Evidence map›Paper›PMID 39039257›Full record

ArticleCommunications biology2024

Longitudinal associations of an exposome score with serum metabolites from childhood to adolescence.

Darren R Healy, Iman Zarei, Santtu Mikkonen, Sonja Soininen, Anna Viitasalo, Eero A Haapala, Seppo Auriola, Kati Hanhineva, Marjukka Kolehmainen, Timo A Lakka

Abstract read
In one paragraph

Article in Communications biology, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 3 papers.

0numbers the graph read from it
0cells of the map it votes in
3citing 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

3 citing papers in PubMed.

  1. Article
  2. Review
  3. Global research trends on the human exposome: a bibliometric analysis (2005-2024).Environmental science and pollution research international · 2025
    Review
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

10 authors.

Darren R HealyInstitute of Public Health and Clinical Nutrition, University of Eastern Finland, Kuopio Campus, Finland. darren.healy@uef.fi.ORCID 0000-0002-0084-2289
Iman ZareiInstitute of Public Health and Clinical Nutrition, University of Eastern Finland, Kuopio Campus, Finland.
Santtu MikkonenDepartment of Environmental and Biological Sciences, University of Eastern Finland, Kuopio Campus, Finland.ORCID 0000-0003-0595-0657
Sonja SoininenInstitute of Biomedicine, University of Eastern Finland, Kuopio Campus, Finland.ORCID 0000-0002-2082-8652
Anna ViitasaloInstitute of Biomedicine, University of Eastern Finland, Kuopio Campus, Finland.
Eero A HaapalaInstitute of Biomedicine, University of Eastern Finland, Kuopio Campus, Finland.
Seppo AuriolaSchool of Pharmacy, Faculty of Health Sciences, University of Eastern Finland, Kuopio Campus, Finland.
Kati HanhinevaInstitute of Public Health and Clinical Nutrition, University of Eastern Finland, Kuopio Campus, Finland.
Marjukka KolehmainenInstitute of Public Health and Clinical Nutrition, University of Eastern Finland, Kuopio Campus, Finland.ORCID 0000-0002-3770-2538
Timo A LakkaInstitute of Biomedicine, University of Eastern Finland, Kuopio Campus, Finland.ORCID 0000-0002-9199-2871

Funding

EC | Horizon 2020 Framework Programme (EU Framework Programme for Research and Innovation H2020) 874739
6 · The paper itself

Abstract

Environmental and lifestyle factors, including air pollution, impaired diet, and low physical activity, have been associated with cardiometabolic risk factors in childhood and adolescence. However, environmental and lifestyle exposures do not exert their physiological effects in isolation. This study investigated associations between an exposome score to measure the impact of multiple exposures, including diet, physical activity, sleep duration, air pollution, and socioeconomic status, and serum metabolites measured using LC-MS and NMR, compared to the individual components of the score. A general population of 504 children aged 6-9 years at baseline was followed up for eight years. Data were analysed with linear mixed-effects models using the R software. The exposome score was associated with 31 metabolites, of which 12 metabolites were not associated with any individual exposure category. These findings highlight the value of a composite score to predict metabolic changes associated with multiple environmental and lifestyle exposures since childhood.

Indexed as

ExposomeAdolescentAir PollutionChildEnvironmental ExposureExerciseFemaleHumansLife StyleLongitudinal StudiesMaleMetabolome

Identifiers

PMID39039257
PMCPMC11263428

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.