NUCB2 and obesity due to melanocortin 4 receptor deficiency: These SNPs were associated, only among males, with BMI, weight, and fat-free mass, leading to the concept that SNPs in the NUCB2 gene could play an important role in the prediction of, and protection against, the development of obesity in male subjects.