In the study, the results of the multifactorial logistic regression analysis showed that both pre‐op Hb and pre‐op RBC were associated with the development of delirium in the patients, and we found that this result could be due to the multicollinearity of these two factors through the analysis of multicollinearity. The gene discussed is GSTM1; the disease is delirium.