Interestingly, subgroup analysis and interaction tests indicated that this correlation varied based on smoking status, while it appeared similar across other factors such as gender, age, race, BMI categories, hypertension status, and insulin usage among diabetic patients. The gene discussed is INS; the disease is hypertensive disorder.