Malnutrition is common in patients with cancer, particularly in patients with locally advanced or metastatic malignancies, and albumin levels are generally significantly lower than those prior to the occurrence of cancer before due to excessive metabolism. The gene discussed is ALB; the disease is nutritional deficiency disease.