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一种新的术前风险评分,用于预测老年髋部骨折患者的死亡率:一项外部验证研究。

A new preoperative risk score for predicting mortality of elderly hip fracture patients: an external validation study.

机构信息

Orthopedic Center of Deyang City, Department of Orthopedics, People's Hospital of Deyang City, Deyang, 618000, Sichuan, China.

出版信息

Aging Clin Exp Res. 2021 Sep;33(9):2519-2527. doi: 10.1007/s40520-021-01786-2. Epub 2021 Jan 24.

Abstract

BACKGROUND

Hip fractures are common in the elderly and have a high risk of mortality. Several risk prediction models for mortality of hip fracture have been developed, but most of them are difficult to apply accurately in clinical practice.

AIMS

The objective of the present study was to perform an external validation of a new published preoperative risk score for predicting mortality.

METHODS

We carried out a retrospective cohort study from January 2014 to December 2018 for elderly hip fracture patients discharged from a orthopedic center in China. The preoperative risk score was calculated for each patient, and further divided into two groups: low-risk group (score < 24 points) and high-risk group (score ≥ 24 points) using the receiver operating characteristic (ROC) curve. The outcome was 30-day, 6-month and 1-year all-cause mortality, and the relationship between the risk score and mortality was assessed by univariate and multivariate Cox proportional hazard models. The area under the curve (AUC), Hosmer-Lemeshow test and calibration plots were used to test the discrimination and calibration.

RESULTS

A total of 460 consecutive patients were included in the study, and high-risk score was an independent risk factor for 30-day mortality [Hazard ratio (HR) 6.70; 95% Confidence interval (CI) 1.82-24.69; p = 0.004], 6-month mortality (HR 2.94; 95% CI 1.68-5.17; p < 0.001) and 1-year mortality (HR 3.30; 95% CI 2.09-5.20; p < 0.001). Also, each point increase in the risk score resulted in a 11% increase in 30-day mortality (HR 1.11; 95% CI 1.07-1.16; p < 0.001), 6% increase in 6-month mortality (HR 1.06; 95% CI 1.04-1.09; p < 0.001), and 5% increase in 1-year mortality (HR 1.05; 95% CI 1.03-1.07; p < 0.001). Moreover, the risk score had an AUC of 0.89 (95% CI 0.80-0.98) for 30-day mortality, 0.77 (95% CI 0.70-0.83) for 6-month mortality, and 0.76 (95% CI 0.70-0.81) for 1-year mortality. Calibration plots showed a good calibration between observed and predicted mortality, which was also demonstrated by the Hosmer-Lemeshow test.

CONCLUSION

Our present study findings indicated that the preoperative risk score was an accurate mortality risk assessment tool for elderly hip fracture patients, regardless of short- and long-term follow-up.

摘要

背景

髋部骨折在老年人中很常见,且具有较高的死亡率。已经开发出了几种用于预测髋部骨折死亡率的风险预测模型,但大多数模型在临床实践中难以准确应用。

目的

本研究旨在对一种新发表的用于预测死亡率的术前风险评分进行外部验证。

方法

我们进行了一项回顾性队列研究,纳入了 2014 年 1 月至 2018 年 12 月期间从中国一家骨科中心出院的老年髋部骨折患者。为每位患者计算术前风险评分,并使用接受者操作特征(ROC)曲线将其进一步分为低危组(评分 < 24 分)和高危组(评分 ≥ 24 分)。研究的结局为 30 天、6 个月和 1 年的全因死亡率,并使用单变量和多变量 Cox 比例风险模型评估风险评分与死亡率之间的关系。曲线下面积(AUC)、Hosmer-Lemeshow 检验和校准图用于检验判别和校准能力。

结果

共纳入 460 例连续患者,高危评分是 30 天死亡率的独立危险因素[风险比(HR)6.70;95%置信区间(CI)1.82-24.69;p = 0.004]、6 个月死亡率(HR 2.94;95%CI 1.68-5.17;p < 0.001)和 1 年死亡率(HR 3.30;95%CI 2.09-5.20;p < 0.001)。此外,风险评分每增加 1 分,30 天死亡率增加 11%(HR 1.11;95%CI 1.07-1.16;p < 0.001),6 个月死亡率增加 6%(HR 1.06;95%CI 1.04-1.09;p < 0.001),1 年死亡率增加 5%(HR 1.05;95%CI 1.03-1.07;p < 0.001)。此外,风险评分对 30 天死亡率的 AUC 为 0.89(95%CI 0.80-0.98),对 6 个月死亡率的 AUC 为 0.77(95%CI 0.70-0.83),对 1 年死亡率的 AUC 为 0.76(95%CI 0.70-0.81)。校准图显示观察到的死亡率与预测死亡率之间具有良好的校准度,Hosmer-Lemeshow 检验也证实了这一点。

结论

本研究结果表明,术前风险评分是一种准确评估老年髋部骨折患者死亡率的风险评估工具,无论短期还是长期随访。

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