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加拿大老龄化纵向研究中衰弱指数可靠性的临床相关性及其意义。

Clinical Correlates and Implications of the Reliability of the Frailty Index in the Canadian Longitudinal Study on Aging.

机构信息

Division of Geriatrics, Centre hospitalier de l'Université de Montréal, Quebec, Canada.

Centre de recherche du Centre hospitalier de l'Université de Montréal, Quebec, Canada.

出版信息

J Gerontol A Biol Sci Med Sci. 2021 Oct 13;76(11):e340-e346. doi: 10.1093/gerona/glab161.

Abstract

BACKGROUND

Deficit accumulation frailty indices (FIs) are widely used to characterize frailty. FIs vary in number and composition of items; the impact of this variation on reliability and clinical applicability is unknown.

METHOD

We simulated 12 000 studies using a set of 70 candidate deficits in 12 080 community-dwelling participants 65 years and older. For each study, we varied the number (5, 10, 15, 25, 35, 45) and composition (random selection) of items defining the FI and calculated descriptive and predictive estimates: frailty score, prevalence, frailty cutoff, mortality odds ratio, predicted probability of mortality for FI = 0.28 (prevalence threshold), and FI cutoff predicting 10% mortality over the follow-up. We summarized the estimates' medians and spreads (0.025-0.975 quantiles) by number of items and calculated intraclass correlation coefficients (ICCs).

RESULTS

Medians of frailty scores were 0.11-0.12 with decreasing spreads from 0.04-0.24 to 0.10-0.14 for 5-item and 45-item FIs. The median cutoffs identifying 15% as frail was 0.19-0.20 and stable; the spreads decreased with more items. However, medians and spreads for the prevalence of frailty (median: 11%-3%), mortality odds ratio (median: 1.24-2.19), predicted probability of mortality (median: 8%-17%), and FI cutoff predicting 10% mortality (median: 0.38-0.20) varied markedly. ICC increased from 0.19 (5-item FIs) to 0.84 (45-item FIs).

CONCLUSIONS

Variability in the number and composition of items of individual FIs strongly influences their reliability. Estimates using FIs may not be sufficiently stable for generalizing results or direct application. We propose avenues to improve the development, reporting, and interpretation of FIs.

摘要

背景

缺陷积累衰弱指数(FI)广泛用于描述衰弱。FI 在项目数量和组成上存在差异;这种差异对可靠性和临床适用性的影响尚不清楚。

方法

我们使用一组 70 个候选缺陷在 12080 名 65 岁及以上的社区居住参与者中模拟了 12000 项研究。对于每项研究,我们改变了定义 FI 的项目数量(5、10、15、25、35、45)和组成(随机选择),并计算了描述性和预测性估计值:衰弱评分、患病率、衰弱截止值、死亡率比值比、FI = 0.28(患病率阈值)的死亡率预测概率和 FI 截止值预测随访期间 10%的死亡率。我们按项目数量总结了估计值的中位数和范围(0.025-0.975 分位数),并计算了组内相关系数(ICC)。

结果

衰弱评分的中位数为 0.11-0.12,随着项目数量的减少,范围从 0.04-0.24 缩小到 0.10-0.14。确定 15%为衰弱的 5 项和 45 项 FI 的中位数截止值为 0.19-0.20 且稳定;范围随项目数量的增加而减少。然而,衰弱的患病率(中位数:11%-3%)、死亡率比值比(中位数:1.24-2.19)、预测死亡率的概率(中位数:8%-17%)和 FI 截止值预测 10%的死亡率(中位数:0.38-0.20)的中位数和范围差异很大。ICC 从 0.19(5 项 FI)增加到 0.84(45 项 FI)。

结论

个体 FI 中项目数量和组成的变化强烈影响其可靠性。使用 FI 的估计值可能不够稳定,无法推广结果或直接应用。我们提出了改进 FI 的开发、报告和解释的途径。

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