Evidence map›Paper›PMID 42012390›Full record

ArticleDiabetes care2026

Long-term Air Pollution and Overall and Regional Body Composition in Older Adults With Overweight or Obesity and Metabolic Syndrome.

Ariadna Curto, Jadwiga Konieczna, Antoni Colom, Itziar Abete, Kees de Hoogh, Gerard Hoek, Jordi Salas-Salvadó, J Vicente Martín-Sánchez, Ramón Estruch, Josep Vidal and 9 more

Abstract read
In one paragraph

Article in Diabetes care, 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

19 authors.

Ariadna CurtoResearch Group on Nutritional Epidemiology & Cardiovascular Physiopathology, Health Research Institute of the Balearic Islands, University Hospital Son Espases, Palma, Spain.ORCID 0000-0001-8247-9024
Jadwiga KoniecznaResearch Group on Nutritional Epidemiology & Cardiovascular Physiopathology, Health Research Institute of the Balearic Islands, University Hospital Son Espases, Palma, Spain.
Antoni ColomResearch Group on Nutritional Epidemiology & Cardiovascular Physiopathology, Health Research Institute of the Balearic Islands, University Hospital Son Espases, Palma, Spain.
Itziar AbeteCIBER on Physiopathology of Obesity and Nutrition, Instituto de Salud Carlos III, Madrid, Spain.
Kees de HooghSwiss Tropical and Public Health Institute, Allschwil, Switzerland.
Gerard HoekInstitute for Risk Assessment Sciences, Utrecht University, Utrecht, the Netherlands.
Jordi Salas-SalvadóCIBER on Physiopathology of Obesity and Nutrition, Instituto de Salud Carlos III, Madrid, Spain.ORCID 0000-0003-2700-7459
J Vicente Martín-SánchezCIBER in Epidemiology and Public Health, Instituto de Salud Carlos III, Madrid, Spain.
Ramón EstruchCIBER on Physiopathology of Obesity and Nutrition, Instituto de Salud Carlos III, Madrid, Spain.
Josep VidalCIBER Diabetes and Metabolic Diseases, Instituto de Salud Carlos III, Madrid, Spain.ORCID 0000-0002-4564-4518
Estefania ToledoCIBER on Physiopathology of Obesity and Nutrition, Instituto de Salud Carlos III, Madrid, Spain.
Jesús F García-GavilánCIBER on Physiopathology of Obesity and Nutrition, Instituto de Salud Carlos III, Madrid, Spain.ORCID 0000-0002-3707-5255
José Antonio de PazCIBER in Epidemiology and Public Health, Instituto de Salud Carlos III, Madrid, Spain.
Rosa CasasCIBER on Physiopathology of Obesity and Nutrition, Instituto de Salud Carlos III, Madrid, Spain.
Nuria Goñi-RuizNavarra Institute for Health Research, IdiSNA, Pamplona, Spain.
Héctor Vázquez-LorenteCIBER on Physiopathology of Obesity and Nutrition, Instituto de Salud Carlos III, Madrid, Spain.
Montserrat FitóCIBER on Physiopathology of Obesity and Nutrition, Instituto de Salud Carlos III, Madrid, Spain.
J Alfredo MartínezCIBER on Physiopathology of Obesity and Nutrition, Instituto de Salud Carlos III, Madrid, Spain.
Dora RomagueraResearch Group on Nutritional Epidemiology & Cardiovascular Physiopathology, Health Research Institute of the Balearic Islands, University Hospital Son Espases, Palma, Spain.

Funding

Agència de Gestió d'Ajuts Universitaris i de Recerca 2023POST-INV-01Agencia Estatal de Investigación CNS2022-135862Centro de Investigación Biomédica en Red-Fisiopatología de la Obesidad y NutriciónH2020 European Research Council Advanced Research Grant 2014-2019, agreement 34091Institució Catalana de Recerca i Estudis AvançatsInstituto de Salud Carlos III CD23/00227, CP24/00089, CD25/00181, PI13/00462, PI14/01919'la Caixa' Foundation Recercaixa, grant 2013ACUP00194
6 · The paper itself

Abstract

objectiveTo examine the relationship between long-term air pollution exposure, including black carbon (BC), fine particulate matter (PM2.5), and nitrogen dioxide (NO2), and total fat mass, visceral fat mass, and lean mass in older adults with overweight or obesity and metabolic syndrome. RESEARCH DESIGN AND

methodsWe included 1,454 older adults (aged 54-75 years; 48% female) from the PREDIMED-Plus trial in Spain who underwent baseline DXA scans at recruitment (2013-2016) and at 1- and 3-year follow-up. Annual air pollution exposure was assigned at participants' baseline residential address at 100 m resolution. We used linear mixed-effect regression models with interaction terms for exposure and time to examine longitudinal associations with body composition, also stratifying by sex, age, and physical activity.

resultsAt baseline, a 1 × 10-5/m increase in BC was associated with 1.01% (95% CI 0.31-1.71) higher body fat percentage, -0.97% (95% CI -1.64 to -0.30) lower lean mass percentage, and -0.74 kg (95% CI -1.37 to -0.12) lower lean mass. PM2.5 and NO2 showed similar relationships with body fat and lean mass percentage at baseline. These associations persisted in years 1 and 3 for BC and PM2.5. In age-stratified analyses, associations with visceral fat mass were observed only in participants younger than 65 years. Associations did not meaningfully differ by sex or physical activity.

conclusionsLong-term air pollution exposure was adversely associated with body composition over 3 years. Results indicate air pollution is associated with fat accumulation and lean mass loss in metabolically vulnerable older adults.

Indexed as

Air PollutionBody CompositionMetabolic SyndromeObesityOverweightAgedFemaleHumansMaleMiddle AgedParticulate MatterParticulate Matter

Identifiers

PMID42012390
PMCPMC13191403

What OpenQuestion holds

Textmetadata
Read underepoch 390

Registered trials

None linked

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.