A gene expression meta-analysis also revealed the existence of possible pleiotropic mechanisms manifest via common gene signatures (PGRMC1 and HADH) across different diabetes phenotypes (Mei et al. 2017). This evidence concerns the gene HADH and diabetes mellitus.