parameters in a GWAS; and assess associations between individual genes and EEG parameters by aggregating the effect of all SNPs in a gene using VEGAS, a versatile gene-based test for association studies (Liu et al., 2010). Analyses of individual SNPs and genes comprised both purely atheoretical analyses of the whole genome as well as more targeted analyses of candidate genetic variants.