The risk of developing CKD in patients with YOD is higher than that in patients with LOD, even after adjusting for clinically distinct characteristics that include age, sex, BMI, smoking, heavy drinking, regular physical activity, low income, hypertension, aspirin use, fasting glucose levels, insulin use, and the number of oral hypoglycemic agents. The gene discussed is INS; the disease is chronic kidney disease.