SNPs from genes associated with alcohol dependence (ESR1) and obesity traits (RGS7, NRG3 and ESR1) were observed among Western reported dietary pattern score-associated SNPs. This evidence concerns the gene ESR1 and obesity due to melanocortin 4 receptor deficiency.