TNF and delirium: While some studies showed a positive correlation between TNF-α and delirium and our study revealed a significant association, previous meta-analyses by Liu et al. (2018) and Noah et al. (2021) found that preoperative TNF-α was significantly higher in the POD group in univariate analysis but not in multivariate analysis.