Additionally, changes in the ghrelin receptor and pro-ghrelin genes have been linked to obesity, bulimia nervosa, smoking, heavy alcohol use, and increased weight gain in alcohol-dependent people. This evidence concerns the gene GHRL and obesity due to melanocortin 4 receptor deficiency.