• 文献检索
  • 文档翻译
  • 深度研究
  • 学术资讯
  • Suppr Zotero 插件Zotero 插件
  • 邀请有礼
  • 套餐&价格
  • 历史记录
应用&插件
Suppr Zotero 插件Zotero 插件浏览器插件Mac 客户端Windows 客户端微信小程序
定价
高级版会员购买积分包购买API积分包
服务
文献检索文档翻译深度研究API 文档MCP 服务
关于我们
关于 Suppr公司介绍联系我们用户协议隐私条款
关注我们

Suppr 超能文献

核心技术专利:CN118964589B侵权必究
粤ICP备2023148730 号-1Suppr @ 2026

文献检索

告别复杂PubMed语法,用中文像聊天一样搜索,搜遍4000万医学文献。AI智能推荐,让科研检索更轻松。

立即免费搜索

文件翻译

保留排版,准确专业,支持PDF/Word/PPT等文件格式,支持 12+语言互译。

免费翻译文档

深度研究

AI帮你快速写综述,25分钟生成高质量综述,智能提取关键信息,辅助科研写作。

立即免费体验

利用电子虚弱指数预测非虚弱和虚弱前期社区老年人的不良健康结局。

Prediction of adverse health outcomes using an electronic frailty index among nonfrail and prefrail community elders.

机构信息

Department of Geriatrics and Gerontology, National Taiwan University Hospital, Taipei, Taiwan.

Department of Internal Medicine, College of Medicine, National Taiwan University, Taipei, Taiwan.

出版信息

BMC Geriatr. 2023 Aug 7;23(1):474. doi: 10.1186/s12877-023-04160-1.

DOI:10.1186/s12877-023-04160-1
PMID:37550602
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC10408173/
Abstract

BACKGROUND

Early recognition of older people at risk of undesirable clinical outcomes is vital in preventing future disabling conditions. Here, we report the prognostic performance of an electronic frailty index (eFI) in comparison with traditional tools among nonfrail and prefrail community-dwelling older adults. The study is to investigate the predictive utility of a deficit-accumulation eFI in community elders without overt frailty.

METHODS

Participants aged 65-80 years with a Clinical Frailty Scale of 1-3 points were recruited and followed for 2 years. The eFI score and Fried's frailty scale were determined by using a semiautomated platform of self-reported questionnaires and objective measurements which yielded cumulative deficits and physical phenotypes from 80 items of risk variables. Kaplan-Meier method and Cox proportional hazards regression were used to analyze the severity of frailty in relation to adverse outcomes of falls, emergency room (ER) visits and hospitalizations during 2 years' follow-up.

RESULTS

A total of 427 older adults were evaluated and dichotomized by the median FI score. Two hundred and sixty (60.9%) and 167 (39.1%) elders were stratified into the low- (eFI ≤ 0.075) and the high-risk (eFI > 0.075) groups, respectively. During the follow-up, 77 (47.0%) individuals developed adverse events in the high-risk group, compared with 79 (30.5%) in the low-risk group (x, p = 0.0006). In multivariable models adjusted for age and sex, the increased risk of all three events combined in the high- vs. low-risk group remained significant (adjusted hazard ratio (aHR) = 3.08, 95% confidence interval (CI): 1.87-5.07). For individual adverse event, the aHRs were 2.20 (CI: 1.44-3.36) for falls; 1.67 (CI: 1.03-2.70) for ER visits; and 2.84 (CI: 1.73-4.67) for hospitalizations. Compared with the traditional tools, the eFI stratification (high- vs. low-risk) showed better predictive performance than either CFS rating (managing well vs. fit to very fit; not discriminative in hospitalizations) or Fried's scale (prefrail to frail vs. nonfrail; not discriminative in ER visits).

CONCLUSION

The eFI system is a useful frailty tool which effectively predicts the risk of adverse healthcare outcomes in nonfrail and/or prefrail older adults over a period of 2 years.

摘要

背景

早期识别有不良临床结局风险的老年人对于预防未来的失能状态至关重要。在这里,我们报告了电子虚弱指数 (eFI) 在与非虚弱和虚弱前期社区居住的老年人的传统工具相比的预后性能。该研究旨在调查无明显虚弱的社区老年人中累积缺陷 eFI 的预测效用。

方法

招募年龄在 65-80 岁、临床虚弱量表评分为 1-3 分的参与者,并随访 2 年。eFI 评分和弗里德虚弱量表通过使用半自动化的自我报告问卷和客观测量平台确定,该平台从 80 个风险变量中产生累积缺陷和身体表型。采用 Kaplan-Meier 方法和 Cox 比例风险回归分析 2 年随访期间虚弱严重程度与跌倒、急诊室 (ER) 就诊和住院相关的不良结局。

结果

共评估了 427 名老年人,并根据 FI 评分中位数进行了二分法。260(60.9%)和 167 名(39.1%)老年人分别分为低风险(eFI≤0.075)和高风险(eFI>0.075)组。在随访期间,高风险组有 77 人(47.0%)发生不良事件,而低风险组有 79 人(30.5%)(x,p=0.0006)。在调整年龄和性别后,多变量模型中高 vs. 低风险组的所有三种事件综合风险增加仍然显著(调整后的危险比(aHR)=3.08,95%置信区间(CI):1.87-5.07)。对于个别不良事件,aHR 分别为跌倒 2.20(CI:1.44-3.36);ER 就诊 1.67(CI:1.03-2.70);住院 2.84(CI:1.73-4.67)。与传统工具相比,eFI 分层(高 vs. 低风险)比 CFS 评分(管理良好与适合非常适合;在住院方面无差异)或弗里德量表(虚弱前期与非虚弱;在 ER 就诊方面无差异)具有更好的预测性能。

结论

eFI 系统是一种有用的虚弱工具,可有效预测 2 年内非虚弱和/或虚弱前期老年人不良医疗保健结局的风险。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/daa8/10408173/07314f29d471/12877_2023_4160_Fig2_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/daa8/10408173/50485dc3eb2f/12877_2023_4160_Fig1_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/daa8/10408173/07314f29d471/12877_2023_4160_Fig2_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/daa8/10408173/50485dc3eb2f/12877_2023_4160_Fig1_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/daa8/10408173/07314f29d471/12877_2023_4160_Fig2_HTML.jpg

相似文献

1
Prediction of adverse health outcomes using an electronic frailty index among nonfrail and prefrail community elders.利用电子虚弱指数预测非虚弱和虚弱前期社区老年人的不良健康结局。
BMC Geriatr. 2023 Aug 7;23(1):474. doi: 10.1186/s12877-023-04160-1.
2
Frailty, Polypharmacy, and Health Outcomes in Older Adults: The Frailty and Dependence in Albacete Study.衰弱、多重用药与老年人健康结局:阿尔瓦塞特衰弱与依赖研究。
J Am Med Dir Assoc. 2018 Jan;19(1):46-52. doi: 10.1016/j.jamda.2017.07.008. Epub 2017 Sep 9.
3
Automated Electronic Frailty Index-Identified Frailty Status and Associated Postsurgical Adverse Events.自动化电子衰弱指数识别的衰弱状况与相关术后不良事件。
JAMA Netw Open. 2023 Nov 1;6(11):e2341915. doi: 10.1001/jamanetworkopen.2023.41915.
4
Assessment of Frailty and Association With Progression of Benign Prostatic Hyperplasia Symptoms and Serious Adverse Events Among Men Using Drug Therapy.评估男性药物治疗良性前列腺增生症状进展和严重不良事件的脆弱性及其相关性。
JAMA Netw Open. 2021 Nov 1;4(11):e2134427. doi: 10.1001/jamanetworkopen.2021.34427.
5
Frailty Index and Sex-Specific 6-Year Mortality in Community-Dwelling Older People: The ActiFE Study.衰弱指数与社区居住老年人的性别特异性 6 年死亡率:ActiFE 研究。
J Gerontol A Biol Sci Med Sci. 2020 Jan 20;75(2):366-373. doi: 10.1093/gerona/glz051.
6
Automated Frailty Screening At-Scale for Pre-Operative Risk Stratification Using the Electronic Frailty Index.使用电子虚弱指数进行大规模自动化虚弱筛查以进行术前风险分层
J Am Geriatr Soc. 2021 May;69(5):1357-1362. doi: 10.1111/jgs.17027. Epub 2021 Jan 19.
7
Development and validation of an electronic frailty index using routine primary care electronic health record data.利用常规基层医疗电子健康记录数据开发并验证电子衰弱指数
Age Ageing. 2016 May;45(3):353-60. doi: 10.1093/ageing/afw039. Epub 2016 Mar 3.
8
Frailty in Older Adults With Multiple Myeloma: A Study of US Veterans.老年人多发性骨髓瘤的脆弱性:一项对美国退伍军人的研究。
JCO Clin Cancer Inform. 2020 Feb;4:117-127. doi: 10.1200/CCI.19.00094.
9
A Computerized Frailty Assessment Tool at Points-of-Care: Development of a Standalone Electronic Comprehensive Geriatric Assessment/Frailty Index (eFI-CGA).一种即时照护环境下的计算机化衰弱评估工具:独立电子综合老年评估/衰弱指数(eFI-CGA)的开发。
Front Public Health. 2020 Mar 31;8:89. doi: 10.3389/fpubh.2020.00089. eCollection 2020.
10
Balance Evaluation of Prefrail and Frail Community-Dwelling Older Adults.衰弱前期和衰弱社区居住老年人的平衡评估。
J Geriatr Phys Ther. 2019 Jul/Sep;42(3):176-182. doi: 10.1519/JPT.0000000000000147.

引用本文的文献

1
Frailty transitions in electronic health records: who first? what first?电子健康记录中的衰弱转变:谁先出现?什么先出现?
Aging (Albany NY). 2025 May 12;17(5):1148-1163. doi: 10.18632/aging.206247.
2
Frailty predicts adverse clinical outcomes in patients with moderate to severe chronic kidney disease.衰弱预示着中重度慢性肾脏病患者的不良临床结局。
Aging (Albany NY). 2025 Apr 15;17(4):1060-1072. doi: 10.18632/aging.206239.
3
Developing an Electronic Frailty Index (eFI) and a biological age trajectory with a cohort of over one million older adults in Hong Kong.

本文引用的文献

1
Effects of incorporating multidomain interventions into integrated primary care on quality of life: a randomised controlled trial.多领域干预措施融入综合初级保健对生活质量的影响:一项随机对照试验。
Lancet Healthy Longev. 2021 Nov;2(11):e712-e723. doi: 10.1016/S2666-7568(21)00248-8. Epub 2021 Oct 22.
2
Validation of clinical frailty scale in Chinese translation.中文翻译:临床虚弱量表的中文翻译验证。
BMC Geriatr. 2022 Jul 20;22(1):604. doi: 10.1186/s12877-022-03287-x.
3
Validation of a Deficit-Accumulation Frailty Index in the ASPirin in Reducing Events in the Elderly Study and Its Predictive Capacity for Disability-Free Survival.
利用香港超过100万老年人队列开发电子衰弱指数(eFI)和生物年龄轨迹。
J Frailty Aging. 2025 Apr;14(2):100021. doi: 10.1016/j.tjfa.2025.100021. Epub 2025 Mar 7.
4
Construction and optimization of health behavior prediction model for the older adult in smart older adult care.智慧老年照护中老年人健康行为预测模型的构建与优化
Front Public Health. 2024 Dec 18;12:1486930. doi: 10.3389/fpubh.2024.1486930. eCollection 2024.
5
Development and validation of an electronic frailty index in a national health maintenance organization.在一个全国性的健康维护组织中开发和验证电子虚弱指数。
Aging (Albany NY). 2024 Oct 24;16(20):13025-13038. doi: 10.18632/aging.206141.
验证在老年人研究中使用阿司匹林减少事件的缺陷积累脆弱性指数及其对无残疾生存的预测能力。
J Gerontol A Biol Sci Med Sci. 2022 Jan 7;77(1):19-26. doi: 10.1093/gerona/glab225.
4
A scoping review of the Clinical Frailty Scale.临床虚弱量表的范围综述。
BMC Geriatr. 2020 Oct 7;20(1):393. doi: 10.1186/s12877-020-01801-7.
5
Using the Clinical Frailty Scale in Allocating Scarce Health Care Resources.在分配稀缺医疗资源时使用临床衰弱量表。
Can Geriatr J. 2020 Sep 1;23(3):210-215. doi: 10.5770/cgj.23.463. eCollection 2020 Sep.
6
Changes in frailty among community-dwelling Chinese older adults and its predictors: evidence from a two-year longitudinal study.社区居住的中国老年人虚弱变化及其预测因素:一项为期两年的纵向研究证据。
BMC Geriatr. 2020 Apr 10;20(1):130. doi: 10.1186/s12877-020-01530-x.
7
Frailty and mortality: an 18-year follow-up study among Finnish community-dwelling older people.虚弱与死亡:一项针对芬兰社区居住老年人的 18 年随访研究。
Aging Clin Exp Res. 2020 Oct;32(10):2013-2019. doi: 10.1007/s40520-019-01383-4. Epub 2019 Oct 25.
8
Management of frailty: opportunities, challenges, and future directions.虚弱管理:机遇、挑战与未来方向。
Lancet. 2019 Oct 12;394(10206):1376-1386. doi: 10.1016/S0140-6736(19)31785-4.
9
Frailty: implications for clinical practice and public health.虚弱:对临床实践和公共卫生的影响。
Lancet. 2019 Oct 12;394(10206):1365-1375. doi: 10.1016/S0140-6736(19)31786-6.
10
External validation of the electronic Frailty Index using the population of Wales within the Secure Anonymised Information Linkage Databank.使用 Secure Anonymised Information Linkage Databank 中的威尔士人群对电子虚弱指数进行外部验证。
Age Ageing. 2019 Nov 1;48(6):922-926. doi: 10.1093/ageing/afz110.