Even when sex, age, BMI, pulse pressure, diabetes, hypertension, serum albumin, and hemoglobin were adjusted for, the risk of sarcopenia increased approximately 1.5 times in patients with eGFR < 45 mL/min/1.73 m2. This evidence concerns the gene ALB and hypertensive disorder.