Best TWAS P=4.39e-16 · Best GWAS P=6.94e-16 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 | ANKRD27 | 0.23 | 0.02 | enet | 23 | 0.13 | 1.3e-10 | -3.4 | -7.2 | 6.9e-13 | -0.53 | 0.06 | 0.91 | FALSE |
2 | GTEx | Adipose Subcutaneous | NUDT19 | 0.15 | 0.20 | enet | 6 | 0.20 | 6.6e-16 | 5.5 | -5.5 | 3.6e-08 | -0.31 | 1.00 | 0.00 | TRUE |
3 | GTEx | Adipose Visceral Omentum | ANKRD27 | 0.16 | 0.02 | lasso | 7 | 0.06 | 2.8e-04 | 4.3 | -6.8 | 8.1e-12 | -0.77 | 0.03 | 0.96 | FALSE |
4 | GTEx | Adrenal Gland | NUDT19 | 0.34 | 0.24 | lasso | 5 | 0.20 | 7.2e-08 | 5.4 | -6.0 | 2.4e-09 | -0.27 | 0.96 | 0.00 | TRUE |
5 | GTEx | Artery Aorta | ANKRD27 | 0.23 | 0.05 | enet | 33 | 0.06 | 2.6e-04 | -3.4 | -5.6 | 2.5e-08 | -0.37 | 0.08 | 0.86 | FALSE |
6 | GTEx | Artery Coronary | NUDT19 | 0.30 | 0.22 | lasso | 5 | 0.20 | 2.0e-07 | 5.4 | -5.2 | 2.1e-07 | -0.35 | 0.87 | 0.03 | FALSE |
7 | GTEx | Artery Tibial | ANKRD27 | 0.47 | 0.19 | enet | 42 | 0.30 | 1.6e-23 | -3.4 | -7.3 | 2.9e-13 | -0.45 | 0.99 | 0.01 | FALSE |
8 | GTEx | Brain Caudate basal ganglia | ANKRD27 | 0.24 | 0.17 | enet | 12 | 0.21 | 1.0e-06 | 6.5 | -5.9 | 3.5e-09 | -0.85 | 0.07 | 0.91 | FALSE |
9 | GTEx | Brain Caudate basal ganglia | RHPN2 | 0.20 | -0.01 | enet | 18 | 0.03 | 4.8e-02 | 1.3 | -5.5 | 3.0e-08 | -0.51 | 0.07 | 0.21 | FALSE |
10 | GTEx | Brain Cortex | ANKRD27 | 0.32 | 0.25 | enet | 23 | 0.28 | 1.6e-08 | 6.6 | -6.0 | 2.0e-09 | -0.76 | 0.05 | 0.93 | FALSE |
11 | GTEx | Brain Frontal Cortex BA9 | ANKRD27 | 0.35 | 0.41 | lasso | 9 | 0.37 | 9.3e-11 | 7.8 | -7.9 | 3.9e-15 | -0.93 | 0.01 | 0.99 | FALSE |
12 | GTEx | Brain Frontal Cortex BA9 | NUDT19 | 0.18 | 0.06 | enet | 25 | 0.12 | 5.0e-04 | 7.8 | -7.0 | 3.6e-12 | -0.63 | 0.03 | 0.89 | FALSE |
13 | GTEx | Brain Hippocampus | RHPN2 | 0.22 | -0.01 | enet | 9 | 0.00 | 3.3e-01 | -1.4 | -6.1 | 1.2e-09 | -0.50 | 0.04 | 0.41 | FALSE |
14 | GTEx | Brain Hippocampus | NUDT19 | 0.24 | 0.06 | enet | 16 | 0.13 | 5.9e-04 | 4.7 | -5.3 | 1.5e-07 | -0.62 | 0.05 | 0.74 | FALSE |
15 | GTEx | Brain Nucleus accumbens basal ganglia | ANKRD27 | 0.25 | 0.25 | lasso | 3 | 0.24 | 4.9e-07 | 7.8 | -7.6 | 2.3e-14 | -0.91 | 0.02 | 0.97 | FALSE |
16 | GTEx | Brain Putamen basal ganglia | ANKRD27 | 0.24 | 0.26 | enet | 16 | 0.18 | 3.9e-05 | 7.8 | -7.5 | 5.0e-14 | -0.87 | 0.02 | 0.96 | FALSE |
17 | GTEx | Breast Mammary Tissue | ANKRD27 | 0.13 | 0.10 | lasso | 3 | 0.07 | 1.5e-04 | 7.8 | -7.8 | 6.0e-15 | -0.93 | 0.01 | 0.97 | FALSE |
18 | GTEx | Breast Mammary Tissue | C19orf40 | 0.23 | 0.00 | enet | 14 | 0.04 | 4.1e-03 | -1.6 | -5.5 | 3.0e-08 | -0.32 | 0.17 | 0.19 | FALSE |
19 | GTEx | Breast Mammary Tissue | NUDT19 | 0.16 | 0.14 | lasso | 8 | 0.09 | 2.5e-05 | 5.5 | -5.3 | 1.4e-07 | -0.28 | 0.88 | 0.02 | FALSE |
20 | GTEx | Cells Transformed fibroblasts | ANKRD27 | 0.21 | 0.08 | lasso | 6 | 0.08 | 7.0e-07 | -3.4 | -6.1 | 9.3e-10 | -0.33 | 0.52 | 0.43 | FALSE |
21 | GTEx | Cells Transformed fibroblasts | NUDT19 | 0.25 | 0.25 | lasso | 4 | 0.26 | 1.5e-19 | 5.5 | -6.1 | 1.3e-09 | -0.32 | 1.00 | 0.00 | FALSE |
22 | GTEx | Colon Transverse | NUDT19 | 0.46 | 0.25 | enet | 14 | 0.26 | 1.1e-12 | 4.7 | -5.9 | 3.9e-09 | -0.26 | 1.00 | 0.00 | FALSE |
23 | GTEx | Esophagus Gastroesophageal Junction | NUDT19 | 0.22 | 0.28 | lasso | 3 | 0.26 | 7.5e-10 | 5.4 | -5.3 | 1.1e-07 | -0.31 | 0.99 | 0.01 | FALSE |
24 | GTEx | Esophagus Muscularis | ANKRD27 | 0.28 | 0.02 | lasso | 12 | 0.06 | 9.5e-05 | -3.2 | -5.9 | 3.8e-09 | -0.46 | 0.04 | 0.88 | FALSE |
25 | GTEx | Heart Atrial Appendage | NUDT19 | 0.29 | 0.21 | lasso | 5 | 0.21 | 6.3e-10 | 5.4 | -5.3 | 8.6e-08 | -0.31 | 1.00 | 0.00 | FALSE |
26 | GTEx | Heart Left Ventricle | PDCD5 | 0.18 | 0.01 | enet | 43 | 0.07 | 1.6e-04 | 1.8 | 6.5 | 5.6e-11 | 0.00 | 0.09 | 0.04 | TRUE |
27 | GTEx | Liver | NUDT19 | 0.42 | 0.25 | lasso | 9 | 0.25 | 1.2e-07 | 5.3 | -6.0 | 2.0e-09 | -0.30 | 0.68 | 0.03 | FALSE |
28 | GTEx | Lung | NUDT19 | 0.22 | 0.23 | lasso | 5 | 0.23 | 1.0e-17 | 5.4 | -5.2 | 2.4e-07 | -0.31 | 1.00 | 0.00 | FALSE |
29 | GTEx | Muscle Skeletal | PDCD5 | 0.15 | 0.11 | lasso | 6 | 0.14 | 1.6e-13 | -7.1 | 7.7 | 1.5e-14 | 0.21 | 0.79 | 0.21 | FALSE |
30 | GTEx | Muscle Skeletal | NUDT19 | 0.17 | 0.15 | lasso | 5 | 0.15 | 1.2e-14 | 5.4 | -5.7 | 9.2e-09 | -0.30 | 1.00 | 0.00 | FALSE |
31 | GTEx | Nerve Tibial | C19orf40 | 0.22 | 0.05 | lasso | 8 | 0.07 | 1.4e-05 | 4.0 | -6.2 | 6.4e-10 | -0.39 | 0.18 | 0.56 | FALSE |
32 | GTEx | Nerve Tibial | NUDT19 | 0.23 | 0.19 | enet | 20 | 0.18 | 3.8e-13 | 5.5 | -5.9 | 3.4e-09 | -0.27 | 1.00 | 0.00 | FALSE |
33 | GTEx | Pancreas | NUDT19 | 0.15 | 0.15 | lasso | 4 | 0.13 | 5.9e-06 | 5.5 | -5.5 | 3.4e-08 | -0.32 | 0.66 | 0.05 | FALSE |
34 | GTEx | Skin Not Sun Exposed Suprapubic | NUDT19 | 0.15 | 0.11 | lasso | 3 | 0.12 | 3.1e-07 | 5.4 | -5.3 | 1.1e-07 | -0.31 | 0.97 | 0.00 | FALSE |
35 | GTEx | Skin Sun Exposed Lower leg | ANKRD27 | 0.11 | 0.01 | enet | 16 | 0.02 | 1.4e-02 | -6.1 | -7.3 | 3.6e-13 | -0.31 | 0.10 | 0.46 | FALSE |
36 | GTEx | Skin Sun Exposed Lower leg | NUDT19 | 0.22 | 0.24 | enet | 7 | 0.26 | 1.2e-21 | 5.5 | -5.3 | 9.3e-08 | -0.31 | 1.00 | 0.00 | FALSE |
37 | GTEx | Spleen | ANKRD27 | 0.43 | 0.06 | enet | 16 | 0.19 | 1.3e-05 | -2.1 | -6.0 | 2.1e-09 | -0.50 | 0.06 | 0.80 | TRUE |
38 | GTEx | Spleen | NUDT19 | 0.49 | 0.47 | lasso | 3 | 0.43 | 2.2e-12 | 5.5 | -5.5 | 3.2e-08 | -0.31 | 0.98 | 0.02 | FALSE |
39 | GTEx | Testis | NUDT19 | 0.28 | 0.28 | lasso | 4 | 0.26 | 7.7e-12 | 5.3 | -5.6 | 2.2e-08 | -0.33 | 1.00 | 0.00 | FALSE |
40 | GTEx | Thyroid | ANKRD27 | 0.15 | 0.01 | enet | 17 | 0.08 | 1.1e-06 | 7.8 | -8.1 | 4.4e-16 | -0.63 | 0.01 | 0.98 | TRUE |
41 | GTEx | Thyroid | NUDT19 | 0.20 | 0.19 | lasso | 4 | 0.20 | 3.5e-15 | 5.5 | -5.7 | 1.2e-08 | -0.30 | 1.00 | 0.00 | FALSE |
42 | NTR | Blood | ANKRD27 | 0.07 | 0.08 | bslmm | 425 | 0.08 | 2.0e-25 | 7.8 | 5.7 | 1.3e-08 | 0.91 | 0.01 | 0.99 | FALSE |
43 | YFS | Blood | PDCD5 | 0.11 | 0.04 | bslmm | 389 | 0.09 | 8.3e-27 | -7.1 | 5.2 | 1.9e-07 | 0.12 | 0.86 | 0.14 | FALSE |
44 | The Cancer Genome Atlas | Cervical Squamous Cell Carcinoma | CEBPA | 0.14 | 0.00 | blup | 39 | 0.07 | 1.6e-04 | -0.8 | 6.5 | 7.9e-11 | -0.04 | 0.01 | 0.21 | TRUE |
45 | The Cancer Genome Atlas | Esophageal Carcinoma | PDCD5 | 0.25 | -0.01 | blup | 59 | 0.05 | 1.2e-02 | 6.4 | 5.3 | 8.6e-08 | 0.31 | 0.01 | 0.13 | TRUE |
46 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | ANKRD27 | 0.15 | 0.03 | blup | 77 | 0.08 | 1.8e-09 | -3.2 | -7.4 | 1.2e-13 | -0.51 | 0.02 | 0.97 | FALSE |
47 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | NUDT19 | 0.10 | 0.09 | lasso | 2 | 0.10 | 2.3e-11 | 5.5 | -5.4 | 5.3e-08 | -0.31 | 0.00 | 1.00 | FALSE |
48 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | SLC7A9 | 0.17 | 0.07 | blup | 59 | 0.13 | 1.1e-14 | 5.0 | 6.3 | 3.4e-10 | 0.23 | 0.01 | 0.99 | FALSE |
49 | The Cancer Genome Atlas | Kidney Renal Papillary Cell Carcinoma | NUDT19 | 0.13 | 0.08 | blup | 33 | 0.07 | 1.0e-04 | 5.4 | -5.6 | 2.2e-08 | -0.42 | 0.00 | 0.99 | TRUE |
50 | The Cancer Genome Atlas | Brain Lower Grade Glioma | ANKRD27 | 0.15 | 0.04 | enet | 8 | 0.09 | 2.7e-10 | -3.4 | -6.6 | 4.4e-11 | -0.46 | 0.28 | 0.70 | FALSE |
51 | The Cancer Genome Atlas | Lung Adenocarcinoma | NUDT19 | 0.03 | 0.03 | lasso | 1 | 0.03 | 6.4e-05 | 5.5 | -5.5 | 3.2e-08 | -0.31 | 0.00 | 0.99 | FALSE |
52 | The Cancer Genome Atlas | Testicular Germ Cell Tumors | ANKRD27 | 0.18 | 0.01 | lasso | 11 | 0.03 | 2.5e-02 | 5.4 | -7.6 | 2.4e-14 | -0.62 | 0.01 | 0.45 | FALSE |
53 | The Cancer Genome Atlas | Thyroid Carcinoma | ANKRD27 | 0.06 | 0.01 | blup | 77 | 0.03 | 5.1e-04 | 7.8 | -7.9 | 3.3e-15 | -0.68 | 0.02 | 0.93 | FALSE |