GHRL and obesity due to melanocortin 4 receptor deficiency: The third study evaluated tagging SNPs of obesity-related genes, in 648 breast cancer cases and 659 controls from the American Cancer Society Cancer Prevention Study II Nutrition Cohort, and found no association between any ghrelin gene SNPs and breast cancer (Feigelson et al. 2008).