INS and metabolic syndrome: These findings thus indicate that testosterone deficiency might be a crucial contributing factor to hypovitaminosis D in the onset and progression of DR in addition to poor glycemic control, IR, dyslipidemia, and insulin secretion impairment, which was only observed in males.