Best TWAS P=1.05e-18 · Best GWAS P=7.97e-20 conditioned to 0.00481
# | 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 | ATG7 | 0.07 | 0.07 | lasso | 3 | 0.07 | 3.3e-09 | -7.9 | 8.6 | 7.0e-18 | -0.82 | 0.12 | 0.88 | FALSE |
2 | CommonMind | Brain Pre-frontal Cortex | VGLL4 | 0.04 | 0.02 | blup | 511 | 0.02 | 7.8e-04 | -9.1 | -8.8 | 1.0e-18 | 0.83 | 0.02 | 0.96 | TRUE |
3 | GTEx | Adipose Subcutaneous | ATG7 | 0.10 | 0.01 | enet | 24 | 0.03 | 2.0e-03 | -8.1 | 5.5 | 4.8e-08 | -0.50 | 0.15 | 0.51 | FALSE |
4 | GTEx | Adipose Visceral Omentum | ATG7 | 0.18 | 0.06 | lasso | 4 | 0.06 | 2.9e-04 | -8.2 | 8.3 | 1.2e-16 | -0.81 | 0.22 | 0.72 | FALSE |
5 | GTEx | Cells EBV-transformed lymphocytes | ATG7 | 0.39 | 0.12 | lasso | 6 | 0.17 | 3.4e-06 | -3.3 | 6.2 | 7.0e-10 | -0.62 | 0.51 | 0.35 | FALSE |
6 | GTEx | Cells Transformed fibroblasts | ATG7 | 0.26 | 0.10 | enet | 13 | 0.17 | 6.8e-13 | -4.0 | 6.8 | 1.4e-11 | -0.63 | 0.96 | 0.04 | FALSE |
7 | GTEx | Muscle Skeletal | ATG7 | 0.06 | 0.02 | lasso | 4 | 0.03 | 8.6e-04 | -8.8 | 8.8 | 1.5e-18 | -0.86 | 0.04 | 0.93 | FALSE |
8 | GTEx | Testis | VGLL4 | 0.18 | -0.01 | lasso | 3 | -0.01 | 6.9e-01 | -7.9 | -7.5 | 4.3e-14 | 0.65 | 0.05 | 0.23 | FALSE |
9 | ROSMAP | Brain Pre-frontal Cortex | MKRN2 | 0.16 | 0.05 | lasso | 10 | 0.08 | 1.8e-10 | -5.3 | -5.3 | 1.0e-07 | 0.04 | 0.00 | 0.99 | TRUE |
10 | ROSMAP | Brain Pre-frontal Cortex | VGLL4 | 0.05 | 0.03 | blup | 422 | 0.04 | 3.7e-06 | -6.4 | -6.0 | 2.1e-09 | 0.68 | 0.55 | 0.42 | FALSE |
11 | ROSMAP | Brain Pre-frontal Cortex | ATG7 | 0.06 | 0.05 | lasso | 3 | 0.04 | 2.4e-06 | -7.9 | 8.0 | 1.3e-15 | -0.66 | 0.26 | 0.73 | FALSE |
12 | YFS | Blood | VGLL4 | 0.05 | 0.01 | blup | 507 | 0.02 | 4.0e-08 | -3.3 | -5.7 | 1.5e-08 | 0.46 | 0.34 | 0.65 | FALSE |
13 | The Cancer Genome Atlas | Bladder Urothelial Carcinoma | ATG7 | 0.06 | 0.01 | lasso | 2 | 0.02 | 1.2e-02 | -4.3 | 7.0 | 2.4e-12 | -0.67 | 0.15 | 0.22 | FALSE |
14 | The Cancer Genome Atlas | Head and Neck Squamous Cell Carcinoma | ATG7 | 0.05 | 0.05 | lasso | 4 | 0.03 | 3.2e-04 | -8.0 | 7.9 | 3.8e-15 | -0.70 | 0.07 | 0.86 | FALSE |
15 | The Cancer Genome Atlas | Brain Lower Grade Glioma | ATG7 | 0.07 | 0.00 | blup | 137 | 0.03 | 1.9e-04 | -8.9 | 6.6 | 5.3e-11 | -0.51 | 0.02 | 0.80 | FALSE |