Best TWAS P=5.36e-61 · Best GWAS P=1.77e-62 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 | CommonMind | Brain Pre-frontal Cortex | ATG16L1 | 0.06 | 0.03 | bslmm | 587 | 0.03 | 3.3e-04 | -4.38 | 10.7 | 8.5e-27 | -0.61 | 0.06 | 0.90 | FALSE |
2 | GTEx | Adipose Subcutaneous | ATG16L1 | 0.14 | 0.11 | lasso | 4 | 0.10 | 6.4e-09 | -15.87 | -15.8 | 5.2e-56 | 0.96 | 0.03 | 0.97 | FALSE |
3 | GTEx | Brain Caudate basal ganglia | ATG16L1 | 0.21 | 0.09 | lasso | 2 | 0.10 | 6.8e-04 | -11.97 | -11.4 | 5.5e-30 | 0.75 | 0.10 | 0.56 | FALSE |
4 | GTEx | Brain Cerebellum | ATG16L1 | 0.23 | 0.27 | lasso | 4 | 0.30 | 2.0e-09 | -16.47 | -16.5 | 5.4e-61 | 0.98 | 0.02 | 0.98 | TRUE |
5 | GTEx | Cells Transformed fibroblasts | USP40 | 0.30 | 0.09 | enet | 14 | 0.14 | 7.7e-11 | 3.77 | 5.7 | 1.4e-08 | -0.43 | 1.00 | 0.00 | FALSE |
6 | GTEx | Esophagus Mucosa | ATG16L1 | 0.11 | 0.02 | enet | 10 | 0.00 | 2.3e-01 | -16.68 | 15.2 | 4.2e-52 | -0.88 | 0.02 | 0.91 | FALSE |
7 | GTEx | Esophagus Muscularis | ATG16L1 | 0.11 | 0.03 | lasso | 6 | 0.02 | 2.7e-02 | -14.12 | -15.7 | 2.4e-55 | 0.95 | 0.02 | 0.96 | FALSE |
8 | GTEx | Nerve Tibial | ATG16L1 | 0.24 | 0.18 | enet | 21 | 0.19 | 3.5e-13 | -15.87 | -13.9 | 5.4e-44 | 0.90 | 0.05 | 0.95 | FALSE |
9 | GTEx | Pituitary | ATG16L1 | 0.36 | 0.16 | lasso | 8 | 0.19 | 1.3e-05 | -9.63 | -9.3 | 1.8e-20 | 0.71 | 0.06 | 0.86 | FALSE |
10 | GTEx | Skin Not Sun Exposed Suprapubic | ATG16L1 | 0.12 | 0.10 | enet | 11 | 0.11 | 1.7e-06 | -16.56 | 16.1 | 4.5e-58 | -0.98 | 0.02 | 0.98 | FALSE |
11 | GTEx | Skin Sun Exposed Lower leg | ATG16L1 | 0.21 | 0.08 | enet | 18 | 0.10 | 5.6e-09 | -16.46 | 13.7 | 1.1e-42 | -0.90 | 0.02 | 0.98 | FALSE |
12 | GTEx | Testis | ATG16L1 | 0.34 | 0.19 | enet | 29 | 0.23 | 1.4e-10 | -16.52 | 14.4 | 8.1e-47 | -0.86 | 0.02 | 0.98 | FALSE |
13 | METSIM | Adipose | DGKD | 0.06 | 0.02 | bslmm | 713 | 0.02 | 4.2e-04 | -0.57 | 5.1 | 3.1e-07 | -0.27 | 0.75 | 0.04 | FALSE |
14 | METSIM | Adipose | INPP5D | 0.05 | 0.01 | lasso | 4 | 0.03 | 6.2e-06 | 1.14 | -8.9 | 4.7e-19 | 0.56 | 0.02 | 0.97 | FALSE |
15 | ROSMAP | Brain Pre-frontal Cortex | ATG16L1 | 0.28 | 0.26 | lasso | 9 | 0.28 | 3.3e-36 | -7.05 | -10.6 | 2.0e-26 | 0.78 | 1.00 | 0.00 | FALSE |
16 | YFS | Blood | ATG16L1 | 0.21 | 0.28 | lasso | 7 | 0.30 | 2.2e-99 | -6.95 | 9.6 | 5.7e-22 | -0.72 | 1.00 | 0.00 | FALSE |
17 | The Cancer Genome Atlas | Head and Neck Squamous Cell Carcinoma | ATG16L1 | 0.05 | 0.04 | enet | 12 | 0.05 | 5.4e-06 | -12.51 | 14.0 | 8.2e-45 | -0.81 | 0.02 | 0.98 | FALSE |
18 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | SCARNA5 | 0.03 | 0.01 | blup | 55 | 0.02 | 2.4e-03 | -8.48 | 6.8 | 1.4e-11 | -0.62 | 0.07 | 0.18 | TRUE |
19 | The Cancer Genome Atlas | Brain Lower Grade Glioma | ATG16L1 | 0.22 | 0.06 | enet | 36 | 0.10 | 6.2e-12 | -15.87 | -12.1 | 1.2e-33 | 0.69 | 0.03 | 0.97 | FALSE |
20 | The Cancer Genome Atlas | Pheochromocytoma and Paraganglioma | ATG16L1 | 0.11 | 0.05 | blup | 81 | 0.09 | 1.9e-04 | -15.85 | -14.8 | 7.3e-50 | 0.91 | 0.02 | 0.84 | FALSE |
21 | The Cancer Genome Atlas | Stomach Adenocarcinoma | ATG16L1 | 0.07 | 0.04 | lasso | 4 | 0.03 | 3.6e-03 | -9.31 | 9.3 | 1.8e-20 | -0.72 | 0.03 | 0.18 | FALSE |
22 | The Cancer Genome Atlas | Thyroid Carcinoma | SCARNA5 | 0.04 | 0.00 | blup | 55 | 0.02 | 8.2e-03 | -14.12 | -13.2 | 7.2e-40 | 0.74 | 0.02 | 0.46 | FALSE |