Logistic regression analysis using type 2 diabetes as dependent variable showed HDAC3 activity or HDAC3 mRNA was associated significantly (p = 0.005) with T2DM, and this statistical significance was persisted even after adjusted for confounding factors like age and BMI. The gene discussed is HDAC3; the disease is type 2 diabetes mellitus.