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Analysis of institutional authors

Ferré NAuthorLlambrich Rodriguez, MariaAuthor

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Analysis of DNA methylation at birth and in childhood reveals changes associated with season of birth and latitude

Publicated to:Clinical Epigenetics. 15 (1): 148-148 - 2023-09-11 15(1), DOI: 10.1186/s13148-023-01542-5

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 A S; 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 S; 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

Affiliations

2530 Meridian Pkwy,Suite 200, Durham, NC 27713 USA - Author
Aarhus Univ, Dept Publ Hlth, Aarhus, Denmark - Author
Aberystwyth Univ, Dept Comp Sci, Aberystwyth, Ceredigion, Wales - Author
Bangladesh Univ Engn & Technol, Dept Comp Sci & Engn, Dhaka, Bangladesh - Author
Bradford Inst Hlth Res, Bradford, W Yorkshire, England - Author
Cancer Epidemiology Unit, Department of Medical Sciences, University of Turin, CPO Piemonte, Italy. - Author
Center for Environmental Sciences, University of Hasselt, 3590, Diepenbeek, Belgium. - Author
Centre de Recherche du Centre Hospitalier de l'Universite de Sherbrooke, Sherbrooke, Canada. - Author
Centre for Occupational and Environmental Medicine, Region Stockholm, Sweden. - Author
CHC, Liege, Belgium - Author
CHC, St Vincent, Liège-Rocourt, Belgium. - Author
Children's Environmental Health Laboratory, University of California, Berkeley, CA, USA. - Author
Childrens Environm Hlth & Dis Prevent Res Ctr Dar, Lebanon, NH USA - Author
Childrens Mem Hlth Inst, Neonatal Dept, Warsaw, Poland - Author
CIBERESP, Madrid, Spain - Author
Clinical and Experimental Sciences, Faculty of Medicine, University of Southampton, Southampton, UK. - Author
Clinical Department of Laboratory Medicine, Centre intégré universitaire de santé et de services sociaux (CIUSSS) du Saguenay-Lac-Saint-Jean - Hôpital de Chicoutimi, Chicoutimi, Canada. - Author
Computational Biology and Informatics Core, University of California, San Francisco, CA, 94143, USA. - Author
Ctr Hosp Univ Sherbrooke, Ctr Rech, Sherbrooke, PQ, Canada - Author
Ctr Occupat & Environm Med, Region Stockholm, Sweden - Author
Dartmouth Coll, Geisel Sch Med, Ctr Mol Epidemiol, Lebanon, NH USA - Author
Dartmouth Coll, Geisel Sch Med, Dept Epidemiol, Lebanon, NH USA - Author
David Hide Asthma & Allergy Res Ctr, Newport, Wight, England - Author
Department of Biochemistry and Functional Genomics, Universite de Sherbrooke, Sherbrooke, Canada. - Author
Department of Biostatistics, Epidemiology and Informatics, Perelman School of Medicine, University of Pennsylvania, 423 Guardian Drive, Philadelphia, PA, 19104, USA. - Author
Department of Clinical Science and Education, Södersjukhuset, Karolinska Institutet, Stockholm, Sweden. - Author
Department of Community Medicine and Public Health, SMBB Medical University, Larkana, Pakistan. - Author
Department of Computer Science and Engineering, Bangladesh University of Engineering and Technology, Dhaka, Bangladesh. - Author
Department of Epidemiology, School of Public Health, University of Michigan, Ann Arbor, USA. - Author
Department of Medicine, Universite de Sherbrooke, Sherbrooke, Canada. - Author
Department of Mental Health, Bloomberg School of Public Health, Johns Hopkins University, Baltimore, MD, USA. - Author
Department of Pediatrics, Erasmus MC, University Medical Center Rotterdam, Rotterdam, The Netherlands. - Author
Department of Pediatrics, Vittore Buzzi Children Hospital, University of Milan, Milan, Italy. - Author
Department of Pharmacology and Toxicology, School for Nutrition and Translational Research in Metabolism (NUTRIM), Maastricht University, Limburg, The Netherlands. - Author
Department of Preventive Medicine, University of Southern California, Los Angeles, CA, USA. - Author
Department of Psychology, University of Bath, Bath, UK. - Author
Department of Social Medicine, School of Medicine, University of Crete, Heraklion, Greece. - Author
Division of Biostatistics, School of Public Health, University of Minnesota, A460 Mayo Building, MMC 303, 420 Delaware St. SE, Minneapolis, MN, 55455, USA. - Author
Division of Metabolic and Nutritional Medicine, Dr. von Hauner Children's Hospital, Ludwig-Maximilians Universität München (LMU), Munich, Germany. - Author
Division of Respiratory Medicine and Allergology, Department of Pediatrics, Erasmus MC, University Medical Center Rotterdam, Rotterdam, The Netherlands. - Author
Duke Univ, Med Ctr, Dept Obstet & Gynaecol, Durham, NC USA - Author
Epigenomics and Mechanisms Branch, International Agency for Research on Cancer, Lyon, France. - Author
Erasmus MC, Univ Med Ctr Rotterdam, Dept Pediat, Rotterdam, Netherlands - Author
Erasmus MC, Univ Med Ctr Rotterdam, Div Neonatol, Dept Pediat, Rotterdam, Netherlands - Author
Erasmus MC, Univ Med Ctr Rotterdam, Div Resp Med & Allergol, Dept Pediat, Rotterdam, Netherlands - Author
Erasmus MC, Univ Med Ctr Rotterdam, Generat R Study Grp, Rotterdam, Netherlands - Author
Erasmus MC, Univ Med Ctr, Dept Obstet & Gynecol, Periconcept Epidemiol, POB 2040, NL-3000 CA Rotterdam, Netherlands - Author
Eunice Kennedy Shriver Natl Inst Child Hlth & Hum, Epidemiol Branch, Div Populat Hlth Res, Div Intramural Res, 6710B Rockledge Dr,MSC 7004, Bethesda, MD USA - Author
Faculty of Sciences, Hasselt University, Diepenbeek, Belgium. - Author
Flemish Inst Technol Res VITO, Unit Hlth, Mol, Belgium - Author
Gambia London Sch Hyg & Trop Med, Med Res Council Unit, Fajara, Gambia - Author
Gambia London Sch Hyg & Trop Med, Med Res Council Unit, London, England - Author
Glotech Inc, Rockville, MD USA - Author
Glotech, Inc., Rockville, MD, USA. - Author
Harvard Med Sch, Dept Populat Med, Harvard Pilgrim Hlth Care Inst, Boston, MA USA - Author
Hasselt Univ, Fac Sci, Diepenbeek, Belgium - Author
Helen Diller Family Comprehensive Cancer Center University of California, San Francisco, CA, 94143, USA. - Author
Hop Chicoutimi, Dept Clin Lab Med, Ctr Integre Univ Sante & Serv Sociaux CIUSSS Sagu, Chicoutimi, PQ, Canada - Author
Human Development and Health, Faculty of Medicine, University of Southampton, Southampton General Hospital, Southampton, UK. - Author
INSERM, Inst Desbrest Sante Publ IDESP, Montpellier, France - Author
Inst Global Hlth ISGlobal, Barcelona, Spain - Author
Institut Desbrest de Santé Publique (IDESP), INSERM and Montpellier University, Montpellier, France. - Author
Institute of Environmental Medicine, Karolinska Institutet, Stockholm, Sweden. - Author
Int Agcy Res Canc, Epigen & Mech Branch, Lyon, France - Author
Johns Hopkins Univ, Bloomberg Sch Publ Hlth, Dept Mental Hlth, Baltimore, MD USA - Author
Johns Hopkins Univ, Wendy Klag Ctr Autism & Dev Disabil, Baltimore, MD USA - Author
Karolinska Inst, Dept Clin Sci & Educ, Sodersjukhuset, Stockholm, Sweden - Author
Karolinska Inst, Dept Med Epidemiol & Biostat, Stockholm, Sweden - Author
Karolinska Inst, Inst Environm Med, Stockholm, Sweden - Author
Karolinska Univ Hosp, Astrid Lindgren Childrens Hosp, Pediat Allergy & Pulmonol Unit, Stockholm, Sweden - Author
Leuven Univ, Dept Publ Hlth & Primary Care, Louvain, Belgium - Author
Ludwig Maximilians Univ Munchen LMU, Dr von Hauner Childrens Hosp, Div Metab & Nutr Med, Munich, Germany - Author
Maastricht Univ, Sch Nutr & Translat Res Metab NUTRIM, Dept Pharmacol & Toxicol, Limburg, Netherlands - Author
Massachusetts Gen Hosp, Diabet Unit, Boston, MA USA - Author
Max Planck Inst Psychiat, Dept Translat Res Psychiat, D-80804 Munich, Germany - Author
Merck Exploratory Science Center in Cambridge MA, Merck Research Laboratories, Cambridge, MA, 02141, USA. - Author
Merck Res Labs, Merck Exploratory Sci Ctr Cambridge MA, Cambridge, MA 02141 USA - Author
Michigan State Univ, Dept Large Anim Clin Sci, Coll Vet Med, E Lansing, MI USA - Author
Montpellier Univ, Montpellier, France - Author
Natl Jewish Hlth, Ctr Genes Environm & Hlth, Denver, CO USA - Author
Neonatal Department, Children's Memorial Health Institute, Warsaw, Poland. - Author
NIEHS, Dept Hlth & Human Serv, NIH, Res Triangle Pk, NC 27709 USA - Author
North Carolina State Univ, Bioinformat Res Ctr, Raleigh, NC USA - Author
North Carolina State Univ, Ctr Human Hlth & Environm, Raleigh, NC USA - Author
North Carolina State Univ, Dept Biol Sci, Raleigh, NC USA - Author
Norwegian Inst Publ Hlth, Ctr Fertil & Hlth, Oslo, Norway - Author
Norwegian Inst Publ Hlth, Dept Chron Dis & Ageing, Oslo, Norway - Author
Odense Univ Hosp, Dept Clin Res, Odense, Denmark - Author
Pediatric Nutrition and Human Development Research Unit, Universitat Rovira i Virgili, IISPV, Reus, Spain. - Author
Prov Inst Hyg, Antwerp, Belgium - Author
SMBB Med Univ, Dept Community Med & Publ Hlth, Larkana, Pakistan - Author
Soder Sjukhuset, Sachs Children & Youth Hosp, Stockholm, Sweden - Author
Sorbonne Univ, Paris 12, France - Author
Sorbonne Université and INSERM, Epidemiology of Allergic and Respiratory Diseases Department, Pierre Louis Institute of Epidemiology and Public Health (IPLESP UMRS 1136), Saint-Antoine Medical School, Paris Cedex 12, France. - Author
Southampton Gen Hosp, NIHR Southampton Biomed Res Ctr, Southampton, Hants, England - Author
St Antoine Med Sch, Epidemiol Allerg & Resp Dis Dept, Pierre Louis Inst Epidemiol & Publ Hlth IPLESP, INSERM,UMRS 1136, Paris 12, France - Author
The Generation R Study Group, Erasmus MC, University Medical Center Rotterdam, Rotterdam, The Netherlands. - Author
UFZ Helmholtz Ctr Environm Res, Dept Environm Immunol, Leipzig, Germany - Author
Unit Health, Flemish Institute for Technological Research (VITO), Mol, Belgium. - Author
Univ Bath, Dept Psychol, Bath, Avon, England - Author
Univ Bristol, Med Res Council Integrat Epidemiol Unit, Bristol, Avon, England - Author
Univ Bristol, Populat Hlth Sci, Bristol Med Sch, Bristol, Avon, England - Author
Univ Calif Berkeley, Childrens Environm Hlth Lab, Berkeley, CA USA - Author
Univ Calif Berkeley, Childrens Environm Hlth Lab, CERCH, Berkeley Publ Hlth, 2121 Berkeley Way 5216, Berkeley, CA 94720 USA - Author
Univ Calif San Francisco, Computat Biol & Informat Core, San Francisco, CA 94143 USA - Author
Univ Calif San Francisco, Helen Diller Family Comprehens Canc Ctr, San Francisco, CA 94143 USA - Author
Univ Colorado Anschutz Med Campus, Dept Epidemiol, Colorado Sch Publ Hlth, Aurora, CO USA - Author
Univ Colorado Anschutz Med Campus, Dept Med, Div Biomed Informat & Personalized Med, Aurora, CO USA - Author
Univ Colorado Anschutz Med Campus, Life Course Epidemiol Adipos & Diabet LEAD Ctr, Aurora, CO USA - Author
Univ Colorado Anschutz Med Campus, Sch Med, Dept Pediat, Aurora, CO USA - Author
Univ Copenhagen, Fac Hlth & Med Sci, Dept Publ Hlth, Copenhagen, Denmark - Author
Univ Copenhagen, Fac Hlth & Med Sci, Novo Nordisk Fdn Ctr Basic Metab Res, Copenhagen, Denmark - Author
Univ Crete, Sch Med, Dept Social Med, Iraklion, Greece - Author
Univ Exeter, Sch Psychol, Exeter, Devon, England - Author
Univ Grenoble Alpes, CNRS, Inst Adv Biosci, INSERM, Grenoble, France - Author
Univ Hasselt, Ctr Environm Sci, B-3590 Diepenbeek, Belgium - Author
Univ Helsinki, Dept Psychol & Logoped, Helsinki, Finland - Author
Univ Memphis, Sch Publ Hlth, Div Epidemiol Biostat & Environm Hlth, Memphis, TN USA - Author
Univ Michigan, Sch Publ Hlth, Dept Epidemiol, Ann Arbor, MI USA - Author
Univ Milan, Vittore Buzzi Children Hosp, Dept Pediat, Milan, Italy - Author
Univ Minnesota, Sch Publ Hlth, Div Biostat, A460 Mayo Bldg,420 Delaware St SE, Minneapolis, MN 55455 USA - Author
Univ N Carolina, Dept Epidemiol, Chapel Hill, NC USA - Author
Univ Oslo, Fac Math & Nat Sci, Sect Stat & Data Sci, Dept Math, Oslo, Norway - Author
Univ Penn, Dept Biostat Epidemiol & Informat, Perelman Sch Med, 423 Guardian Dr, Philadelphia, PA 19104 USA - Author
Univ Rovira & Virgili, Pediat Nutr & Human Dev Res Unit, IISPV, Reus, Spain - Author
Univ Sherbrooke, Dept Biochem & Funct Genom, Sherbrooke, PQ, Canada - Author
Univ Sherbrooke, Dept Med, Sherbrooke, PQ, Canada - Author
Univ Southampton, Clin & Expt Sci, Fac Med, Southampton, Hants, England - Author
Univ Southampton, Southampton Gen Hosp, Human Dev & Hlth, Fac Med, Southampton, Hants, England - Author
Univ Southern Calif, Ctr Genet Epidemiol, Los Angeles, CA 90033 USA - Author
Univ Southern Calif, Dept Prevent Med, Los Angeles, CA USA - Author
Univ Southern Calif, Norris Comprehens Canc Ctr, Los Angeles, CA 90033 USA - Author
Univ Turin, Dept Med Sci, Canc Epidemiol Unit, CPO Piemonte, Turin, Italy - Author
UPF, Barcelona, Spain - Author
Vytautas Magnus Univ, Dept Environm Sci, LT-44248 Kaunas, Lithuania - Author
Wendy Klag Center for Autism and Developmental Disabilities Johns Hopkins University, Baltimore, MD, USA. - Author
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Abstract

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.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.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°N), lower (< 50°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°N).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.© 2023. BioMed Central Ltd., part of Springer Nature.

Keywords

birth seasonchildrendependsdifferentially methylated regions (dmr)discoverydiseasedna methylationgenderlatitudemeta-analysismetaanalysispregnancyprevalenceschizophreniaAsthmaBirth seasonCarcinogenesisChildChild, preschoolDifferentially methylated regions (dmr)Dna methylationHumansInfantInfant, newbornInflammationLatitudeMeta-analysisPaceRiskSeasons

Quality index

Bibliometric impact. Analysis of the contribution and dissemination channel

The work has been published in the journal Clinical Epigenetics due to its progression and the good impact it has achieved in recent years, according to the agency WoS (JCR), it has become a reference in its field. In the year of publication of the work, 2023, it was in position 29/191, thus managing to position itself as a Q1 (Primer Cuartil), in the category Genetics & Heredity.

From a relative perspective, and based on the normalized impact indicator calculated from the Field Citation Ratio (FCR) of the Dimensions source, it yields a value of: 2.89, which indicates that, compared to works in the same discipline and in the same year of publication, it ranks as a work cited above average. (source consulted: Dimensions Jun 2025)

Specifically, and according to different indexing agencies, this work has accumulated citations as of 2025-06-13, the following number of citations:

  • WoS: 4
  • Europe PMC: 1
  • OpenCitations: 3

Impact and social visibility

From the perspective of influence or social adoption, and based on metrics associated with mentions and interactions provided by agencies specializing in calculating the so-called "Alternative or Social Metrics," we can highlight as of 2025-06-13:

  • The use, from an academic perspective evidenced by the Altmetric agency indicator referring to aggregations made by the personal bibliographic manager Mendeley, gives us a total of: 68.
  • The use of this contribution in bookmarks, code forks, additions to favorite lists for recurrent reading, as well as general views, indicates that someone is using the publication as a basis for their current work. This may be a notable indicator of future more formal and academic citations. This claim is supported by the result of the "Capture" indicator, which yields a total of: 68 (PlumX).

With a more dissemination-oriented intent and targeting more general audiences, we can observe other more global scores such as:

  • The Total Score from Altmetric: 5.75.
  • The number of mentions on the social network X (formerly Twitter): 10 (Altmetric).

It is essential to present evidence supporting full alignment with institutional principles and guidelines on Open Science and the Conservation and Dissemination of Intellectual Heritage. A clear example of this is:

  • The work has been submitted to a journal whose editorial policy allows open Open Access publication.
  • Assignment of a Handle/URN as an identifier within the deposit in the Institutional Repository: http://hdl.handle.net/20.500.11797/imarina9329943

Leadership analysis of institutional authors

This work has been carried out with international collaboration, specifically with researchers from: Bangladesh; Belgium; Canada; Denmark; Finland; France; Gambia; Germany; Greece; Italy; Lebanon; Lithuania; Netherlands; Norway; Pakistan; Poland; Sweden; Timor-Leste; United Kingdom; United States of America.