FADS1 and Impaired glucose tolerance: As for potential biological mechanisms, the associations of plasma fatty acid levels and genetic variations in FADS1/2 with type 2 diabetes may be mediated by impaired glucose tolerance and beta cell dysfunction, as suggested by the present MR study.