Smoking, orthostatic hypotension, preoperative MRI indicating silent brain ischemia or infarction, taking MAOBIs, abnormal HAMA score, and abnormal plasma APOE levels are independent predictors of delirium development after STN-DBS under general anesthesia in patients with PD. The gene discussed is APOE; the disease is delirium.