Best TWAS P=2.65e-16 · Best GWAS P=3.21e-21 conditioned to 0
# | 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 | ADK | 0.03 | 0.03 | lasso | 3 | 0.04 | 2.6e-05 | 6.2 | 5.3 | 1.4e-07 | -0.09 | 0.68 | 0.15 | TRUE |
2 | CommonMind | Brain Pre-frontal Cortex | FAM149B1 | 0.03 | 0.03 | blup | 222 | 0.03 | 4.0e-05 | -5.3 | -5.4 | 5.4e-08 | 0.02 | 0.12 | 0.88 | FALSE |
3 | CommonMind | Brain Pre-frontal Cortex | TTC18 | 0.07 | 0.04 | enet | 34 | 0.06 | 4.3e-08 | -5.3 | 5.6 | 2.7e-08 | -0.02 | 1.00 | 0.00 | FALSE |
4 | GTEx | Adipose Subcutaneous | FAM149B1 | 0.10 | 0.06 | lasso | 5 | 0.06 | 6.3e-06 | -5.5 | -5.3 | 1.4e-07 | 0.02 | 0.07 | 0.92 | FALSE |
5 | GTEx | Adipose Subcutaneous | C10orf11 | 0.24 | 0.21 | lasso | 9 | 0.20 | 3.3e-16 | -5.2 | 5.1 | 2.9e-07 | 0.00 | 1.00 | 0.00 | FALSE |
6 | GTEx | Adipose Subcutaneous | NUDT13 | 0.33 | 0.21 | lasso | 21 | 0.25 | 2.5e-20 | -4.7 | 5.2 | 2.3e-07 | -0.03 | 0.19 | 0.81 | FALSE |
7 | GTEx | Adipose Visceral Omentum | FAM149B1 | 0.15 | 0.11 | lasso | 6 | 0.11 | 3.2e-06 | -5.5 | -5.5 | 2.9e-08 | 0.03 | 0.07 | 0.92 | FALSE |
8 | GTEx | Artery Aorta | ECD | 0.06 | 0.06 | lasso | 5 | 0.05 | 8.5e-04 | -5.5 | 5.3 | 1.0e-07 | -0.04 | 0.06 | 0.92 | FALSE |
9 | GTEx | Artery Aorta | TTC18 | 0.15 | 0.12 | enet | 12 | 0.14 | 5.0e-08 | -4.4 | 5.4 | 6.9e-08 | -0.03 | 0.94 | 0.04 | FALSE |
10 | GTEx | Artery Aorta | NUDT13 | 0.28 | 0.34 | lasso | 7 | 0.34 | 8.8e-20 | -5.5 | 5.5 | 3.8e-08 | -0.04 | 0.03 | 0.97 | FALSE |
11 | GTEx | Brain Caudate basal ganglia | C10orf11 | 0.35 | 0.27 | lasso | 4 | 0.25 | 9.8e-08 | 7.5 | -7.6 | 2.7e-14 | 0.69 | 0.71 | 0.23 | FALSE |
12 | GTEx | Brain Caudate basal ganglia | NUDT13 | 0.15 | 0.17 | lasso | 19 | 0.18 | 7.4e-06 | -5.5 | 5.1 | 2.8e-07 | -0.02 | 0.06 | 0.90 | FALSE |
13 | GTEx | Brain Cerebellar Hemisphere | DNAJC9 | 0.16 | 0.07 | lasso | 5 | 0.08 | 3.8e-03 | -5.5 | -5.4 | 6.6e-08 | 0.03 | 0.07 | 0.63 | FALSE |
14 | GTEx | Brain Cerebellum | RP11-152N13.5 | 0.09 | 0.07 | lasso | 17 | 0.03 | 4.1e-02 | -5.3 | 5.3 | 9.3e-08 | -0.04 | 0.07 | 0.66 | FALSE |
15 | GTEx | Brain Cortex | C10orf11 | 0.32 | 0.15 | lasso | 8 | 0.21 | 1.4e-06 | 7.7 | -8.2 | 2.7e-16 | 0.77 | 0.35 | 0.60 | TRUE |
16 | GTEx | Brain Frontal Cortex BA9 | C10orf11 | 0.33 | 0.18 | enet | 11 | 0.19 | 9.3e-06 | 7.5 | -7.8 | 5.4e-15 | 0.70 | 0.50 | 0.33 | FALSE |
17 | GTEx | Brain Hippocampus | NUDT13 | 0.20 | 0.15 | lasso | 14 | 0.12 | 7.8e-04 | -5.5 | 5.2 | 1.6e-07 | -0.03 | 0.08 | 0.80 | FALSE |
18 | GTEx | Breast Mammary Tissue | FAM149B1 | 0.16 | 0.14 | lasso | 10 | 0.18 | 1.6e-09 | -5.5 | -5.3 | 8.9e-08 | 0.04 | 0.09 | 0.91 | FALSE |
19 | GTEx | Breast Mammary Tissue | NUDT13 | 0.23 | 0.25 | enet | 43 | 0.26 | 7.7e-14 | -5.2 | 5.5 | 4.4e-08 | -0.03 | 0.11 | 0.89 | FALSE |
20 | GTEx | Breast Mammary Tissue (Male) | FAM149B1 | 0.21 | 0.11 | lasso | 12 | 0.09 | 3.3e-03 | -5.5 | -5.2 | 1.6e-07 | 0.04 | 0.06 | 0.61 | TRUE |
21 | GTEx | Cells EBV-transformed lymphocytes | NUDT13 | 0.34 | 0.29 | lasso | 14 | 0.29 | 5.8e-10 | -5.5 | 5.5 | 3.5e-08 | -0.04 | 0.07 | 0.93 | FALSE |
22 | GTEx | Cells Transformed fibroblasts | FAM149B1 | 0.22 | 0.08 | lasso | 4 | 0.05 | 7.6e-05 | -5.5 | -5.2 | 2.3e-07 | 0.04 | 0.06 | 0.92 | FALSE |
23 | GTEx | Cells Transformed fibroblasts | CAMK2G | 0.06 | 0.04 | enet | 10 | 0.06 | 2.2e-05 | 5.4 | 6.7 | 2.8e-11 | -0.03 | 0.46 | 0.35 | TRUE |
24 | GTEx | Colon Sigmoid | TTC18 | 0.09 | 0.06 | lasso | 14 | 0.07 | 1.6e-03 | -5.3 | 5.4 | 7.2e-08 | -0.02 | 0.48 | 0.17 | FALSE |
25 | GTEx | Colon Sigmoid | NUDT13 | 0.23 | 0.32 | lasso | 21 | 0.32 | 4.1e-12 | -5.2 | 5.4 | 7.8e-08 | -0.04 | 0.10 | 0.90 | FALSE |
26 | GTEx | Colon Transverse | NUDT13 | 0.43 | 0.29 | enet | 30 | 0.32 | 8.1e-16 | -5.5 | 5.6 | 2.5e-08 | -0.03 | 0.03 | 0.97 | FALSE |
27 | GTEx | Colon Transverse | RP11-152N13.16 | 0.08 | 0.06 | enet | 9 | 0.07 | 4.7e-04 | -5.5 | 5.2 | 2.6e-07 | -0.03 | 0.07 | 0.77 | FALSE |
28 | GTEx | Esophagus Mucosa | TTC18 | 0.15 | 0.13 | enet | 10 | 0.14 | 2.1e-09 | -4.3 | 5.8 | 6.3e-09 | -0.03 | 1.00 | 0.00 | FALSE |
29 | GTEx | Esophagus Mucosa | NUDT13 | 0.27 | 0.22 | enet | 48 | 0.25 | 1.7e-16 | -5.5 | 5.3 | 1.2e-07 | -0.03 | 0.03 | 0.97 | FALSE |
30 | GTEx | Esophagus Muscularis | VCL | 0.05 | 0.00 | lasso | 3 | 0.00 | 6.8e-01 | 6.4 | 6.4 | 1.7e-10 | -0.06 | 0.08 | 0.24 | TRUE |
31 | GTEx | Esophagus Muscularis | FAM149B1 | 0.23 | 0.00 | lasso | 10 | 0.00 | 2.7e-01 | -5.3 | -6.1 | 1.4e-09 | 0.03 | 0.03 | 0.25 | TRUE |
32 | GTEx | Esophagus Muscularis | RP11-152N13.5 | 0.05 | 0.00 | lasso | 9 | 0.00 | 2.4e-01 | -5.3 | 5.3 | 1.0e-07 | -0.03 | 0.06 | 0.49 | FALSE |
33 | GTEx | Lung | FAM149B1 | 0.04 | 0.03 | lasso | 7 | 0.03 | 2.2e-03 | -5.3 | -5.3 | 1.0e-07 | 0.04 | 0.10 | 0.82 | FALSE |
34 | GTEx | Lung | ADK | 0.15 | 0.17 | lasso | 5 | 0.17 | 4.8e-13 | 6.3 | -6.4 | 1.7e-10 | 0.08 | 0.92 | 0.08 | FALSE |
35 | GTEx | Lung | NUDT13 | 0.20 | 0.18 | enet | 31 | 0.22 | 5.7e-17 | -4.4 | 5.1 | 3.0e-07 | -0.03 | 0.25 | 0.75 | FALSE |
36 | GTEx | Muscle Skeletal | FAM149B1 | 0.12 | 0.05 | lasso | 3 | 0.06 | 2.4e-06 | -5.4 | -5.6 | 2.5e-08 | 0.04 | 0.07 | 0.93 | FALSE |
37 | GTEx | Muscle Skeletal | C10orf11 | 0.11 | 0.13 | lasso | 3 | 0.12 | 5.1e-12 | 7.7 | -8.0 | 1.4e-15 | 0.73 | 1.00 | 0.00 | FALSE |
38 | GTEx | Muscle Skeletal | NUDT13 | 0.04 | 0.04 | lasso | 5 | 0.02 | 3.3e-03 | -5.2 | 5.3 | 9.4e-08 | -0.03 | 0.09 | 0.90 | FALSE |
39 | GTEx | Nerve Tibial | FAM149B1 | 0.06 | 0.03 | lasso | 3 | 0.02 | 7.6e-03 | -5.4 | -6.2 | 7.6e-10 | 0.01 | 0.07 | 0.76 | FALSE |
40 | GTEx | Nerve Tibial | USP54 | 0.14 | 0.06 | lasso | 4 | 0.05 | 9.5e-05 | -4.4 | 5.5 | 3.3e-08 | -0.05 | 0.72 | 0.08 | FALSE |
41 | GTEx | Ovary | NUDT13 | 0.26 | 0.08 | lasso | 5 | 0.15 | 1.5e-04 | -5.5 | 5.4 | 8.0e-08 | -0.04 | 0.07 | 0.89 | FALSE |
42 | GTEx | Pancreas | NUDT13 | 0.14 | 0.18 | lasso | 3 | 0.20 | 6.0e-09 | -4.6 | 5.2 | 2.3e-07 | -0.03 | 0.14 | 0.86 | FALSE |
43 | GTEx | Prostate | RP11-574K11.5 | 0.29 | 0.02 | enet | 43 | 0.00 | 2.4e-01 | 4.5 | -5.8 | 5.1e-09 | 0.03 | 0.04 | 0.08 | FALSE |
44 | GTEx | Skin Not Sun Exposed Suprapubic | NUDT13 | 0.18 | 0.16 | lasso | 12 | 0.19 | 9.2e-11 | -5.5 | 5.3 | 9.3e-08 | -0.03 | 0.04 | 0.96 | FALSE |
45 | GTEx | Skin Sun Exposed Lower leg | FAM149B1 | 0.03 | 0.03 | lasso | 8 | 0.02 | 1.1e-02 | -5.4 | -5.5 | 4.9e-08 | 0.03 | 0.06 | 0.83 | FALSE |
46 | GTEx | Skin Sun Exposed Lower leg | NUDT13 | 0.28 | 0.25 | enet | 58 | 0.29 | 6.0e-24 | -5.2 | 5.2 | 2.0e-07 | -0.03 | 0.11 | 0.89 | FALSE |
47 | GTEx | Spleen | NUDT13 | 0.21 | 0.22 | lasso | 15 | 0.24 | 1.0e-06 | -5.5 | 5.5 | 3.7e-08 | -0.04 | 0.07 | 0.92 | FALSE |
48 | GTEx | Spleen | MRPS16 | 0.50 | -0.01 | lasso | 6 | 0.02 | 1.1e-01 | 3.0 | 5.7 | 1.4e-08 | -0.01 | 0.02 | 0.09 | FALSE |
49 | GTEx | Stomach | FAM149B1 | 0.12 | 0.08 | lasso | 3 | 0.05 | 1.3e-03 | -5.2 | -5.3 | 1.1e-07 | 0.03 | 0.09 | 0.90 | FALSE |
50 | GTEx | Stomach | RP11-152N13.16 | 0.08 | 0.02 | lasso | 7 | 0.02 | 4.3e-02 | -5.2 | 5.5 | 2.8e-08 | -0.03 | 0.08 | 0.85 | FALSE |
51 | GTEx | Testis | NUDT13 | 0.15 | 0.26 | lasso | 4 | 0.26 | 1.1e-11 | -5.2 | 5.4 | 5.7e-08 | -0.03 | 0.08 | 0.92 | FALSE |
52 | GTEx | Testis | MRPS16 | 0.14 | 0.06 | enet | 38 | 0.04 | 1.1e-02 | -5.2 | 5.9 | 3.1e-09 | -0.03 | 0.08 | 0.75 | FALSE |
53 | GTEx | Testis | RP11-152N13.5 | 0.31 | 0.04 | lasso | 12 | 0.06 | 8.2e-04 | 3.0 | -6.0 | 1.5e-09 | 0.01 | 0.05 | 0.77 | FALSE |
54 | GTEx | Thyroid | FAM149B1 | 0.04 | 0.03 | lasso | 3 | 0.03 | 4.2e-03 | -5.2 | -5.5 | 3.8e-08 | 0.03 | 0.09 | 0.88 | FALSE |
55 | GTEx | Thyroid | C10orf11 | 0.38 | 0.21 | lasso | 9 | 0.25 | 6.7e-19 | -4.9 | 5.3 | 9.6e-08 | 0.01 | 1.00 | 0.00 | TRUE |
56 | GTEx | Thyroid | ADK | 0.10 | 0.05 | lasso | 3 | 0.05 | 1.6e-04 | 6.4 | -6.4 | 1.5e-10 | 0.07 | 0.62 | 0.07 | TRUE |
57 | METSIM | Adipose | TTC18 | 0.04 | 0.02 | blup | 253 | 0.04 | 4.3e-07 | -5.5 | 6.2 | 6.8e-10 | -0.04 | 1.00 | 0.00 | TRUE |
58 | ROSMAP | Brain Pre-frontal Cortex | C10orf11 | 0.20 | 0.23 | lasso | 4 | 0.23 | 1.1e-29 | 7.7 | -7.2 | 7.4e-13 | 0.69 | 1.00 | 0.00 | FALSE |
59 | YFS | Blood | CAMK2G | 0.01 | 0.00 | blup | 239 | 0.00 | 5.7e-02 | 4.1 | -5.3 | 9.6e-08 | 0.09 | 0.26 | 0.01 | TRUE |
60 | YFS | Blood | NDST2 | 0.10 | 0.09 | lasso | 14 | 0.10 | 5.0e-30 | 5.5 | -5.8 | 8.3e-09 | 0.03 | 1.00 | 0.00 | FALSE |
61 | The Cancer Genome Atlas | Bladder Urothelial Carcinoma | BMS1P4 | 0.05 | 0.01 | enet | 4 | 0.02 | 8.4e-03 | 5.3 | -5.2 | 2.3e-07 | 0.02 | 0.00 | 0.88 | FALSE |
62 | The Cancer Genome Atlas | Breast Invasive Carcinoma | CHCHD1 | 0.02 | 0.01 | lasso | 2 | 0.01 | 2.5e-03 | 5.2 | 5.2 | 1.8e-07 | -0.04 | 0.12 | 0.10 | FALSE |
63 | The Cancer Genome Atlas | Breast Invasive Carcinoma | SEC24C | 0.04 | 0.02 | blup | 29 | 0.03 | 2.6e-06 | 5.2 | 6.5 | 5.8e-11 | -0.02 | 0.01 | 0.98 | TRUE |
64 | The Cancer Genome Atlas | Colon Adenocarcinoma | FAM149B1 | 0.09 | 0.08 | blup | 45 | 0.05 | 5.2e-04 | -5.3 | -5.3 | 9.3e-08 | 0.02 | 0.03 | 0.94 | FALSE |
65 | The Cancer Genome Atlas | Colon Adenocarcinoma | NUDT13 | 0.19 | 0.05 | lasso | 3 | 0.07 | 8.6e-05 | -5.5 | 5.5 | 5.1e-08 | -0.03 | 0.02 | 0.97 | FALSE |
66 | The Cancer Genome Atlas | Head and Neck Squamous Cell Carcinoma | NUDT13 | 0.08 | 0.11 | lasso | 7 | 0.13 | 1.4e-14 | -5.5 | 5.2 | 1.9e-07 | -0.03 | 0.02 | 0.98 | FALSE |
67 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | FAM149B1 | 0.02 | 0.01 | blup | 46 | 0.02 | 3.6e-03 | -5.4 | -5.4 | 6.6e-08 | 0.02 | 0.02 | 0.73 | FALSE |
68 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | NUDT13 | 0.17 | 0.25 | blup | 34 | 0.26 | 3.3e-29 | -5.4 | 5.3 | 8.7e-08 | -0.02 | 0.02 | 0.98 | FALSE |
69 | The Cancer Genome Atlas | Kidney Renal Papillary Cell Carcinoma | FAM149B1 | 0.25 | 0.06 | lasso | 4 | 0.03 | 5.2e-03 | -5.3 | -5.1 | 2.7e-07 | 0.03 | 0.02 | 0.84 | FALSE |
70 | The Cancer Genome Atlas | Kidney Renal Papillary Cell Carcinoma | SEC24C | 0.07 | 0.07 | blup | 29 | 0.07 | 9.4e-05 | -4.9 | 5.5 | 3.0e-08 | 0.00 | 0.09 | 0.70 | FALSE |
71 | The Cancer Genome Atlas | Brain Lower Grade Glioma | FAM149B1 | 0.04 | 0.04 | enet | 6 | 0.04 | 5.8e-05 | -5.3 | -5.3 | 1.2e-07 | 0.03 | 0.02 | 0.97 | FALSE |
72 | The Cancer Genome Atlas | Liver Hepatocellular Carcinoma | NUDT13 | 0.23 | 0.12 | lasso | 2 | 0.11 | 1.0e-05 | -5.4 | 5.4 | 8.0e-08 | -0.03 | 0.01 | 0.98 | FALSE |
73 | The Cancer Genome Atlas | Lung Adenocarcinoma | ADK | 0.05 | 0.06 | enet | 16 | 0.07 | 7.3e-09 | 6.4 | -6.3 | 3.0e-10 | 0.06 | 0.06 | 0.94 | TRUE |
74 | The Cancer Genome Atlas | Lung Adenocarcinoma | SEC24C | 0.02 | 0.01 | enet | 4 | 0.01 | 8.5e-03 | -4.8 | 6.1 | 8.8e-10 | 0.00 | 0.04 | 0.33 | TRUE |
75 | The Cancer Genome Atlas | Lung Squamous Cell Carcinoma | NUDT13 | 0.13 | 0.18 | blup | 34 | 0.20 | 7.1e-22 | -4.7 | 5.3 | 1.2e-07 | -0.01 | 0.05 | 0.94 | FALSE |
76 | The Cancer Genome Atlas | Pancreatic Adenocarcinoma | FAM149B1 | 0.04 | 0.03 | blup | 45 | 0.03 | 2.1e-02 | -5.4 | -5.3 | 1.3e-07 | 0.02 | 0.02 | 0.58 | FALSE |
77 | The Cancer Genome Atlas | Pancreatic Adenocarcinoma | NUDT13 | 0.35 | 0.20 | blup | 33 | 0.28 | 4.9e-12 | -5.4 | 5.2 | 1.8e-07 | -0.02 | 0.03 | 0.97 | FALSE |
78 | The Cancer Genome Atlas | Pheochromocytoma and Paraganglioma | FAM149B1 | 0.11 | 0.06 | blup | 46 | 0.09 | 2.1e-04 | -5.3 | -5.2 | 1.7e-07 | 0.02 | 0.04 | 0.84 | FALSE |
79 | The Cancer Genome Atlas | Pheochromocytoma and Paraganglioma | NUDT13 | 0.16 | 0.07 | enet | 9 | 0.06 | 1.8e-03 | -5.4 | 6.3 | 2.2e-10 | 0.02 | 0.02 | 0.89 | TRUE |
80 | The Cancer Genome Atlas | Pheochromocytoma and Paraganglioma | TTC18 | 0.43 | 0.07 | lasso | 12 | 0.07 | 9.0e-04 | -5.2 | 5.2 | 2.2e-07 | -0.03 | 0.04 | 0.91 | TRUE |
81 | The Cancer Genome Atlas | Prostate Adenocarcinoma | NDST2 | 0.03 | 0.02 | blup | 37 | 0.02 | 3.3e-03 | -7.4 | -6.6 | 4.4e-11 | 0.00 | 0.03 | 0.90 | FALSE |
82 | The Cancer Genome Atlas | Prostate Adenocarcinoma | TTC18 | 0.05 | 0.05 | blup | 54 | 0.05 | 4.7e-06 | -5.3 | 5.3 | 1.4e-07 | -0.03 | 0.05 | 0.95 | FALSE |
83 | The Cancer Genome Atlas | Testicular Germ Cell Tumors | NUDT13 | 0.29 | 0.29 | lasso | 4 | 0.30 | 3.5e-11 | -5.5 | 5.5 | 4.0e-08 | -0.03 | 0.01 | 0.99 | FALSE |
84 | The Cancer Genome Atlas | Thyroid Carcinoma | ADK | 0.10 | 0.16 | lasso | 6 | 0.15 | 3.7e-14 | 6.2 | -6.3 | 3.9e-10 | 0.07 | 0.04 | 0.96 | FALSE |
85 | The Cancer Genome Atlas | Thyroid Carcinoma | FAM149B1 | 0.32 | 0.11 | lasso | 1 | 0.10 | 3.3e-10 | -5.3 | -5.3 | 1.0e-07 | 0.03 | 0.02 | 0.98 | FALSE |
86 | The Cancer Genome Atlas | Thyroid Carcinoma | NUDT13 | 0.22 | 0.28 | lasso | 1 | 0.25 | 2.0e-24 | -5.4 | 5.4 | 5.7e-08 | -0.03 | 0.01 | 0.99 | FALSE |