The association between frailty and headache in middle-aged and older individuals: a data analysis based on the GBD2021, the CHARLS and Mendelian randomization.

IF 3.6 4区 医学 Q1 MEDICINE, GENERAL & INTERNAL
Archives of Medical Science Pub Date : 2026-04-12 eCollection Date: 2026-01-01 DOI:10.5114/aoms/216957
Zhi Qin, Ting Ting Li, Yu Qiao
{"title":"The association between frailty and headache in middle-aged and older individuals: a data analysis based on the GBD2021, the CHARLS and Mendelian randomization.","authors":"Zhi Qin, Ting Ting Li, Yu Qiao","doi":"10.5114/aoms/216957","DOIUrl":null,"url":null,"abstract":"<p><strong>Introduction: </strong>Headache is a common neurological disease with a significant impact on individuals and a high social economic burden.</p><p><strong>Material and methods: </strong>We explored the association between frailty (assessed by FI) and incidence of new headaches among older individuals using the Global Burden of Disease database and the China Health and Retirement Longitudinal Study (CHARLS).</p><p><strong>Results: </strong>We examined 2108 individuals aged 60 years and older, and found that 16.56% of them reported incidence headache. The results demonstrated a clear association between higher levels of frailty and higher risks of headaches. Higher FI was associated with 1% higher odds of having headaches (OR = 1.12, <i>p</i> < 0.001, 1 unit increase of FI). Individuals in highest quartile of FI had OR = 1.36 compared to the lowest quartiles of FI. Results of multi-variable logistic regression analysis consistently supported our findings in different adjusted models. Subgroup analyses showed similar results in different subgroups. Moreover, Mendelian Randomization analysis also supported the genetic correlation between frailty and headache phenotype (OR for FI and headache: 3.023 and 2.937, <i>p</i> < 0.001).</p><p><strong>Conclusions: </strong>The growing global burden of headaches, especially in older adults, underscores the urgency of targeted interventions. Our findings imply that frailty may be a potential indicator of headache risk, and they call for healthcare strategies to reduce the incidence of headache by intervening in frailty. In the future, we will focus on the biological processes underlying the frailty-headache association to provide credible targets for personalized treatment and evidence-based preventive care.</p>","PeriodicalId":8278,"journal":{"name":"Archives of Medical Science","volume":"22 3","pages":"1433-1456"},"PeriodicalIF":3.6000,"publicationDate":"2026-04-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC13426192/pdf/","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Archives of Medical Science","FirstCategoryId":"3","ListUrlMain":"https://doi.org/10.5114/aoms/216957","RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"2026/1/1 0:00:00","PubModel":"eCollection","JCR":"Q1","JCRName":"MEDICINE, GENERAL & INTERNAL","Score":null,"Total":0}
引用次数: 0

Abstract

Introduction: Headache is a common neurological disease with a significant impact on individuals and a high social economic burden.

Material and methods: We explored the association between frailty (assessed by FI) and incidence of new headaches among older individuals using the Global Burden of Disease database and the China Health and Retirement Longitudinal Study (CHARLS).

Results: We examined 2108 individuals aged 60 years and older, and found that 16.56% of them reported incidence headache. The results demonstrated a clear association between higher levels of frailty and higher risks of headaches. Higher FI was associated with 1% higher odds of having headaches (OR = 1.12, p < 0.001, 1 unit increase of FI). Individuals in highest quartile of FI had OR = 1.36 compared to the lowest quartiles of FI. Results of multi-variable logistic regression analysis consistently supported our findings in different adjusted models. Subgroup analyses showed similar results in different subgroups. Moreover, Mendelian Randomization analysis also supported the genetic correlation between frailty and headache phenotype (OR for FI and headache: 3.023 and 2.937, p < 0.001).

Conclusions: The growing global burden of headaches, especially in older adults, underscores the urgency of targeted interventions. Our findings imply that frailty may be a potential indicator of headache risk, and they call for healthcare strategies to reduce the incidence of headache by intervening in frailty. In the future, we will focus on the biological processes underlying the frailty-headache association to provide credible targets for personalized treatment and evidence-based preventive care.

中老年人虚弱和头痛之间的关系:基于GBD2021、CHARLS和孟德尔随机化的数据分析
简介:头痛是一种常见的神经系统疾病,对个体的影响很大,也是一种很高的社会经济负担。材料和方法:我们利用全球疾病负担数据库和中国健康与退休纵向研究(CHARLS),探讨老年人虚弱(由FI评估)与新发头痛发生率之间的关系。结果:我们调查了2108名60岁及以上的人,发现16.56%的人报告有头痛的发生。研究结果表明,身体越脆弱,患头痛的风险就越大。高FI与患头痛的几率增加1%相关(OR = 1.12, p < 0.001, FI增加1个单位)。FI最高四分位数个体与FI最低四分位数个体的OR = 1.36。在不同的调整模型中,多变量logistic回归分析的结果一致支持我们的发现。亚组分析显示不同亚组的结果相似。此外,孟德尔随机化分析也支持虚弱和头痛表型之间的遗传相关性(FI和头痛的OR分别为3.023和2.937,p < 0.001)。结论:全球头痛负担不断增加,尤其是老年人,强调了有针对性干预措施的紧迫性。我们的研究结果表明,虚弱可能是头痛风险的一个潜在指标,他们呼吁医疗保健策略通过干预虚弱来减少头痛的发病率。在未来,我们将关注虚弱-头痛关联背后的生物学过程,为个性化治疗和循证预防护理提供可信的目标。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
求助全文
约1分钟内获得全文 求助全文
来源期刊
Archives of Medical Science
Archives of Medical Science 医学-医学:内科
CiteScore
4.90
自引率
7.90%
发文量
139
审稿时长
1.7 months
期刊介绍: Archives of Medical Science (AMS) publishes high quality original articles and reviews of recognized scientists that deal with all scientific medicine. AMS opens the possibilities for young, capable scientists. The journal would like to give them a chance to have a publication following matter-of-fact, professional review by outstanding, famous medical scientists. Thanks to that they will have an opportunity to present their study results and/or receive useful advice about the mistakes they have made so far. The second equally important aim is a presentation of review manuscripts of recognized scientists about the educational capacity, in order that young scientists, often at the beginning of their scientific carrier, could constantly deepen their medical knowledge and be up-to-date with current guidelines and trends in world-wide medicine. The fact that our educational articles are written by world-famous scientists determines their innovation and the highest quality.
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
联系我们:info@booksci.cn Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:604180095
Book学术官方微信
小红书