Best TWAS P=1.09e-18 · Best GWAS P=7.51e-19 conditioned to 0.025
# | 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 | ATP5SL | 0.34 | 0.48 | bslmm | 365 | 0.48 | 1.5e-65 | 8.6 | -8.5 | 2.1e-17 | -0.94 | 0.01 | 0.99 | FALSE |
2 | CommonMind | Brain Pre-frontal Cortex | BCKDHA | 0.12 | 0.08 | lasso | 6 | 0.10 | 8.9e-13 | 8.7 | -7.5 | 7.8e-14 | -0.91 | 0.02 | 0.98 | FALSE |
3 | GTEx | Artery Aorta | ATP5SL | 0.14 | 0.00 | lasso | 2 | 0.01 | 1.6e-01 | 8.5 | -8.5 | 2.8e-17 | -0.93 | 0.03 | 0.49 | FALSE |
4 | GTEx | Artery Aorta | B3GNT8 | 0.14 | 0.09 | lasso | 2 | 0.08 | 2.6e-05 | 8.6 | 7.9 | 3.9e-15 | 0.92 | 0.03 | 0.97 | FALSE |
5 | GTEx | Artery Aorta | CTC-435M10.6 | 0.16 | 0.14 | lasso | 3 | 0.13 | 1.3e-07 | 8.7 | 8.6 | 6.5e-18 | 0.95 | 0.03 | 0.97 | FALSE |
6 | GTEx | Brain Cerebellar Hemisphere | B3GNT8 | 0.38 | 0.30 | lasso | 5 | 0.23 | 1.1e-06 | 8.6 | 8.6 | 5.2e-18 | 0.93 | 0.02 | 0.98 | FALSE |
7 | GTEx | Brain Cerebellar Hemisphere | CTC-435M10.6 | 0.29 | 0.20 | lasso | 4 | 0.18 | 2.6e-05 | 8.6 | 8.7 | 2.3e-18 | 0.96 | 0.02 | 0.96 | FALSE |
8 | GTEx | Brain Cerebellum | B3GNT8 | 0.28 | 0.23 | lasso | 5 | 0.21 | 9.2e-07 | 8.6 | 8.6 | 7.5e-18 | 0.95 | 0.03 | 0.97 | FALSE |
9 | GTEx | Brain Cerebellum | CTC-435M10.6 | 0.18 | 0.01 | lasso | 4 | 0.03 | 5.1e-02 | 8.6 | 8.6 | 9.4e-18 | 0.84 | 0.03 | 0.80 | FALSE |
10 | GTEx | Brain Frontal Cortex BA9 | ATP5SL | 0.28 | 0.15 | lasso | 3 | 0.10 | 1.0e-03 | 8.5 | -8.4 | 3.7e-17 | -0.94 | 0.03 | 0.92 | FALSE |
11 | GTEx | Cells Transformed fibroblasts | TMEM91 | 0.08 | 0.00 | enet | 31 | 0.01 | 7.4e-02 | 3.3 | 5.4 | 6.3e-08 | 0.52 | 0.04 | 0.73 | FALSE |
12 | GTEx | Cells Transformed fibroblasts | B3GNT8 | 0.10 | 0.02 | lasso | 2 | 0.03 | 2.0e-03 | 8.5 | 8.4 | 4.8e-17 | 0.93 | 0.05 | 0.95 | FALSE |
13 | GTEx | Cells Transformed fibroblasts | CTC-435M10.6 | 0.18 | 0.16 | lasso | 2 | 0.15 | 4.2e-11 | 8.5 | 8.3 | 1.4e-16 | 0.91 | 0.03 | 0.97 | FALSE |
14 | GTEx | Colon Transverse | B3GNT8 | 0.21 | 0.17 | lasso | 4 | 0.18 | 6.7e-09 | 8.5 | 8.3 | 8.0e-17 | 0.93 | 0.05 | 0.95 | FALSE |
15 | GTEx | Colon Transverse | CTC-435M10.6 | 0.26 | 0.19 | enet | 19 | 0.22 | 5.8e-11 | 8.4 | 7.9 | 1.9e-15 | 0.86 | 0.04 | 0.96 | FALSE |
16 | GTEx | Esophagus Gastroesophageal Junction | CTC-435M10.6 | 0.23 | 0.10 | enet | 17 | 0.10 | 1.7e-04 | 8.6 | 6.8 | 1.1e-11 | 0.84 | 0.03 | 0.93 | FALSE |
17 | GTEx | Esophagus Muscularis | B3GNT8 | 0.14 | 0.10 | lasso | 2 | 0.16 | 7.5e-10 | -4.4 | 6.6 | 3.1e-11 | 0.85 | 0.04 | 0.96 | FALSE |
18 | GTEx | Esophagus Muscularis | CTC-435M10.6 | 0.12 | 0.12 | lasso | 2 | 0.10 | 1.4e-06 | 8.3 | 8.2 | 1.7e-16 | 0.91 | 0.04 | 0.96 | FALSE |
19 | GTEx | Heart Atrial Appendage | TMEM91 | 0.12 | 0.05 | lasso | 4 | 0.08 | 1.7e-04 | 5.7 | 5.6 | 1.6e-08 | 0.55 | 0.05 | 0.70 | FALSE |
20 | GTEx | Heart Left Ventricle | CTC-435M10.6 | 0.18 | 0.02 | lasso | 4 | 0.06 | 4.8e-04 | 8.4 | 6.4 | 1.1e-10 | 0.80 | 0.02 | 0.97 | FALSE |
21 | GTEx | Lung | CTC-435M10.6 | 0.13 | 0.11 | lasso | 3 | 0.10 | 3.3e-08 | 8.5 | 8.5 | 2.4e-17 | 0.93 | 0.04 | 0.96 | FALSE |
22 | GTEx | Muscle Skeletal | EXOSC5 | 0.07 | 0.03 | enet | 6 | 0.03 | 4.1e-04 | 8.6 | 8.6 | 7.4e-18 | 0.95 | 0.01 | 0.99 | FALSE |
23 | GTEx | Nerve Tibial | B9D2 | 0.13 | 0.08 | lasso | 4 | 0.06 | 2.9e-05 | 5.1 | 6.0 | 1.7e-09 | 0.68 | 0.08 | 0.82 | FALSE |
24 | GTEx | Nerve Tibial | B3GNT8 | 0.22 | 0.17 | enet | 12 | 0.20 | 6.6e-14 | 8.3 | 7.6 | 3.3e-14 | 0.91 | 0.04 | 0.96 | FALSE |
25 | GTEx | Nerve Tibial | CTC-435M10.6 | 0.18 | 0.15 | lasso | 6 | 0.14 | 5.5e-10 | 8.3 | 8.6 | 6.7e-18 | 0.94 | 0.02 | 0.98 | FALSE |
26 | GTEx | Skin Sun Exposed Lower leg | B3GNT8 | 0.11 | 0.04 | lasso | 6 | 0.05 | 1.1e-04 | -4.4 | 7.0 | 2.2e-12 | 0.87 | 0.03 | 0.97 | FALSE |
27 | GTEx | Stomach | B3GNT8 | 0.22 | 0.14 | lasso | 7 | 0.12 | 1.4e-06 | 8.5 | 8.4 | 3.4e-17 | 0.93 | 0.02 | 0.98 | FALSE |
28 | GTEx | Stomach | CTC-435M10.6 | 0.23 | 0.14 | lasso | 11 | 0.13 | 1.0e-06 | 8.3 | 7.7 | 1.1e-14 | 0.91 | 0.02 | 0.98 | FALSE |
29 | GTEx | Testis | EXOSC5 | 0.31 | 0.33 | enet | 10 | 0.33 | 1.8e-15 | 8.4 | 8.5 | 1.2e-17 | 0.95 | 0.04 | 0.96 | FALSE |
30 | GTEx | Testis | GRIK5 | 0.41 | 0.24 | lasso | 10 | 0.24 | 7.9e-11 | -5.8 | 6.0 | 1.6e-09 | 0.02 | 0.01 | 0.99 | TRUE |
31 | GTEx | Thyroid | EXOSC5 | 0.14 | 0.08 | lasso | 5 | 0.05 | 8.4e-05 | 8.6 | 8.4 | 6.3e-17 | 0.92 | 0.04 | 0.94 | FALSE |
32 | GTEx | Thyroid | B3GNT8 | 0.09 | 0.04 | enet | 17 | 0.03 | 1.4e-03 | 8.6 | 6.8 | 1.1e-11 | 0.82 | 0.01 | 0.97 | FALSE |
33 | GTEx | Thyroid | CTC-435M10.6 | 0.07 | 0.03 | lasso | 2 | 0.04 | 7.9e-04 | 8.6 | 6.8 | 7.8e-12 | 0.83 | 0.02 | 0.97 | FALSE |
34 | YFS | Blood | ATP5SL | 0.06 | 0.02 | lasso | 12 | 0.03 | 1.1e-09 | 8.9 | 8.3 | 1.3e-16 | 0.85 | 0.01 | 0.99 | FALSE |
35 | YFS | Blood | BCKDHA | 0.08 | 0.05 | enet | 27 | 0.06 | 1.9e-18 | 8.7 | -7.4 | 1.4e-13 | -0.84 | 0.02 | 0.98 | FALSE |
36 | The Cancer Genome Atlas | Bladder Urothelial Carcinoma | B3GNT8 | 0.03 | 0.04 | blup | 20 | 0.04 | 3.2e-04 | 8.5 | 8.4 | 3.8e-17 | 0.94 | 0.01 | 0.96 | FALSE |
37 | The Cancer Genome Atlas | Bladder Urothelial Carcinoma | BCKDHA | 0.02 | 0.02 | lasso | 2 | 0.02 | 1.5e-02 | 8.6 | -8.6 | 7.7e-18 | -0.94 | 0.01 | 0.83 | FALSE |
38 | The Cancer Genome Atlas | Breast Invasive Carcinoma | B3GNT8 | 0.04 | 0.07 | blup | 20 | 0.07 | 1.2e-13 | 8.4 | 8.3 | 1.6e-16 | 0.94 | 0.03 | 0.97 | FALSE |
39 | The Cancer Genome Atlas | Colon Adenocarcinoma | B3GNT8 | 0.09 | 0.13 | blup | 20 | 0.11 | 5.2e-07 | 8.3 | 8.1 | 7.2e-16 | 0.93 | 0.02 | 0.98 | FALSE |
40 | The Cancer Genome Atlas | Head and Neck Squamous Cell Carcinoma | BCKDHA | 0.03 | 0.03 | enet | 4 | 0.03 | 1.8e-04 | -4.4 | -5.4 | 8.5e-08 | -0.72 | 0.03 | 0.78 | FALSE |
41 | The Cancer Genome Atlas | Head and Neck Squamous Cell Carcinoma | DEDD2 | 0.02 | 0.02 | lasso | 1 | 0.01 | 3.1e-02 | -5.8 | 5.8 | 8.1e-09 | 0.01 | 0.01 | 0.95 | FALSE |
42 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | ATP5SL | 0.04 | 0.03 | enet | 12 | 0.03 | 1.6e-04 | 8.8 | -7.9 | 2.1e-15 | -0.88 | 0.00 | 0.99 | FALSE |
43 | The Cancer Genome Atlas | Brain Lower Grade Glioma | ATP5SL | 0.02 | 0.03 | enet | 4 | 0.02 | 7.0e-04 | 8.6 | -8.6 | 1.0e-17 | -0.94 | 0.02 | 0.90 | FALSE |
44 | The Cancer Genome Atlas | Brain Lower Grade Glioma | EXOSC5 | 0.04 | 0.03 | lasso | 2 | 0.02 | 5.8e-03 | 8.6 | 8.1 | 3.7e-16 | 0.91 | 0.01 | 0.70 | FALSE |
45 | The Cancer Genome Atlas | Brain Lower Grade Glioma | RABAC1 | 0.01 | 0.01 | enet | 2 | 0.01 | 1.8e-02 | -4.8 | 5.3 | 9.5e-08 | 0.03 | 0.00 | 0.44 | FALSE |
46 | The Cancer Genome Atlas | Pancreatic Adenocarcinoma | B3GNT8 | 0.15 | 0.12 | blup | 20 | 0.12 | 1.3e-05 | -4.4 | 6.7 | 2.5e-11 | 0.86 | 0.03 | 0.93 | FALSE |
47 | The Cancer Genome Atlas | Pheochromocytoma and Paraganglioma | ATP5SL | 0.23 | 0.05 | blup | 18 | 0.05 | 4.5e-03 | 8.8 | -8.8 | 1.1e-18 | -0.86 | 0.01 | 0.86 | TRUE |
48 | The Cancer Genome Atlas | Prostate Adenocarcinoma | ATP5SL | 0.03 | 0.03 | blup | 18 | 0.03 | 4.1e-04 | 8.8 | -8.7 | 3.8e-18 | -0.94 | 0.01 | 0.94 | FALSE |
49 | The Cancer Genome Atlas | Rectum Adenocarcinoma | B3GNT8 | 0.39 | 0.08 | blup | 20 | 0.07 | 1.1e-02 | 8.6 | 7.9 | 2.1e-15 | 0.81 | 0.00 | 0.30 | FALSE |
50 | The Cancer Genome Atlas | Rectum Adenocarcinoma | GSK3A | 0.15 | 0.10 | lasso | 7 | 0.09 | 4.0e-03 | -5.7 | -5.7 | 9.3e-09 | -0.01 | 0.00 | 0.55 | FALSE |
51 | The Cancer Genome Atlas | Thyroid Carcinoma | ATP5SL | 0.02 | 0.02 | blup | 18 | 0.02 | 3.5e-03 | 8.8 | -8.4 | 3.1e-17 | -0.94 | 0.01 | 0.82 | FALSE |
52 | The Cancer Genome Atlas | Thyroid Carcinoma | B3GNT8 | 0.10 | 0.12 | lasso | 3 | 0.11 | 1.3e-10 | 8.6 | 7.8 | 4.6e-15 | 0.92 | 0.02 | 0.98 | FALSE |
53 | The Cancer Genome Atlas | Thyroid Carcinoma | EXOSC5 | 0.02 | 0.01 | blup | 31 | 0.03 | 4.5e-04 | 8.5 | 7.7 | 1.1e-14 | 0.92 | 0.01 | 0.94 | FALSE |