The GNPDA2 gene is associated with a greater body mass index and obesity, while colorectal cancer, hepatocellular, and other gastrointestinal malignancies show increased GNPDA1 protein levels; the latter is addressed in the next section. This evidence concerns the gene GNPDA2 and obesity due to melanocortin 4 receptor deficiency.