The design of the foods and testing conditions followed a previous study which demonstrated differences in fat preference between healthy participants and participants with obesity related to mutations in the Melanocortin-4-receptor (van der Klaauw et al., 2016). This evidence concerns the gene MC4R and obesity due to melanocortin 4 receptor deficiency.