Neonatal Genome-Wide Methylation Patterns in Relation to Birth Weight in the Norwegian Mother and Child Cohort
Stephanie M. Engel
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Bonnie R. Joubert
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Michael C. Wu
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Andrew F. Olshan
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Siri E. Hberg
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Per Magne Ueland
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Wenche Nystad
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Roy M. Nilsen
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Stein Emil Vollset
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Shyamal D. Peddada
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Stephanie J. London
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of North Carolina at Chapel Hill
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Chapel Hill, NC, 27599-7435 (
American Journal of Epidemiology Published by Oxford University Press on behalf of the Johns Hopkins Bloomberg School of Public Health 2014. This work is written by (a) US Government employee(s) and is in the public domain in the US. Although epigenetic regulation plays a critical role in embryonic development, few studies have examined the relationship of epigenome-wide methylation with fetal growth. Using the Infinium HumanMethylation450 BeadChip (Illumina, Inc., San Diego, California) in a substudy of 1,046 infants from the Norwegian Mother and Child Cohort Study (MoBa) enrolled between 1999 and 2008, we examined epigenome-wide cord blood DNA methylation in relation to birth weight. In multivariable-adjusted robust linear regression models, we identified differential methylation at 19 cytosine-guanine dinucleotides (CpGs) associated with either decreased (AT-rich interactive domain 5B (MRF1-like) (ARID5B), 2 CpGs) or increased (x-ray repair complementing defective repair in Chinese hamster cells 3 (XRCC3), 4 CpGs) birth weight. ARID5B knockout mice have less adipose tissue and significantly lower weight in the postnatal period. XRCC3 plays a key role in the maintenance of chromosome stability and the repair of DNA damage. Although there are fewer data on the other implicated genes, many of these genes have been shown to have roles in developmental processes. This constitutes the largest and most robust study of birth weight using an epigenome-wide methylation platform and offers potential insights into epigenetic mechanisms of fetal growth. birth weight; cord blood; epigenetics; methylation; MoBa; Norwegian Mother and Child Cohort Study Abbreviations: CpG, cytosine-guanine dinucleotide; MoBa, Norwegian Mother and Child Cohort Study.
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Epigenetic pathways regulate fetal development by
controlling the expression of genes (1), facilitating both precisely
timed and highly coordinated developmental processes (2).
The most well-characterized of these epigenetic pathways is
DNA methylation, the addition of a methyl group usually to
cytosines in cytosine-guanine dinucleotide (CpG) sites (3).
The relationship between CpG methylation and gene
expression is complex and incompletely understood. Recent studies
indicate that methylation at promoter and island regions tends
to result in gene silencing; however, methylation in gene
bodies tends to enhance gene expression (46). Loss of
methylation at specific imprinted regions leads to serious
growthrelated congenital anomalies, such as Beckwith-Wiedemann
and Silver-Russell syndromes (7, 8). However, there are
limited data in humans on the role of more modest variability
in DNA methylation status in the growth and development of
the fetus.
Although some portion of epigenetic lability is under
genetic control (9), epigenomic consequences of exposures
experienced in utero (1012) have been documented in
humans. For example, maternal depression (13) and smoking
during pregnancy (11), both of which are predictors of
reduced birth weight, have been associated with altered
methylation profiles in either gene-specific (13) or
epigenomescale (11) investigations. In particular, Joubert et al. (11)
identified significant associations between maternal smoking
in pregnancy and differential methylation in genes involved
in fundamental developmental processes. Together, these
results support the hypothesis that birth weight, and/or
pathways leading to birth weight, may be affected by differences
in methylation.
A few studies have begun to examine the associations of
gene-specific methylation with birth weight. Targeted
investigations have involved genes hypothesized to play key roles
in growth (e.g., insulinlike growth factor 2), and/or that may
be sensitive to famine exposure in pregnancy (GNAS
antisense RNA 1 (GNASAS), INS-IGF2 readthrough (INS-IGF2),
and leptin (LEP)). However, studies have thus far not provided
consistent evidence of an association with birth weight in
humans (1416). Recently, 2 epigenome-scale investigations of
methylation in relation to birth weight have been published,
although both had relatively small study populations and lacked
adjustment for potentially important confounders. None of the
principal findings in these studies overlap (17, 18).
We undertook an investigation of the relationship between
CpG-specific cord blood DNA methylation and birth weight
using the Infinium HumanMethylation450 BeadChip (Illumina,
Inc., San Diego, California) among 1,046 newborns from the
Norwegian Mother and Child Cohort Study (MoBa).
Study population
MoBa enrolled more than 100,000 women between 1999
and 2008. Study design and selection characteristics have
been described in detail elsewhere (19, 20). Women were
invited by mail to participate prior to their routine
ultrasonography examinations at their local hospitals, usually scheduled
at approximately 18 weeks gestation. Participation rates
varied by study year (20) but averaged 38.5%. Exposure-related
information was collected by questionnaire at the first
enrollment visit and then again at approximately 30 weeks
gestation. Information on dietary folate intake was collected using
a semiquantitative food frequency questionnaire returned by
the mothers at approximately 1822 gestational weeks. The
food frequency questionnaire consisted of 263 questions
about 255 food items and was designed to capture dietary
habits and intakes of dietary supplements during the first
45 months of pregnancy (21, 22). Methods regarding
calculation of nutrient and energy intakes have been previously
described (21, 22). Briefly, nutrient and energy intakes were
calculated using FoodCalc (http://www.ibt.ku.dk/jesper/
FoodCalc/Default.htm) and the Norwegian Food
Composition Table (23). We adjusted for folate intake from foods.
Measurement of plasma folate status was obtained from maternal
blood samples collected at the enrollment visit (at
approximately 18 weeks gestation). Plasma folate was measured
using a microbiological assay with a chloramphenicol-resistant
strain of Lactobacillus casei (24). The assay determines
biologically active folate species, predominantly
5-methyltetrahydrofolate, and has a coefficient of variation of 4%
within day and 5% between days at population median
concentration (24). The Medical Birth Registry of Norway
receives mandatory information on all deliveries at hospitals
using a standardized birth notification form (25). This form
includes demographic information about the mother and
father, information about the mothers health before and during
pregnancy, including chronic diseases and pregnancy
complications, and information on delivery characteristics.
Within MoBa, a nested case-cohort subset was (...truncated)