | FALSE |
61 | GTEx | Whole Blood | LRRC37A2 | 0.22 | 0.27 | lasso | 9 | 0.25 | 3.0e-23 | 6.1 | 6.1 | 9.5e-10 | 1.00 | 0.01 | 0.99 | FALSE |
62 | The Cancer Genome Atlas | Bladder Urothelial Carcinoma | LRRC37A2 | 0.28 | 0.39 | lasso | 6 | 0.43 | 6.6e-40 | 6.1 | 5.6 | 2.2e-08 | 0.96 | 0.01 | 0.99 | FALSE |
63 | The Cancer Genome Atlas | Breast Invasive Carcinoma | LRRC37A2 | 0.24 | 0.33 | lasso | 9 | 0.33 | 3.2e-70 | 6.1 | 5.9 | 3.2e-09 | 0.99 | 0.01 | 0.99 | FALSE |
64 | The Cancer Genome Atlas | Cervical Squamous Cell Carcinoma | LRRC37A2 | 0.44 | 0.46 | blup | 48 | 0.48 | 1.8e-26 | 6.1 | 5.5 | 2.8e-08 | 0.93 | 0.01 | 0.99 | FALSE |
65 | The Cancer Genome Atlas | Colon Adenocarcinoma | LRRC37A2 | 0.21 | 0.21 | blup | 48 | 0.21 | 3.0e-12 | 6.1 | 5.4 | 5.3e-08 | 0.96 | 0.01 | 0.99 | FALSE |
66 | The Cancer Genome Atlas | Esophageal Carcinoma | LRRC37A2 | 0.46 | 0.24 | blup | 47 | 0.29 | 1.1e-09 | 6.1 | 5.2 | 1.5e-07 | 0.90 | 0.01 | 0.99 | FALSE |
67 | The Cancer Genome Atlas | Head and Neck Squamous Cell Carcinoma | LRRC37A2 | 0.19 | 0.30 | lasso | 4 | 0.30 | 1.4e-33 | 6.1 | 6.0 | 2.1e-09 | 0.99 | 0.01 | 0.99 | FALSE |
68 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | LRRC37A2 | 0.33 | 0.35 | lasso | 4 | 0.41 | 7.2e-50 | 6.1 | 5.6 | 2.4e-08 | 0.94 | 0.01 | 0.99 | FALSE |
69 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | WNT3 | 0.04 | 0.03 | blup | 57 | 0.04 | 3.2e-05 | 6.1 | 6.1 | 1.1e-09 | 0.95 | 0.01 | 0.98 | FALSE |
70 | The Cancer Genome Atlas | Kidney Renal Papillary Cell Carcinoma | LRRC37A2 | 0.33 | 0.34 | lasso | 7 | 0.34 | 6.3e-20 | 6.1 | 5.8 | 5.0e-09 | 0.98 | 0.01 | 0.99 | FALSE |
71 | The Cancer Genome Atlas | Brain Lower Grade Glioma | LRRC37A2 | 0.43 | 0.51 | enet | 14 | 0.54 | 9.2e-72 | 6.1 | 5.6 | 2.1e-08 | 0.97 | 0.01 | 0.99 | FALSE |
72 | The Cancer Genome Atlas | Liver Hepatocellular Carcinoma | LRRC37A2 | 0.31 | 0.33 | lasso | 6 | 0.36 | 9.1e-18 | 6.1 | 6.0 | 2.0e-09 | 0.96 | 0.01 | 0.99 | FALSE |
73 | The Cancer Genome Atlas | Lung Adenocarcinoma | LRRC37A2 | 0.27 | 0.36 | enet | 25 | 0.40 | 1.5e-50 | 6.1 | 6.0 | 2.3e-09 | 0.95 | 0.01 | 0.99 | FALSE |
74 | The Cancer Genome Atlas | Lung Squamous Cell Carcinoma | LRRC37A2 | 0.27 | 0.34 | enet | 13 | 0.36 | 1.5e-42 | 6.1 | 5.2 | 1.6e-07 | 0.95 | 0.01 | 0.99 | FALSE |
75 | The Cancer Genome Atlas | Ovarian Serous Cystadenocarcinoma | LRRC37A2 | 0.19 | 0.25 | enet | 8 | 0.28 | 2.0e-19 | 6.1 | 5.8 | 8.9e-09 | 0.94 | 0.01 | 0.99 | FALSE |
76 | The Cancer Genome Atlas | Pancreatic Adenocarcinoma | LRRC37A2 | 0.28 | 0.36 | lasso | 6 | 0.36 | 3.3e-16 | 6.1 | 6.1 | 9.1e-10 | 0.98 | 0.01 | 0.99 | FALSE |
77 | The Cancer Genome Atlas | Pheochromocytoma and Paraganglioma | LRRC37A2 | 0.29 | 0.29 | lasso | 9 | 0.26 | 5.4e-11 | 6.1 | 6.1 | 8.9e-10 | 1.00 | 0.01 | 0.99 | FALSE |
78 | The Cancer Genome Atlas | Prostate Adenocarcinoma | LRRC37A2 | 0.35 | 0.43 | enet | 18 | 0.46 | 5.3e-54 | 5.9 | 5.5 | 3.0e-08 | 0.94 | 0.02 | 0.98 | FALSE |
79 | The Cancer Genome Atlas | Prostate Adenocarcinoma | WNT3 | 0.06 | 0.11 | lasso | 2 | 0.11 | 7.6e-12 | 5.1 | 5.2 | 2.4e-07 | 0.89 | 0.11 | 0.89 | FALSE |
80 | The Cancer Genome Atlas | Rectum Adenocarcinoma | LRRC37A2 | 0.32 | 0.24 | enet | 8 | 0.33 | 1.4e-08 | 6.1 | 5.4 | 7.6e-08 | 0.95 | 0.02 | 0.98 | FALSE |
81 | The Cancer Genome Atlas | Skin Cutaneous Melanoma | LRRC37A2 | 0.37 | 0.27 | enet | 15 | 0.34 | 5.2e-10 | 6.1 | 5.4 | 7.7e-08 | 0.92 | 0.01 | 0.99 | FALSE |
82 | The Cancer Genome Atlas | Stomach Adenocarcinoma | LRRC37A2 | 0.27 | 0.27 | lasso | 6 | 0.30 | 2.8e-22 | 6.1 | 5.5 | 2.9e-08 | 0.95 | 0.01 | 0.99 | FALSE |
83 | The Cancer Genome Atlas | Thyroid Carcinoma | LRRC37A2 | 0.44 | 0.46 | lasso | 10 | 0.50 | 4.3e-56 | 6.1 | 6.0 | 2.1e-09 | 0.98 | 0.01 | 0.99 | FALSE |
84 | The Cancer Genome Atlas | Thyroid Carcinoma | WNT3 | 0.05 | 0.05 | lasso | 3 | 0.06 | 2.7e-06 | 5.4 | 5.3 | 1.2e-07 | 0.89 | 0.12 | 0.87 | FALSE |
85 | The Cancer Genome Atlas | Uterine Corpus Endometrial Carcinoma | LRRC37A2 | 0.34 | 0.21 | blup | 48 | 0.29 | 9.1e-09 | 6.1 | 5.5 | 3.1e-08 | 0.89 | 0.02 | 0.98 | FALSE |