In previous meta-analysis studies on orthopedic procedure, age, cognitive impairment, cerebrovascular disease, laboratory values such as total albumin, and surgery-related variables were identified as risk factors for POD, which is consistent with our study [42,43]. The gene discussed is ALB; the disease is Cognitive impairment.