Evidence map›Paper›PMID 41951780›Full record

ArticleInternational journal of obesity (2005)2026

Longitudinal associations between BMI changes and musculoskeletal pain in older European males and females.

Aisha Alayna Brown, Jesper Lykkegaard, Jonas Bloch Thorlund, Sören Möller, Jens Søndergaard, Linda Juel Ahrenfeldt

Abstract read
In one paragraph

Article in International journal of obesity (2005), 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
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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

6 authors.

Aisha Alayna BrownResearch Unit of General Practice, Department of Public Health, University of Southern Denmark, Odense-Esbjerg, Denmark. abrown@health.sdu.dk.ORCID http://orcid.org/0009-0007-8815-4061
Jesper LykkegaardResearch Unit of General Practice, Department of Public Health, University of Southern Denmark, Odense-Esbjerg, Denmark.
Jonas Bloch ThorlundResearch Unit of General Practice, Department of Public Health, University of Southern Denmark, Odense-Esbjerg, Denmark.ORCID http://orcid.org/0000-0001-7789-8224
Sören MöllerResearch Unit for Epidemiology, Biostatistics and Biodemography, Department of Public Health, University of Southern Denmark, Odense, Denmark.
Jens SøndergaardResearch Unit of General Practice, Department of Public Health, University of Southern Denmark, Odense-Esbjerg, Denmark.
Linda Juel AhrenfeldtResearch Unit of General Practice, Department of Public Health, University of Southern Denmark, Odense-Esbjerg, Denmark.ORCID http://orcid.org/0000-0002-5018-1642

Funding

Enhancing the Comparability of SHARE with HRS and ELSAR01AG052527 · NIA · MAX PLANCK INST/SOCIAL LAW/SOCIAL POLICY · PI BOERSCH-SUPAN, AXEL H · 2016 to 2020
$2.1M
NIA NIH HHS HHSN271201300071CNIA NIH HHS R01 AG052527
6 · The paper itself

Abstract

backgroundMusculoskeletal pain affects nearly 200 million European citizens and is a leading cause of disability. This study examines the associations between body mass index (BMI) trajectories over time and self-reported musculoskeletal pain, and explores how these associations differ by sex.

methodsWe conducted a longitudinal cohort study using data from waves 5-9 (2013-2022) of the Survey of Health, Ageing and Retirement in Europe. A total of 73,469 participants (mean age 70 years; 56% female) contributed at least two BMI measurements across study waves. Baseline and follow-up BMI values were categorized into sex-stratified quartiles, resulting in 16 distinct BMI trajectories. Associations between these trajectories and incident back, hip, knee, and other joint pain were examined using mixed-effects logistic regression models, adjusted for age, region, education, income, household partnership, comorbidities, and smoking. Stable low BMI served as the reference group.

resultsCompared with stable low BMI trajectory, both upward and downward BMI trajectories, as well as stable high BMI, were associated with increased odds of musculoskeletal pain, with the strongest associations observed for stable high BMI. Stable high or changing BMI showed consistent associations with incident back, hip, and knee pain, while associations with other joint pain were weaker and less consistent. Overall, the associations were stronger for females than for males, but sex differences were most pronounced for hip and knee pain. Notably, maintaining a stable high BMI was associated with one of the highest odds of incident knee pain in females (odds ratio = 4.17, CI = 3.33-5.23).

conclusionsElevated BMI at any time point was associated with increased odds of musculoskeletal pain, even among individuals who lost weight. The findings suggest that the cumulative duration of exposure to high BMI may be a critical factor in the development and prevention of musculoskeletal pain.

Indexed as

Body Mass IndexMusculoskeletal PainAgedEuropeFemaleHumansLongitudinal StudiesMaleRisk Factors

Identifiers

PMID41951780
PMCPMC13391371

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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.