Best TWAS P=1.8e-15 · Best GWAS P=2.66e-13 conditioned to 0.797
# | 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 | GTEx | Adipose Subcutaneous | AC084018.1 | 0.17 | 0.14 | lasso | 5 | 0.16 | 4.2e-13 | 6.98 | -6.9 | 4.7e-12 | -0.03 | 0.02 | 0.98 | FALSE |
2 | GTEx | Adipose Subcutaneous | RP11-347I19.8 | 0.18 | 0.17 | lasso | 5 | 0.16 | 2.6e-13 | 6.98 | -6.6 | 3.6e-11 | -0.04 | 0.02 | 0.98 | FALSE |
3 | GTEx | Adipose Visceral Omentum | AC084018.1 | 0.22 | 0.10 | lasso | 2 | 0.18 | 8.7e-10 | 7.01 | -5.6 | 2.6e-08 | -0.06 | 0.01 | 0.99 | FALSE |
4 | GTEx | Adipose Visceral Omentum | RP11-347I19.8 | 0.24 | 0.15 | lasso | 5 | 0.12 | 6.1e-07 | 7.01 | -7.2 | 5.8e-13 | -0.05 | 0.01 | 0.99 | FALSE |
5 | GTEx | Artery Aorta | P2RX4 | 0.20 | 0.03 | enet | 28 | 0.05 | 1.6e-03 | -2.67 | -5.9 | 2.8e-09 | 0.06 | 0.07 | 0.75 | FALSE |
6 | GTEx | Artery Aorta | RP11-347I19.8 | 0.11 | 0.08 | lasso | 3 | 0.06 | 4.4e-04 | 7.07 | -7.3 | 3.8e-13 | -0.03 | 0.01 | 0.98 | FALSE |
7 | GTEx | Artery Tibial | P2RX4 | 0.18 | 0.15 | enet | 7 | 0.16 | 9.1e-13 | 4.59 | -5.5 | 3.0e-08 | 0.05 | 0.56 | 0.43 | FALSE |
8 | GTEx | Artery Tibial | AC084018.1 | 0.15 | 0.09 | lasso | 6 | 0.10 | 1.8e-08 | 7.10 | -6.8 | 1.1e-11 | -0.03 | 0.01 | 0.99 | FALSE |
9 | GTEx | Artery Tibial | RP11-347I19.8 | 0.16 | 0.09 | enet | 26 | 0.10 | 1.7e-08 | 7.10 | -5.5 | 4.2e-08 | -0.04 | 0.01 | 0.99 | FALSE |
10 | GTEx | Brain Cortex | AC084018.1 | 0.40 | 0.32 | enet | 7 | 0.30 | 6.4e-09 | 7.10 | -7.2 | 8.4e-13 | -0.04 | 0.01 | 0.99 | FALSE |
11 | GTEx | Cells EBV-transformed lymphocytes | AC084018.1 | 0.24 | 0.15 | lasso | 2 | 0.09 | 9.3e-04 | 7.01 | -7.1 | 1.3e-12 | -0.04 | 0.01 | 0.98 | FALSE |
12 | GTEx | Cells EBV-transformed lymphocytes | RP11-347I19.8 | 0.20 | 0.17 | lasso | 3 | 0.10 | 4.7e-04 | 7.01 | -7.0 | 3.1e-12 | -0.04 | 0.01 | 0.98 | FALSE |
13 | GTEx | Cells Transformed fibroblasts | PRKAB1 | 0.24 | 0.28 | lasso | 2 | 0.31 | 6.0e-24 | -7.31 | -7.4 | 1.4e-13 | 0.97 | 0.00 | 1.00 | FALSE |
14 | GTEx | Cells Transformed fibroblasts | AC084018.1 | 0.15 | 0.12 | enet | 16 | 0.10 | 9.4e-08 | 7.03 | -5.7 | 1.6e-08 | -0.03 | 0.01 | 0.99 | FALSE |
15 | GTEx | Cells Transformed fibroblasts | RP11-347I19.8 | 0.12 | 0.11 | lasso | 5 | 0.11 | 2.1e-08 | 7.03 | -6.1 | 1.3e-09 | -0.03 | 0.01 | 0.99 | FALSE |
16 | GTEx | Colon Transverse | RP11-347I19.8 | 0.11 | 0.12 | lasso | 2 | 0.10 | 2.1e-05 | 6.98 | -7.0 | 2.0e-12 | -0.04 | 0.01 | 0.98 | FALSE |
17 | GTEx | Esophagus Mucosa | PRKAB1 | 0.38 | 0.32 | lasso | 5 | 0.32 | 5.4e-22 | -7.31 | -7.0 | 1.8e-12 | 0.99 | 0.00 | 1.00 | FALSE |
18 | GTEx | Esophagus Mucosa | AC084018.1 | 0.09 | 0.12 | lasso | 4 | 0.11 | 5.7e-08 | 7.01 | -7.0 | 3.2e-12 | -0.04 | 0.01 | 0.99 | FALSE |
19 | GTEx | Esophagus Mucosa | RP11-347I19.8 | 0.10 | 0.11 | lasso | 2 | 0.12 | 4.6e-08 | 7.07 | -7.1 | 1.5e-12 | -0.04 | 0.01 | 0.99 | FALSE |
20 | GTEx | Esophagus Muscularis | AC084018.1 | 0.11 | 0.04 | enet | 14 | 0.05 | 7.5e-04 | 7.07 | -5.6 | 1.8e-08 | -0.06 | 0.01 | 0.98 | FALSE |
21 | GTEx | Heart Atrial Appendage | AC084018.1 | 0.34 | 0.19 | enet | 9 | 0.20 | 3.7e-09 | 7.18 | -6.9 | 5.9e-12 | -0.02 | 0.01 | 0.99 | FALSE |
22 | GTEx | Heart Left Ventricle | RHOF | 0.10 | 0.05 | lasso | 3 | 0.08 | 6.4e-05 | 6.98 | 7.0 | 1.8e-12 | 0.03 | 0.01 | 0.97 | FALSE |
23 | GTEx | Lung | SPPL3 | 0.15 | 0.05 | enet | 27 | 0.06 | 1.1e-05 | 5.82 | 5.8 | 5.3e-09 | -0.06 | 0.02 | 0.98 | FALSE |
24 | GTEx | Lung | AC084018.1 | 0.12 | 0.13 | lasso | 2 | 0.13 | 5.0e-10 | 7.10 | -7.2 | 8.8e-13 | -0.04 | 0.01 | 0.99 | FALSE |
25 | GTEx | Lung | RP11-347I19.8 | 0.15 | 0.15 | enet | 9 | 0.15 | 7.7e-12 | 7.01 | -7.0 | 2.8e-12 | -0.04 | 0.01 | 0.99 | FALSE |
26 | GTEx | Muscle Skeletal | RP11-347I19.8 | 0.08 | 0.06 | lasso | 4 | 0.06 | 2.4e-06 | 7.18 | -7.3 | 2.7e-13 | -0.03 | 0.01 | 0.99 | FALSE |
27 | GTEx | Nerve Tibial | AC084018.1 | 0.18 | 0.09 | lasso | 3 | 0.11 | 4.8e-08 | 6.98 | -6.5 | 9.6e-11 | -0.06 | 0.01 | 0.99 | FALSE |
28 | GTEx | Nerve Tibial | RP11-347I19.8 | 0.11 | 0.10 | lasso | 3 | 0.10 | 1.6e-07 | 6.98 | -7.0 | 2.8e-12 | -0.04 | 0.02 | 0.98 | FALSE |
29 | GTEx | Pituitary | AC084018.1 | 0.25 | 0.13 | lasso | 4 | 0.11 | 1.0e-03 | 7.01 | -6.8 | 1.5e-11 | -0.03 | 0.02 | 0.87 | FALSE |
30 | GTEx | Pituitary | RP11-347I19.8 | 0.32 | 0.23 | lasso | 2 | 0.30 | 3.5e-08 | 7.01 | -5.2 | 2.0e-07 | -0.02 | 0.02 | 0.96 | FALSE |
31 | GTEx | Skin Not Sun Exposed Suprapubic | P2RX4 | 0.17 | 0.05 | lasso | 8 | 0.06 | 3.6e-04 | 4.59 | -6.1 | 1.2e-09 | 0.07 | 0.03 | 0.89 | TRUE |
32 | GTEx | Skin Not Sun Exposed Suprapubic | AC084018.1 | 0.17 | 0.09 | lasso | 5 | 0.05 | 6.8e-04 | 7.03 | -7.8 | 7.6e-15 | -0.01 | 0.01 | 0.99 | TRUE |
33 | GTEx | Skin Not Sun Exposed Suprapubic | RP11-347I19.8 | 0.15 | 0.16 | lasso | 4 | 0.14 | 3.2e-08 | 7.07 | -7.1 | 1.5e-12 | -0.04 | 0.01 | 0.99 | FALSE |
34 | GTEx | Skin Sun Exposed Lower leg | AC084018.1 | 0.29 | 0.15 | enet | 22 | 0.21 | 3.5e-17 | 7.10 | -6.5 | 1.0e-10 | -0.05 | 0.01 | 0.99 | FALSE |
35 | GTEx | Skin Sun Exposed Lower leg | RP11-347I19.8 | 0.22 | 0.16 | lasso | 6 | 0.17 | 4.3e-14 | 7.10 | -7.2 | 7.2e-13 | -0.04 | 0.01 | 0.99 | FALSE |
36 | GTEx | Stomach | RP11-347I19.8 | 0.22 | 0.09 | lasso | 7 | 0.11 | 4.2e-06 | 7.03 | -6.5 | 1.0e-10 | -0.05 | 0.01 | 0.99 | FALSE |
37 | GTEx | Testis | AC084018.1 | 0.26 | 0.28 | lasso | 2 | 0.27 | 2.6e-12 | 6.98 | -7.0 | 2.9e-12 | -0.04 | 0.02 | 0.98 | FALSE |
38 | GTEx | Testis | RP11-347I19.8 | 0.19 | 0.08 | enet | 10 | 0.13 | 3.1e-06 | 6.98 | -5.3 | 1.2e-07 | -0.04 | 0.02 | 0.98 | FALSE |
39 | GTEx | Thyroid | AC084018.1 | 0.15 | 0.12 | enet | 12 | 0.13 | 2.5e-10 | 7.01 | -5.7 | 1.5e-08 | -0.05 | 0.01 | 0.99 | FALSE |
40 | GTEx | Thyroid | RP11-347I19.8 | 0.23 | 0.22 | lasso | 14 | 0.22 | 7.3e-17 | 7.01 | -6.8 | 9.1e-12 | -0.04 | 0.01 | 0.99 | FALSE |
41 | METSIM | Adipose | AC084018.1 | 0.27 | 0.25 | enet | 19 | 0.26 | 1.3e-38 | 7.12 | -7.3 | 3.7e-13 | -0.04 | 0.01 | 0.99 | FALSE |
42 | METSIM | Adipose | PRKAB1 | 0.11 | 0.09 | bslmm | 464 | 0.09 | 2.7e-13 | -7.31 | -7.4 | 1.3e-13 | 0.99 | 0.00 | 1.00 | FALSE |
43 | METSIM | Adipose | RP11-347I19.8 | 0.10 | 0.10 | lasso | 9 | 0.09 | 2.7e-13 | 6.98 | -6.9 | 4.8e-12 | -0.04 | 0.02 | 0.98 | FALSE |
44 | NTR | Blood | PRKAB1 | 0.02 | 0.02 | lasso | 2 | 0.02 | 4.0e-07 | -7.31 | -6.8 | 9.3e-12 | 0.96 | 0.00 | 1.00 | FALSE |
45 | YFS | Blood | PRKAB1 | 0.40 | 0.17 | lasso | 6 | 0.23 | 3.9e-75 | -7.31 | -8.0 | 1.8e-15 | 0.89 | 0.00 | 1.00 | TRUE |
46 | YFS | Blood | SPPL3 | 0.02 | 0.00 | blup | 460 | 0.01 | 2.1e-03 | -2.53 | 5.2 | 1.5e-07 | -0.01 | 0.12 | 0.33 | FALSE |
47 | The Cancer Genome Atlas | Breast Invasive Carcinoma | LOC338799 | 0.03 | 0.04 | lasso | 3 | 0.03 | 1.8e-07 | 7.18 | -7.1 | 9.6e-13 | -0.04 | 0.01 | 0.99 | FALSE |
48 | The Cancer Genome Atlas | Colon Adenocarcinoma | LOC338799 | 0.06 | 0.03 | blup | 31 | 0.05 | 5.2e-04 | -0.84 | -5.3 | 1.3e-07 | -0.05 | 0.01 | 0.85 | FALSE |
49 | The Cancer Genome Atlas | Colon Adenocarcinoma | P2RX4 | 0.18 | 0.04 | blup | 71 | 0.08 | 1.3e-05 | -2.67 | -5.2 | 1.9e-07 | 0.09 | 0.01 | 0.73 | FALSE |
50 | The Cancer Genome Atlas | Esophageal Carcinoma | LOC338799 | 0.10 | 0.02 | blup | 30 | 0.06 | 6.9e-03 | 2.96 | -6.0 | 2.2e-09 | -0.04 | 0.01 | 0.61 | FALSE |
51 | The Cancer Genome Atlas | Head and Neck Squamous Cell Carcinoma | ACADS | 0.05 | 0.01 | blup | 50 | 0.04 | 7.4e-05 | 5.79 | 5.5 | 2.9e-08 | 0.06 | 0.00 | 0.94 | FALSE |
52 | The Cancer Genome Atlas | Head and Neck Squamous Cell Carcinoma | LOC338799 | 0.04 | 0.03 | blup | 29 | 0.03 | 2.7e-04 | 6.98 | -7.1 | 1.2e-12 | -0.02 | 0.01 | 0.96 | FALSE |
53 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | LOC338799 | 0.06 | 0.09 | lasso | 6 | 0.10 | 2.1e-11 | 7.03 | -6.9 | 4.4e-12 | -0.04 | 0.01 | 0.99 | FALSE |
54 | The Cancer Genome Atlas | Brain Lower Grade Glioma | TMEM120B | 0.05 | 0.00 | blup | 44 | 0.02 | 1.1e-03 | -2.24 | -6.9 | 5.5e-12 | 0.00 | 0.01 | 0.28 | FALSE |
55 | The Cancer Genome Atlas | Lung Squamous Cell Carcinoma | LOC338799 | 0.04 | 0.04 | lasso | 2 | 0.04 | 4.2e-05 | 6.98 | -7.1 | 1.7e-12 | -0.04 | 0.01 | 0.98 | FALSE |
56 | The Cancer Genome Atlas | Pancreatic Adenocarcinoma | LOC338799 | 0.07 | 0.07 | enet | 10 | 0.05 | 4.3e-03 | 7.10 | -7.2 | 9.0e-13 | -0.04 | 0.01 | 0.84 | FALSE |
57 | The Cancer Genome Atlas | Pancreatic Adenocarcinoma | SPPL3 | 0.18 | 0.10 | enet | 11 | 0.15 | 9.1e-07 | 4.44 | 5.2 | 2.4e-07 | 0.00 | 0.01 | 0.99 | FALSE |
58 | The Cancer Genome Atlas | Prostate Adenocarcinoma | LOC338799 | 0.04 | 0.01 | blup | 29 | 0.03 | 6.4e-04 | -0.54 | -5.3 | 1.1e-07 | -0.04 | 0.01 | 0.77 | FALSE |
59 | The Cancer Genome Atlas | Stomach Adenocarcinoma | LOC338799 | 0.04 | 0.04 | enet | 7 | 0.03 | 4.2e-03 | 7.12 | -7.5 | 8.9e-14 | -0.05 | 0.01 | 0.95 | FALSE |
60 | The Cancer Genome Atlas | Thyroid Carcinoma | LOC338799 | 0.09 | 0.08 | blup | 29 | 0.08 | 1.5e-08 | 7.12 | -6.2 | 4.4e-10 | -0.03 | 0.01 | 0.99 | FALSE |
61 | The Cancer Genome Atlas | Thyroid Carcinoma | RHOF | 0.05 | 0.06 | lasso | 3 | 0.06 | 3.6e-06 | 7.03 | 7.5 | 8.5e-14 | 0.04 | 0.01 | 0.99 | FALSE |