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Breastfeeding association with DNA methylation in the pregnancy and childhood epigenetics (PACE) consortium

Breastfeeding association with DNA methylation in the pregnancy and childhood epigenetics (PACE) consortium
Breastfeeding association with DNA methylation in the pregnancy and childhood epigenetics (PACE) consortium

Background: Breastfeeding is associated with short- and long-term beneficial effects on child health, including greater cognitive development, and enhanced immune programming. However, the underlying biological mechanisms are only partially understood, with epigenetics emerging as a potential contributor. In this study, we aimed to investigate whether breastfeeding practices are associated with differential DNA methylation (DNAm) in childhood blood. Results: We conducted meta-analyses of epigenome-wide association studies (meta-EWASs) in 3421 children from eleven international population-based birth cohorts from the Pregnancy And Childhood Epigenetics (PACE) Consortium. Breastfeeding was assessed as “ever” being breastfed vs. “never”, and duration of any and exclusive breastfeeding. DNAm was measured in childhood blood (ages 5–12 years) using the Illumina 450 K or EPIC arrays, with cord blood at birth used as negative outcome control. At False Discovery Rate (FDR) < 5%, positive associations at six cytosine-phosphate-guanine (CpG) sites were identified in childhood blood: four with duration of exclusive breastfeeding, and three with duration of exclusive breastfeeding of more than three months compared to never. The annotated genes (ALAD, FNBP4, and CHFR) are related to developmental and immune processes. None of these CpG sites were FDR-significant in cord blood prior to breastfeeding. Conclusions: Breastfeeding was associated with differential DNAm in childhood blood at a limited number of CpG sites. Future studies in diverse populations are needed to examine the robustness of these associations, the sources of heterogeneity, and the generalizability of the findings.

Breastfeeding, DNA methylation, birth cohort, children, epigenetics, epigenome-wide association study, exclusive breastfeeding, meta-analysis, Meta-analysis, Exclusive breastfeeding, Epigenetics, Birth cohort, Epigenome-wide association study, Children
1868-7075
Caramaschi, Doretta
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Fernández-Barrés, Sílvia
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Casey, Emma
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Cruells, Adrià
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Czamara, Darina
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Sharkawy, Mohammed El
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Elliott, Hannah R.
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Fore, Ruby
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Gairola, Richa
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Malmberg, Anni
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Rezwan, Faisal I.
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Rifas-Shiman, Sheryl L.
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de Lauzon-Guillain, Blandine
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Weiss, Andreas
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Duijts, Liesbeth
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Grote, Veit
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Holloway, John W.
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Koen, Nastassja
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Relton, Caroline L.
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Stein, Dan J.
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Zar, Heather J.
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Braun, Joseph M.
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Cecil, Kim M.
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Hivert, Marie-France
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Hummel, Sandra
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Jaddoe, Vincent W.V.
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Karachaliou, Μarianna
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Karmaus, Wilfried
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Kogevinas, Manolis
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Koletzko, Berthold
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Kull, Inger
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Melén, Erik
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Oken, Emily
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Räikkönen, Katri
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Saffery, Richard
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Vrijheid, Martine
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Wright, John
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Yolton, Kimberly
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Heude, Barbara
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Felix, Janine F.
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et al.
Caramaschi, Doretta
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Fernández-Barrés, Sílvia
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Casey, Emma
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Cruells, Adrià
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Czamara, Darina
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Sharkawy, Mohammed El
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Elliott, Hannah R.
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Fore, Ruby
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Gairola, Richa
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Gruzieva, Olena
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Huels, Anke
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Lahti, Jari
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Lee, Hami
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Magnano San Lio, Roberta
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Malmberg, Anni
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Mansell, Toby
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Merid, Simon K.
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Novakovic, Boris
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Ott, Raffael
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Pelegrí, Dolors
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Rezwan, Faisal I.
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Rifas-Shiman, Sheryl L.
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de Lauzon-Guillain, Blandine
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Weiss, Andreas
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Duijts, Liesbeth
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Grote, Veit
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Holloway, John W.
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Koen, Nastassja
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Relton, Caroline L.
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Stein, Dan J.
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Zar, Heather J.
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Braun, Joseph M.
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Cecil, Kim M.
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Hivert, Marie-France
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Hummel, Sandra
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Jaddoe, Vincent W.V.
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Karachaliou, Μarianna
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Karmaus, Wilfried
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Kogevinas, Manolis
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Koletzko, Berthold
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Kull, Inger
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Melén, Erik
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Oken, Emily
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Räikkönen, Katri
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Saffery, Richard
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Vrijheid, Martine
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Wright, John
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Yolton, Kimberly
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Heude, Barbara
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Felix, Janine F.
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Caramaschi, Doretta, Fernández-Barrés, Sílvia and Casey, Emma , et al. (2026) Breastfeeding association with DNA methylation in the pregnancy and childhood epigenetics (PACE) consortium. Clinical Epigenetics, 18 (1), [63]. (doi:10.1186/s13148-025-02042-4).

Record type: Article

Abstract

Background: Breastfeeding is associated with short- and long-term beneficial effects on child health, including greater cognitive development, and enhanced immune programming. However, the underlying biological mechanisms are only partially understood, with epigenetics emerging as a potential contributor. In this study, we aimed to investigate whether breastfeeding practices are associated with differential DNA methylation (DNAm) in childhood blood. Results: We conducted meta-analyses of epigenome-wide association studies (meta-EWASs) in 3421 children from eleven international population-based birth cohorts from the Pregnancy And Childhood Epigenetics (PACE) Consortium. Breastfeeding was assessed as “ever” being breastfed vs. “never”, and duration of any and exclusive breastfeeding. DNAm was measured in childhood blood (ages 5–12 years) using the Illumina 450 K or EPIC arrays, with cord blood at birth used as negative outcome control. At False Discovery Rate (FDR) < 5%, positive associations at six cytosine-phosphate-guanine (CpG) sites were identified in childhood blood: four with duration of exclusive breastfeeding, and three with duration of exclusive breastfeeding of more than three months compared to never. The annotated genes (ALAD, FNBP4, and CHFR) are related to developmental and immune processes. None of these CpG sites were FDR-significant in cord blood prior to breastfeeding. Conclusions: Breastfeeding was associated with differential DNAm in childhood blood at a limited number of CpG sites. Future studies in diverse populations are needed to examine the robustness of these associations, the sources of heterogeneity, and the generalizability of the findings.

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s13148-025-02042-4 - Version of Record
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Accepted/In Press date: 15 December 2025
e-pub ahead of print date: 28 February 2026
Published date: 16 April 2026
Keywords: Breastfeeding, DNA methylation, birth cohort, children, epigenetics, epigenome-wide association study, exclusive breastfeeding, meta-analysis, Meta-analysis, Exclusive breastfeeding, Epigenetics, Birth cohort, Epigenome-wide association study, Children

Identifiers

Local EPrints ID: 511350
URI: http://eprints.soton.ac.uk/id/eprint/511350
ISSN: 1868-7075
PURE UUID: 0e5d1f63-ab3e-4e17-8d69-5cf4659a2ac7
ORCID for Faisal I. Rezwan: ORCID iD orcid.org/0000-0001-9921-222X
ORCID for John W. Holloway: ORCID iD orcid.org/0000-0001-9998-0464

Catalogue record

Date deposited: 12 May 2026 16:54
Last modified: 13 May 2026 01:46

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Contributors

Author: Doretta Caramaschi
Author: Sílvia Fernández-Barrés
Author: Emma Casey
Author: Adrià Cruells
Author: Darina Czamara
Author: Mohammed El Sharkawy
Author: Hannah R. Elliott
Author: Ruby Fore
Author: Richa Gairola
Author: Olena Gruzieva
Author: Anke Huels
Author: Jari Lahti
Author: Hami Lee
Author: Roberta Magnano San Lio
Author: Anni Malmberg
Author: Toby Mansell
Author: Simon K. Merid
Author: Boris Novakovic
Author: Raffael Ott
Author: Dolors Pelegrí
Author: Faisal I. Rezwan ORCID iD
Author: Sheryl L. Rifas-Shiman
Author: Blandine de Lauzon-Guillain
Author: Andreas Weiss
Author: Liesbeth Duijts
Author: Veit Grote
Author: Nastassja Koen
Author: Caroline L. Relton
Author: Dan J. Stein
Author: Heather J. Zar
Author: Joseph M. Braun
Author: Kim M. Cecil
Author: Marie-France Hivert
Author: Sandra Hummel
Author: Vincent W.V. Jaddoe
Author: Μarianna Karachaliou
Author: Wilfried Karmaus
Author: Manolis Kogevinas
Author: Berthold Koletzko
Author: Inger Kull
Author: Erik Melén
Author: Emily Oken
Author: Katri Räikkönen
Author: Richard Saffery
Author: Martine Vrijheid
Author: John Wright
Author: Kimberly Yolton
Author: Barbara Heude
Author: Janine F. Felix
Corporate Author: et al.

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