Risk factors and prediction model of delirium in elderly patients after hip arthroplasty

Yanli Duan; Ruzhen Zhang

doi:10.12669/pjms.40.6.9306

Yanli Duan
Ruzhen Zhang Wuhan Fourth Hospital

DOI: https://doi.org/10.12669/pjms.40.6.9306

Keywords: Total hip arthroplasty, Delirium, Risk factors, Predictive model, Nomogram, Hip arthroplasty

Abstract

Objective: To analyze the risk factors of delirium in elderly patients after hip arthroplasty and to construct a prediction model.

Methods: Clinical data of 248 elderly patients who underwent hip arthroplasty in the Department of Traumatology and Orthopedics at Wuhan Fourth Hospital were retrospectively collected from November 2021 to February 2023. Logistic regression analysis was used to identify the risk factors of delirium after hip arthroplasty, and a nomogram prediction model was constructed using the RMS package of R4.1.2 software. The accuracy and stability of the model was evaluated based on the Hosmer-Lemeshow goodness-of-fit test and the receiver operating characteristic (ROC) curve.

Results: Age, nighttime sleep, anesthesia method, intraoperative blood loss, hypoxemia, and C-reactive protein (CRP) level were all risk factors of delirium after the hip arthroplasty (P<0.05). These factors were used to construct a nomogram prediction model that was internally validated using the Bootstrap method. The prediction model had the area under ROC curve (AUC) of 0.980 (95% CI: 0.964-0.996), indicating that it has certain predictive value for postoperative delirium. When the optimal cut off value was selected, the sensitivity and specificity were 92.7% and 92.3%, respectively, indicating that the prediction model is effective.

Conclusions: Age, short nighttime sleep, general anesthesia, high intraoperative blood loss, hypoxemia, and high CRP levels are independent risk factors for delirium after hip arthroplasty. The nomogram prediction model constructed based on these risk factors can effectively predict delirium in elderly patients after hip arthroplasty.

doi: https://doi.org/10.12669/pjms.40.6.9306

How to cite this: Duan Y, Zhang R. Risk factors and prediction model of delirium in elderly patients after hip arthroplasty. Pak J Med Sci. 2024;40(6):1077-1082. doi: https://doi.org/10.12669/pjms.40.6.9306

This is an Open Access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/3.0), which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.