In the cohort, green vegetable and citrus fruit intake was inversely associated with obesity risk, particularly in individuals carrying the BDNF rs6265 variant, consistent with the molecular docking results. This evidence concerns the gene BDNF and obesity due to melanocortin 4 receptor deficiency.