PPARGC1A and type 2 diabetes mellitus: Ling et al. (2008) showed that PPARGC1A, a gene with effects on insulin secretion, exhibits significantly lower expression in islets from patients with type 2 diabetes and the down-regulation of PPARGC1A mRNA is caused by the increase in methylation of its promoter.