These genes tend also to be involved in metabolic pathways, particularly those associated with diabetes; HMGCS2 has been shown to regulate mitochondrial fatty acid oxidation46, while LAMA1 and KLF11 variations have been shown to be risk factors in type 2 diabetes47,48. This evidence concerns the gene HMGCS2 and diabetes mellitus.