Best TWAS P=3.62e-19 · Best GWAS P=8.33e-15 conditioned to 0.0754
# | 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 | CUBN | 0.15 | 0.12 | lasso | 8 | 0.10 | 3.4e-12 | -6.05 | -6.0 | 1.9e-09 | 0.74 | 0.99 | 0.01 | FALSE |
2 | CommonMind | Brain Pre-frontal Cortex | RSU1 | 0.13 | 0.08 | enet | 12 | 0.14 | 3.6e-16 | -5.47 | -7.6 | 4.1e-14 | 0.06 | 0.10 | 0.90 | FALSE |
3 | GTEx | Adipose Subcutaneous | TRDMT1 | 0.37 | 0.21 | enet | 26 | 0.24 | 1.5e-19 | -6.02 | 7.5 | 5.6e-14 | -0.86 | 0.31 | 0.69 | FALSE |
4 | GTEx | Adipose Subcutaneous | RSU1 | 0.21 | 0.09 | lasso | 6 | 0.09 | 1.7e-07 | -5.64 | -6.5 | 5.9e-11 | 0.03 | 0.94 | 0.05 | FALSE |
5 | GTEx | Adipose Visceral Omentum | TRDMT1 | 0.28 | 0.22 | lasso | 4 | 0.18 | 2.0e-09 | -6.05 | 6.1 | 1.2e-09 | -0.73 | 0.64 | 0.36 | FALSE |
6 | GTEx | Artery Aorta | CUBN | 0.28 | 0.16 | lasso | 5 | 0.12 | 2.2e-07 | -6.05 | -5.8 | 5.1e-09 | 0.74 | 0.95 | 0.04 | FALSE |
7 | GTEx | Artery Aorta | TRDMT1 | 0.23 | 0.08 | enet | 9 | 0.08 | 5.5e-05 | -7.67 | 7.2 | 6.2e-13 | -0.96 | 0.02 | 0.98 | FALSE |
8 | GTEx | Artery Aorta | RSU1 | 0.40 | 0.16 | enet | 21 | 0.33 | 5.5e-19 | -5.01 | -7.6 | 3.3e-14 | 0.03 | 0.19 | 0.80 | FALSE |
9 | GTEx | Artery Coronary | TRDMT1 | 0.31 | 0.13 | enet | 10 | 0.07 | 3.0e-03 | -7.67 | 7.6 | 2.5e-14 | -0.96 | 0.02 | 0.98 | FALSE |
10 | GTEx | Artery Tibial | CUBN | 0.09 | 0.09 | lasso | 1 | 0.06 | 1.1e-05 | -6.05 | -6.0 | 1.4e-09 | 0.73 | 0.59 | 0.39 | FALSE |
11 | GTEx | Artery Tibial | TRDMT1 | 0.26 | 0.26 | lasso | 6 | 0.26 | 7.6e-21 | -6.05 | 6.5 | 7.9e-11 | -0.80 | 0.97 | 0.03 | FALSE |
12 | GTEx | Artery Tibial | RSU1 | 0.43 | 0.20 | enet | 14 | 0.30 | 3.9e-24 | -7.32 | -7.9 | 2.8e-15 | 0.04 | 0.11 | 0.89 | FALSE |
13 | GTEx | Artery Tibial | RP11-124N14.3 | 0.11 | 0.10 | lasso | 3 | 0.09 | 1.3e-07 | -5.75 | -5.8 | 5.8e-09 | 0.30 | 0.90 | 0.06 | FALSE |
14 | GTEx | Brain Cerebellar Hemisphere | TRDMT1 | 0.31 | 0.20 | lasso | 4 | 0.16 | 5.9e-05 | -6.09 | 6.1 | 9.4e-10 | -0.73 | 0.25 | 0.25 | FALSE |
15 | GTEx | Breast Mammary Tissue | TRDMT1 | 0.20 | 0.14 | lasso | 7 | 0.13 | 3.2e-07 | -6.05 | 6.9 | 4.0e-12 | -0.81 | 0.08 | 0.92 | FALSE |
16 | GTEx | Cells Transformed fibroblasts | RSU1 | 0.51 | 0.34 | lasso | 7 | 0.36 | 2.4e-28 | -5.92 | -6.8 | 1.1e-11 | 0.05 | 1.00 | 0.00 | FALSE |
17 | GTEx | Colon Transverse | RSU1 | 0.29 | 0.21 | enet | 15 | 0.26 | 8.5e-13 | -5.01 | -7.2 | 5.8e-13 | 0.06 | 0.98 | 0.01 | FALSE |
18 | GTEx | Esophagus Mucosa | RSU1 | 0.38 | 0.27 | enet | 11 | 0.30 | 2.4e-20 | -5.01 | -7.2 | 6.7e-13 | 0.04 | 1.00 | 0.00 | FALSE |
19 | GTEx | Esophagus Muscularis | RSU1 | 0.30 | 0.09 | enet | 12 | 0.16 | 8.5e-10 | -7.32 | -7.8 | 5.0e-15 | 0.05 | 0.15 | 0.85 | FALSE |
20 | GTEx | Lung | RSU1 | 0.30 | 0.22 | enet | 16 | 0.25 | 3.4e-19 | -5.01 | -7.4 | 1.6e-13 | 0.03 | 1.00 | 0.00 | FALSE |
21 | GTEx | Muscle Skeletal | RSU1 | 0.17 | 0.13 | enet | 14 | 0.15 | 9.7e-15 | -5.01 | -7.4 | 1.2e-13 | 0.04 | 1.00 | 0.00 | FALSE |
22 | GTEx | Nerve Tibial | TRDMT1 | 0.27 | 0.10 | lasso | 2 | 0.12 | 8.9e-09 | -6.05 | 6.8 | 1.2e-11 | -0.84 | 0.15 | 0.85 | FALSE |
23 | GTEx | Nerve Tibial | RSU1 | 0.66 | 0.45 | lasso | 7 | 0.47 | 5.4e-37 | -5.01 | -6.8 | 1.0e-11 | 0.04 | 1.00 | 0.00 | FALSE |
24 | GTEx | Pancreas | TRDMT1 | 0.25 | 0.17 | lasso | 3 | 0.17 | 9.6e-08 | -6.05 | 6.1 | 1.2e-09 | -0.74 | 0.52 | 0.46 | FALSE |
25 | GTEx | Skin Not Sun Exposed Suprapubic | CUBN | 0.23 | 0.11 | lasso | 2 | 0.07 | 9.7e-05 | -6.05 | -6.1 | 1.4e-09 | 0.73 | 0.26 | 0.72 | FALSE |
26 | GTEx | Skin Not Sun Exposed Suprapubic | TRDMT1 | 0.22 | 0.11 | lasso | 5 | 0.10 | 4.6e-06 | -6.09 | 6.7 | 1.7e-11 | -0.83 | 0.06 | 0.93 | FALSE |
27 | GTEx | Skin Sun Exposed Lower leg | TRDMT1 | 0.10 | 0.02 | lasso | 4 | 0.04 | 3.0e-04 | -7.70 | 7.7 | 1.3e-14 | -0.98 | 0.01 | 0.98 | FALSE |
28 | GTEx | Skin Sun Exposed Lower leg | RSU1 | 0.50 | 0.36 | lasso | 7 | 0.37 | 1.2e-31 | -5.01 | -5.8 | 5.9e-09 | 0.04 | 1.00 | 0.00 | FALSE |
29 | GTEx | Stomach | STAM | 0.12 | 0.08 | lasso | 5 | 0.06 | 1.2e-03 | 7.75 | -7.3 | 2.0e-13 | 0.93 | 0.02 | 0.92 | FALSE |
30 | GTEx | Testis | TRDMT1 | 0.18 | 0.08 | lasso | 4 | 0.10 | 2.2e-05 | 2.02 | 5.4 | 5.7e-08 | -0.64 | 0.03 | 0.88 | FALSE |
31 | GTEx | Thyroid | TRDMT1 | 0.21 | 0.22 | lasso | 3 | 0.22 | 4.8e-17 | -7.66 | 7.6 | 2.3e-14 | -0.97 | 0.02 | 0.98 | FALSE |
32 | GTEx | Thyroid | RSU1 | 0.26 | 0.10 | enet | 18 | 0.16 | 6.0e-12 | -7.04 | -6.7 | 2.0e-11 | 0.06 | 0.12 | 0.88 | FALSE |
33 | GTEx | Whole Blood | RSU1 | 0.15 | 0.08 | enet | 30 | 0.08 | 8.8e-08 | -7.46 | -6.5 | 5.6e-11 | 0.00 | 0.07 | 0.93 | FALSE |
34 | METSIM | Adipose | CUBN | 0.13 | 0.09 | enet | 25 | 0.12 | 6.4e-17 | -6.09 | -5.2 | 2.5e-07 | 0.51 | 1.00 | 0.00 | FALSE |
35 | METSIM | Adipose | RSU1 | 0.21 | 0.06 | enet | 11 | 0.15 | 4.1e-22 | -6.90 | -7.8 | 7.8e-15 | 0.04 | 0.82 | 0.18 | FALSE |
36 | NTR | Blood | RSU1 | 0.24 | 0.24 | enet | 16 | 0.26 | 1.4e-82 | -7.64 | -7.9 | 2.2e-15 | 0.08 | 0.03 | 0.97 | TRUE |
37 | ROSMAP | Brain Pre-frontal Cortex | CUBN | 0.08 | 0.07 | lasso | 3 | 0.07 | 7.6e-09 | -6.05 | -6.1 | 1.3e-09 | 0.74 | 0.80 | 0.20 | FALSE |
38 | YFS | Blood | RSU1 | 0.20 | 0.09 | lasso | 8 | 0.16 | 1.4e-49 | 0.75 | -5.8 | 7.3e-09 | -0.04 | 1.00 | 0.00 | FALSE |
39 | The Cancer Genome Atlas | Breast Invasive Carcinoma | CUBN | 0.05 | 0.00 | enet | 14 | 0.02 | 1.9e-05 | 3.76 | 6.0 | 1.8e-09 | 0.14 | 0.14 | 0.09 | FALSE |
40 | The Cancer Genome Atlas | Breast Invasive Carcinoma | RSU1 | 0.09 | 0.06 | lasso | 4 | 0.06 | 3.9e-12 | -5.01 | -5.8 | 5.5e-09 | 0.03 | 1.00 | 0.00 | FALSE |
41 | The Cancer Genome Atlas | Breast Invasive Carcinoma | TRDMT1 | 0.02 | 0.01 | blup | 92 | 0.01 | 7.4e-04 | -6.02 | 6.8 | 1.0e-11 | -0.82 | 0.06 | 0.91 | FALSE |
42 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | RSU1 | 0.28 | 0.22 | lasso | 4 | 0.24 | 7.7e-27 | -5.01 | -6.7 | 1.7e-11 | 0.04 | 1.00 | 0.00 | FALSE |
43 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | TRDMT1 | 0.08 | 0.12 | lasso | 3 | 0.12 | 1.8e-13 | -7.66 | 7.6 | 2.6e-14 | -0.97 | 0.01 | 0.99 | FALSE |
44 | The Cancer Genome Atlas | Kidney Renal Papillary Cell Carcinoma | TRDMT1 | 0.07 | 0.04 | blup | 92 | 0.05 | 1.0e-03 | -7.66 | 8.9 | 3.6e-19 | -0.89 | 0.02 | 0.94 | TRUE |
45 | The Cancer Genome Atlas | Brain Lower Grade Glioma | RSU1 | 0.06 | 0.04 | lasso | 3 | 0.05 | 1.7e-06 | -4.93 | -6.2 | 6.6e-10 | 0.04 | 0.29 | 0.54 | FALSE |
46 | The Cancer Genome Atlas | Brain Lower Grade Glioma | TRDMT1 | 0.08 | 0.10 | blup | 92 | 0.10 | 5.4e-12 | -7.66 | 7.7 | 1.6e-14 | -0.88 | 0.01 | 0.99 | FALSE |
47 | The Cancer Genome Atlas | Lung Adenocarcinoma | RSU1 | 0.09 | 0.04 | blup | 180 | 0.04 | 4.4e-05 | -6.79 | -6.4 | 1.4e-10 | 0.06 | 0.02 | 0.98 | FALSE |
48 | The Cancer Genome Atlas | Ovarian Serous Cystadenocarcinoma | RSU1 | 0.17 | 0.08 | enet | 4 | 0.08 | 5.6e-06 | -5.01 | -5.5 | 3.1e-08 | 0.05 | 0.73 | 0.15 | FALSE |
49 | The Cancer Genome Atlas | Pancreatic Adenocarcinoma | TRDMT1 | 0.24 | 0.01 | blup | 92 | 0.06 | 1.2e-03 | -7.75 | 5.2 | 2.2e-07 | -0.78 | 0.01 | 0.78 | FALSE |
50 | The Cancer Genome Atlas | Pheochromocytoma and Paraganglioma | TRDMT1 | 0.10 | 0.01 | blup | 91 | 0.03 | 3.2e-02 | 6.35 | 7.6 | 2.8e-14 | -0.88 | 0.02 | 0.75 | FALSE |
51 | The Cancer Genome Atlas | Prostate Adenocarcinoma | RSU1 | 0.32 | 0.21 | lasso | 5 | 0.25 | 3.0e-26 | -5.01 | -7.1 | 1.1e-12 | 0.04 | 1.00 | 0.00 | FALSE |
52 | The Cancer Genome Atlas | Prostate Adenocarcinoma | TRDMT1 | 0.07 | 0.05 | enet | 11 | 0.05 | 2.0e-06 | 7.62 | 7.7 | 1.3e-14 | -0.96 | 0.01 | 0.99 | FALSE |
53 | The Cancer Genome Atlas | Thyroid Carcinoma | RSU1 | 0.39 | 0.20 | lasso | 5 | 0.24 | 7.8e-23 | -4.93 | -6.4 | 1.6e-10 | 0.04 | 1.00 | 0.00 | FALSE |
54 | The Cancer Genome Atlas | Thyroid Carcinoma | TRDMT1 | 0.19 | 0.17 | lasso | 3 | 0.22 | 6.6e-21 | -7.70 | 7.7 | 9.7e-15 | -0.98 | 0.01 | 0.99 | FALSE |
55 | The Cancer Genome Atlas | Thyroid Carcinoma | VIM | 0.04 | 0.04 | lasso | 1 | 0.04 | 1.4e-04 | 7.62 | 7.6 | 2.6e-14 | -0.96 | 0.00 | 0.95 | FALSE |