This association remained consistent after full adjustment for confounding variables, which included age, sex, HTN, DM, mean blood pressure, BMI, education level, income level, employment status, hemoglobin, uric acid, albumin, and total cholesterol levels, baseline eGFR, and log urine protein-to-creatinine ratio. Here, ALB is linked to hypertensive disorder.