Best TWAS P=4.09e-25 · Best GWAS P=1.5e-21 conditioned to 0.4
# | 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 | PLCD1 | 0.07 | 0.02 | lasso | 4 | 0.03 | 4.2e-04 | 4.7 | 8.3 | 1.5e-16 | 0.70 | 0.04 | 0.90 | FALSE |
2 | CommonMind | Brain Pre-frontal Cortex | VILL | 0.26 | 0.38 | lasso | 3 | 0.38 | 1.9e-49 | 8.6 | -8.9 | 5.3e-19 | -0.79 | 0.84 | 0.16 | FALSE |
3 | GTEx | Brain Caudate basal ganglia | VILL | 0.35 | 0.38 | lasso | 8 | 0.33 | 3.9e-10 | 8.8 | -9.3 | 1.6e-20 | -0.84 | 0.05 | 0.95 | FALSE |
4 | GTEx | Brain Cortex | VILL | 0.33 | 0.29 | lasso | 2 | 0.25 | 1.8e-07 | 9.4 | -9.5 | 1.5e-21 | -0.91 | 0.02 | 0.98 | FALSE |
5 | GTEx | Brain Frontal Cortex BA9 | VILL | 0.31 | 0.30 | enet | 11 | 0.34 | 7.9e-10 | 9.4 | -9.8 | 1.7e-22 | -0.95 | 0.02 | 0.98 | FALSE |
6 | GTEx | Brain Nucleus accumbens basal ganglia | VILL | 0.31 | 0.13 | lasso | 6 | 0.12 | 5.2e-04 | 8.8 | -8.9 | 3.6e-19 | -0.80 | 0.02 | 0.92 | FALSE |
7 | GTEx | Brain Putamen basal ganglia | VILL | 0.38 | 0.31 | lasso | 7 | 0.26 | 7.9e-07 | 8.8 | -8.0 | 1.0e-15 | -0.71 | 0.07 | 0.86 | FALSE |
8 | ROSMAP | Brain Pre-frontal Cortex | VILL | 0.34 | 0.46 | lasso | 3 | 0.46 | 3.1e-65 | 8.6 | -8.8 | 1.0e-18 | -0.82 | 0.91 | 0.09 | FALSE |
9 | ROSMAP | Brain Pre-frontal Cortex | PLCD1 | 0.13 | 0.12 | bslmm | 421 | 0.12 | 6.6e-15 | 9.4 | -8.7 | 3.3e-18 | -0.91 | 0.01 | 0.99 | FALSE |
10 | YFS | Blood | PLCD1 | 0.07 | 0.08 | enet | 15 | 0.08 | 8.0e-25 | 9.4 | 10.4 | 4.1e-25 | 0.95 | 0.01 | 0.99 | TRUE |
11 | The Cancer Genome Atlas | Breast Invasive Carcinoma | PLCD1 | 0.01 | 0.02 | blup | 55 | 0.01 | 7.3e-03 | 9.5 | 9.1 | 5.7e-20 | 0.90 | 0.01 | 0.94 | FALSE |
12 | The Cancer Genome Atlas | Brain Lower Grade Glioma | VILL | 0.03 | 0.01 | blup | 52 | 0.01 | 1.5e-02 | 9.4 | -9.1 | 6.9e-20 | -0.87 | 0.01 | 0.69 | FALSE |
13 | The Cancer Genome Atlas | Lung Adenocarcinoma | CTDSPL | 0.04 | 0.01 | blup | 78 | 0.02 | 1.0e-03 | 9.4 | -7.5 | 6.0e-14 | -0.67 | 0.02 | 0.90 | FALSE |
14 | The Cancer Genome Atlas | Prostate Adenocarcinoma | PLCD1 | 0.05 | 0.04 | enet | 8 | 0.04 | 6.3e-05 | 9.5 | 9.7 | 1.9e-22 | 0.97 | 0.01 | 0.99 | FALSE |