INS and Hyperglycemia: Although we balanced basal, prandial insulin, and oral antidiabetic drugs use between the study and control cohorts, combining AGI and insulin to treat hyperglycemia may not be as efficient for glycemic control as increasing insulin or combining insulin with other antidiabetic agents; the mortality risk reduction may also not be as efficient as other antidiabetic agents.