Please use this identifier to cite or link to this item: http://hdl.handle.net/1942/41743
Title: Analysis of DNA methylation at birth and in childhood reveals changes associated with season of birth and latitude
Authors: Kadalayil, Latha
Alam, Md. Zahangir
White, Cory Haley
Ghantous, Akram
Walton, Esther
Gruzieva, Olena
Merid, Simon Kebede
Kumar, Ashish
Roy, Ritu P.
Solomon, Olivia
Huen, Karen
Eskenazi, Brenda
Rzehak, Peter
Grote, Veit
Langhendries, Jean-Paul
Verduci, Elvira
Ferre, Natalia
Gruszfeld, Darek
Gao, Lu
Guan, Weihua
Zeng, Xuehuo
Schisterman, Enrique F.
Dou, John F.
Bakulski, Kelly M.
Feinberg, Jason I.
Soomro, Munawar Hussain
Pesce, Giancarlo
Baiz, Nour
Isaevska, Elena
PLUSQUIN, Michelle 
Vafeiadi, Marina
Roumeliotaki, Theano
LANGIE, Sabine 
Standaert, Arnout
Allard, Catherine
Perron, Patrice
Bouchard, Luigi
van Meel, Evelien R.
Felix, Janine F.
Jaddoe, Vincent W. V.
Yousefi, Paul D.
Ramlau-Hansen, Cecilia H.
Relton, Caroline L.
Tobi, Elmar W.
Starling, Anne P.
Yang, Ivana V.
Llambrich, Maria
Santorelli, Gillian
Lepeule, Johanna
Salas, Lucas A.
Bustamante, Mariona
Ewart, Susan L.
Zhang , Hongmei
Karmaus, Wilfried
Roeder, Stefan
Zenclussen, Ana Claudia
Jin, Jianping
Nystad, Wenche
Page, Christian M.
Magnus, Maria
Jima, Dereje D.
Hoyo, Cathrine
Maguire, Rachel L.
Kvist, Tuomas
Czamara, Darina
Raikkonen, Katri
Gong, Tong
Ullemar, Vilhelmina
Rifas-Shiman, Sheryl L.
Oken, Emily
Almqvist, Catarina
Karlsson, Robert
Lahti, Jari
Murphy, Susan K.
Haberg, Siri E.
London, Stephanie
Herberth, Gunda
Arshad, Hasan
Sunyer, Jordi
Grazuleviciene, Regina
Dabelea, Dana
Steegers-Theunissen, Regine P. M.
Nohr, Ellen A.
Sorensen, Thorkild I. A.
Duijts, Liesbeth
Hivert, Marie-France
Nelen, Vera
Popovic, Maja
Kogevinas, Manolis
NAWROT, Tim 
Herceg, Zdenko
Annesi-Maesano, Isabella
Fallin, M. Daniele
Yeung, Edwina
Breton, Carrie V.
Koletzko, Berthold
Holland, Nina
Wiemels, Joseph L.
Melen, Erik
Sharp, Gemma C.
Silver, Matt J.
Rezwan, Faisal, I
Holloway, John W.
Issue Date: 2023
Publisher: BMC
Source: Clinical Epigenetics, 15 (1) (Art N° 148)
Abstract: Background Seasonal variations in environmental exposures at birth or during gestation are associated with numerous adult traits and health outcomes later in life. Whether DNA methylation (DNAm) plays a role in the molecular mechanisms underlying the associations between birth season and lifelong phenotypes remains unclear. Methods We carried out epigenome-wide meta-analyses within the Pregnancy And Childhood Epigenetic Consortium to identify associations of DNAm with birth season, both at differentially methylated probes (DMPs) and regions (DMRs). Associations were examined at two time points: at birth (21 cohorts, N = 9358) and in children aged 1-11 years (12 cohorts, N = 3610). We conducted meta-analyses to assess the impact of latitude on birth season-specific associations at both time points. Results We identified associations between birth season and DNAm (False Discovery Rate-adjusted p values < 0.05) at two CpGs at birth (winter-born) and four in the childhood (summer-born) analyses when compared to children born in autumn. Furthermore, we identified twenty-six differentially methylated regions (DMR) at birth (winter-born: 8, spring-born: 15, summer-born: 3) and thirty-two in childhood (winter-born: 12, spring and summer: 10 each) meta-analyses with few overlapping DMRs between the birth seasons or the two time points. The DMRs were associated with genes of known functions in tumorigenesis, psychiatric/neurological disorders, inflammation, or immunity, amongst others. Latitude-stratified meta-analyses [higher (>= 50 degrees N), lower (< 50 degrees N, northern hemisphere only)] revealed differences in associations between birth season and DNAm by birth latitude. DMR analysis implicated genes with previously reported links to schizophrenia (LAX1), skin disorders (PSORS1C, LTB4R), and airway inflammation including asthma (LTB4R), present only at birth in the higher latitudes (>= 50 degrees N). Conclusions In this large epigenome-wide meta-analysis study, we provide evidence for (i) associations between DNAm and season of birth that are unique for the seasons of the year (temporal effect) and (ii) latitude-dependent variations in the seasonal associations (spatial effect). DNAm could play a role in the molecular mechanisms underlying the effect of birth season on adult health outcomes.
Notes: Holloway, JW (corresponding author), Univ Southampton, Southampton Gen Hosp, Human Dev & Hlth, Fac Med, Southampton, Hants, England.; Holloway, JW (corresponding author), Southampton Gen Hosp, NIHR Southampton Biomed Res Ctr, Southampton, Hants, England.
J.W.Holloway@soton.ac.uk
Keywords: PACE;Meta-analysis;Birth season;DNA methylation;Differentially methylated regions (DMR);Latitude
Document URI: http://hdl.handle.net/1942/41743
ISSN: 1868-7075
e-ISSN: 1868-7083
DOI: 10.1186/s13148-023-01542-5
ISI #: 001068850100001
Rights: The Author(s) 2023. Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/. The Creative Commons Public Domain Dedication waiver (http://creativeco mmons.org/publicdomain/zero/1.0/) applies to the data made available in this article, unless otherwise stated in a credit line to the data.
Category: A1
Type: Journal Contribution
Appears in Collections:Research publications

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