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Association between the external urban exposome and systemic inflammation in pregnant women

  • Simona Porru
  • , Àurea Cartanyà-Hueso
  • , Sabrina Llop
  • , Ana Esplugues
  • , Marisa Estarlich
  • , Mikel Subiza-Pérez
  • , Jesús Ibarluzea
  • , Mònica Guxens
  • , Maribel Casas
  • , Marta Cirach
  • , Mark Nieuwenhuijsen
  • , Paula Carrasco
  • , Juana Maria Delgado-Saborit*
  • *Corresponding author for this work
  • FISABIO
  • Jaume I University–University of Valencia–FISABIO
  • Spanish Consortium for Research on Epidemiology and Public Health (CIBERESP)
  • University of Valencia
  • University of the Basque Country
  • Bradford Institute for Health Research
  • Instituto de Investigación Sanitaria Biodonostia
  • Barcelona Institute for Global Health (ISGlobal)
  • Pompeu Fabra University

Research output: Contribution to journalArticleAcademicpeer-review

1 Citation (Scopus)
7 Downloads (Pure)

Abstract

Systemic inflammation during pregnancy is associated with adverse health outcomes for both mother and child. C-reactive protein (CRP) is a widely used biomarker of inflammation, and its levels may be influenced by environmental factors. This study examined the association between 26 components of the external urban exposome—including air pollutants, land use, and access to green and blue spaces—and CRP concentrations in 1547 pregnant women from the INMA birth cohort in Spain (Gipuzkoa, Sabadell, and Valencia). Environmental exposures during the first trimester were assessed using GIS-based indicators and land-use regression models, and were grouped into low, moderate, and high exposome clusters using hierarchical clustering on principal components. Associations between exposome clusters and CRP were evaluated using multivariable linear regression models and meta-analyses, adjusting for maternal and lifestyle covariates. No significant associations were found between exposome clusters and CRP levels. However, specific air pollutants—fine particulate matter (PM2.5: 1.08% increase per unit; 95% CI: 1.02–1.15) and nitrogen oxides (NOx: 1.03%; 95% CI: 1.00–1.06)—were positively associated with CRP. No associations were observed for green space indicators or other built environment variables. CRP concentrations also varied by region, with the highest levels observed in Valencia (3.2 ± 4.6 mg/dL). These findings suggest that while overall urban exposome profiles may not predict systemic inflammation, individual air pollutants such as PM2.5 and NOx are key contributors. Targeting these exposures in maternal health strategies may help mitigate inflammation-related risks during pregnancy, supporting the need for more detailed and component-specific exposome assessments.

Original languageEnglish
Article number124267
JournalEnvironmental Research
Volume299
DOIs
Publication statusPublished - 15 Jun 2026

Bibliographical note

Publisher Copyright: © 2026 The Authors

UN SDGs

This output contributes to the following UN Sustainable Development Goals (SDGs)

  1. SDG 3 - Good Health and Well-being
    SDG 3 Good Health and Well-being
  2. SDG 11 - Sustainable Cities and Communities
    SDG 11 Sustainable Cities and Communities
  3. SDG 15 - Life on Land
    SDG 15 Life on Land

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