Evidence map›Paper›PMID 40121961›Full record

ArticleThe journal of nutrition, health & aging2025

Longitudinal association between frailty and pain in three prospective cohorts of older population.

Hongcheng Huang, Linghao Ni, Lyuhan Zhang, Jiawei Zhou, Bin Peng

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Article in The journal of nutrition, health & aging, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 9 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
9citing papers in PubMed, 1 pooled it
–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

9 citing papers in PubMed, 1 synthesis or guideline pooled it.

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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

5 authors.

Hongcheng HuangCollege of Public Health, Chongqing Medical University, Chongqing, 401331, China.
Linghao NiCollege of Public Health, Chongqing Medical University, Chongqing, 401331, China.
Lyuhan ZhangCollege of Public Health, Chongqing Medical University, Chongqing, 401331, China.
Jiawei ZhouCollege of Public Health, Chongqing Medical University, Chongqing, 401331, China. Electronic address: zhoujiawei@cqmu.edu.cn.
Bin PengCollege of Public Health, Chongqing Medical University, Chongqing, 401331, China. Electronic address: pengbin@cqmu.edu.cn.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

BACKGROUND AND

objectivesAs the global population ages, frailty and pain have become two significant health issues that impact the quality of life in older adults. Previous studies have not thoroughly explored the relationship between them. This study aims to investigate the longitudinal association between frailty and pain using data from prospective cohorts in China (CHARLS), the United Kingdom (ELSA), and the United States (HRS).

methodsThis study utilized data from three prospective cohort studies: the China Health and Retirement Longitudinal Study (CHARLS), the English Longitudinal Study of Ageing (ELSA), and the Health and Retirement Study (HRS). Frailty status was assessed using the Rockwood frailty index and categorized into robust, pre-frail, and frail. Pain was evaluated by self-reports. Pain degrees were categorized into mild, moderate and severe. Pain areas were grouped into four main areas: head and neck, trunk, limbs, oral. Generalized linear mixed-effects models were employed to analyze the longitudinal relationship between frailty and pain while adjusting for covariates, including gender, age, marital status, education level, sleep quality, smoking, drinking, hypertension, and diabetes.

resultsAccording to the inclusion and exclusion criteria, 10,624 participants from CHARLS (47% female, mean age: 60.76 years), 4945 participants from ELSA (52.2% female, mean age: 70.05 years), and 11,439 participants from HRS (55.8% female, mean age: 69.28 years) were included in the subsequent analysis. Compared to robust individuals, those in pre-frail and frail states showed a significantly increased risk of experiencing pain. In all three cohorts, pre-frail individuals had a 3.82-fold increased likelihood of pain compared to robust individuals (OR = 3.82, 95%CI = 3.51-4.15, p-value < 0.001, CHARLS), 4.29-fold (OR = 4.29, 95%CI = 3.74-4.93, p-value < 0.001, ELSA), and 4.17-fold (OR = 4.17, 95%CI = 3.81-4.57 p-value < 0.001, HRS). Frail individuals had a 10.44-fold increased likelihood of pain (OR = 10.44, 95%CI = 9.05-12.04, p-value < 0.001, CHARLS), 10.14-fold (OR = 10.14, 95%CI = 8.05-12.76, p-value < 0.001, ELSA), and 13.27-fold (OR = 13.27, 95%CI = 11.71-15.03, p-value < 0.001, HRS).

conclusionThis study demonstrates that frailty significantly impacts the risk of pain, the degree of pain, and the areas of pain. And this association is consistently observed across older populations in different countries. Future pain management strategies should incorporate frailty assessments to mitigate the adverse effects of pain on the health of older adults.

Indexed as

Frail ElderlyFrailtyPainAgedAged, 80 and overChinaFemaleGeriatric AssessmentHumansLongitudinal StudiesMaleMiddle AgedProspective StudiesQuality of LifeUnited KingdomUnited StatesEpidemiologyFrailtyLongitudinal associationPain

Identifiers

PMID40121961
PMCPMC12172954

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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.