# The impact of environmental exposures on DNA methylation in the EXPANSE project

**Authors:** Megi Vogli, Ayoung Jeong, Zhebin Yu, Judith M. Vonk, Dorina Ibi, Jaanika Kronberg, Petr Gregor, Lisa Maier, Miriam Leskien, Marta Cirach, Payam Dadvand, Ondřej Mikeš, Olena Gruzieva, Ulrike Gehring, Kathrin Wolf, Melanie Waldenberger, Medea Imboden, Pavel Čupr, Kees de Hoogh, Gerard H. Koppelman, Erik Melén, Regina Pickford, Elisabeth Thiering, Marie Standl, Apolline Saucy, Apolline Saucy, Cathryn Tonne, Cristina O'Callaghan, Manolis Kogevinas, Mark Nieuwenhuijsen, Marta Cirach, Natalia Ortega, Payam Dadvand, Sergio Olmos, Erik Melén, Douglas Walker, Joline Beulens, Maria Gabriela Matias Pinho, Joreintje Mackenbach, Licia Iacoviello, Daniela Porta, Federica Asta, Martina Culasso, Massimo Stafoggia, Ardine de Wit, Tabea Sonnenschein, Simon Scheider, Karin Jongsma, Annelien Bredenoord, Caspar Safarlou, Anna Oudin, Bertil Forsberg, David Olsson, Matteo Bottai, Craig Wheelock, Jaanika Kronberg, Tarmo Annilo, Tõnu Esko, René Luigies, Rob Tieben, Anna Carreras, Rafael de Cid, Beatriz Cortés, Mireia Obon, Barbara Bodinier, Dragana Vuckovic, Dusan Petrovic, Jennifer Quint, Marc Chadeau-Hyam, Matthew Whitaker, Paolo Vineis, Sarah Filippi, Sonia Dagninio, Thomas Wright, Verena Zuber, Anna Bergström, Göran Pershagen, Olena Gruzieva, Petter Ljungman, Shizhen He, Hynek Pikhart, Martin Bobak, Alexandra Schneider, Annette Peters, Kathrin Wolf, Marie Standl, Regina Pickford, Susanne Breitner, Tianyu Zhao, Melanie Waldenberger, Augustin Scalbert, Inge Huybrechts, Marc Gunter, Pekka Keski-Rahkonen, Reza Salek, Jana Klánová, Lenka Andrýsková, Ondřej Mikeš, Pavel Čupr, Pavel Piler, Richard Hůlek, Zdenka Dudová, Nicole Janssen, Alonso Bussalleu, Ayoung Jeong, Benjamin Flückiger, Danielle Vienneau, Dirk Keidel, Emmanuel Schaffner, Gianfranco Lovison, Ikenna Eze, Kees de Hoogh, Marek Kwiatkowski, Medea Imboden, Nicole Probst-Hensch, Cyrille Delpierre, Marine Maurel, Michelle Kelly-Irving, Raphaële Castagné, Benoit Lepage, Evangelia Samoli, Klea Katsouyanni, Konstantina Dimakopoulou, Sophia Rodopoulou, Maria Iosifina Kasdagli, Dimitris Evangelopoulos, Anke Huss, Esmeralda Krop, Gerard Hoek, Jelle Vlaanderen, Jingxian You, Jules Kerckhoffs, Kalliopi Kyriakou, Lützen Portengen, Martje Ebberink, Roel Vermeulen, Ulrike Gehring, You-chen Shen, Zhendong Yuan, Jeroen Lakerveld, Alessandro Gialluisi, Gary Miller, Jurriaan van Rijswijk, Simona Costanzo, Werner Rutten, Marta Mańczuk, Paweł Koczkodaj, Agata Ciuba, Kinga Polańska, Wojciech Hanke, Agnieszka Jankowska, Agnieszka Pac, Elzbieta Sochacka-Tatara, Renata Majewska, Jana Klánová, Jelle Vlaanderen, Roel Vermeulen, Nicole Probst-Hensch, Annette Peters

PMC · DOI: 10.1016/j.ebiom.2025.106084 · eBioMedicine · 2025-12-19

## TL;DR

This study explores how urban environmental factors affect DNA methylation in people of different ages, revealing distinct patterns in children and adults.

## Contribution

The study identifies age-specific DNA methylation signatures linked to urban exposures and highlights differences in methylation changes associated with greenness.

## Key findings

- PM2.5, NO2, and greenness were associated with methylation differences in children.
- Greenness and urbanicity showed methylation associations in adults.
- NO2 in children and urbanicity in adults were linked to immune-related pathways.

## Abstract

Living in an urban environment exposes the population to a mix of environmental and social factors, known as the Urban Exposome, that can influence health via changes in DNA methylation. We hypothesised that linking urban exposures with epigenome-wide DNA methylation in blood can reveal impacts across the lifespan.

In the EXPANSE project, we conducted an inverse variance-weighted meta-analysis of epigenome-wide association studies of seven European cohorts. Urban exposures were estimated at participants' home addresses and included air pollution (PM2.5, NO2, O3), light at night, modified soil-adjusted vegetation index, and urbanicity.

DNA methylation was measured in blood samples from 1778 children (4–10 years), 878 adolescents (16 years), and 5975 adults (18–87 years). PM2.5, NO2, and greenness were associated with methylation differences in children, while greenness and urbanicity showed associations in adults. Regional analyses showed differentially methylated regions (DMRs) across all life stages. Pathway analysis showed that monthly NO2 in children was linked to immune and infectious disease pathways, whereas adult urbanicity was associated with immune pathways as well as PD-L1 expression and the PD-1 checkpoint pathway in cancer.

Urban environmental factors induce DNA methylation changes across life stages, with stronger associations in young children and adults. We observed a distinct contrast in the methylation changes associated with greenness compared to other urban environmental factors. However, disentangling exposure-specific methylome signatures remains a challenge.

This work was supported by the EXPANSE project, funded by the 10.13039/501100007601European Union’s Horizon 2020 research and innovation programme under grant agreement No. 874627.

## Linked entities

- **Proteins:** CD274 (CD274 molecule), PDCD1 (programmed cell death 1)
- **Diseases:** infectious disease (MONDO:0005550)

## Full-text entities

- **Genes:** PDCD1 (programmed cell death 1) [NCBI Gene 5133] {aka ADMIO4, AIMTBS, CD279, PD-1, PD1, SLEB2}, CD274 (CD274 molecule) [NCBI Gene 29126] {aka ADMIO5, B7-H, B7H1, PD-L1, PDCD1L1, PDCD1LG1}
- **Diseases:** cancer (MESH:D009369), infectious disease (MESH:D003141)
- **Chemicals:** NO2 (MESH:D009585), PM2.5 (-), O3 (MESH:D010126)
- **Species:** Homo sapiens (human, species) [taxon 9606]

## Full text

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## Figures

5 figures with captions in the complete paper: https://tomesphere.com/paper/PMC12794040/full.md

## References

53 references — full list in the complete paper: https://tomesphere.com/paper/PMC12794040/full.md

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Source: https://tomesphere.com/paper/PMC12794040