Evidence map›Paper›PMID 39237108›Full record

ArticleEnvironmental science & technology2024

Socioeconomic Inequalities in the External Exposome in European Cohorts: The EXPANSE Project.

Apolline Saucy, Fabián Coloma, Sergio Olmos, Christofer Åström, Natalia Blay, Jolanda M A Boer, Payam Dadvand, Jeroen de Bont, Rafael de Cid, Kees de Hoogh and 21 more

Abstract read
In one paragraph

Article in Environmental science & technology, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing 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

1 citing paper in PubMed.

  1. Article
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

31 authors.

Apolline SaucyISGlobal, 08003 Barcelona, Spain.ORCID 0000-0002-6432-2098
Fabián ColomaISGlobal, 08003 Barcelona, Spain.
Sergio OlmosISGlobal, 08003 Barcelona, Spain.
Christofer ÅströmDepartment of Public Health and Clinical Medicine, Umeå University, 901 87 Umeå, Sweden.
Natalia BlayGenomes for Life-GCAT Lab, German Trias i Pujol Research Institute (IGTP), 08916 Badalona, Spain.
Jolanda M A BoerNational Institute for Public Health and the Environment, 3721 Bilthoven, The Netherlands.
Payam DadvandISGlobal, 08003 Barcelona, Spain.
Jeroen de BontInstitute of Environmental Medicine, Karolinska Institutet, 171 77 Stockholm, Sweden.
Rafael de CidGenomes for Life-GCAT Lab, German Trias i Pujol Research Institute (IGTP), 08916 Badalona, Spain.
Kees de HooghSwiss Tropical and Public Health Institute Basel, 4123 Allschwil, Switzerland.ORCID 0000-0001-5974-2007
Konstantina DimakopoulouDepartment of Hygiene, Epidemiology and Medical Statistics, Medical School, National and Kapodistrian University of Athens, 115 27 Athens, Greece.
Ulrike GehringInstitute for Risk Assessment Sciences (IRAS), Utrecht University, 3584 Utrecht, The Netherlands.
Anke HussInstitute for Risk Assessment Sciences (IRAS), Utrecht University, 3584 Utrecht, The Netherlands.
Dorina IbiInstitute for Risk Assessment Sciences (IRAS), Utrecht University, 3584 Utrecht, The Netherlands.
Klea KatsouyanniDepartment of Hygiene, Epidemiology and Medical Statistics, Medical School, National and Kapodistrian University of Athens, 115 27 Athens, Greece.
Gerard KoppelmanDepartment of Pediatric Pulmonology, Beatrix Children's Hospital, University Medical Center Groningen, University of Groningen, 9713 Groningen, The Netherlands.
Petter LjungmanInstitute of Environmental Medicine, Karolinska Institutet, 171 77 Stockholm, Sweden.
Erik MelénDepartment of Clinical Sciences and Education, Södersjukhuset, Karolinska Institutet, 171 77 Stockholm, Sweden.
Mark NieuwenhuijsenISGlobal, 08003 Barcelona, Spain.
Federica NobileInstitute of Environmental Medicine, Karolinska Institutet, 171 77 Stockholm, Sweden.
Annette PetersInstitute of Epidemiology, Helmholtz Zentrum München, German Research Center for Environmental Health, 85764 Neuherberg, Germany.
Regina PickfordInstitute of Epidemiology, Helmholtz Zentrum München, German Research Center for Environmental Health, 85764 Neuherberg, Germany.
Roel VermeulenInstitute for Risk Assessment Sciences (IRAS), Utrecht University, 3584 Utrecht, The Netherlands.ORCID 0000-0003-4082-8163
Danielle VienneauSwiss Tropical and Public Health Institute Basel, 4123 Allschwil, Switzerland.
Jelle VlaanderenInstitute for Risk Assessment Sciences (IRAS), Utrecht University, 3584 Utrecht, The Netherlands.
Kathrin WolfInstitute of Epidemiology, Helmholtz Zentrum München, German Research Center for Environmental Health, 85764 Neuherberg, Germany.
Zhebin YuInstitute of Environmental Medicine, Karolinska Institutet, 171 77 Stockholm, Sweden.
Evangelia SamoliDepartment of Hygiene, Epidemiology and Medical Statistics, Medical School, National and Kapodistrian University of Athens, 115 27 Athens, Greece.
Massimo StafoggiaInstitute of Environmental Medicine, Karolinska Institutet, 171 77 Stockholm, Sweden.
Cathryn TonneISGlobal, 08003 Barcelona, Spain.ORCID 0000-0003-3919-8264
EXPANSE Project Team

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Socioeconomic inequalities in the exposome have been found to be complex and highly context-specific, but studies have not been conducted in large population-wide cohorts from multiple countries. This study aims to examine the external exposome, encompassing individual and environmental factors influencing health over the life course, and to perform dimension reduction to derive interpretable characterization of the external exposome for multicountry epidemiological studies. Analyzing data from over 25 million individuals across seven European countries including 12 administrative and traditional cohorts, we utilized domain-specific principal component analysis (PCA) to define the external exposome, focusing on air pollution, the built environment, and air temperature. We conducted linear regression to estimate the association between individual- and area-level socioeconomic position and each domain of the external exposome. Consistent exposure patterns were observed within countries, indicating the representativeness of traditional cohorts for air pollution and the built environment. However, cohorts with limited geographical coverage and Southern European countries displayed lower temperature variability, especially in the cold season, compared to Northern European countries and cohorts including a wide range of urban and rural areas. The individual- and area-level socioeconomic determinants (i.e., education, income, and unemployment rate) of the urban exposome exhibited significant variability across the European region, with area-level indicators showing stronger associations than individual variables. While the PCA approach facilitated common interpretations of the external exposome for air pollution and the built environment, it was less effective for air temperature. The diverse socioeconomic determinants suggest regional variations in environmental health inequities, emphasizing the need for targeted interventions across European countries.

Indexed as

ExposomeSocioeconomic FactorsAir PollutionCohort StudiesEnvironmental ExposureEuropeHumansenvironmental health equityEuropean cohortsexternal exposomesocioeconomic determinants

Identifiers

PMID39237108
PMCPMC11411702

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.