PPARGC1A and type 2 diabetes mellitus: In a study by Ling et al., DNA methylation in a region of the PPARGC1A promoter located 867-624 base pairs (bp) upstream from the transcription start was higher in T2D patients, and furthermore showed a trend towards an inverse correlation with gene expression in pancreatic islets [25].