For example, fat mass and obesity-associated (FTO) gene is essential for insulin secretion and beta-cell function, as indicated in in vitro studies using INS-1 cells and human pancreatic islets. This evidence concerns the gene INS and obesity due to melanocortin 4 receptor deficiency.