We addressed this question in a subset of the EPIC [25] cohorts, within the DiOGenes [26], [27] (Diet Obesity and genes) project where both possible associations corresponding to CTSS-SNP main effects and some SNP-dietary interactions (GI, protein intake and energy density) were investigated. This evidence concerns the gene CTSS and obesity due to melanocortin 4 receptor deficiency.