Evidence map›Paper›PMID 42861344›Full record

ArticleEClinicalMedicine2026

Contribution of short-term changes in a composite health score on pathways linking social disadvantage and health: evidence from the UK biobank prospective cohort study.

Helene Colineaux, Rin Wada, Ruben Colindres Zuehlke, David Tang, Lola Neufcourt, Erlend Hoftun Farbu, Raphaële Castagné, Sameline Grimsgaard, Tom Wilsgaard, Torkjel M Sandanger and 4 more

Abstract read
In one paragraph

Article in EClinicalMedicine, 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

14 authors.

Helene ColineauxDepartment of Epidemiology and Biostatistics, School of Public Health, Imperial College London, UK.
Rin WadaDepartment of Epidemiology and Biostatistics, School of Public Health, Imperial College London, UK.
Ruben Colindres ZuehlkeDepartment of Epidemiology and Biostatistics, School of Public Health, Imperial College London, UK.
David TangDepartment of Epidemiology and Biostatistics, School of Public Health, Imperial College London, UK.
Lola NeufcourtEquity Research Team, CERPOP, Université de Toulouse, Inserm, Université Paul Sabatier, Toulouse, France.
Erlend Hoftun FarbuDepartment of Community Medicine, Faculty of Health Sciences, UiT the Arctic University of Norway, Tromsø, Norway.
Raphaële CastagnéEquity Research Team, CERPOP, Université de Toulouse, Inserm, Université Paul Sabatier, Toulouse, France.
Sameline GrimsgaardDepartment of Community Medicine, Faculty of Health Sciences, UiT the Arctic University of Norway, Tromsø, Norway.
Tom WilsgaardDepartment of Community Medicine, Faculty of Health Sciences, UiT the Arctic University of Norway, Tromsø, Norway.
Torkjel M SandangerDepartment of Community Medicine, Faculty of Health Sciences, UiT the Arctic University of Norway, Tromsø, Norway.
Michelle Kelly-IrvingEquity Research Team, CERPOP, Université de Toulouse, Inserm, Université Paul Sabatier, Toulouse, France.
Cyrille DelpierreEquity Research Team, CERPOP, Université de Toulouse, Inserm, Université Paul Sabatier, Toulouse, France.
Dragana VuckovicDepartment of Epidemiology and Biostatistics, School of Public Health, Imperial College London, UK.
Marc Chadeau-HyamDepartment of Epidemiology and Biostatistics, School of Public Health, Imperial College London, UK.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: Chronic and repeated exposure to external stresses may be embodied and generate an adverse biological response, in-turn affecting health. We investigated the role of 4-year change in a Biological Health Score (BHS) in the pathway linking social exposures to all-cause mortality, atherosclerotic cardiovascular disease (AS-CVD), and cancer incidence. Methods: In this prospective cohort study, we analysed 20,048 participants (10,266 women and 9782 men, aged 37-73 years at baseline) from the UK Biobank prospective cohort with repeated biomarker assessments. The BHS was derived from 15 biomarkers covering cardiovascular, metabolic, inflammatory, liver, and renal systems. We examined associations between BHS change and six social exposures using sex-stratified linear models. Associations between BHS change and subsequent all-cause mortality, AS-CVD incidence, and cancer incidence (ascertained through registry linkage until December 2022) were estimated using sex-specific Cox proportional hazards models adjusted for baseline BHS and time between assessments, with sequential adjustment for additional exposures. Finally, we assessed whether BHS change mediated associations between social exposures and health outcomes using counterfactual mediation analysis. Findings: Total BHS increased over a mean interval of 4.3 years in both men and women, as did all sub-scores except the cardiovascular one. Lower education, low qualification, and financial difficulties were associated with greater increases in BHS. A 1-unit increase in BHS change was associated with: higher all-cause mortality in both men (hazard ratio [HR] 1.46, 95% CI 1.25-1.71) and women (1.26, 1.02-1.56); higher AS-CVD incidence in men (1.33, 1.13-1.57) and women (1.24, 1.03-1.48) and higher cancer incidence in men (1.16, 1.01-1.41) and women (1.29, 1.06-1.58). While no clear mediation by BHS change was observed for women, AS-CVD, or cancer, BHS change explained a small but statistically significant proportion of the association between low income and financial difficulties and mortality, in men. Interpretation: Whilst acknowledging the limitations of our dataset, we show that changes in a composite biological score over a few years, independent of age and baseline score, are socially-patterned and associated with subsequent mortality and cardiovascular disease, suggesting that repeated biological measurements may provide complementary information beyond single time-point assessments. Future research should extend these analyses to multiple repeated measurements, enabling the exploration of the dynamics of the embodiment of time-resolved external stresses and their effects on health. Funding: Research Council of Norway, European Commission.

Indexed as

Allostatic loadCancerCardiovascular diseaseEmbodimentMortalitySocial exposures

Identifiers

PMID42861344
PMCPMC13654542

What OpenQuestion holds

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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.