老年髋部骨折合并慢性脑血管病患者的临床特点及围术期肺炎的临床预测模型构建。

Clinical characteristics of elderly hip fracture patients with chronic cerebrovascular disease and construction of a clinical predictive model for perioperative pneumonia.

机构信息

Department of Geriatric Orthopedics, Hebei Medical University Third Hospital, 050051 Shijiazhuang, Hebei, People's Republic of China.

Department of Orthopaedic Surgery, Hebei Medical University Third Hospital, Shijiazhuang, Hebei, People's Republic of China.

出版信息

Orthop Traumatol Surg Res. 2024 May;110(3):103821. doi: 10.1016/j.otsr.2024.103821. Epub 2024 Jan 22.

Abstract

INTRODUCTION

The recovery of cerebrovascular disease (CVD) will increase the incidence of perioperative pneumonia (POP). However, there is limited research on POP in elderly patients with hip fractures complicated by CVD. Therefore, our research focuses on the following two issues: (1) What are the clinical features of elderly patients with hip fractures combined with CVD? (2) What are the predictive factors for the occurrence of POP in such patients?

HYPOTHESIS

Male, femoral neck fracture and hypoalbuminemia can be predictive factors for the development of POP after hip fracture in CVD patients.

MATERIAL AND METHODS

This is a nested case-control study that included patients aged 65 to 105 years with CVD who had a hip fracture between January 2021 and January 2023. According to the occurrence of POP, they were divided into case group and control group. Collecting data includes demographic information, clinical data, and surgical information. Least absolute shrinkage and selection operator (LASSO) regression and multivariate logistic regression analyses were used to select variables. The constructed predictive model was transformed into a nomogram. Predictive performance was assessed using the area under the receiver operating characteristic curve (AUC), calibration curves and decision curve analysis (DCA).

RESULTS

We ultimately included 714 patients, 69.3% female, with a median age of 80 years. Asymptomatic cerebral infarction (ACI) is the most common CVD (55.7%). More patients developed intertrochanteric fractures than femoral neck fractures (57.1 vs. 42.9%). In total, 606 patients (84.9%) underwent surgery. The most common perioperative complications were anemia (76.9%) and hypoalbuminemia (71.8%). POP (20.0%) was more common preoperatively (89.5%). Factors such as fracture type, surgical wait time, implant used for surgery, and anesthesia type did not differ between the presence or absence of postoperative pneumonia. 143 patients with POP served as the case group. Five hundred and seventy one patients did not develop POP and served as the control group. The predictors of POP were male (OR 1.699,95%CI 1.150-2.511, p<0.05), femoral neck fracture (OR 2.182,95%CI 1.491-3.192, p<0.05), and hypoalbuminemia (OR 3.062, 95%CI 1.833-5.116, p<0.05). This model has good discrimination, calibration, and clinical practicality.

DISCUSSION

In this study, we constructed a clinical prediction model for the occurrence of POP in CVD combined with hip fracture in the elderly, with risk factors including gender, fracture type and perioperative hypoproteinemia. Therefore, we can take effective preventive measures against the occurrence of POP in patients with these factors in our clinical work.

LEVEL OF PROOF

IV; nested case-control study.

摘要

简介

脑血管疾病(CVD)的康复会增加围手术期肺炎(POP)的发生率。然而,在伴有 CVD 的髋部骨折的老年患者中,关于 POP 的研究有限。因此,我们的研究集中在以下两个问题上:(1)伴有 CVD 的髋部骨折患者的临床特征是什么?(2)这些患者发生 POP 的预测因素有哪些?

假设

男性、股骨颈骨折和低白蛋白血症是 CVD 患者髋部骨折后发生 POP 的预测因素。

材料与方法

这是一项巢式病例对照研究,纳入了 2021 年 1 月至 2023 年 1 月期间患有 CVD 且发生髋部骨折的年龄在 65 至 105 岁之间的患者。根据 POP 的发生情况,他们被分为病例组和对照组。收集的数据包括人口统计学信息、临床数据和手术信息。采用最小绝对收缩和选择算子(LASSO)回归和多变量逻辑回归分析来选择变量。构建的预测模型被转化为列线图。使用接受者操作特征曲线(ROC)下面积(AUC)、校准曲线和决策曲线分析(DCA)来评估预测性能。

结果

我们最终纳入了 714 名患者,其中 69.3%为女性,中位年龄为 80 岁。无症状性脑梗死(ACI)是最常见的 CVD(55.7%)。与股骨颈骨折(42.9%)相比,更多的患者发生了转子间骨折(57.1%)。共有 606 名患者(84.9%)接受了手术。最常见的围手术期并发症是贫血(76.9%)和低白蛋白血症(71.8%)。术前 POP(20.0%)更为常见(89.5%)。术后肺炎的发生与否,在骨折类型、手术等待时间、手术中使用的植入物和麻醉类型等因素方面没有差异。143 名患有 POP 的患者为病例组。571 名未发生 POP 的患者为对照组。POP 的预测因素为男性(OR 1.699,95%CI 1.150-2.511,p<0.05)、股骨颈骨折(OR 2.182,95%CI 1.491-3.192,p<0.05)和低白蛋白血症(OR 3.062,95%CI 1.833-5.116,p<0.05)。该模型具有良好的区分度、校准度和临床实用性。

讨论

在这项研究中,我们构建了一个针对老年伴有 CVD 的髋部骨折患者发生 POP 的临床预测模型,其危险因素包括性别、骨折类型和围手术期低蛋白血症。因此,我们可以在临床工作中对这些因素的患者采取有效的预防 POP 发生的措施。

证据等级

IV;巢式病例对照研究。

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