DNA methylation mediates the effect of maternal smoking on offspring birthweight: a birth cohort study of multi-ethnic US mother-newborn pairs

被引:38
作者
Xu, Richard [1 ]
Hong, Xiumei [2 ]
Zhang, Boyang [3 ]
Huang, Wanyu [4 ]
Hou, Wenpin [3 ]
Wang, Guoying [2 ]
Wang, Xiaobin [2 ,5 ]
Igusa, Tak [4 ]
Liang, Liming [6 ,7 ]
Ji, Hongkai [3 ]
机构
[1] Johns Hopkins Univ, Dept Comp Sci, Whiting Sch Engn, Baltimore, MD 21218 USA
[2] Johns Hopkins Univ, Ctr Early Life Origins Dis, Dept Populat Family & Reprod Hlth, Bloomberg Sch Publ Hlth, Baltimore, MD USA
[3] Johns Hopkins Univ, Dept Biostat, Bloomberg Sch Publ Hlth, Baltimore, MD 21205 USA
[4] Johns Hopkins Univ, Whiting Sch Engn, Dept Civil & Syst Engn, Baltimore, MD USA
[5] Johns Hopkins Univ, Dept Pediat, Sch Med, Baltimore, MD 21205 USA
[6] Harvard Univ, Dept Epidemiol, TH Chan Sch Publ Hlth, Boston, MA USA
[7] Harvard Univ, Dept Biostat, TH Chan Sch Publ Hlth, Boston, MA USA
基金
美国国家卫生研究院;
关键词
Maternal smoking; Low birthweight; DNA methylation; Epigenome-wide association study; Mediation analysis; EPIGENOME-WIDE ASSOCIATION; DEVELOPMENTAL ORIGINS; CORD BLOOD; PREGNANCY; RISK;
D O I
10.1186/s13148-021-01032-6
中图分类号
R73 [肿瘤学];
学科分类号
100214 ;
摘要
Background Maternal smoking affects more than half a million pregnancies each year in the US and is known to result in fetal growth restriction as measured by lower birthweight and its associated long-term consequences. Maternal smoking also has been linked to altered fetal DNA methylation (DNAm). However, what remains largely unexplored is whether these DNAm alterations are merely markers of smoking exposure or if they also have implications for health outcomes. This study tested the hypothesis that fetal DNAm mediates the effect of maternal smoking on newborn birthweight. Methods This study included mother-newborn pairs from a US predominantly urban, low-income multi-ethnic birth cohort. DNAm in cord blood were determined using the Illumina Infinium MethylationEPIC BeadChip. After standard quality control and normalization procedures, an epigenome-wide association study (EWAS) of maternal smoking was performed using linear regression models, controlling for maternal age, education, race, parity, pre-pregnancy body mass index, alcohol consumption, gestational age, maternal pregestational/gestational diabetes, child sex, cord blood cell compositions and batch effects. To quantify the degree to which cord DNAm mediates the smoking-birthweight association, the VanderWeele-Vansteelandt approach for single mediator and structural equational model for multiple mediators were used, adjusting for pertinent covariates. Results The study included 954 mother-newborn pairs. Among mothers, 165 (17.3%) ever smoked before or during pregnancy. Newborns with smoking exposure had on average 258 g lower birthweight than newborns without exposure (P < 0.001). Using a false discovery rate (FDR) < 0.05 as the significance cutoff, the EWAS identified 38 differentially methylated CpG sites associated with maternal smoking. Of those, 17 CpG sites were mapped to previously reported genes: GFI1, AHRR, CYP1A1, and CNTNAP2; 8 of those, located in the first three genes, were Bonferroni significantly associated with newborn birthweight and mediated the smoking-birthweight association. The combined mediation effect of the three genes explained 67.8% of the smoking-birthweight association. Conclusions Our study not only lends further support that maternal smoking alters fetal DNAm in a multiethnic population, but also suggests that fetal DNAm substantially mediates the maternal smoking-birthweight association. Our findings, if further validated, indicate that DNAm modification is likely an important pathway by which maternal smoking impairs fetal growth and, perhaps, even long-term health outcomes.
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页数:13
相关论文
共 37 条
[1]   Birth weight-for-gestational age is associated with DNA methylation at birth and in childhood [J].
Agha, Golareh ;
Hajj, Hanine ;
Rifas-Shiman, Sheryl L. ;
Just, Allan C. ;
Hivert, Marie-France ;
Burris, Heather H. ;
Lin, Xihong ;
Litonjua, Augusto A. ;
Oken, Emily ;
DeMeo, Dawn L. ;
Gillman, Matthew W. ;
Baccarelli, Andrea A. .
CLINICAL EPIGENETICS, 2016, 8
[2]   Minfi: a flexible and comprehensive Bioconductor package for the analysis of Infinium DNA methylation microarrays [J].
Aryee, Martin J. ;
Jaffe, Andrew E. ;
Corrada-Bravo, Hector ;
Ladd-Acosta, Christine ;
Feinberg, Andrew P. ;
Hansen, Kasper D. ;
Irizarry, Rafael A. .
BIOINFORMATICS, 2014, 30 (10) :1363-1369
[3]   DNA methylation of cord blood cell types: Applications for mixed cell birth studies [J].
Bakulski, Kelly M. ;
Feinberg, Jason I. ;
Andrews, Shan V. ;
Yang, Jack ;
Brown, Shannon ;
McKenney, Stephanie L. ;
Witter, Frank ;
Walston, Jeremy ;
Feinberg, Andrew P. ;
Fallin, M. Daniele .
EPIGENETICS, 2016, 11 (05) :354-362
[4]   FETAL ORIGINS OF CORONARY HEART-DISEASE [J].
BARKER, DJP .
BRITISH MEDICAL JOURNAL, 1995, 311 (6998) :171-174
[5]   CONTROLLING THE FALSE DISCOVERY RATE - A PRACTICAL AND POWERFUL APPROACH TO MULTIPLE TESTING [J].
BENJAMINI, Y ;
HOCHBERG, Y .
JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES B-STATISTICAL METHODOLOGY, 1995, 57 (01) :289-300
[6]   Challenges Raised by Mediation Analysis in a High-Dimension Setting [J].
Blum, Michael G. B. ;
Valeri, Linda ;
Francois, Olivier ;
Cadiou, Solene ;
Siroux, Valerie ;
Lepeule, Johanna ;
Slama, Remy .
ENVIRONMENTAL HEALTH PERSPECTIVES, 2020, 128 (05)
[7]   Mediation by Placental DNA Methylation of the Association of Prenatal Maternal Smoking and Birth Weight [J].
Cardenas, Andres ;
Lutz, Sharon M. ;
Everson, Todd M. ;
Perron, Patrice ;
Bouchard, Luigi ;
Hivert, AndMarie-France .
AMERICAN JOURNAL OF EPIDEMIOLOGY, 2019, 188 (11) :1878-1886
[8]  
Centers for Disease Control and Prevention (CDC), 2004, MMWR MORB MORTAL WKL, V53, P911
[9]   Fast and robust adjustment of cell mixtures in epigenome-wide association studies with SmartSVA [J].
Chen, Jun ;
Behnam, Ehsan ;
Huang, Jinyan ;
Moffatt, Miriam F. ;
Schaid, Daniel J. ;
Liang, Liming ;
Lin, Xihong .
BMC GENOMICS, 2017, 18
[10]   The developmental origins of adult disease (Barker) hypothesis [J].
De Boo, HA ;
Harding, JE .
AUSTRALIAN & NEW ZEALAND JOURNAL OF OBSTETRICS & GYNAECOLOGY, 2006, 46 (01) :4-14