Therefore, compared with using a single indicator, such as serum protein, the PNI, which combines both serum albumin and peripheral lymphocytes, may be a better index to quantify malnutrition, and it is important to assess the patient’s nutritional status using the preoperative PNI score to predict PD. The gene discussed is ALB; the disease is malnutrition.