Cord blood DNA methylation and adiposity measures in early and mid-childhood

Abstract Background Excess adiposity in childhood is associated with numerous adverse health outcomes. As this condition is difficult to treat once present, identification of risk early in life can help inform and implement strategies to prevent the onset of the condition. We performed an epigenome-...

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Main Authors: Jacob K. Kresovich, Yinan Zheng, Andres Cardenas, Brian T. Joyce, Sheryl L. Rifas-Shiman, Emily Oken, Matthew W. Gillman, Marie-France Hivert, Andrea A. Baccarelli, Lifang Hou
Format: Article
Language:English
Published: BMC 2017-08-01
Series:Clinical Epigenetics
Subjects:
Online Access:http://link.springer.com/article/10.1186/s13148-017-0384-9
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spelling doaj-703ea8bd4b5343bab9473420b361b21e2020-11-25T00:44:00ZengBMCClinical Epigenetics1868-70751868-70832017-08-01911910.1186/s13148-017-0384-9Cord blood DNA methylation and adiposity measures in early and mid-childhoodJacob K. Kresovich0Yinan Zheng1Andres Cardenas2Brian T. Joyce3Sheryl L. Rifas-Shiman4Emily Oken5Matthew W. Gillman6Marie-France Hivert7Andrea A. Baccarelli8Lifang Hou9Division of Epidemiology and Biostatistics, School of Public Health, University of Illinois at ChicagoCenter for Population Epigenetics, Robert H. Lurie Comprehensive Cancer Center and Department of Preventive Medicine, Northwestern UniversityDivision of Chronic Disease Research Across the Lifecourse (CoRAL), Department of Population Medicine, Harvard Medical School and Harvard Pilgrim Health Care InstituteCenter for Population Epigenetics, Robert H. Lurie Comprehensive Cancer Center and Department of Preventive Medicine, Northwestern UniversityDivision of Chronic Disease Research Across the Lifecourse (CoRAL), Department of Population Medicine, Harvard Medical School and Harvard Pilgrim Health Care InstituteDivision of Chronic Disease Research Across the Lifecourse (CoRAL), Department of Population Medicine, Harvard Medical School and Harvard Pilgrim Health Care InstituteEnvironmental Influences on Child Health Outcomes (ECHO) Program, Office of the Director, National Institutes of HealthDivision of Chronic Disease Research Across the Lifecourse (CoRAL), Department of Population Medicine, Harvard Medical School and Harvard Pilgrim Health Care InstituteDepartment of Environmental Health Science, Mailman School of Public Health, Columbia UniversityCenter for Population Epigenetics, Robert H. Lurie Comprehensive Cancer Center and Department of Preventive Medicine, Northwestern UniversityAbstract Background Excess adiposity in childhood is associated with numerous adverse health outcomes. As this condition is difficult to treat once present, identification of risk early in life can help inform and implement strategies to prevent the onset of the condition. We performed an epigenome-wide association study to prospectively investigate the relationship between cord blood DNA methylation and adiposity measurements in childhood. Methods We measured genome-wide DNA methylation from 478 children in cord blood and measured overall and central adiposity via skinfold caliper measurements in early (range 3.1–3.3 years) and mid-childhood (age range 7.3–8.3 years) and via dual X-ray absorptiometry (DXA) in mid-childhood. Final models were adjusted for maternal age at enrollment, pre-pregnancy body mass index, education, folate intake during pregnancy, smoking during pregnancy, and gestational weight gain, and child sex, race/ethnicity, current age, and cord blood cell composition. Results We identified four promoter proximal CpG sites that were associated with adiposity as measured by subscapular (SS) and triceps (TR) ratio (SS:TR) in early childhood, in the genes KPRP, SCL9A10, MYLK2, and PRLHR. We additionally identified one gene body CpG site associated with early childhood SS + TR on PPAPDC1A; this site was nominally associated with SS + TR in mid-childhood. Higher methylation at one promoter proximal CpG site in MMP25 was also associated with SS:TR in mid-childhood. In regional analyses, methylation at an exonal region of GFPT2 was positively associated with SS:TR in early childhood. Finally, we identified regions of two long, non-coding RNAs which were associated with SS:TR (LOC100049716) and fat-free mass index (LOC102723493) in mid-childhood. Conclusion This analysis identified novel CpG loci associated with adiposity outcomes. However, our results suggest little consistency across the various adiposity outcomes tested, particularly among the more accurate DXA measurements of body composition. We recommend using caution when interpreting these associations.http://link.springer.com/article/10.1186/s13148-017-0384-9EWASCord bloodMethylationAdiposityChildhood adiposity
collection DOAJ
language English
format Article
sources DOAJ
author Jacob K. Kresovich
Yinan Zheng
Andres Cardenas
Brian T. Joyce
Sheryl L. Rifas-Shiman
Emily Oken
Matthew W. Gillman
Marie-France Hivert
Andrea A. Baccarelli
Lifang Hou
spellingShingle Jacob K. Kresovich
Yinan Zheng
Andres Cardenas
Brian T. Joyce
Sheryl L. Rifas-Shiman
Emily Oken
Matthew W. Gillman
Marie-France Hivert
Andrea A. Baccarelli
Lifang Hou
Cord blood DNA methylation and adiposity measures in early and mid-childhood
Clinical Epigenetics
EWAS
Cord blood
Methylation
Adiposity
Childhood adiposity
author_facet Jacob K. Kresovich
Yinan Zheng
Andres Cardenas
Brian T. Joyce
Sheryl L. Rifas-Shiman
Emily Oken
Matthew W. Gillman
Marie-France Hivert
Andrea A. Baccarelli
Lifang Hou
author_sort Jacob K. Kresovich
title Cord blood DNA methylation and adiposity measures in early and mid-childhood
title_short Cord blood DNA methylation and adiposity measures in early and mid-childhood
title_full Cord blood DNA methylation and adiposity measures in early and mid-childhood
title_fullStr Cord blood DNA methylation and adiposity measures in early and mid-childhood
title_full_unstemmed Cord blood DNA methylation and adiposity measures in early and mid-childhood
title_sort cord blood dna methylation and adiposity measures in early and mid-childhood
publisher BMC
series Clinical Epigenetics
issn 1868-7075
1868-7083
publishDate 2017-08-01
description Abstract Background Excess adiposity in childhood is associated with numerous adverse health outcomes. As this condition is difficult to treat once present, identification of risk early in life can help inform and implement strategies to prevent the onset of the condition. We performed an epigenome-wide association study to prospectively investigate the relationship between cord blood DNA methylation and adiposity measurements in childhood. Methods We measured genome-wide DNA methylation from 478 children in cord blood and measured overall and central adiposity via skinfold caliper measurements in early (range 3.1–3.3 years) and mid-childhood (age range 7.3–8.3 years) and via dual X-ray absorptiometry (DXA) in mid-childhood. Final models were adjusted for maternal age at enrollment, pre-pregnancy body mass index, education, folate intake during pregnancy, smoking during pregnancy, and gestational weight gain, and child sex, race/ethnicity, current age, and cord blood cell composition. Results We identified four promoter proximal CpG sites that were associated with adiposity as measured by subscapular (SS) and triceps (TR) ratio (SS:TR) in early childhood, in the genes KPRP, SCL9A10, MYLK2, and PRLHR. We additionally identified one gene body CpG site associated with early childhood SS + TR on PPAPDC1A; this site was nominally associated with SS + TR in mid-childhood. Higher methylation at one promoter proximal CpG site in MMP25 was also associated with SS:TR in mid-childhood. In regional analyses, methylation at an exonal region of GFPT2 was positively associated with SS:TR in early childhood. Finally, we identified regions of two long, non-coding RNAs which were associated with SS:TR (LOC100049716) and fat-free mass index (LOC102723493) in mid-childhood. Conclusion This analysis identified novel CpG loci associated with adiposity outcomes. However, our results suggest little consistency across the various adiposity outcomes tested, particularly among the more accurate DXA measurements of body composition. We recommend using caution when interpreting these associations.
topic EWAS
Cord blood
Methylation
Adiposity
Childhood adiposity
url http://link.springer.com/article/10.1186/s13148-017-0384-9
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