# | tissue | modality | RNA phenotype | h2 | h2 se | h2 P | eQTL R2 | BLUP R2 | ENET R2 | LASSO R2 | eQTL P | BLUP P | ENET P | LASSO P |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
1 | Adipose | gene expression | ENSRNOG00000065465 | 0.035 | 0.021 | 6.3e-05 | 0.042 | 0.034 | 0.039 | 0.041 | 1.9e-05 | 9.6e-05 | 3.1e-05 | 2.0e-05 |
2 | Liver | gene expression | ENSRNOG00000065465 | 0.120 | 0.075 | 3.8e-10 | 0.074 | 0.068 | 0.067 | 0.074 | 1.4e-08 | 5.6e-08 | 6.3e-08 | 1.2e-08 |
All models for this gene with cis-heritability P-value <0.01 were tested and are shown here. In each tissue, the gene can have zero, one, or multiple RNA phenotypes for each RNA modality. After the heritability statistics, subsequent columns show cross-validation performance (R2 and P-value) of each modeling method.
Trait | Avg chi2 ratio | Avg chi2 | Max chi2 | 1 | 2 |
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For each tested trait, stats based on TWAS chi2 (squared Z-score) for the above models are shown. Avg chi2 ratio is the mean chi2 across all models for this gene, divided by the mean chi2 across all models for all genes. Avg chi2 is the mean chi2 across all models for this gene. Max chi2 is the highest chi2 across all models for this gene.
The numbered columns correspond to the numbered models in the table above. They contain the TWAS Z-score for each trait-model pair. Colors indicate strong Z-scores (below -2 or above 2): lower negative Z-scores are darker blue, higher positive Z-scores are darker red.