The results of multiple logistic regression analysis showed that the higher the number of daily food types, grains, and high-quality protein, the higher the BMI, and the higher the serum albumin and pre-albumin levels were associated with the lower the risk of postoperative malnutrition in elderly patients (all P < 0.05; Table 3). The gene discussed is ALB; the disease is malnutrition.