薛丁豪, 王龙, 刘露玉, 李言响, 傅强. 老年全膝关节置换术后患者认知功能障碍的关联因素分析及预测模型构建[J]. 解放军医学院学报, 2023, 44(6): 618-623. DOI: 10.3969/j.issn.2095-5227.2023.06.008
引用本文: 薛丁豪, 王龙, 刘露玉, 李言响, 傅强. 老年全膝关节置换术后患者认知功能障碍的关联因素分析及预测模型构建[J]. 解放军医学院学报, 2023, 44(6): 618-623. DOI: 10.3969/j.issn.2095-5227.2023.06.008
XUE Dinghao, WANG Long, LIU Luyu, LI Yanxiang, FU Qiang. Associated factors and predictive model of postoperative cognitive dysfunction in elderly patients undergoing total knee arthroplasty[J]. ACADEMIC JOURNAL OF CHINESE PLA MEDICAL SCHOOL, 2023, 44(6): 618-623. DOI: 10.3969/j.issn.2095-5227.2023.06.008
Citation: XUE Dinghao, WANG Long, LIU Luyu, LI Yanxiang, FU Qiang. Associated factors and predictive model of postoperative cognitive dysfunction in elderly patients undergoing total knee arthroplasty[J]. ACADEMIC JOURNAL OF CHINESE PLA MEDICAL SCHOOL, 2023, 44(6): 618-623. DOI: 10.3969/j.issn.2095-5227.2023.06.008

老年全膝关节置换术后患者认知功能障碍的关联因素分析及预测模型构建

Associated factors and predictive model of postoperative cognitive dysfunction in elderly patients undergoing total knee arthroplasty

  • 摘要:
      背景  术后认知功能障碍(postoperative cognitive dysfunction, POCD)在老年患者中发病率较高,增加了患者术后的痴呆率和死亡率,因此早期精准识别POCD高危人群非常重要。
      目的  回顾性分析老年全膝关节置换术患者POCD的危险因素,并构建预测模型。
      方法  基于中国老年患者围术期数据库(Perioperative Database of Chinese Elderly Patients,PDCEP)临床资料,选取PDCEP数据库中2020年2月 - 2022年4月在解放军总医院第一医学中心和其他17家国内不同地区三级甲等医院行全膝关节置换手术的199例老年患者(年龄≥65岁)为研究对象。采用中文版术前简易精神状态量表(mini-mental state examination, MMSE)评估认知功能,根据是否发生POCD将患者分为POCD组和非POCD组,分析老年全膝关节置换术患者POCD的独立危险因素并建立预测模型。绘制受试者工作特征(ROC)曲线并计算ROC曲线下面积(AUC)用于评估模型的预测效能。
      结果  199例中47例(23.6%)发生了POCD。单因素分析显示,手术时间、术中输血、术中出血量、术中总入量、术后1 d静息数字疼痛评分量表(numerical rating scale, NRS)评分以及补救性镇痛药物的使用与POCD有关(P均<0.05)。二元logistic回归分析结果显示, 术后1 d静息疼痛(OR=1.304, 95% CI:1.047 ~ 1.624,P=0.018)为POCD的危险因素。术中输血(OR=0.317, 95% CI:0.144 ~ 0.700,P=0.004)和术后使用补救性镇痛药物(OR=0.348,95% CI: 0.158 ~ 0.768,P=0.009)为POCD的保护因素。据此构建预测模型,并行ROC分析,AUC值为0.811(95% CI: 0.731 ~ 0.891, P<0.001),敏感度为84.1%,特异度为74.5%。
      结论  老年全膝关节置换术患者POCD的独立危险因素为术后1 d静息痛,保护因素为术中输血和术后使用补救性镇痛药物。

     

    Abstract:
      Background  The incidence of postoperative cognitive dysfunction (POCD) is high in elderly patients, which increases the incidence of postoperative dementia and the mortality. Therefore, it is vital to identify aging patients with a high risk of POCD early and accurately.
      Objective  To retrospectively analyze risk factors and establish a risk predictive model of POCD in elderly patients undergoing total knee arthroplasty.
      Methods  Based on the Perioperative Database of Chinese Elderly Patients (PDCEP), a total of 199 elderly patients (age≥65 years) who underwent total knee arthroplasty from February 2020 to April 2022 at the First Medical Center of Chinese PLA General Hospital and other 17 third-grade class-A hospitals in different regions of China were selected. The participants’ cognitive function was assessed by Mini-Mental State Examination (MMSE). According to the results, patients were divided into POCD group and non-POCD group. The independent risk factors of POCD in elderly patients undergoing total knee arthroplasty were analyzed and a predictive model was established. The prediction efficiency of the model was evaluated by drawing the receiver operating characteristic curve (ROC), and the area under the curve (AUC) was calculated to evaluate the value of the predictive model.
      Results  Among the 199 patients included in this study, POCD occurred in 47 (23.6%) patients. Univariate analysis showed that the surgery duration, intraoperative blood transfusions, blood loss, infusion volume, the resting Numerical Rating Scale (NRS) at 1 day after surgery and the incidence of remedial analgesia were related to POCD (all P<0.05). Multivariate logistic regression analysis showed that the resting NRS at 1 day after surgery (OR=1.304, 95%CI: 1.047-1.624, P=0.018) was a risk factor of POCD. Intraoperative blood transfusion (OR=0.317, 95%CI: 0.144-0.700, P=0.004) and the incidence of remedial analgesia (OR=0.348, 95%CI: 0.158-0.768, P=0.009) were protective factors of POCD in elderly patients undergoing total knee arthroplasty. A predictive model was constructed according to the regression coefficient of each variable, and the ROC curve analysis was conducted. The AUC value was calculated to be 0.811 (95% CI : 0.731-0.891, P<0.00). The sensitivity was 84.1% and the specificity was 74.5%.
      Conclusion  Resting pain at 1 day after surgery is the independent risk factor, while the intraoperative blood transfusion and the incidence of remedial analgesia are protective factors of elderly patients undergoing total knee arthroplasty.

     

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