Best TWAS P=5.63e-30 · Best GWAS P=5.42e-43 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 | CommonMind | Brain Pre-frontal Cortex | CCDC158 | 0.26 | 0.15 | lasso | 6 | 0.20 | 1.8e-24 | -7.2 | -9.8 | 1.4e-22 | -0.60 | 1.00 | 0.00 | FALSE |
2 | GTEx | Brain Cerebellar Hemisphere | FAM47E | 0.29 | 0.17 | lasso | 4 | 0.19 | 1.2e-05 | -4.0 | -6.4 | 2.0e-10 | -0.39 | 0.34 | 0.05 | TRUE |
3 | GTEx | Brain Cerebellum | FAM47E | 0.25 | 0.17 | lasso | 7 | 0.17 | 9.2e-06 | -4.0 | -6.1 | 1.0e-09 | -0.37 | 0.31 | 0.20 | FALSE |
4 | GTEx | Brain Cortex | FAM47E | 0.36 | 0.13 | lasso | 8 | 0.13 | 2.0e-04 | 7.5 | -6.4 | 1.3e-10 | -0.39 | 0.30 | 0.11 | FALSE |
5 | GTEx | Brain Hippocampus | FAM47E | 0.33 | 0.25 | enet | 6 | 0.25 | 1.2e-06 | -4.6 | -6.6 | 3.9e-11 | -0.30 | 0.21 | 0.08 | FALSE |
6 | GTEx | Brain Putamen basal ganglia | FAM47E | 0.28 | 0.16 | lasso | 8 | 0.13 | 6.3e-04 | 7.5 | -8.4 | 6.0e-17 | -0.55 | 0.17 | 0.26 | FALSE |
7 | GTEx | Breast Mammary Tissue (Female) | FAM47E | 0.35 | 0.03 | lasso | 7 | 0.09 | 1.3e-03 | -4.0 | -7.1 | 1.5e-12 | -0.39 | 0.11 | 0.28 | FALSE |
8 | GTEx | Cells Transformed fibroblasts | FAM47E-STBD1 | 0.09 | 0.04 | lasso | 3 | 0.04 | 5.9e-04 | -7.9 | 9.0 | 2.0e-19 | 0.52 | 0.60 | 0.04 | FALSE |
9 | GTEx | Esophagus Mucosa | FAM47E-STBD1 | 0.11 | 0.10 | lasso | 6 | 0.09 | 1.2e-06 | 10.4 | 10.4 | 1.9e-25 | 0.69 | 0.86 | 0.07 | FALSE |
10 | GTEx | Esophagus Muscularis | FAM47E-STBD1 | 0.11 | 0.06 | lasso | 2 | 0.08 | 1.6e-05 | -7.8 | 9.8 | 1.1e-22 | 0.59 | 0.74 | 0.20 | FALSE |
11 | GTEx | Liver | FAM47E | 0.30 | 0.08 | lasso | 8 | 0.12 | 3.1e-04 | -4.0 | -6.1 | 1.4e-09 | -0.38 | 0.13 | 0.14 | TRUE |
12 | GTEx | Lung | FAM47E | 0.25 | 0.09 | lasso | 3 | 0.09 | 2.3e-07 | 7.5 | -8.0 | 1.1e-15 | -0.61 | 0.67 | 0.33 | FALSE |
13 | GTEx | Nerve Tibial | FAM47E-STBD1 | 0.10 | 0.03 | enet | 19 | 0.06 | 3.4e-05 | 10.3 | 7.7 | 1.8e-14 | 0.46 | 0.51 | 0.38 | FALSE |
14 | GTEx | Nerve Tibial | FAM47E | 0.14 | 0.14 | lasso | 3 | 0.12 | 9.1e-09 | 7.6 | -7.5 | 8.3e-14 | -0.52 | 1.00 | 0.00 | FALSE |
15 | GTEx | Pancreas | FAM47E | 0.37 | 0.27 | lasso | 7 | 0.27 | 6.7e-12 | 7.5 | -7.2 | 5.1e-13 | -0.52 | 1.00 | 0.00 | FALSE |
16 | GTEx | Pituitary | FAM47E | 0.50 | 0.38 | lasso | 10 | 0.34 | 3.3e-09 | 7.6 | -8.1 | 6.7e-16 | -0.57 | 0.70 | 0.27 | FALSE |
17 | GTEx | Prostate | FAM47E | 0.32 | 0.29 | lasso | 7 | 0.29 | 6.5e-08 | 7.4 | -7.5 | 5.5e-14 | -0.54 | 0.76 | 0.04 | FALSE |
18 | GTEx | Skin Not Sun Exposed Suprapubic | FAM47E | 0.16 | 0.03 | lasso | 1 | 0.02 | 2.0e-02 | 7.6 | -7.6 | 3.6e-14 | -0.53 | 0.21 | 0.10 | FALSE |
19 | GTEx | Skin Sun Exposed Lower leg | FAM47E | 0.14 | 0.07 | lasso | 5 | 0.08 | 3.0e-07 | 7.6 | -6.6 | 3.8e-11 | -0.39 | 0.99 | 0.00 | FALSE |
20 | GTEx | Stomach | FAM47E-STBD1 | 0.13 | 0.04 | lasso | 2 | 0.04 | 4.6e-03 | -7.9 | 7.7 | 1.0e-14 | 0.41 | 0.26 | 0.16 | FALSE |
21 | GTEx | Stomach | FAM47E | 0.39 | 0.18 | lasso | 10 | 0.20 | 8.9e-10 | 7.5 | -7.5 | 5.0e-14 | -0.49 | 1.00 | 0.00 | FALSE |
22 | GTEx | Testis | FAM47E-STBD1 | 0.38 | 0.36 | lasso | 6 | 0.33 | 1.9e-15 | -6.0 | -5.8 | 8.2e-09 | -0.37 | 1.00 | 0.00 | TRUE |
23 | GTEx | Thyroid | FAM47E-STBD1 | 0.13 | 0.11 | lasso | 4 | 0.09 | 2.0e-07 | 10.3 | 10.3 | 4.3e-25 | 0.67 | 0.99 | 0.01 | FALSE |
24 | GTEx | Thyroid | FAM47E | 0.28 | 0.22 | lasso | 5 | 0.24 | 5.8e-18 | 7.5 | -7.8 | 9.4e-15 | -0.53 | 1.00 | 0.00 | TRUE |
25 | ROSMAP | Brain Pre-frontal Cortex | CCDC158 | 0.13 | 0.10 | lasso | 4 | 0.13 | 2.1e-16 | -7.2 | -9.1 | 7.3e-20 | -0.55 | 1.00 | 0.00 | FALSE |
26 | YFS | Blood | SDAD1 | 0.02 | 0.00 | blup | 467 | 0.02 | 1.5e-06 | -1.6 | 5.7 | 9.8e-09 | 0.39 | 0.52 | 0.36 | FALSE |
27 | The Cancer Genome Atlas | Breast Invasive Carcinoma | FAM47E | 0.06 | 0.07 | lasso | 6 | 0.07 | 1.5e-14 | 7.5 | -7.9 | 3.7e-15 | -0.53 | 1.00 | 0.00 | FALSE |
28 | The Cancer Genome Atlas | Glioblastoma Multiforme | FAM47E | 0.18 | 0.14 | enet | 9 | 0.13 | 1.1e-04 | 7.4 | -7.4 | 9.8e-14 | -0.50 | 0.25 | 0.06 | FALSE |
29 | The Cancer Genome Atlas | Head and Neck Squamous Cell Carcinoma | STBD1 | 0.09 | 0.04 | blup | 81 | 0.09 | 7.5e-10 | -4.2 | 7.7 | 2.0e-14 | 0.53 | 0.19 | 0.81 | TRUE |
30 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | FAM47E | 0.07 | 0.06 | lasso | 4 | 0.07 | 2.2e-08 | 7.4 | -6.4 | 1.9e-10 | -0.38 | 1.00 | 0.00 | FALSE |
31 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | STBD1 | 0.07 | 0.05 | lasso | 5 | 0.04 | 1.7e-05 | -7.9 | 7.8 | 8.3e-15 | 0.44 | 0.45 | 0.47 | FALSE |
32 | The Cancer Genome Atlas | Kidney Renal Papillary Cell Carcinoma | FAM47E | 0.14 | 0.15 | enet | 11 | 0.14 | 1.9e-08 | 7.6 | -7.9 | 2.5e-15 | -0.50 | 1.00 | 0.00 | FALSE |
33 | The Cancer Genome Atlas | Brain Lower Grade Glioma | CCDC158 | 0.08 | 0.05 | blup | 80 | 0.06 | 1.5e-07 | -7.2 | -8.2 | 2.7e-16 | -0.54 | 0.29 | 0.66 | FALSE |
34 | The Cancer Genome Atlas | Brain Lower Grade Glioma | FAM47E | 0.25 | 0.26 | lasso | 8 | 0.30 | 4.2e-35 | 7.5 | -6.8 | 1.0e-11 | -0.41 | 1.00 | 0.00 | FALSE |
35 | The Cancer Genome Atlas | Brain Lower Grade Glioma | STBD1 | 0.12 | 0.04 | blup | 81 | 0.09 | 1.4e-10 | -0.8 | 6.7 | 2.7e-11 | 0.29 | 0.03 | 0.97 | TRUE |
36 | The Cancer Genome Atlas | Lung Adenocarcinoma | STBD1 | 0.04 | 0.00 | blup | 81 | 0.02 | 4.3e-03 | 10.4 | 5.9 | 4.2e-09 | 0.39 | 0.00 | 0.82 | FALSE |
37 | The Cancer Genome Atlas | Lung Squamous Cell Carcinoma | FAM47E | 0.03 | 0.04 | lasso | 3 | 0.02 | 8.7e-04 | 7.5 | -7.6 | 3.1e-14 | -0.54 | 0.33 | 0.50 | FALSE |
38 | The Cancer Genome Atlas | Pancreatic Adenocarcinoma | CCDC158 | 0.16 | 0.09 | lasso | 3 | 0.08 | 4.1e-04 | 10.4 | -11.4 | 5.6e-30 | -0.75 | 0.05 | 0.57 | TRUE |
39 | The Cancer Genome Atlas | Pheochromocytoma and Paraganglioma | FAM47E | 0.11 | 0.11 | lasso | 1 | 0.09 | 2.4e-04 | 7.4 | -7.4 | 1.1e-13 | -0.53 | 0.50 | 0.24 | FALSE |
40 | The Cancer Genome Atlas | Prostate Adenocarcinoma | CCDC158 | 0.10 | 0.02 | enet | 12 | 0.06 | 1.1e-06 | -7.3 | -8.2 | 1.8e-16 | -0.45 | 0.24 | 0.57 | FALSE |
41 | The Cancer Genome Atlas | Prostate Adenocarcinoma | FAM47E | 0.15 | 0.09 | blup | 95 | 0.15 | 7.5e-16 | -4.6 | -5.2 | 1.8e-07 | -0.32 | 1.00 | 0.00 | TRUE |
42 | The Cancer Genome Atlas | Stomach Adenocarcinoma | STBD1 | 0.07 | 0.03 | blup | 82 | 0.04 | 3.5e-04 | 10.4 | 8.4 | 3.0e-17 | 0.58 | 0.00 | 0.99 | FALSE |
43 | The Cancer Genome Atlas | Thyroid Carcinoma | CCDC158 | 0.10 | 0.04 | blup | 79 | 0.04 | 1.4e-04 | -7.2 | -8.2 | 2.2e-16 | -0.52 | 0.77 | 0.14 | FALSE |
44 | The Cancer Genome Atlas | Thyroid Carcinoma | FAM47E | 0.22 | 0.19 | lasso | 8 | 0.20 | 2.0e-19 | 7.5 | -7.2 | 6.5e-13 | -0.46 | 1.00 | 0.00 | FALSE |
45 | The Cancer Genome Atlas | Thyroid Carcinoma | STBD1 | 0.05 | 0.01 | blup | 81 | 0.02 | 3.2e-03 | -1.9 | 6.9 | 6.8e-12 | 0.47 | 0.01 | 0.79 | FALSE |