This study found that the dry weight, lean8 tissue index, muscle mass, and albumin in the cognitive impairment group were lower than those in the normal cognitive function group, suggesting that malnutrition is related to cognitive impairment in MHD patients. This evidence concerns the gene ALB and malnutrition.