<b>Conclusions</b>: Our exploratory findings suggest a prioritized candidate locus associated with grapefruit intake, and its link to obesity risk may be mediated by the metabolic gene <i>ADCK1</i>. This evidence concerns the gene ADCK1 and obesity due to melanocortin 4 receptor deficiency.