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Li S, Spitz N, Ghantous A, Abrishamcar S, Reimann B, Marques I, Silver MJ, Aguilar-Lacasaña S, Kitaba N, Rezwan FI, Röder S, Sirignano L, Tuhkanen J, Mancano G, Sharp GC, Metayer C, Morimoto L, Stein DJ, Zar HJ, Alfano R, Nawrot T, Wang C, Kajantie E, Keikkala E, Mustaniemi S, Ronkainen J, Sebert S, Silva W, Vääräsmäki M, Jaddoe VWV, Bernstein RM, Prentice AM, Cosin-Tomas M, Dwyer T, Håberg SE, Herceg Z, Magnus MC, Munthe-Kaas MC, Page CM, Völker M, Gilles M, Send T, Witt S, Zillich L, Gagliardi L, Richiardi L, Czamara D, Räikkönen K, Chatzi L, Vafeiadi M, Arshad SH, Ewart S, Plusquin M, Felix JF, Moore SE, Vrijheid M, Holloway JW, Karmaus W, Herberth G, Zenclussen A, Streit F, Lahti J, Hüls A, Hoang TT, London SJ, Wiemels JL. A Pregnancy and Childhood Epigenetics Consortium (PACE) meta-analysis highlights potential relationships between birth order and neonatal blood DNA methylation. Commun Biol 2024; 7:66. [PMID: 38195839 PMCID: PMC10776586 DOI: 10.1038/s42003-023-05698-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/19/2023] [Accepted: 12/12/2023] [Indexed: 01/11/2024] Open
Abstract
Higher birth order is associated with altered risk of many disease states. Changes in placentation and exposures to in utero growth factors with successive pregnancies may impact later life disease risk via persistent DNA methylation alterations. We investigated birth order with Illumina DNA methylation array data in each of 16 birth cohorts (8164 newborns) with European, African, and Latino ancestries from the Pregnancy and Childhood Epigenetics Consortium. Meta-analyzed data demonstrated systematic DNA methylation variation in 341 CpGs (FDR adjusted P < 0.05) and 1107 regions. Forty CpGs were located within known quantitative trait loci for gene expression traits in blood, and trait enrichment analysis suggested a strong association with immune-related, transcriptional control, and blood pressure regulation phenotypes. Decreasing fertility rates worldwide with the concomitant increased proportion of first-born children highlights a potential reflection of birth order-related epigenomic states on changing disease incidence trends.
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Affiliation(s)
- Shaobo Li
- Center for Genetic Epidemiology, Department of Population and Public Health Sciences, University of Southern California, Los Angeles, California, USA
| | - Natalia Spitz
- Epigenomics and Mechanisms Branch, International Agency for Research on Cancer, Lyon, France
| | - Akram Ghantous
- Epigenomics and Mechanisms Branch, International Agency for Research on Cancer, Lyon, France
| | - Sarina Abrishamcar
- Department of Epidemiology, Rollins School of Public Health, Emory University, Atlanta, GA, USA
| | - Brigitte Reimann
- Centre for Environmental Sciences, UHasselt, Agoralaan, Building D, 3590, Diepenbeek, Belgium
| | - Irene Marques
- The Generation R Study Group, Erasmus MC, University Medical Center Rotterdam, Rotterdam, the Netherlands
- Department of Pediatrics, Erasmus MC, University Medical Center Rotterdam, Rotterdam, the Netherlands
| | - Matt J Silver
- Medical Research Council Unit The Gambia at the London School of Hygiene and Tropical Medicine, London, UK
| | - Sofía Aguilar-Lacasaña
- ISGlobal, Institute for Global Health, Barcelona, Spain
- Universitat Pompeu Fabra (UPF), Barcelona, Spain
- CIBER Epidemiología y Salud Pública, Madrid, Spain
| | - Negusse Kitaba
- Human Development and Health, Faculty of Medicine, Southampton General Hospital, University of Southampton, Southampton, UK
| | - Faisal I Rezwan
- Human Development and Health, Faculty of Medicine, Southampton General Hospital, University of Southampton, Southampton, UK
- Department of Computer Science, Aberystwyth University, Aberystwyth, Ceredigion, SY23 3DB, UK
| | - Stefan Röder
- Department of Environmental Immunology, Helmholtz Centre for Environmental Research -UFZ, Leipzig, Germany
| | - Lea Sirignano
- Department of Genetic Epidemiology in Psychiatry, Central Institute of Mental Health, Medical Faculty Mannheim, University of Heidelberg, Mannheim, Germany
| | - Johanna Tuhkanen
- Department of Psychology and Logopedics, University of Helsinki, Helsinki, Finland
| | - Giulia Mancano
- MRC Integrative Epidemiology Unit, Population Health Sciences, Bristol Medical School, University of Bristol, Bristol, UK
| | - Gemma C Sharp
- MRC Integrative Epidemiology Unit, Population Health Sciences, Bristol Medical School, University of Bristol, Bristol, UK
- School of Psychology, Faculty of Health and Life Sciences, University of Exeter, Exeter, UK
| | - Catherine Metayer
- School of Public Health, University of California Berkeley, Berkeley, California, USA
| | - Libby Morimoto
- School of Public Health, University of California Berkeley, Berkeley, California, USA
| | - Dan J Stein
- SAMRC Unit on Risk & Resilience in Mental Disorders, Dept of Psychiatry & Neuroscience Institute, University of Cape Town, Rondebosch, South Africa
| | - Heather J Zar
- SAMRC Unit on Risk & Resilience in Mental Disorders, Dept of Psychiatry & Neuroscience Institute, University of Cape Town, Rondebosch, South Africa
- Department of Paediatrics and Child Health, Red Cross War Memorial Children's Hospital, University of Cape Town, Rondebosch, South Africa
| | - Rossella Alfano
- Centre for Environmental Sciences, UHasselt, Agoralaan, Building D, 3590, Diepenbeek, Belgium
| | - Tim Nawrot
- Centre for Environmental Sciences, UHasselt, Agoralaan, Building D, 3590, Diepenbeek, Belgium
| | - Congrong Wang
- Centre for Environmental Sciences, UHasselt, Agoralaan, Building D, 3590, Diepenbeek, Belgium
| | - Eero Kajantie
- Clinical Medicine Research Unit, Medical Research Center Oulu, Oulu University, Hospital and University of Oulu, Oulu, Finland
- Department of Clinical and Molecular Medicine, Norwegian University of Science and Technology, Trondheim, Norway
- Pediatric Research Centre, Children's Hospital, Helsinki University Hospital and University of Helsinki, Helsinki, Finland
| | - Elina Keikkala
- Clinical Medicine Research Unit, Medical Research Center Oulu, Oulu University, Hospital and University of Oulu, Oulu, Finland
- Population Health Unit, Department of Public Health and Welfare, Finnish Institute for Health and Welfare, Oulu, Finland
| | - Sanna Mustaniemi
- Clinical Medicine Research Unit, Medical Research Center Oulu, Oulu University, Hospital and University of Oulu, Oulu, Finland
- Population Health Unit, Department of Public Health and Welfare, Finnish Institute for Health and Welfare, Oulu, Finland
| | - Justiina Ronkainen
- Research Unit of Population Health, Faculty of Medicine, University of Oulu, Oulu, Finland
| | - Sylvain Sebert
- Research Unit of Population Health, Faculty of Medicine, University of Oulu, Oulu, Finland
| | - Wnurinham Silva
- Research Unit of Population Health, Faculty of Medicine, University of Oulu, Oulu, Finland
| | - Marja Vääräsmäki
- Clinical Medicine Research Unit, Medical Research Center Oulu, Oulu University, Hospital and University of Oulu, Oulu, Finland
- Population Health Unit, Department of Public Health and Welfare, Finnish Institute for Health and Welfare, Oulu, Finland
| | - Vincent W V Jaddoe
- The Generation R Study Group, Erasmus MC, University Medical Center Rotterdam, Rotterdam, the Netherlands
- Department of Pediatrics, Erasmus MC, University Medical Center Rotterdam, Rotterdam, the Netherlands
| | - Robin M Bernstein
- Department of Anthropology and Institute of Behavioral Science, University of Colorado Boulder, Boulder, CO, USA
| | - Andrew M Prentice
- MRC Unit The Gambia at the London School of Hygiene & Tropical Medicine, Fajara, The Gambia
| | - Marta Cosin-Tomas
- ISGlobal, Institute for Global Health, Barcelona, Spain
- Universitat Pompeu Fabra (UPF), Barcelona, Spain
- CIBER Epidemiología y Salud Pública, Madrid, Spain
| | - Terence Dwyer
- Nuffield Department of Women's & Reproductive Health, University of Oxford, John Radcliffe Hospital, Oxford, OX3 9DU, UK
| | - Siri Eldevik Håberg
- Centre for Fertility and Health, Norwegian Institute of Public Health, Oslo, Norway
| | - Zdenko Herceg
- Epigenomics and Mechanisms Branch, International Agency for Research on Cancer, Lyon, France
| | - Maria C Magnus
- Centre for Fertility and Health, Norwegian Institute of Public Health, Oslo, Norway
| | - Monica Cheng Munthe-Kaas
- Department of Pediatric Oncology and Hematology, Oslo University Hospital, Norwegian Institute of Public Health, Oslo, Norway
| | - Christian M Page
- Centre for Fertility and Health, Norwegian Institute of Public Health, Oslo, Norway
- Department of Physical Health and Aging, Division for Mental and Physical Health, Norwegian Institute of Public Health, Oslo, Norway
| | - Maja Völker
- Department of Genetic Epidemiology in Psychiatry, Central Institute of Mental Health, Medical Faculty Mannheim, University of Heidelberg, Mannheim, Germany
| | - Maria Gilles
- Department of Psychiatry and Psychotherapy, Central Institute of Mental Health, Medical Faculty Mannheim, University of Heidelberg, Mannheim, Germany
| | - Tabea Send
- Department of Psychiatry and Psychotherapy, Central Institute of Mental Health, Medical Faculty Mannheim, University of Heidelberg, Mannheim, Germany
| | - Stephanie Witt
- Department of Genetic Epidemiology in Psychiatry, Central Institute of Mental Health, Medical Faculty Mannheim, University of Heidelberg, Mannheim, Germany
| | - Lea Zillich
- Department of Genetic Epidemiology in Psychiatry, Central Institute of Mental Health, Medical Faculty Mannheim, University of Heidelberg, Mannheim, Germany
| | - Luigi Gagliardi
- Woman and Child Health Department, Ospedale Versilia, AUSL Toscana Nord Ovest, Pisa, Italy
| | - Lorenzo Richiardi
- Department of Medical Sciences, University of Turin, CPO Piemonte, Turin, Italy
| | - Darina Czamara
- Department of Psychology and Logopedics, University of Helsinki, Helsinki, Finland
| | - Katri Räikkönen
- Department of Psychology and Logopedics, University of Helsinki, Helsinki, Finland
| | - Lida Chatzi
- Department of Population and Public Health Sciences, Keck School of Medicine of USC. University of Southern California, Los Angeles, CA, USA
| | - Marina Vafeiadi
- Department of Social Medicine, Faculty of Medicine, University of Crete, Heraklion, Greece
| | - S Hasan Arshad
- Clinical and Experimental Sciences, Faculty of Medicine, University of Southampton, Southampton, UK
- David Hide Asthma and Allergy Research Centre, Isle of Wight, UK
| | - Susan Ewart
- College of Veterinary Medicine, Michigan State University, East Lansing, MI, USA
| | - Michelle Plusquin
- Centre for Environmental Sciences, UHasselt, Agoralaan, Building D, 3590, Diepenbeek, Belgium
| | - Janine F Felix
- The Generation R Study Group, Erasmus MC, University Medical Center Rotterdam, Rotterdam, the Netherlands
- Department of Pediatrics, Erasmus MC, University Medical Center Rotterdam, Rotterdam, the Netherlands
| | - Sophie E Moore
- Department of Women & Children's Health, King's College London, London, UK
| | - Martine Vrijheid
- ISGlobal, Institute for Global Health, Barcelona, Spain
- CIBER Epidemiología y Salud Pública, Madrid, Spain
| | - John W Holloway
- Human Development and Health, Faculty of Medicine, Southampton General Hospital, University of Southampton, Southampton, UK
- Clinical and Experimental Sciences, Faculty of Medicine, University of Southampton, Southampton, UK
| | - Wilfried Karmaus
- Division of Epidemiology, Biostatistics, and Environmental Health, University of Memphis, Memphis, TN, USA
| | - Gunda Herberth
- Department of Environmental Immunology, Helmholtz Centre for Environmental Research -UFZ, Leipzig, Germany
| | - Ana Zenclussen
- Department of Environmental Immunology, Helmholtz Centre for Environmental Research -UFZ, Leipzig, Germany
- Perinatal Immunology, Medical Faculty, Saxonian Incubator for Clinical Translation (SIKT), University of Leipzig, Leipzig, Germany
| | - Fabian Streit
- Department of Genetic Epidemiology in Psychiatry, Central Institute of Mental Health, Medical Faculty Mannheim, University of Heidelberg, Mannheim, Germany
| | - Jari Lahti
- Department of Psychology and Logopedics, University of Helsinki, Helsinki, Finland
| | - Anke Hüls
- Department of Epidemiology, Rollins School of Public Health, Emory University, Atlanta, GA, USA
- Gangarosa Department of Environmental Health, Rollins School of Public Health, Emory University, Atlanta, GA, USA
| | - Thanh T Hoang
- Epidemiology Branch, National Institute of Environmental Health Sciences, National Institutes of Health, Research Triangle Park, NC, USA
| | - Stephanie J London
- Epidemiology Branch, National Institute of Environmental Health Sciences, National Institutes of Health, Research Triangle Park, NC, USA
| | - Joseph L Wiemels
- Center for Genetic Epidemiology, Department of Population and Public Health Sciences, University of Southern California, Los Angeles, California, USA.
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Fuggle NR, Westbury L, Reswan F, Graham N, Kitaba N, Ward KA, Ward KA, Harvey N, Holloway J, Dennison E, Cooper C. P095 Epigenetic clocks have the potential to predict future grip strength in males but not females. Rheumatology (Oxford) 2022. [DOI: 10.1093/rheumatology/keac133.094] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/13/2022] Open
Abstract
Abstract
Background/Aims
Sarcopenia and muscle ageing are associated with substantial morbidity and mortality for the individual and significant costs to healthcare budgets. However, if we can identify those at particular risk of muscle decline it may be possible to intervene, prevent further deterioration and improve the musculoskeletal health of the ageing population. DNA methylation accumulates across the lifecourse and provides the basis for biological clocks, generating a measure of age acceleration (i.e. that an individual is biologically older or younger than their chronological age would suggest). An example is the GrimAge clock which was designed to estimate remaining longevity and thus may potentially represent a novel risk marker for muscle deterioration. We aimed to investigate whether there is an association between methylation-measured age acceleration and future grip strength in a group of community-dwelling older adults.
Methods
This study is based within the Hertfordshire Cohort Study. At baseline, participants attended research visits where health-related questionnaires were completed and blood samples were collected. DNA was extracted from peripheral blood leukocytes and DNA methylation at CpG sites was measured using the Infinium Human Methylation Beadchip arrays (Illumina Inc., San Diego, CA) (450k, n = 99 and 850k, n = 326). After pre-processing, GrimAge epigenetic age acceleration was measured, using the array-specific publicly available algorithms, and standardised to an SD scale. Grip strength was ascertained using the JAMAR dynamometer at baseline and follow-up. Linear regression was used to examine GrimAge acceleration in relation to grip strength at baseline and follow-up in unadjusted models and those adjusted for age, height and BMI.
Results
A total of 425 participants (213 males and 212 females) were included in our analyses. The mean age at baseline was 64.1 years (SD 2.6) for males and 65.9 years (SD 2.7) for females. The median follow-up time was 11.6 years (IQR 11.0-12.4) and mean GrimAge at baseline was 58.4 years (SD 5.6). Higher GrimAge acceleration was significantly associated with lower grip strength at baseline (β= -1.43kg [95% CI: -2.39,-0.47] per SD greater age acceleration in univariate model, p < 0.01) in unadjusted and adjusted models and at follow-up (β= -1.25kg [-2.24,-0.26] per SD, p < 0.02). No significant associations were observed in females.
Conclusion
Our results suggest that greater GrimAge acceleration, as a measure of biological age acceleration, is significantly associated with lower grip strength after approximately a decade of follow-up. However, this association was only observed in males and not in females. The GrimAge clock was designed using methylation surrogates of age-related plasma proteins and smoking pack years, and it may be that the variation in these was more marked in our male population compared to females. Further work is required to investigate and replicate the above association.
Disclosure
N.R. Fuggle: None. L. Westbury: None. F. Reswan: None. N. Graham: None. N. Kitaba: None. K.A. Ward: None. K.A. Ward: None. N. Harvey: None. J. Holloway: None. E. Dennison: None. C. Cooper: None.
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Affiliation(s)
- Nicholas R Fuggle
- MRC Lifecourse Epidemiology Centre, University of Southampton, Southampton, UNITED KINGDOM
| | - Leo Westbury
- MRC Lifecourse Epidemiology Centre, University of Southampton, Southampton, UNITED KINGDOM
| | - Faisal Reswan
- Human Development and Health, University of Southampton, Southampton, UNITED KINGDOM
| | - Nikki Graham
- Human Development and Health, University of Southampton, Southampton, UNITED KINGDOM
| | - Negusse Kitaba
- Human Development and Health, University of Southampton, Southampton, UNITED KINGDOM
| | - Kate A Ward
- MRC Lifecourse Epidemiology Centre, University of Southampton, Southampton, UNITED KINGDOM
| | - Kate A Ward
- MRC Lifecourse Epidemiology Centre, University of Southampton, Southampton, UNITED KINGDOM
| | - Nicholas Harvey
- MRC Lifecourse Epidemiology Centre, University of Southampton, Southampton, UNITED KINGDOM
| | - John Holloway
- Human Development and Health, University of Southampton, Southampton, UNITED KINGDOM
| | - Elaine Dennison
- MRC Lifecourse Epidemiology Centre, University of Southampton, Southampton, UNITED KINGDOM
| | - Cyrus Cooper
- MRC Lifecourse Epidemiology Centre, University of Southampton, Southampton, UNITED KINGDOM
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Jõgi NO, Kitaba N, Storaas T, Schlünssen V, Triebner K, Holloway JW, Horsnell WGC, Svanes C, Bertelsen RJ. Ascaris exposure and its association with lung function, asthma, and DNA methylation in Northern Europe. J Allergy Clin Immunol 2021; 149:1960-1969. [PMID: 34996616 DOI: 10.1016/j.jaci.2021.11.013] [Citation(s) in RCA: 10] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/27/2021] [Revised: 10/29/2021] [Accepted: 11/05/2021] [Indexed: 01/17/2023]
Abstract
BACKGROUND Ascaris infections, with a worldwide prevalence above 10%, can cause respiratory pathology. However, long-term effects on lung function in humans are largely unknown. OBJECTIVE We investigated the associations of Ascaris exposure with lung function, asthma, and DNA methylation. METHODS Serum Ascaris IgG antibodies were measured in 671 adults aged 18 to 47 years (46% women) from Aarhus, Bergen, and Tartu RHINESSA study centers. Seropositivity was defined as IgG above the 90th percentile. Linear and logistic regressions were used to analyze Ascaris seropositivity as associated with lung function and asthma, adjusted for age, height, and smoking and clustered by center. DNA methylation in blood was profiled by a commercial methylation assay. RESULTS Ascaris seropositivity was associated with lower FEV1 (-247 mL; 95% CI, -460, -34) and higher odds for asthma (adjusted odds ratio, 5.84; 95% CI, 1.67, 20.37) among men but not women, also after further adjusting for house dust mite sensitivity, consistent across study centers. At a genome-wide level, Ascaris exposure was associated with 23 differentially methylated sites in men and 3 in women. We identified hypermethylation of the MYBPC1 gene, which can regulate airway muscle contraction. We also identified genes linked to asthma pathogenesis such as CRHR1 and GRK1, as well as a differentially methylated region in the PRSS22 gene linked to nematode infection. CONCLUSION Ascaris exposure was associated with substantially lower lung function and increased asthma risk among men. Seropositive participants had sex-specific differences in DNA methylation compared to the unexposed, thus suggesting that exposure may lead to sex-specific epigenetic changes associated with lung pathology.
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Affiliation(s)
- Nils O Jõgi
- Department of Clinical Science, University of Bergen, Bergen, Norway; Department of Occupational Medicine, Haukeland University Hospital, Bergen, Norway.
| | - Negusse Kitaba
- Human Development and Health, Faculty of Medicine, University of Southampton, Southampton, United Kingdom
| | - Torgeir Storaas
- Department of Occupational Medicine, Haukeland University Hospital, Bergen, Norway
| | - Vivi Schlünssen
- Department of Public Health, Environmental Occupation, and Health, Danish Ramazzini Centre, Aarhus University, Aarhus, Denmark; National Research Centre for the Working Environment, Copenhagen, Denmark
| | - Kai Triebner
- Department of Clinical Science, University of Bergen, Bergen, Norway; Core Facility for Metabolomics, University of Bergen, Bergen, Norway
| | - John W Holloway
- Human Development and Health, Faculty of Medicine, University of Southampton, Southampton, United Kingdom
| | - William G C Horsnell
- Institute of Infectious Disease and Molecular Medicine/Division of Immunology, University of Cape Town, Cape Town, South Africa; Institute of Microbiology and Infection, University of Birmingham, Birmingham, United Kingdom; Laboratory of Molecular and Experimental Immunology and Neurogenetics, CNRS-University of Orléans and Le Studium Institute for Advanced Studies, Orléans, France.
| | - Cecilie Svanes
- Department of Occupational Medicine, Haukeland University Hospital, Bergen, Norway; Centre for International Health, University of Bergen, Bergen, Norway
| | - Randi J Bertelsen
- Department of Clinical Science, University of Bergen, Bergen, Norway; Oral Health Centre of Expertise in Western Norway, Bergen, Norway
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Murray R, Kitaba N, Antoun E, Titcombe P, Barton S, Cooper C, Inskip HM, Burdge GC, Mahon PA, Deanfield J, Halcox JP, Ellins EA, Bryant J, Peebles C, Lillycrop K, Godfrey KM, Hanson MA. Influence of Maternal Lifestyle and Diet on Perinatal DNA Methylation Signatures Associated With Childhood Arterial Stiffness at 8 to 9 Years. Hypertension 2021; 78:787-800. [PMID: 34275334 PMCID: PMC8357051 DOI: 10.1161/hypertensionaha.121.17396] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/20/2022]
Abstract
Supplemental Digital Content is available in the text. Increases in aortic pulse wave velocity, a measure of arterial stiffness, can lead to elevated systolic blood pressure and increased cardiac afterload in adulthood. These changes are detectable in childhood and potentially originate in utero, where an adverse early life environment can alter DNA methylation patterns detectable at birth. Here, analysis of epigenome-wide methylation patterns using umbilical cord blood DNA from 470 participants in the Southampton’s Women’s Survey identified differential methylation patterns associated with systolic blood pressure, pulse pressure, arterial distensibility, and descending aorta pulse wave velocity measured by magnetic resonance imaging at 8 to 9 years. Perinatal methylation levels at 16 CpG loci were associated with descending aorta pulse wave velocity, with identified CpG sites enriched in pathways involved in DNA repair (P=9.03×10−11). The most significant association was with cg20793626 methylation (within protein phosphatase, Mg2+/Mn2+ dependent 1D; β=−0.05 m/s/1% methylation change, [95% CI, −0.09 to −0.02]). Genetic variation was also examined but had a minor influence on these observations. Eight pulse wave velocity-linked dmCpGs were associated with prenatal modifiable risk factors, with cg08509237 methylation (within palmitoyl-protein thioesterase-2) associated with maternal oily fish consumption in early and late pregnancy. Lower oily fish consumption in early pregnancy modified the relationship between methylation and pulse wave velocity, with lower consumption strengthening the association between cg08509237 methylation and increased pulse wave velocity. In conclusion, measurement of perinatal DNA methylation signatures has utility in identifying infants who might benefit from preventive interventions to reduce risk of later cardiovascular disease, and modifiable maternal factors can reduce this risk in the child.
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Affiliation(s)
- Robert Murray
- From the School of Human Development and Health, Institute of Developmental Sciences Building, Faculty of Medicine (R.M., N.K., E.A., G.C.B., K.M.G., M.A.H.), University of Southampton, United Kingdom
| | - Negusse Kitaba
- From the School of Human Development and Health, Institute of Developmental Sciences Building, Faculty of Medicine (R.M., N.K., E.A., G.C.B., K.M.G., M.A.H.), University of Southampton, United Kingdom
| | - Elie Antoun
- From the School of Human Development and Health, Institute of Developmental Sciences Building, Faculty of Medicine (R.M., N.K., E.A., G.C.B., K.M.G., M.A.H.), University of Southampton, United Kingdom.,Centre for Biological Sciences, Faculty of Natural and Environmental Sciences (E.A., K.L.), University of Southampton, United Kingdom
| | - Philip Titcombe
- MRC Lifecourse Epidemiology Unit (P.T., S.B., C.C., H.M.I., P.A.M., K.M.G.), University of Southampton, United Kingdom
| | - Sheila Barton
- MRC Lifecourse Epidemiology Unit (P.T., S.B., C.C., H.M.I., P.A.M., K.M.G.), University of Southampton, United Kingdom
| | - Cyrus Cooper
- MRC Lifecourse Epidemiology Unit (P.T., S.B., C.C., H.M.I., P.A.M., K.M.G.), University of Southampton, United Kingdom
| | - Hazel M Inskip
- MRC Lifecourse Epidemiology Unit (P.T., S.B., C.C., H.M.I., P.A.M., K.M.G.), University of Southampton, United Kingdom.,NIHR Southampton Biomedical Research Centre, University of Southampton and University Hospital Southampton NHS Foundation Trust, United Kingdom (H.M.I., K.L., K.M.G., M.A.H.)
| | - Graham C Burdge
- From the School of Human Development and Health, Institute of Developmental Sciences Building, Faculty of Medicine (R.M., N.K., E.A., G.C.B., K.M.G., M.A.H.), University of Southampton, United Kingdom
| | - Pamela A Mahon
- MRC Lifecourse Epidemiology Unit (P.T., S.B., C.C., H.M.I., P.A.M., K.M.G.), University of Southampton, United Kingdom
| | - John Deanfield
- Institute of Cardiovascular Sciences, University College London, United Kingdom (J.D.)
| | - Julian P Halcox
- Swansea University Medical School, Swansea University, United Kingdom (J.P.H., E.A.E.)
| | - Elizabeth A Ellins
- Swansea University Medical School, Swansea University, United Kingdom (J.P.H., E.A.E.)
| | - Jennifer Bryant
- Department of Cardiac Magnetic Resonance Imaging, National Heart Centre Singapore (J.B.)
| | - Charles Peebles
- Wessex Cardiothoracic Centre, Southampton University Hospitals NHS Trust, United Kingdom (C.P.)
| | - Karen Lillycrop
- Centre for Biological Sciences, Faculty of Natural and Environmental Sciences (E.A., K.L.), University of Southampton, United Kingdom.,NIHR Southampton Biomedical Research Centre, University of Southampton and University Hospital Southampton NHS Foundation Trust, United Kingdom (H.M.I., K.L., K.M.G., M.A.H.)
| | - Keith M Godfrey
- From the School of Human Development and Health, Institute of Developmental Sciences Building, Faculty of Medicine (R.M., N.K., E.A., G.C.B., K.M.G., M.A.H.), University of Southampton, United Kingdom.,MRC Lifecourse Epidemiology Unit (P.T., S.B., C.C., H.M.I., P.A.M., K.M.G.), University of Southampton, United Kingdom.,NIHR Southampton Biomedical Research Centre, University of Southampton and University Hospital Southampton NHS Foundation Trust, United Kingdom (H.M.I., K.L., K.M.G., M.A.H.)
| | - Mark A Hanson
- From the School of Human Development and Health, Institute of Developmental Sciences Building, Faculty of Medicine (R.M., N.K., E.A., G.C.B., K.M.G., M.A.H.), University of Southampton, United Kingdom.,NIHR Southampton Biomedical Research Centre, University of Southampton and University Hospital Southampton NHS Foundation Trust, United Kingdom (H.M.I., K.L., K.M.G., M.A.H.)
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