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基于自我报告、血液生物标志物和检查数据的虚弱指数在加拿大老龄化纵向研究中。

Frailty indices based on self-report, blood-based biomarkers and examination-based data in the Canadian Longitudinal Study on Aging.

机构信息

Department of Medicine, Dalhousie University, Halifax, Nova Scotia, Canada.

Instituto Nacional de Geriatria, Mexico City, Mexico.

出版信息

Age Ageing. 2022 May 1;51(5). doi: 10.1093/ageing/afac075.

Abstract

BACKGROUND

Frailty can be operationalised using the deficit accumulation approach, which considers health deficits across multiple domains. We aimed to develop, validate and compare three different frailty indices (FI) constructed from self-reported health measures (FI-Self Report), blood-based biomarkers (FI-Blood) and examination-based assessments (FI-Examination).

METHODS

Up to 30,027 participants aged 45-85 years from the baseline (2011-2015) comprehensive cohort of the Canadian Longitudinal Study on Aging were included in the analyses. Following standard criteria, three FIs were created: a 48-item FI-Self Report, a 23-item FI-Blood and a 47-item FI-Examination. In addition a 118-item FI-Combined was constructed. Mortality status was ascertained in July 2019.

RESULTS

FI-Blood and FI-Examination demonstrated broader distributions than FI-Self Report. FI-Self Report and FI-Blood scores were higher in females, whereas FI-Examination scores were higher in males. All FI scores increased nonlinearly with age and were highest at lower education levels. In sex and age-adjusted models, a 0.01 increase in FI score was associated with a 1.08 [95% confidence interval (CI): 1.07,1.10], 1.05 (1.04,1.06), 1.07 (1.05,1.08) and a 1.13 (1.11,1.16) increased odds of mortality for FI-Self Report, FI-Blood, FI-Examination and FI-Combined, respectively. Inclusion of the three distinct FI types in a single model yielded the best prognostic accuracy and model fit, even compared to the FI-Combined, with all FIs remaining independently associated with mortality.

CONCLUSION

Characteristics of all FIs were largely consistent with previously established FIs. To adequately capture frailty levels and to improve our understanding of the heterogeneity of ageing, FIs should consider multiple types of deficits including self-reported, blood and examination-based measures.

摘要

背景

衰弱可以通过累积缺陷的方法进行操作,该方法考虑了多个领域的健康缺陷。我们旨在开发、验证和比较三种不同的基于自我报告健康测量(FI-自我报告)、基于血液的生物标志物(FI-血液)和基于体检的评估(FI-体检)构建的衰弱指数(FI)。

方法

纳入了加拿大老龄化纵向研究基线(2011-2015 年)综合队列中年龄在 45-85 岁的多达 30027 名参与者进行分析。根据标准标准,创建了三种 FI:48 项 FI-自我报告、23 项 FI-血液和 47 项 FI-体检。此外,还构建了一个 118 项 FI-综合指数。2019 年 7 月确定了死亡率状况。

结果

FI-血液和 FI-体检的分布比 FI-自我报告更广泛。女性的 FI-自我报告和 FI-血液评分较高,而男性的 FI-体检评分较高。所有 FI 评分随年龄呈非线性增加,在较低教育水平时最高。在性别和年龄调整模型中,FI 评分增加 0.01 与 FI-自我报告、FI-血液、FI-体检和 FI-综合的死亡风险增加 1.08[95%置信区间(CI):1.07,1.10]、1.05(1.04,1.06)、1.07(1.05,1.08)和 1.13(1.11,1.16)分别相关。在单一模型中纳入三种不同的 FI 类型可获得最佳的预后准确性和模型拟合,甚至与 FI-综合相比,所有 FI 仍然与死亡率独立相关。

结论

所有 FI 的特征在很大程度上与以前建立的 FI 一致。为了充分捕捉衰弱水平并提高我们对衰老异质性的理解,FI 应考虑多种类型的缺陷,包括自我报告、血液和体检测量。

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