Although this large prospective cohort study found a significant positive correlation between BAR levels and the risk of T2DM progression, particularly among patients with low physical activity or hypertension, its predictive power was inferior to that of HbA1c and only superior to that of BUN, being similar to that of albumin. Here, ALB is linked to hypertensive disorder.