Best TWAS P=2.94e-22 · Best GWAS P=2.39e-21 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 | 6.58 | -6.4 | 1.6e-10 | 0.01 | 0.06 | 0.94 | FALSE |
2 | CommonMind | Brain Pre-frontal Cortex | SLC4A1AP | 0.09 | 0.07 | lasso | 7 | 0.06 | 7.2e-08 | 6.03 | -5.4 | 6.5e-08 | -0.57 | 0.99 | 0.01 | FALSE |
3 | CommonMind | Brain Pre-frontal Cortex | SUPT7L | 0.03 | 0.02 | blup | 303 | 0.02 | 1.4e-03 | 5.83 | 6.2 | 5.8e-10 | 0.78 | 0.02 | 0.94 | FALSE |
4 | CommonMind | Brain Pre-frontal Cortex | TRMT61B | 0.26 | 0.35 | lasso | 4 | 0.35 | 1.2e-43 | 7.44 | 7.4 | 1.0e-13 | -0.05 | 0.03 | 0.97 | FALSE |
5 | GTEx | Adipose Subcutaneous | TRMT61B | 0.21 | 0.24 | lasso | 5 | 0.22 | 2.7e-18 | 7.50 | 7.6 | 3.2e-14 | -0.05 | 0.01 | 0.99 | FALSE |
6 | GTEx | Adipose Visceral Omentum | TRMT61B | 0.31 | 0.33 | lasso | 13 | 0.31 | 1.1e-16 | 7.50 | 7.6 | 2.8e-14 | -0.06 | 0.02 | 0.98 | FALSE |
7 | GTEx | Adrenal Gland | TRMT61B | 0.30 | 0.27 | enet | 17 | 0.23 | 9.6e-09 | 7.50 | 7.6 | 2.3e-14 | -0.06 | 0.01 | 0.99 | FALSE |
8 | GTEx | Adrenal Gland | PPP1CB | 0.16 | 0.07 | lasso | 6 | 0.07 | 1.6e-03 | 7.42 | -7.9 | 2.3e-15 | 0.06 | 0.03 | 0.92 | FALSE |
9 | GTEx | Artery Aorta | TRMT61B | 0.26 | 0.29 | enet | 16 | 0.29 | 4.0e-16 | 7.50 | 7.4 | 1.7e-13 | -0.05 | 0.02 | 0.98 | FALSE |
10 | GTEx | Artery Coronary | TRMT61B | 0.21 | 0.16 | lasso | 3 | 0.17 | 2.8e-06 | 7.66 | 8.0 | 9.1e-16 | -0.05 | 0.02 | 0.98 | FALSE |
11 | GTEx | Artery Tibial | TRMT61B | 0.29 | 0.27 | lasso | 4 | 0.28 | 1.1e-21 | 7.49 | 7.4 | 1.2e-13 | -0.04 | 0.02 | 0.98 | FALSE |
12 | GTEx | Brain Caudate basal ganglia | TRMT61B | 0.22 | 0.01 | enet | 5 | 0.04 | 2.5e-02 | 7.66 | 7.8 | 8.6e-15 | -0.05 | 0.02 | 0.94 | FALSE |
13 | GTEx | Brain Cerebellum | TRMT61B | 0.26 | 0.00 | lasso | 6 | 0.00 | 4.1e-01 | 6.75 | 5.4 | 5.1e-08 | -0.01 | 0.04 | 0.43 | FALSE |
14 | GTEx | Brain Frontal Cortex BA9 | TRMT61B | 0.39 | 0.24 | lasso | 8 | 0.17 | 3.5e-05 | 7.50 | 7.8 | 6.3e-15 | -0.07 | 0.02 | 0.97 | FALSE |
15 | GTEx | Brain Frontal Cortex BA9 | PPP1CB | 0.27 | 0.14 | lasso | 5 | 0.12 | 4.3e-04 | 7.14 | -7.8 | 8.7e-15 | 0.05 | 0.04 | 0.86 | FALSE |
16 | GTEx | Brain Putamen basal ganglia | TRMT61B | 0.27 | 0.12 | enet | 11 | 0.20 | 1.3e-05 | 7.50 | 7.5 | 7.1e-14 | -0.03 | 0.03 | 0.96 | FALSE |
17 | GTEx | Breast Mammary Tissue | TRMT61B | 0.32 | 0.17 | lasso | 7 | 0.20 | 8.2e-11 | 7.42 | 7.3 | 2.7e-13 | -0.04 | 0.02 | 0.98 | FALSE |
18 | GTEx | Breast Mammary Tissue (Female) | AC074117.10 | 0.06 | 0.01 | lasso | 2 | 0.04 | 2.7e-02 | 8.73 | 9.2 | 3.4e-20 | 0.81 | 0.03 | 0.25 | FALSE |
19 | GTEx | Cells EBV-transformed lymphocytes | TRMT61B | 0.40 | 0.28 | enet | 34 | 0.18 | 1.3e-06 | 7.50 | 7.0 | 2.5e-12 | -0.07 | 0.02 | 0.98 | FALSE |
20 | GTEx | Cells Transformed fibroblasts | PPM1G | 0.06 | 0.00 | lasso | 4 | 0.01 | 3.2e-02 | -1.21 | 5.5 | 2.9e-08 | 0.69 | 0.12 | 0.55 | FALSE |
21 | GTEx | Cells Transformed fibroblasts | TRMT61B | 0.36 | 0.46 | lasso | 6 | 0.46 | 2.8e-38 | 7.50 | 7.5 | 6.0e-14 | -0.05 | 0.02 | 0.98 | FALSE |
22 | GTEx | Colon Sigmoid | TRMT61B | 0.31 | 0.14 | lasso | 6 | 0.16 | 1.8e-06 | 6.75 | 7.5 | 8.8e-14 | -0.04 | 0.03 | 0.96 | FALSE |
23 | GTEx | Colon Transverse | TRMT61B | 0.15 | 0.12 | lasso | 5 | 0.10 | 1.1e-05 | 7.50 | 7.5 | 4.4e-14 | -0.05 | 0.01 | 0.99 | FALSE |
24 | GTEx | Esophagus Gastroesophageal Junction | TRMT61B | 0.41 | 0.33 | lasso | 10 | 0.31 | 8.2e-12 | 7.14 | 7.5 | 9.3e-14 | -0.04 | 0.02 | 0.98 | FALSE |
25 | GTEx | Esophagus Mucosa | TRMT61B | 0.18 | 0.22 | lasso | 3 | 0.22 | 1.7e-14 | 7.50 | 7.4 | 9.4e-14 | -0.05 | 0.02 | 0.98 | FALSE |
26 | GTEx | Esophagus Muscularis | TRMT61B | 0.27 | 0.34 | lasso | 3 | 0.33 | 1.0e-20 | 7.50 | 7.5 | 5.7e-14 | -0.05 | 0.02 | 0.98 | FALSE |
27 | GTEx | Heart Atrial Appendage | TRMT61B | 0.38 | 0.27 | lasso | 4 | 0.24 | 5.5e-11 | 7.50 | 7.5 | 4.9e-14 | -0.05 | 0.02 | 0.98 | FALSE |
28 | GTEx | Heart Left Ventricle | TRMT61B | 0.21 | 0.17 | lasso | 3 | 0.15 | 1.9e-08 | 7.50 | 7.5 | 6.4e-14 | -0.05 | 0.02 | 0.98 | FALSE |
29 | GTEx | Lung | TRMT61B | 0.20 | 0.24 | lasso | 9 | 0.24 | 4.2e-18 | 7.44 | 7.7 | 1.7e-14 | -0.05 | 0.03 | 0.97 | FALSE |
30 | GTEx | Muscle Skeletal | SLC4A1AP | 0.04 | 0.02 | lasso | 4 | 0.01 | 1.5e-02 | 5.60 | -6.6 | 4.6e-11 | -0.51 | 0.12 | 0.30 | FALSE |
31 | GTEx | Muscle Skeletal | TRMT61B | 0.16 | 0.14 | enet | 17 | 0.14 | 1.1e-13 | 7.42 | 7.3 | 4.1e-13 | -0.05 | 0.02 | 0.98 | FALSE |
32 | GTEx | Nerve Tibial | TRMT61B | 0.15 | 0.16 | lasso | 5 | 0.13 | 1.4e-09 | 7.14 | 7.2 | 5.2e-13 | -0.05 | 0.03 | 0.97 | FALSE |
33 | GTEx | Pancreas | TRMT61B | 0.17 | 0.14 | lasso | 2 | 0.12 | 7.5e-06 | -7.25 | 7.4 | 1.7e-13 | -0.06 | 0.04 | 0.96 | FALSE |
34 | GTEx | Pituitary | TRMT61B | 0.28 | 0.11 | enet | 28 | 0.10 | 1.9e-03 | 7.42 | 5.9 | 4.3e-09 | 0.01 | 0.03 | 0.93 | FALSE |
35 | GTEx | Skin Not Sun Exposed Suprapubic | TRMT61B | 0.20 | 0.13 | lasso | 5 | 0.12 | 7.3e-07 | 7.49 | 7.5 | 7.8e-14 | -0.05 | 0.02 | 0.98 | FALSE |
36 | GTEx | Skin Sun Exposed Lower leg | TRMT61B | 0.12 | 0.17 | lasso | 4 | 0.16 | 8.4e-13 | 7.49 | 7.6 | 2.9e-14 | -0.06 | 0.02 | 0.98 | FALSE |
37 | GTEx | Spleen | TRMT61B | 0.48 | 0.39 | lasso | 6 | 0.36 | 3.0e-10 | 7.14 | 7.4 | 1.3e-13 | -0.04 | 0.03 | 0.96 | FALSE |
38 | GTEx | Stomach | TRMT61B | 0.32 | 0.24 | lasso | 5 | 0.26 | 9.7e-13 | 7.49 | 7.0 | 2.2e-12 | -0.05 | 0.02 | 0.98 | FALSE |
39 | GTEx | Stomach | AC074117.10 | 0.06 | 0.01 | lasso | 7 | 0.01 | 7.8e-02 | -0.53 | 9.1 | 7.5e-20 | 0.79 | 0.17 | 0.22 | FALSE |
40 | GTEx | Testis | TRMT61B | 0.32 | 0.28 | lasso | 3 | 0.27 | 2.7e-12 | 7.50 | 7.5 | 7.8e-14 | -0.05 | 0.02 | 0.98 | FALSE |
41 | GTEx | Thyroid | FNDC4 | 0.24 | 0.10 | enet | 23 | 0.16 | 2.2e-12 | 8.07 | 8.2 | 2.1e-16 | 0.53 | 0.97 | 0.03 | FALSE |
42 | GTEx | Thyroid | TRMT61B | 0.18 | 0.23 | lasso | 6 | 0.22 | 1.0e-16 | 7.50 | 7.5 | 4.9e-14 | -0.05 | 0.02 | 0.98 | FALSE |
43 | GTEx | Thyroid | PPP1CB | 0.07 | 0.00 | enet | 7 | 0.00 | 3.4e-01 | 7.66 | -7.9 | 2.8e-15 | 0.06 | 0.02 | 0.94 | FALSE |
44 | GTEx | Thyroid | AC097724.3 | 0.07 | 0.03 | lasso | 4 | 0.03 | 4.1e-03 | -7.33 | -7.1 | 1.1e-12 | 0.04 | 0.04 | 0.91 | FALSE |
45 | METSIM | Adipose | PPP1CB | 0.07 | 0.08 | lasso | 3 | 0.08 | 1.1e-11 | -7.36 | -7.5 | 5.1e-14 | 0.05 | 0.05 | 0.95 | FALSE |
46 | METSIM | Adipose | TRMT61B | 0.06 | 0.08 | enet | 12 | 0.09 | 8.5e-13 | 7.66 | 6.6 | 5.0e-11 | -0.06 | 0.01 | 0.99 | FALSE |
47 | ROSMAP | Brain Pre-frontal Cortex | SLC4A1AP | 0.08 | 0.08 | lasso | 6 | 0.07 | 7.4e-10 | 6.17 | -6.7 | 2.7e-11 | -0.56 | 0.99 | 0.01 | FALSE |
48 | ROSMAP | Brain Pre-frontal Cortex | TRMT61B | 0.15 | 0.11 | lasso | 8 | 0.10 | 3.7e-13 | 7.52 | 7.6 | 2.7e-14 | -0.05 | 0.01 | 0.99 | FALSE |
49 | ROSMAP | Brain Pre-frontal Cortex | PPP1CB | 0.13 | 0.04 | lasso | 5 | 0.08 | 1.4e-10 | 6.58 | -5.2 | 1.5e-07 | 0.04 | 0.08 | 0.92 | FALSE |
50 | YFS | Blood | GPN1 | 0.04 | 0.04 | lasso | 2 | 0.03 | 2.7e-11 | 6.11 | -6.3 | 2.8e-10 | -0.59 | 1.00 | 0.00 | FALSE |
51 | YFS | Blood | MRPL33 | 0.02 | 0.01 | blup | 385 | 0.01 | 6.4e-05 | 8.37 | -6.6 | 4.7e-11 | -0.68 | 0.85 | 0.12 | FALSE |
52 | YFS | Blood | PPP1CB | 0.07 | 0.10 | enet | 17 | 0.12 | 9.2e-36 | -7.36 | -6.4 | 1.3e-10 | 0.01 | 0.05 | 0.95 | FALSE |
53 | The Cancer Genome Atlas | Bladder Urothelial Carcinoma | TRMT61B | 0.14 | 0.17 | lasso | 2 | 0.16 | 1.9e-13 | 7.50 | 7.6 | 3.2e-14 | -0.06 | 0.01 | 0.99 | FALSE |
54 | The Cancer Genome Atlas | Breast Invasive Carcinoma | PPP1CB | 0.04 | 0.02 | blup | 39 | 0.02 | 1.6e-04 | 6.58 | -5.9 | 3.0e-09 | 0.02 | 0.14 | 0.34 | FALSE |
55 | The Cancer Genome Atlas | Breast Invasive Carcinoma | SUPT7L | 0.01 | 0.01 | blup | 29 | 0.01 | 1.3e-02 | 3.96 | 7.5 | 6.1e-14 | 0.82 | 0.03 | 0.76 | FALSE |
56 | The Cancer Genome Atlas | Breast Invasive Carcinoma | TRMT61B | 0.10 | 0.17 | lasso | 2 | 0.17 | 1.2e-33 | 7.50 | 7.5 | 4.9e-14 | -0.05 | 0.01 | 0.99 | FALSE |
57 | The Cancer Genome Atlas | Cervical Squamous Cell Carcinoma | CGREF1 | 0.11 | 0.03 | blup | 37 | 0.02 | 2.6e-02 | 2.85 | 5.3 | 1.0e-07 | 0.33 | 0.00 | 0.04 | FALSE |
58 | The Cancer Genome Atlas | Cervical Squamous Cell Carcinoma | SUPT7L | 0.06 | 0.03 | blup | 29 | 0.05 | 2.0e-03 | 9.26 | 8.6 | 5.6e-18 | 0.92 | 0.01 | 0.84 | FALSE |
59 | The Cancer Genome Atlas | Cervical Squamous Cell Carcinoma | TRMT61B | 0.14 | 0.16 | blup | 43 | 0.16 | 2.4e-08 | 7.44 | 7.1 | 1.7e-12 | -0.06 | 0.02 | 0.98 | FALSE |
60 | The Cancer Genome Atlas | Colon Adenocarcinoma | PPP1CB | 0.05 | 0.02 | blup | 39 | 0.03 | 4.7e-03 | 7.22 | -8.0 | 9.3e-16 | 0.05 | 0.04 | 0.82 | FALSE |
61 | The Cancer Genome Atlas | Colon Adenocarcinoma | TRMT61B | 0.20 | 0.23 | lasso | 7 | 0.22 | 6.1e-13 | 7.66 | 7.5 | 5.8e-14 | -0.07 | 0.01 | 0.99 | FALSE |
62 | The Cancer Genome Atlas | Glioblastoma Multiforme | TRMT61B | 0.35 | 0.22 | lasso | 3 | 0.22 | 2.1e-07 | 7.66 | 7.8 | 5.6e-15 | -0.06 | 0.01 | 0.98 | FALSE |
63 | The Cancer Genome Atlas | Head and Neck Squamous Cell Carcinoma | TRMT61B | 0.12 | 0.15 | lasso | 4 | 0.16 | 1.7e-17 | 7.50 | 7.8 | 4.8e-15 | -0.05 | 0.02 | 0.98 | FALSE |
64 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | PPP1CB | 0.04 | 0.04 | lasso | 1 | 0.03 | 9.8e-05 | -7.38 | -7.4 | 1.6e-13 | 0.04 | 0.04 | 0.93 | FALSE |
65 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | SUPT7L | 0.05 | 0.02 | blup | 28 | 0.04 | 5.2e-05 | 9.41 | 9.7 | 2.9e-22 | 0.96 | 0.00 | 0.98 | TRUE |
66 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | TRMT61B | 0.17 | 0.29 | enet | 17 | 0.32 | 9.9e-37 | 7.66 | 7.7 | 1.1e-14 | -0.06 | 0.01 | 0.99 | FALSE |
67 | The Cancer Genome Atlas | Kidney Renal Papillary Cell Carcinoma | FNDC4 | 0.13 | 0.06 | lasso | 2 | 0.05 | 1.1e-03 | -6.23 | 7.1 | 1.2e-12 | 0.34 | 0.04 | 0.26 | FALSE |
68 | The Cancer Genome Atlas | Kidney Renal Papillary Cell Carcinoma | SUPT7L | 0.05 | 0.05 | enet | 3 | 0.04 | 2.4e-03 | 6.11 | 5.9 | 2.8e-09 | 0.58 | 0.11 | 0.30 | FALSE |
69 | The Cancer Genome Atlas | Kidney Renal Papillary Cell Carcinoma | TRMT61B | 0.12 | 0.18 | lasso | 4 | 0.18 | 1.8e-10 | 7.52 | 7.8 | 7.2e-15 | -0.06 | 0.01 | 0.99 | FALSE |
70 | The Cancer Genome Atlas | Brain Lower Grade Glioma | PPP1CB | 0.03 | 0.03 | lasso | 4 | 0.03 | 5.6e-04 | 7.50 | -7.5 | 5.9e-14 | 0.05 | 0.01 | 0.90 | FALSE |
71 | The Cancer Genome Atlas | Brain Lower Grade Glioma | SUPT7L | 0.03 | 0.04 | blup | 29 | 0.03 | 7.2e-05 | 5.83 | 7.8 | 8.7e-15 | 0.77 | 0.08 | 0.83 | FALSE |
72 | The Cancer Genome Atlas | Brain Lower Grade Glioma | TRMT61B | 0.24 | 0.38 | enet | 16 | 0.38 | 8.3e-46 | 7.52 | 7.4 | 1.3e-13 | -0.05 | 0.01 | 0.99 | FALSE |
73 | The Cancer Genome Atlas | Liver Hepatocellular Carcinoma | TRMT61B | 0.08 | 0.09 | lasso | 1 | 0.07 | 3.4e-04 | 7.52 | 7.5 | 5.6e-14 | -0.05 | 0.01 | 0.95 | FALSE |
74 | The Cancer Genome Atlas | Lung Adenocarcinoma | TRMT61B | 0.09 | 0.11 | blup | 43 | 0.11 | 1.5e-12 | 7.44 | 7.5 | 6.2e-14 | -0.06 | 0.01 | 0.99 | FALSE |
75 | The Cancer Genome Atlas | Lung Squamous Cell Carcinoma | TRMT61B | 0.10 | 0.17 | lasso | 3 | 0.16 | 1.6e-17 | 7.44 | 7.4 | 1.0e-13 | -0.05 | 0.02 | 0.98 | FALSE |
76 | The Cancer Genome Atlas | Ovarian Serous Cystadenocarcinoma | TRMT61B | 0.14 | 0.14 | lasso | 6 | 0.13 | 3.7e-09 | 7.44 | 7.5 | 8.8e-14 | -0.05 | 0.02 | 0.98 | FALSE |
77 | The Cancer Genome Atlas | Pancreatic Adenocarcinoma | TRMT61B | 0.20 | 0.12 | enet | 12 | 0.18 | 3.2e-08 | 7.66 | 6.7 | 1.7e-11 | -0.03 | 0.02 | 0.98 | FALSE |
78 | The Cancer Genome Atlas | Pheochromocytoma and Paraganglioma | SPDYA | 0.05 | 0.03 | blup | 49 | 0.05 | 6.0e-03 | 7.14 | 7.9 | 4.0e-15 | -0.05 | 0.02 | 0.67 | FALSE |
79 | The Cancer Genome Atlas | Pheochromocytoma and Paraganglioma | TRMT61B | 0.30 | 0.30 | enet | 18 | 0.30 | 2.6e-12 | 7.50 | 7.5 | 5.0e-14 | -0.04 | 0.01 | 0.99 | FALSE |
80 | The Cancer Genome Atlas | Prostate Adenocarcinoma | PPP1CB | 0.09 | 0.13 | lasso | 4 | 0.12 | 9.7e-13 | 7.50 | -7.6 | 3.3e-14 | 0.05 | 0.01 | 0.99 | FALSE |
81 | The Cancer Genome Atlas | Prostate Adenocarcinoma | TRMT61B | 0.20 | 0.31 | lasso | 4 | 0.31 | 4.8e-33 | 7.42 | 7.4 | 1.0e-13 | -0.05 | 0.02 | 0.98 | FALSE |
82 | The Cancer Genome Atlas | Rectum Adenocarcinoma | PPP1CB | 0.14 | 0.05 | lasso | 2 | 0.05 | 2.8e-02 | 7.14 | -6.9 | 6.2e-12 | 0.03 | 0.01 | 0.36 | FALSE |
83 | The Cancer Genome Atlas | Soft Tissue Sarcoma | TRMT61B | 0.13 | 0.12 | enet | 14 | 0.13 | 2.7e-08 | 7.44 | 8.1 | 6.2e-16 | -0.06 | 0.02 | 0.98 | TRUE |
84 | The Cancer Genome Atlas | Stomach Adenocarcinoma | TRMT61B | 0.13 | 0.14 | enet | 11 | 0.15 | 5.5e-11 | 7.50 | 7.0 | 3.3e-12 | -0.03 | 0.01 | 0.99 | FALSE |
85 | The Cancer Genome Atlas | Thyroid Carcinoma | FNDC4 | 0.24 | 0.09 | enet | 9 | 0.17 | 1.9e-16 | 8.63 | 7.9 | 2.0e-15 | 0.49 | 0.00 | 1.00 | FALSE |
86 | The Cancer Genome Atlas | Thyroid Carcinoma | GCKR | 0.18 | 0.08 | enet | 5 | 0.13 | 1.7e-12 | 8.07 | 6.9 | 6.5e-12 | 0.40 | 0.00 | 1.00 | FALSE |
87 | The Cancer Genome Atlas | Thyroid Carcinoma | IFT172 | 0.08 | 0.01 | blup | 43 | 0.02 | 6.1e-03 | 7.92 | 9.1 | 5.7e-20 | 0.61 | 0.00 | 0.85 | TRUE |
88 | The Cancer Genome Atlas | Thyroid Carcinoma | PPP1CB | 0.11 | 0.06 | lasso | 7 | 0.10 | 2.4e-10 | -7.39 | -7.4 | 1.4e-13 | 0.07 | 0.04 | 0.96 | FALSE |
89 | The Cancer Genome Atlas | Thyroid Carcinoma | TRMT61B | 0.29 | 0.37 | lasso | 4 | 0.38 | 1.5e-38 | 7.50 | 7.6 | 3.4e-14 | -0.05 | 0.01 | 0.99 | FALSE |
90 | The Cancer Genome Atlas | Uterine Corpus Endometrial Carcinoma | TRMT61B | 0.26 | 0.15 | lasso | 7 | 0.14 | 1.0e-04 | 7.66 | 7.6 | 2.2e-14 | -0.06 | 0.01 | 0.92 | FALSE |