Best TWAS P=2.87e-19 · Best GWAS P=4.58e-19 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 | CommonMind | Brain Pre-frontal Cortex | PPP1CB | 0.12 | 0.08 | blup | 574 | 0.10 | 3.3e-12 | 6.0 | -5.7 | 9.7e-09 | 0.00 | 0.03 | 0.97 | FALSE |
2 | CommonMind | Brain Pre-frontal Cortex | TRMT61B | 0.26 | 0.35 | lasso | 4 | 0.35 | 1.2e-43 | 5.2 | 5.1 | 2.8e-07 | -0.01 | 0.93 | 0.07 | FALSE |
3 | GTEx | Adipose Visceral Omentum | TRMT61B | 0.31 | 0.33 | lasso | 13 | 0.31 | 1.1e-16 | 5.2 | 5.3 | 9.1e-08 | 0.00 | 0.34 | 0.66 | FALSE |
4 | GTEx | Adrenal Gland | TRMT61B | 0.30 | 0.27 | enet | 17 | 0.23 | 9.6e-09 | 5.2 | 5.1 | 2.9e-07 | 0.00 | 0.47 | 0.52 | FALSE |
5 | GTEx | Adrenal Gland | PPP1CB | 0.16 | 0.07 | lasso | 6 | 0.07 | 1.6e-03 | 5.2 | -5.7 | 1.5e-08 | 0.01 | 0.04 | 0.87 | FALSE |
6 | GTEx | Artery Coronary | TRMT61B | 0.21 | 0.16 | lasso | 3 | 0.17 | 2.8e-06 | 5.3 | 6.0 | 2.1e-09 | -0.01 | 0.05 | 0.94 | FALSE |
7 | GTEx | Artery Tibial | TRMT61B | 0.29 | 0.27 | lasso | 4 | 0.28 | 1.1e-21 | 5.0 | 5.2 | 2.5e-07 | -0.01 | 0.94 | 0.06 | FALSE |
8 | GTEx | Brain Caudate basal ganglia | TRMT61B | 0.22 | 0.01 | enet | 5 | 0.04 | 2.5e-02 | 5.3 | 5.7 | 1.1e-08 | 0.00 | 0.05 | 0.86 | FALSE |
9 | GTEx | Brain Frontal Cortex BA9 | PPP1CB | 0.27 | 0.14 | lasso | 5 | 0.12 | 4.3e-04 | 4.9 | -5.2 | 1.5e-07 | 0.02 | 0.22 | 0.24 | FALSE |
10 | GTEx | Brain Putamen basal ganglia | TRMT61B | 0.27 | 0.12 | enet | 11 | 0.20 | 1.3e-05 | 5.2 | 6.0 | 1.7e-09 | 0.01 | 0.02 | 0.97 | FALSE |
11 | GTEx | Breast Mammary Tissue | TRMT61B | 0.32 | 0.17 | lasso | 7 | 0.20 | 8.2e-11 | 5.2 | 5.3 | 1.2e-07 | 0.00 | 0.51 | 0.49 | FALSE |
12 | GTEx | Cells Transformed fibroblasts | TRMT61B | 0.36 | 0.46 | lasso | 6 | 0.46 | 2.8e-38 | 5.2 | 5.2 | 2.1e-07 | 0.00 | 0.92 | 0.08 | FALSE |
13 | GTEx | Colon Transverse | TRMT61B | 0.15 | 0.12 | lasso | 5 | 0.10 | 1.1e-05 | 5.1 | 5.1 | 3.0e-07 | -0.01 | 0.20 | 0.78 | FALSE |
14 | GTEx | Esophagus Mucosa | TRMT61B | 0.18 | 0.22 | lasso | 3 | 0.22 | 1.7e-14 | 5.2 | 5.2 | 1.5e-07 | 0.00 | 0.90 | 0.10 | FALSE |
15 | GTEx | Esophagus Muscularis | TRMT61B | 0.27 | 0.34 | lasso | 3 | 0.33 | 1.0e-20 | 5.2 | 5.2 | 1.7e-07 | 0.00 | 0.91 | 0.08 | FALSE |
16 | GTEx | Heart Atrial Appendage | TRMT61B | 0.38 | 0.27 | lasso | 4 | 0.24 | 5.5e-11 | 5.2 | 5.3 | 1.3e-07 | 0.00 | 0.24 | 0.76 | FALSE |
17 | GTEx | Heart Left Ventricle | TRMT61B | 0.21 | 0.17 | lasso | 3 | 0.15 | 1.9e-08 | 5.2 | 5.2 | 2.0e-07 | 0.00 | 0.57 | 0.43 | FALSE |
18 | GTEx | Lung | TRMT61B | 0.20 | 0.24 | lasso | 9 | 0.24 | 4.2e-18 | 5.2 | 5.3 | 8.6e-08 | -0.01 | 0.93 | 0.07 | FALSE |
19 | GTEx | Nerve Tibial | SLC35F6 | 0.10 | 0.02 | enet | 8 | 0.03 | 3.0e-03 | 4.5 | 5.5 | 3.2e-08 | 0.67 | 0.06 | 0.69 | FALSE |
20 | GTEx | Pancreas | TRMT61B | 0.17 | 0.14 | lasso | 2 | 0.12 | 7.5e-06 | -5.2 | 5.3 | 1.1e-07 | -0.03 | 0.50 | 0.44 | FALSE |
21 | GTEx | Skin Sun Exposed Lower leg | TRMT61B | 0.12 | 0.17 | lasso | 4 | 0.16 | 8.4e-13 | 5.0 | 5.2 | 1.7e-07 | -0.01 | 0.90 | 0.10 | FALSE |
22 | GTEx | Skin Sun Exposed Lower leg | SLC35F6 | 0.10 | 0.04 | lasso | 4 | 0.05 | 4.2e-05 | -5.6 | 6.2 | 5.5e-10 | 0.76 | 0.39 | 0.20 | FALSE |
23 | GTEx | Stomach | AC074117.10 | 0.06 | 0.01 | lasso | 7 | 0.01 | 7.8e-02 | 1.9 | 5.2 | 2.0e-07 | 0.06 | 0.18 | 0.10 | FALSE |
24 | GTEx | Thyroid | TRMT61B | 0.18 | 0.23 | lasso | 6 | 0.22 | 1.0e-16 | 5.2 | 5.2 | 2.0e-07 | 0.00 | 0.91 | 0.09 | FALSE |
25 | GTEx | Thyroid | PPP1CB | 0.07 | 0.00 | enet | 7 | 0.00 | 3.4e-01 | 5.3 | -5.5 | 3.1e-08 | 0.02 | 0.12 | 0.65 | FALSE |
26 | GTEx | Thyroid | AC097724.3 | 0.07 | 0.03 | lasso | 4 | 0.03 | 4.1e-03 | -5.3 | -5.1 | 3.0e-07 | 0.02 | 0.31 | 0.38 | FALSE |
27 | METSIM | Adipose | PPP1CB | 0.07 | 0.08 | lasso | 3 | 0.08 | 1.1e-11 | -5.3 | -5.2 | 2.3e-07 | 0.03 | 0.86 | 0.14 | FALSE |
28 | ROSMAP | Brain Pre-frontal Cortex | TRMT61B | 0.15 | 0.11 | lasso | 8 | 0.10 | 3.7e-13 | 5.2 | 5.2 | 1.6e-07 | -0.01 | 0.54 | 0.46 | FALSE |
29 | ROSMAP | Brain Pre-frontal Cortex | KCNK3 | 0.24 | 0.15 | lasso | 3 | 0.15 | 6.5e-19 | 8.9 | -9.0 | 2.9e-19 | -0.99 | 0.00 | 1.00 | TRUE |
30 | ROSMAP | Brain Pre-frontal Cortex | SLC35F6 | 0.05 | 0.04 | enet | 11 | 0.04 | 8.0e-06 | -5.6 | 6.4 | 1.4e-10 | 0.73 | 0.23 | 0.76 | FALSE |
31 | YFS | Blood | PPP1CB | 0.07 | 0.10 | enet | 17 | 0.12 | 9.2e-36 | -5.3 | -5.4 | 8.5e-08 | 0.01 | 0.84 | 0.16 | FALSE |
32 | The Cancer Genome Atlas | Bladder Urothelial Carcinoma | TRMT61B | 0.14 | 0.17 | lasso | 2 | 0.16 | 1.9e-13 | 5.2 | 5.2 | 1.5e-07 | 0.00 | 0.03 | 0.97 | FALSE |
33 | The Cancer Genome Atlas | Breast Invasive Carcinoma | PPP1CB | 0.04 | 0.02 | blup | 39 | 0.02 | 1.6e-04 | 6.0 | -5.5 | 4.7e-08 | 0.03 | 0.02 | 0.89 | FALSE |
34 | The Cancer Genome Atlas | Breast Invasive Carcinoma | TRMT61B | 0.10 | 0.17 | lasso | 2 | 0.17 | 1.2e-33 | 5.2 | 5.2 | 1.8e-07 | 0.00 | 0.03 | 0.97 | FALSE |
35 | The Cancer Genome Atlas | Colon Adenocarcinoma | PPP1CB | 0.05 | 0.02 | blup | 39 | 0.03 | 4.7e-03 | 6.5 | -6.4 | 1.8e-10 | 0.01 | 0.01 | 0.96 | TRUE |
36 | The Cancer Genome Atlas | Colon Adenocarcinoma | TRMT61B | 0.20 | 0.23 | lasso | 7 | 0.22 | 6.1e-13 | 5.3 | 5.2 | 2.5e-07 | 0.00 | 0.03 | 0.97 | FALSE |
37 | The Cancer Genome Atlas | Esophageal Carcinoma | C2orf18 | 0.20 | 0.02 | blup | 30 | 0.06 | 6.7e-03 | 4.9 | 6.2 | 5.7e-10 | 0.75 | 0.01 | 0.37 | FALSE |
38 | The Cancer Genome Atlas | Glioblastoma Multiforme | TRMT61B | 0.35 | 0.22 | lasso | 3 | 0.22 | 2.1e-07 | 5.3 | 5.4 | 5.2e-08 | -0.01 | 0.03 | 0.97 | FALSE |
39 | The Cancer Genome Atlas | Head and Neck Squamous Cell Carcinoma | TRMT61B | 0.12 | 0.15 | lasso | 4 | 0.16 | 1.7e-17 | 5.1 | 5.3 | 8.8e-08 | -0.01 | 0.03 | 0.97 | FALSE |
40 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | PPP1CB | 0.04 | 0.04 | lasso | 1 | 0.03 | 9.8e-05 | -5.3 | -5.3 | 1.1e-07 | 0.03 | 0.27 | 0.50 | FALSE |
41 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | SUPT7L | 0.05 | 0.02 | blup | 28 | 0.04 | 5.2e-05 | 5.0 | 5.7 | 1.1e-08 | 0.10 | 0.00 | 0.97 | FALSE |
42 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | TRMT61B | 0.17 | 0.29 | enet | 17 | 0.32 | 9.9e-37 | 5.3 | 5.2 | 2.1e-07 | -0.01 | 0.03 | 0.97 | FALSE |
43 | The Cancer Genome Atlas | Kidney Renal Papillary Cell Carcinoma | FNDC4 | 0.13 | 0.06 | lasso | 2 | 0.05 | 1.1e-03 | -5.5 | 5.8 | 6.2e-09 | 0.09 | 0.00 | 0.94 | TRUE |
44 | The Cancer Genome Atlas | Kidney Renal Papillary Cell Carcinoma | TRMT61B | 0.12 | 0.18 | lasso | 4 | 0.18 | 1.8e-10 | 5.2 | 5.4 | 6.1e-08 | -0.01 | 0.03 | 0.97 | FALSE |
45 | The Cancer Genome Atlas | Liver Hepatocellular Carcinoma | TRMT61B | 0.08 | 0.09 | lasso | 1 | 0.07 | 3.4e-04 | 5.2 | 5.2 | 2.3e-07 | 0.00 | 0.03 | 0.90 | FALSE |
46 | The Cancer Genome Atlas | Lung Squamous Cell Carcinoma | TRMT61B | 0.10 | 0.17 | lasso | 3 | 0.16 | 1.6e-17 | 5.2 | 5.2 | 2.6e-07 | -0.01 | 0.04 | 0.96 | FALSE |
47 | The Cancer Genome Atlas | Ovarian Serous Cystadenocarcinoma | TRMT61B | 0.14 | 0.14 | lasso | 6 | 0.13 | 3.7e-09 | 5.2 | 5.2 | 2.2e-07 | 0.00 | 0.03 | 0.96 | FALSE |
48 | The Cancer Genome Atlas | Pancreatic Adenocarcinoma | TRMT61B | 0.20 | 0.12 | enet | 12 | 0.18 | 3.2e-08 | 5.3 | 5.3 | 9.9e-08 | -0.02 | 0.02 | 0.98 | FALSE |
49 | The Cancer Genome Atlas | Pheochromocytoma and Paraganglioma | SPDYA | 0.05 | 0.03 | blup | 49 | 0.05 | 6.0e-03 | 4.9 | 5.8 | 5.1e-09 | -0.01 | 0.02 | 0.54 | FALSE |
50 | The Cancer Genome Atlas | Pheochromocytoma and Paraganglioma | TRMT61B | 0.30 | 0.30 | enet | 18 | 0.30 | 2.6e-12 | 5.2 | 5.4 | 6.0e-08 | -0.01 | 0.03 | 0.97 | FALSE |
51 | The Cancer Genome Atlas | Prostate Adenocarcinoma | CENPA | 0.04 | 0.00 | enet | 4 | 0.00 | 1.0e-01 | 4.5 | 5.2 | 2.4e-07 | 0.59 | 0.01 | 0.21 | FALSE |
52 | The Cancer Genome Atlas | Prostate Adenocarcinoma | PPP1CB | 0.09 | 0.13 | lasso | 4 | 0.12 | 9.7e-13 | 5.2 | -5.2 | 1.6e-07 | 0.01 | 0.90 | 0.10 | FALSE |
53 | The Cancer Genome Atlas | Prostate Adenocarcinoma | TRMT61B | 0.20 | 0.31 | lasso | 4 | 0.31 | 4.8e-33 | 5.2 | 5.2 | 2.1e-07 | -0.01 | 0.04 | 0.96 | FALSE |
54 | The Cancer Genome Atlas | Rectum Adenocarcinoma | PPP1CB | 0.14 | 0.05 | lasso | 2 | 0.05 | 2.8e-02 | 4.9 | -5.3 | 1.1e-07 | -0.01 | 0.01 | 0.48 | FALSE |
55 | The Cancer Genome Atlas | Soft Tissue Sarcoma | TRMT61B | 0.13 | 0.12 | enet | 14 | 0.13 | 2.7e-08 | 5.2 | 5.5 | 3.8e-08 | -0.03 | 0.03 | 0.97 | FALSE |
56 | The Cancer Genome Atlas | Stomach Adenocarcinoma | TRMT61B | 0.13 | 0.14 | enet | 11 | 0.15 | 5.5e-11 | 5.1 | 5.2 | 1.7e-07 | -0.01 | 0.03 | 0.96 | FALSE |
57 | The Cancer Genome Atlas | Thyroid Carcinoma | FNDC4 | 0.24 | 0.09 | enet | 9 | 0.17 | 1.9e-16 | 4.6 | 5.3 | 9.1e-08 | 0.04 | 0.12 | 0.86 | FALSE |
58 | The Cancer Genome Atlas | Thyroid Carcinoma | PPP1CB | 0.11 | 0.06 | lasso | 7 | 0.10 | 2.4e-10 | -5.3 | -5.2 | 2.1e-07 | 0.03 | 0.55 | 0.45 | FALSE |
59 | The Cancer Genome Atlas | Thyroid Carcinoma | TRMT61B | 0.29 | 0.37 | lasso | 4 | 0.38 | 1.5e-38 | 5.2 | 5.2 | 2.4e-07 | 0.00 | 0.04 | 0.96 | FALSE |
60 | The Cancer Genome Atlas | Uterine Corpus Endometrial Carcinoma | TRMT61B | 0.26 | 0.15 | lasso | 7 | 0.14 | 1.0e-04 | 5.3 | 5.3 | 1.4e-07 | -0.01 | 0.02 | 0.85 | FALSE |