Evidence map›Paper›PMID 42540525›Full record

ArticleArchives of medical science : AMS2026

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

Zhi Qin, Ting Ting Li, Yu Qiao

Abstract read
In one paragraph

Article in Archives of medical science : AMS, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

3 authors.

Zhi QinSchool Basic Medical Sciences, Heilongjiang University of Chinese Medicine, Harbin, China.
Ting Ting LiSchool Basic Medical Sciences, Heilongjiang University of Chinese Medicine, Harbin, China.
Yu QiaoSchool Basic Medical Sciences, Heilongjiang University of Chinese Medicine, Harbin, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

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, 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.

Indexed as

CHARLSfrailtyglobal burden of diseaseheadachemiddle-aged and older individuals

Identifiers

PMID42540525
PMCPMC13426192

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Registered trials

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.