Factors such as BMI ≥24 kg/m2, diabetes, preoperative low albumin levels, preoperative malnutrition, and surgical duration exceeding 3 h all demonstrated a significant increase in risk despite high heterogeneity. This evidence concerns the gene ALB and diabetes mellitus.