Therefore, in this review, we focus on the mechanisms underlying SIRT3, SIRT4 and SIRT5-mediated regulation of mitochondrial function and metabolism (Figure 1), and also discuss the implication of their deficiency in the pathogenesis of insulin resistance and type 2 diabetes. Here, SIRT3 is linked to type 2 diabetes mellitus.