Malnutrition in MHD patients is associated with complications, such as hyperparathyroidism, anemia, acidosis, etc. Serum albumin, prealbumin, transferrin, total protein levels, and other biochemical indicators are commonly used to evaluate malnutrition status in MHD patients [26]. The gene discussed is ALB; the disease is nutritional deficiency disease.