Best TWAS P=1.32e-32 · Best GWAS P=4.95e-29 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 | GTEx | Adipose Subcutaneous | WAC-AS1 | 0.39 | 0.46 | lasso | 5 | 0.45 | 1.1e-40 | 9.7 | 9.0 | 1.6e-19 | 0.91 | 1.00 | 0.00 | FALSE |
2 | GTEx | Adipose Visceral Omentum | WAC-AS1 | 0.21 | 0.17 | enet | 16 | 0.18 | 2.0e-09 | 9.6 | 8.8 | 1.7e-18 | 0.88 | 0.04 | 0.96 | FALSE |
3 | GTEx | Adrenal Gland | WAC-AS1 | 0.28 | 0.19 | lasso | 4 | 0.14 | 7.2e-06 | 9.7 | 9.5 | 1.8e-21 | 0.91 | 0.07 | 0.91 | FALSE |
4 | GTEx | Artery Aorta | ARHGAP12 | 0.14 | 0.03 | lasso | 5 | 0.05 | 1.2e-03 | -3.5 | -5.7 | 1.0e-08 | 0.00 | 0.02 | 0.79 | FALSE |
5 | GTEx | Artery Aorta | WAC-AS1 | 0.39 | 0.38 | lasso | 6 | 0.38 | 3.1e-22 | 9.7 | 8.8 | 1.4e-18 | 0.90 | 0.98 | 0.02 | FALSE |
6 | GTEx | Artery Coronary | WAC-AS1 | 0.41 | 0.21 | lasso | 6 | 0.19 | 4.0e-07 | 9.7 | 9.8 | 1.0e-22 | 0.90 | 0.15 | 0.84 | FALSE |
7 | GTEx | Artery Tibial | WAC | 0.10 | 0.00 | enet | 32 | 0.00 | 5.6e-01 | -7.9 | -5.3 | 9.0e-08 | -0.37 | 0.08 | 0.15 | FALSE |
8 | GTEx | Artery Tibial | WAC-AS1 | 0.44 | 0.43 | lasso | 4 | 0.44 | 4.0e-37 | 9.7 | 8.9 | 3.6e-19 | 0.90 | 1.00 | 0.00 | FALSE |
9 | GTEx | Brain Hippocampus | WAC-AS1 | 0.29 | 0.01 | enet | 10 | -0.01 | 8.5e-01 | 9.8 | 9.6 | 1.1e-21 | 0.81 | 0.04 | 0.56 | FALSE |
10 | GTEx | Brain Nucleus accumbens basal ganglia | WAC-AS1 | 0.38 | 0.07 | enet | 11 | 0.08 | 4.3e-03 | 9.7 | 6.1 | 9.4e-10 | 0.74 | 0.05 | 0.71 | FALSE |
11 | GTEx | Breast Mammary Tissue | WAC-AS1 | 0.29 | 0.32 | lasso | 2 | 0.31 | 2.1e-16 | 9.7 | 9.7 | 2.8e-22 | 0.91 | 0.40 | 0.60 | FALSE |
12 | GTEx | Breast Mammary Tissue (Female) | WAC-AS1 | 0.30 | 0.30 | enet | 13 | 0.33 | 1.7e-10 | 9.7 | 8.6 | 6.4e-18 | 0.91 | 0.18 | 0.82 | FALSE |
13 | GTEx | Cells EBV-transformed lymphocytes | KIF5B | 0.17 | 0.10 | lasso | 6 | 0.05 | 1.0e-02 | -5.9 | -6.3 | 2.9e-10 | -0.04 | 0.07 | 0.44 | TRUE |
14 | GTEx | Cells EBV-transformed lymphocytes | WAC-AS1 | 0.45 | 0.36 | enet | 12 | 0.41 | 1.1e-14 | 9.7 | 8.4 | 6.4e-17 | 0.85 | 0.07 | 0.93 | FALSE |
15 | GTEx | Cells Transformed fibroblasts | KIAA1462 | 0.36 | 0.26 | lasso | 6 | 0.25 | 1.6e-18 | -6.7 | -6.7 | 2.9e-11 | -0.01 | 0.02 | 0.98 | TRUE |
16 | GTEx | Cells Transformed fibroblasts | WAC-AS1 | 0.58 | 0.62 | lasso | 12 | 0.64 | 9.7e-62 | 9.7 | 9.5 | 2.8e-21 | 0.92 | 0.97 | 0.03 | FALSE |
17 | GTEx | Colon Sigmoid | WAC-AS1 | 0.36 | 0.23 | lasso | 9 | 0.22 | 2.6e-08 | 9.7 | 9.1 | 7.0e-20 | 0.88 | 0.39 | 0.60 | FALSE |
18 | GTEx | Colon Transverse | WAC-AS1 | 0.36 | 0.17 | enet | 16 | 0.31 | 3.6e-15 | 6.6 | 7.2 | 5.9e-13 | 0.76 | 0.20 | 0.80 | FALSE |
19 | GTEx | Esophagus Gastroesophageal Junction | WAC-AS1 | 0.37 | 0.16 | lasso | 6 | 0.20 | 9.1e-08 | 11.2 | 9.6 | 5.2e-22 | 0.91 | 0.02 | 0.98 | FALSE |
20 | GTEx | Esophagus Mucosa | WAC-AS1 | 0.52 | 0.44 | lasso | 16 | 0.51 | 1.2e-38 | 9.7 | 7.9 | 2.4e-15 | 0.86 | 0.72 | 0.28 | FALSE |
21 | GTEx | Esophagus Muscularis | WAC-AS1 | 0.37 | 0.29 | enet | 32 | 0.38 | 5.5e-24 | 9.7 | 7.6 | 2.7e-14 | 0.80 | 0.09 | 0.91 | FALSE |
22 | GTEx | Heart Atrial Appendage | WAC-AS1 | 0.18 | 0.12 | enet | 6 | 0.15 | 2.5e-07 | 9.7 | 9.2 | 2.5e-20 | 0.85 | 0.20 | 0.79 | FALSE |
23 | GTEx | Heart Left Ventricle | WAC-AS1 | 0.39 | 0.08 | lasso | 8 | 0.20 | 1.3e-10 | 6.6 | 5.9 | 3.4e-09 | 0.67 | 0.12 | 0.88 | FALSE |
24 | GTEx | Liver | WAC-AS1 | 0.37 | 0.34 | lasso | 3 | 0.34 | 3.1e-10 | 9.7 | 9.7 | 2.7e-22 | 0.90 | 0.08 | 0.92 | FALSE |
25 | GTEx | Lung | WAC-AS1 | 0.32 | 0.13 | enet | 26 | 0.24 | 4.7e-18 | 9.7 | 8.6 | 1.2e-17 | 0.86 | 0.03 | 0.97 | FALSE |
26 | GTEx | Muscle Skeletal | WAC-AS1 | 0.29 | 0.15 | enet | 26 | 0.22 | 8.7e-21 | 6.6 | 5.4 | 5.8e-08 | 0.70 | 0.59 | 0.41 | FALSE |
27 | GTEx | Nerve Tibial | WAC-AS1 | 0.45 | 0.55 | lasso | 5 | 0.56 | 1.4e-46 | 9.7 | 9.4 | 3.5e-21 | 0.92 | 1.00 | 0.00 | FALSE |
28 | GTEx | Pancreas | WAC-AS1 | 0.45 | 0.33 | lasso | 8 | 0.34 | 6.4e-15 | 9.6 | 9.3 | 1.7e-20 | 0.92 | 0.08 | 0.92 | FALSE |
29 | GTEx | Skin Not Sun Exposed Suprapubic | KIF5B | 0.15 | 0.03 | enet | 12 | 0.05 | 6.5e-04 | -3.2 | -5.3 | 1.5e-07 | 0.08 | 0.28 | 0.04 | FALSE |
30 | GTEx | Skin Not Sun Exposed Suprapubic | WAC-AS1 | 0.48 | 0.48 | enet | 37 | 0.56 | 6.1e-37 | 9.7 | 7.9 | 3.2e-15 | 0.86 | 0.44 | 0.56 | FALSE |
31 | GTEx | Skin Sun Exposed Lower leg | WAC-AS1 | 0.34 | 0.39 | enet | 21 | 0.45 | 7.7e-41 | 9.7 | 7.5 | 9.0e-14 | 0.86 | 1.00 | 0.00 | FALSE |
32 | GTEx | Stomach | WAC-AS1 | 0.39 | 0.31 | lasso | 8 | 0.33 | 1.1e-16 | 9.7 | 8.7 | 2.8e-18 | 0.89 | 0.06 | 0.94 | FALSE |
33 | GTEx | Testis | WAC | 0.23 | 0.05 | enet | 11 | 0.09 | 1.3e-04 | -4.4 | -6.5 | 1.1e-10 | -0.30 | 0.60 | 0.02 | FALSE |
34 | GTEx | Testis | WAC-AS1 | 0.45 | 0.47 | lasso | 3 | 0.48 | 4.3e-24 | 9.7 | 9.7 | 2.2e-22 | 0.91 | 0.98 | 0.02 | FALSE |
35 | GTEx | Thyroid | WAC-AS1 | 0.21 | 0.13 | enet | 12 | 0.20 | 1.6e-15 | 9.7 | 7.0 | 2.9e-12 | 0.86 | 0.32 | 0.68 | FALSE |
36 | GTEx | Vagina | WAC-AS1 | 0.55 | 0.25 | lasso | 5 | 0.22 | 1.0e-05 | 9.7 | 10.7 | 1.0e-26 | 0.85 | 0.05 | 0.92 | FALSE |
37 | METSIM | Adipose | ARHGAP12 | 0.04 | 0.03 | lasso | 2 | 0.02 | 2.6e-04 | 5.5 | -5.4 | 5.3e-08 | 0.04 | 0.31 | 0.06 | FALSE |
38 | METSIM | Adipose | MKX | 0.08 | 0.10 | lasso | 5 | 0.09 | 2.4e-13 | 6.9 | -7.0 | 3.6e-12 | -0.04 | 1.00 | 0.00 | TRUE |
39 | ROSMAP | Brain Pre-frontal Cortex | BAMBI | 0.07 | 0.05 | lasso | 3 | 0.04 | 2.8e-06 | 5.7 | 6.2 | 5.2e-10 | 0.54 | 0.93 | 0.04 | FALSE |
40 | ROSMAP | Brain Pre-frontal Cortex | WAC | 0.21 | 0.29 | lasso | 5 | 0.29 | 5.9e-37 | 11.1 | 11.4 | 5.1e-30 | 0.99 | 0.01 | 0.99 | FALSE |
41 | ROSMAP | Brain Pre-frontal Cortex | KIF5B | 0.06 | 0.02 | lasso | 2 | 0.03 | 5.6e-05 | -3.9 | 5.2 | 2.5e-07 | 0.00 | 0.21 | 0.22 | FALSE |
42 | ROSMAP | Brain Pre-frontal Cortex | WAC-AS1 | 0.39 | 0.35 | bslmm | 570 | 0.49 | 1.8e-72 | 6.6 | 5.9 | 3.6e-09 | 0.68 | 1.00 | 0.00 | FALSE |
43 | YFS | Blood | WAC | 0.06 | 0.08 | bslmm | 649 | 0.08 | 2.2e-24 | 11.0 | -10.9 | 1.5e-27 | -0.99 | 0.01 | 0.99 | FALSE |
44 | The Cancer Genome Atlas | Head and Neck Squamous Cell Carcinoma | ZNF438 | 0.10 | 0.04 | lasso | 5 | 0.04 | 5.9e-05 | 3.1 | 5.1 | 3.1e-07 | 0.01 | 0.25 | 0.28 | FALSE |
45 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | ZNF438 | 0.04 | 0.02 | lasso | 5 | 0.03 | 6.8e-04 | -6.5 | 6.6 | 5.3e-11 | -0.01 | 0.07 | 0.60 | TRUE |
46 | The Cancer Genome Atlas | Brain Lower Grade Glioma | ZNF438 | 0.09 | 0.03 | enet | 10 | 0.03 | 7.1e-05 | 2.0 | 5.2 | 2.0e-07 | -0.01 | 0.52 | 0.06 | FALSE |
47 | The Cancer Genome Atlas | Lung Adenocarcinoma | ZNF438 | 0.07 | 0.03 | lasso | 5 | 0.04 | 1.9e-05 | 4.1 | 6.3 | 2.1e-10 | 0.01 | 0.01 | 0.99 | FALSE |
48 | The Cancer Genome Atlas | Pheochromocytoma and Paraganglioma | WAC | 0.11 | 0.04 | blup | 83 | 0.07 | 1.3e-03 | 11.2 | 8.8 | 1.1e-18 | 0.91 | 0.01 | 0.87 | FALSE |
49 | The Cancer Genome Atlas | Prostate Adenocarcinoma | WAC | 0.07 | 0.02 | blup | 83 | 0.06 | 8.7e-07 | 1.5 | 7.8 | 8.1e-15 | 0.76 | 0.04 | 0.95 | FALSE |
50 | The Cancer Genome Atlas | Thyroid Carcinoma | WAC | 0.06 | 0.04 | lasso | 3 | 0.03 | 4.2e-04 | 11.1 | 11.9 | 1.3e-32 | 0.98 | 0.01 | 0.94 | TRUE |