Accounting for Population Structure in Gene-by-Environment Interactions in Genome-Wide Association Studies Using Mixed Models
Fig 3
A correlation between the variance of phenotype explained by the GxE kinship matrix () and the inflation factor on GEI statistics (λGC) for human eQTL GxE GWAS data.
The correlation is plotted for the three methods; OLS (A), One RE (B), and Two RE (C). Each dot is each probe, and x-axis is and y-axis is λGC. We estimate
using the GCTA software, and only probes with
are shown in the plots. The red line is a regression line between λGC and
, and Pearson correlation coefficient is indicated on the top right of the plot.