Best TWAS P=2.49e-27 · Best GWAS P=1.6e-38 conditioned to NaN
# | 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 | RP11-418J17.1 | 0.32 | 0.40 | lasso | 7 | 0.39 | 4.9e-34 | 4.9 | -5.2 | 1.7e-07 | -0.60 | 1.00 | 0.00 | FALSE |
2 | GTEx | Artery Coronary | RP11-418J17.1 | 0.38 | 0.31 | lasso | 7 | 0.30 | 7.8e-11 | 6.5 | -6.4 | 1.2e-10 | -0.68 | 1.00 | 0.00 | FALSE |
3 | GTEx | Brain Caudate basal ganglia | WARS2 | 0.38 | 0.14 | lasso | 5 | 0.26 | 5.7e-08 | 6.5 | -5.5 | 4.3e-08 | -0.60 | 0.57 | 0.21 | FALSE |
4 | GTEx | Brain Caudate basal ganglia | RP11-418J17.1 | 0.25 | 0.26 | lasso | 8 | 0.25 | 7.1e-08 | 4.9 | -6.0 | 2.0e-09 | -0.61 | 0.77 | 0.04 | FALSE |
5 | GTEx | Brain Cerebellar Hemisphere | WARS2 | 0.51 | 0.32 | enet | 34 | 0.44 | 1.6e-12 | 1.4 | -5.4 | 6.3e-08 | -0.60 | 0.94 | 0.02 | FALSE |
6 | GTEx | Brain Cerebellar Hemisphere | RP11-418J17.1 | 0.48 | 0.38 | enet | 31 | 0.39 | 3.5e-11 | 4.9 | -5.9 | 4.0e-09 | -0.62 | 0.93 | 0.05 | FALSE |
7 | GTEx | Brain Cerebellum | RP11-418J17.1 | 0.45 | 0.34 | enet | 18 | 0.46 | 1.9e-15 | 5.0 | -7.4 | 1.7e-13 | -0.70 | 1.00 | 0.00 | TRUE |
8 | GTEx | Brain Cortex | WARS2 | 0.40 | 0.16 | enet | 31 | 0.34 | 3.6e-10 | 1.4 | -5.4 | 8.4e-08 | -0.61 | 0.36 | 0.50 | FALSE |
9 | GTEx | Brain Cortex | RP11-418J17.1 | 0.18 | 0.21 | lasso | 8 | 0.13 | 2.2e-04 | 4.9 | -5.4 | 6.6e-08 | -0.62 | 0.27 | 0.34 | FALSE |
10 | GTEx | Brain Hippocampus | WARS2 | 0.23 | 0.06 | lasso | 4 | 0.11 | 1.8e-03 | 8.3 | 5.6 | 1.8e-08 | -0.11 | 0.07 | 0.12 | FALSE |
11 | GTEx | Brain Hippocampus | RP11-418J17.1 | 0.33 | 0.18 | lasso | 8 | 0.08 | 8.0e-03 | 5.0 | -5.3 | 1.2e-07 | -0.58 | 0.12 | 0.06 | FALSE |
12 | GTEx | Brain Hypothalamus | WARS2 | 0.28 | 0.15 | enet | 13 | 0.25 | 1.1e-06 | 6.5 | -6.7 | 2.8e-11 | -0.66 | 0.26 | 0.30 | FALSE |
13 | GTEx | Brain Hypothalamus | RP11-418J17.1 | 0.40 | 0.31 | lasso | 8 | 0.34 | 8.4e-09 | 4.9 | -6.2 | 7.9e-10 | -0.60 | 0.64 | 0.04 | FALSE |
14 | GTEx | Brain Nucleus accumbens basal ganglia | RP11-418J17.1 | 0.25 | 0.07 | lasso | 4 | 0.12 | 3.6e-04 | 6.5 | -7.2 | 7.1e-13 | -0.69 | 0.36 | 0.14 | FALSE |
15 | GTEx | Brain Putamen basal ganglia | WARS2 | 0.44 | 0.23 | lasso | 4 | 0.35 | 3.3e-09 | 6.6 | -5.4 | 8.3e-08 | -0.61 | 0.31 | 0.32 | FALSE |
16 | GTEx | Brain Putamen basal ganglia | RP11-418J17.1 | 0.49 | 0.26 | lasso | 10 | 0.37 | 1.3e-09 | 5.0 | -6.5 | 6.1e-11 | -0.61 | 0.62 | 0.25 | TRUE |
17 | GTEx | Breast Mammary Tissue | RP11-418J17.1 | 0.42 | 0.38 | lasso | 6 | 0.38 | 1.1e-20 | 4.9 | -5.2 | 1.8e-07 | -0.57 | 1.00 | 0.00 | FALSE |
18 | GTEx | Breast Mammary Tissue (Male) | WARS2 | 0.34 | 0.16 | lasso | 2 | 0.22 | 8.3e-06 | 6.6 | -5.2 | 1.7e-07 | -0.61 | 0.20 | 0.10 | FALSE |
19 | GTEx | Breast Mammary Tissue (Male) | RP11-418J17.1 | 0.31 | 0.24 | lasso | 4 | 0.20 | 1.7e-05 | 5.0 | -5.9 | 4.4e-09 | -0.62 | 0.32 | 0.47 | FALSE |
20 | GTEx | Breast Mammary Tissue (Female) | WARS2 | 0.37 | 0.23 | lasso | 6 | 0.20 | 1.1e-06 | 6.6 | -6.9 | 4.1e-12 | -0.68 | 0.28 | 0.21 | FALSE |
21 | GTEx | Breast Mammary Tissue (Female) | RP11-418J17.1 | 0.27 | 0.28 | lasso | 9 | 0.24 | 6.7e-08 | 5.0 | -5.8 | 6.6e-09 | -0.56 | 0.92 | 0.01 | FALSE |
22 | GTEx | Cells EBV-transformed lymphocytes | WARS2 | 0.34 | 0.36 | lasso | 9 | 0.39 | 1.2e-13 | 6.6 | -7.3 | 2.3e-13 | -0.72 | 0.28 | 0.71 | FALSE |
23 | GTEx | Cells EBV-transformed lymphocytes | RP11-418J17.1 | 0.19 | 0.15 | lasso | 6 | 0.10 | 2.9e-04 | 6.5 | -6.3 | 2.2e-10 | -0.68 | 0.49 | 0.26 | FALSE |
24 | GTEx | Colon Transverse | WARS2 | 0.20 | 0.25 | lasso | 4 | 0.26 | 1.8e-12 | 6.6 | -6.3 | 3.0e-10 | -0.67 | 0.90 | 0.10 | FALSE |
25 | GTEx | Esophagus Gastroesophageal Junction | WARS2 | 0.36 | 0.12 | enet | 9 | 0.29 | 5.0e-11 | 1.4 | -7.2 | 8.4e-13 | -0.68 | 0.14 | 0.86 | TRUE |
26 | GTEx | Esophagus Mucosa | RP11-418J17.1 | 0.42 | 0.38 | lasso | 6 | 0.38 | 5.4e-27 | 4.9 | -5.5 | 2.8e-08 | -0.60 | 1.00 | 0.00 | TRUE |
27 | GTEx | Heart Left Ventricle | WARS2 | 0.14 | 0.15 | enet | 3 | 0.10 | 3.9e-06 | 6.6 | -5.3 | 1.3e-07 | -0.60 | 0.96 | 0.01 | FALSE |
28 | GTEx | Lung | WARS2 | 0.45 | 0.36 | lasso | 3 | 0.48 | 1.2e-41 | 6.6 | -5.3 | 1.2e-07 | -0.59 | 1.00 | 0.00 | FALSE |
29 | GTEx | Lung | RP11-418J17.1 | 0.38 | 0.39 | lasso | 13 | 0.40 | 6.1e-33 | 4.9 | -6.0 | 2.7e-09 | -0.65 | 1.00 | 0.00 | FALSE |
30 | GTEx | Nerve Tibial | WARS2 | 0.49 | 0.43 | lasso | 8 | 0.49 | 9.6e-39 | 6.6 | -7.0 | 2.2e-12 | -0.67 | 1.00 | 0.00 | FALSE |
31 | GTEx | Ovary | WARS2 | 0.27 | 0.11 | lasso | 3 | 0.18 | 3.2e-05 | 6.6 | -6.7 | 2.1e-11 | -0.67 | 0.12 | 0.32 | FALSE |
32 | GTEx | Pancreas | WARS2 | 0.33 | 0.14 | lasso | 8 | 0.28 | 3.8e-12 | 6.6 | -6.7 | 2.0e-11 | -0.63 | 0.87 | 0.13 | TRUE |
33 | GTEx | Pituitary | RP11-418J17.1 | 0.33 | 0.22 | enet | 15 | 0.22 | 3.6e-06 | 6.5 | -5.5 | 2.9e-08 | -0.63 | 0.72 | 0.02 | FALSE |
34 | GTEx | Prostate | WARS2 | 0.36 | 0.29 | lasso | 5 | 0.19 | 1.6e-05 | 6.6 | -5.2 | 2.6e-07 | -0.65 | 0.65 | 0.12 | FALSE |
35 | GTEx | Small Intestine Terminal Ileum | RP11-418J17.1 | 0.46 | 0.09 | enet | 12 | 0.00 | 3.9e-01 | 6.6 | -5.4 | 7.4e-08 | -0.60 | 0.15 | 0.24 | TRUE |
36 | GTEx | Spleen | RP11-418J17.1 | 0.45 | 0.36 | lasso | 15 | 0.38 | 1.3e-10 | 5.0 | -5.8 | 6.3e-09 | -0.64 | 0.87 | 0.12 | FALSE |
37 | GTEx | Testis | WARS2 | 0.25 | 0.17 | lasso | 3 | 0.17 | 4.3e-08 | 8.5 | 10.8 | 2.5e-27 | 0.64 | 0.49 | 0.46 | TRUE |
38 | GTEx | Vagina | RP11-418J17.1 | 0.24 | 0.10 | lasso | 9 | 0.13 | 8.5e-04 | 6.5 | -6.0 | 2.4e-09 | -0.61 | 0.31 | 0.11 | FALSE |
39 | ROSMAP | Brain Pre-frontal Cortex | RP11-418J17.1 | 0.19 | 0.23 | lasso | 10 | 0.23 | 4.4e-29 | 4.9 | -6.2 | 5.9e-10 | -0.66 | 1.00 | 0.00 | FALSE |
40 | The Cancer Genome Atlas | Bladder Urothelial Carcinoma | WARS2 | 0.10 | 0.08 | lasso | 5 | 0.12 | 2.0e-10 | 6.6 | -5.3 | 9.1e-08 | -0.63 | 0.95 | 0.05 | FALSE |
41 | The Cancer Genome Atlas | Cervical Squamous Cell Carcinoma | WARS2 | 0.13 | 0.14 | lasso | 6 | 0.12 | 1.9e-06 | 6.5 | -6.1 | 8.7e-10 | -0.67 | 0.27 | 0.72 | FALSE |
42 | The Cancer Genome Atlas | Colon Adenocarcinoma | WARS2 | 0.31 | 0.34 | enet | 15 | 0.38 | 1.5e-23 | 6.5 | -6.7 | 2.6e-11 | -0.66 | 1.00 | 0.00 | FALSE |
43 | The Cancer Genome Atlas | Brain Lower Grade Glioma | WARS2 | 0.40 | 0.38 | enet | 20 | 0.50 | 2.4e-65 | 1.4 | -5.7 | 9.5e-09 | -0.60 | 1.00 | 0.00 | FALSE |
44 | The Cancer Genome Atlas | Liver Hepatocellular Carcinoma | WARS2 | 0.12 | 0.04 | blup | 73 | 0.06 | 5.6e-04 | 6.5 | -5.6 | 1.7e-08 | -0.60 | 0.13 | 0.62 | FALSE |
45 | The Cancer Genome Atlas | Lung Squamous Cell Carcinoma | WARS2 | 0.13 | 0.12 | lasso | 3 | 0.14 | 4.8e-16 | 6.5 | -5.3 | 1.3e-07 | -0.62 | 1.00 | 0.00 | FALSE |
46 | The Cancer Genome Atlas | Skin Cutaneous Melanoma | WARS2 | 0.30 | 0.12 | blup | 73 | 0.29 | 2.3e-08 | 1.4 | -5.6 | 1.8e-08 | -0.59 | 0.10 | 0.83 | FALSE |