Nomogram to predict postoperative complications in elderly with total hip replacement

Xiu-Juan Tan; Xiao-Xia Gu; Feng-Min Ge; Zhi-Yi Li; Liang-Qing Zhang

doi:10.12998/wjcc.v10.i12.3720

Nomogram to predict postoperative complications in elderly with total hip replacement

World J Clin Cases. 2022 Apr 26;10(12):3720-3728. doi: 10.12998/wjcc.v10.i12.3720.

Authors

Xiu-Juan Tan¹, Xiao-Xia Gu², Feng-Min Ge², Zhi-Yi Li², Liang-Qing Zhang³

Affiliations

¹ Department of Anesthesiology, The First Affiliated Hospital, Jinan University, Guangzhou 510630, Guangdong Province, China.
² Department of Anesthesiology, The Affiliated Hospital of Guangdong Medical University, Zhanjiang 524001, Guangdong Province, China.
³ Department of Anesthesiology, The Affiliated Hospital of Guangdong Medical University, Zhanjiang 524001, Guangdong Province, China. lngkkt@126.com.

Abstract

Background: By analyzing the risk factors of postoperative complications in elderly patients with hip replacement, We aimed to develop a nomogram model based on preoperative and intraoperative variables and verified the sensitivity and specificity for risk stratification of postoperative complications in elderly with total hip replacement patients.

Aim: To develop a nomogram model for risk stratification of postoperative complications in elderly with total hip replacement patients.

Methods: A total of 414 elderly patients who underwent surgical treatment for total hip replacement hospitalized at the Affiliated Hospital of Guangdong Medical University from March 1, 2017 to August 31, 2019 were included into this study. Univariate and multivariate logistic regression were conducted to identify independent risk factors of postoperative complication in the 414 patients. A nomogram was developed by R software and validated to predict the risk of postoperative complications.

Results: Multivariate logistic regression analysis revealed that age (OR = 1.05, 95%CI: 1.00-1.09), renal failure (OR = 0.90, 95%CI: 0.83-0.97), Type 2 diabetes (OR = 1.05, 95%CI: 1.00-1.09), albumin (ALB) (OR = 0.91, 95%CI: 0.83-0.99) were independent risk factors of postoperative complication in elderly patients with hip replacement (P < 0.05). For validation of the nomogram, receive operating characteristic curve revealed that the model predicting postoperative complication in elderly patients with hip replacement was the area under the curve of 0.8254 (95%CI: 0.78-0.87), the slope of the calibration plot was close to 1 and the model passed Hosmer-Lemeshow goodness of fit test (χ ² = 10.16, P = 0.4264), calibration in R E_max = 0.176, E_avg = 0.027, which all demonstrated that the model was of good accuracy.

Conclusion: The nomogram predicting postoperative complications in patients with total hip replacement constructed based on age, type 2 diabetes, renal failure and ALB is of good discrimination and accuracy, which was of clinical significance.

Keywords: Elderly; Nomogram; Postoperative complication; Total hip replacement.