Development of a predictive model for perioperative blood transfusion in elderly patients undergoing unilateral total hip arthroplasty
10.16352/j.issn.1001-6325.2024.01.0098
- VernacularTitle:老年单侧全髋关节置换术围术期输血风险预测模型的构建
- Author:
Han ZANG
1
;
Ai HU
;
Xuanqi XU
;
Li XU
Author Information
1. 中国医学科学院 北京协和医学院 北京协和医院 麻醉科, 北京 100730
- Keywords:
perioperative blood transfusion;
total hip arthroplasty;
elderly patients;
blood transfusion risk prediction
- From:
Basic & Clinical Medicine
2024;44(1):98-102
- CountryChina
- Language:Chinese
-
Abstract:
Objective To analyze risk factors for perioperative blood transfusion in elderly patients undergoing uni-lateral primary total hip arthroplasty and develop a prediction model.Methods The study retrospectively collected 467 elderly patients receiving unilateral primary total hip arthroplasty between January 2013 and October 2021 at Peking Union Medical College Hospital.The 70%of the data were used as the training set and the 30%of the data were used as the testing set.Patients were divided into the transfusion and no-transfusion groups based on the presence or absence of perioperative blood transfusion.Univariate analysis and multivariable logistic regression were conducted to analyze patient demographic characteristics,surgical information,and preoperative laboratory tests for identifying risk factors.Clinical experience was combined to establish a prediction model and draw the nomogram.The receiver operating characteristic(ROC)curve and calibration curve were used to evaluate the model in the tes-ting set.Results A total of 91 patients(19.5%)received perioperative blood transfusion.Multivariable logistic re-gression suggested the history of coronary artery disease,prolonged operation time,and lower preoperative hemoglo-bin were risk factors for perioperative blood transfusion(P＜0.05).The prediction model was constructed based on the results of statistical analysis and clinical experience,including the history of coronary artery disease,operation time,preoperative hemoglobin,age,and American Society of Anesthesiologists(ASA)physical status＞Ⅱ.The area under the receiver operating characteristic curve(AUC)of the model was 0.809.Conclusions The prediction model for perioperative blood transfusion in elderly patients undergoing unilateral total hip arthroplasty had a good performance and could assist in clinical practice.
