Therefore, the present study was conducted to analyze the relationship between the degree of lowering HbA1c and serum HMW adiponectin levels and provide predictors of which patients would benefit from addition glimepiride in poorly controlled T2D subjects with insulin therapy. Here, INS is linked to type 2 diabetes mellitus.