TY - JOUR
T1 - DNA methylation as a mediator of the association between prenatal adversity and risk factors for metabolic disease in adulthood
AU - Biobank-based Integrative Omics Studies Consortium
AU - Tobi, Elmar W.
AU - Slieker, Roderick C.
AU - Luijk, René
AU - Dekkers, Koen F.
AU - Stein, Aryeh D.
AU - Xu, Kate M.
AU - Slagboom, P. Eline
AU - Van Zwet, Erik W.
AU - Lumey, L. H.
AU - Heijmans, Bastiaan T.
AU - T'Hoen, Peter A.
AU - Pool, René
AU - Van Greevenbroek, Marleen M.
AU - Stehouwer, Coen D.
AU - Van Der Kallen, Carla J.
AU - Schalkwijk, Casper G.
AU - Wijmenga, Cisca
AU - Zhernakova, Sasha
AU - Tigchelaar, Ettje F.
AU - Beekman, Marian
AU - Deelen, Joris
AU - Van Heemst, Diana
AU - Veldink, Jan H.
AU - Van Den Berg, Leonard H.
AU - Van Duijn, Cornelia M.
AU - Hofman, Albert
AU - Uitterlinden, André G.
AU - Jhamai, P. Mila
AU - Verbiest, Michael
AU - Verkerk, Marijn
AU - Van Der Breggen, Ruud
AU - Van Rooij, Jeroen
AU - Lakenberg, Nico
AU - Mei, Hailiang
AU - Bot, Jan
AU - Zhernakova, Dasha V.
AU - Van 't Hof, Peter
AU - Deelen, Patrick
AU - Nooren, Irene
AU - Moed, Matthijs
AU - Vermaat, Martijn
AU - Jan Bonder, Marc
AU - Van Dijk, Freerk
AU - Van Galen, Michiel
AU - Arindrarto, Wibowo
AU - Kielbasa, Szymon M.
AU - Swertz, Morris A.
AU - Isaacs, Aaron
AU - Franke, Lude
N1 - Publisher Copyright:
Copyright © 2018 The Authors, some rights reserved.
PY - 2018/1
Y1 - 2018/1
N2 - Although it is assumed that epigenetic mechanisms, such as changes in DNA methylation (DNAm), underlie the relationship between adverse intrauterine conditions and adult metabolic health, evidence from human studies remains scarce. Therefore, we evaluated whether DNAm in whole blood mediated the association between prenatal famine exposure and metabolic health in 422 individuals exposed to famine in utero and 463 (sibling) controls. We implemented a two-step analysis, namely, a genome-wide exploration across 342, 596 cytosine-phosphate-guanine dinucleotides (CpGs) for potential mediators of the association between prenatal famine exposure and adult body mass index (BMI), serum triglycerides (TG), or glucose concentrations, which was followed by formalmediation analysis.DNAm mediated the association of prenatal famine exposure with adult BMI and TG but not with glucose. DNAm at PIM3 (cg09349128), a gene involved in energy metabolism, mediated 13.4% [95% confidence interval (CI), 5 to 28%] of the association between famine exposure and BMI. DNAm at six CpGs, including TXNIP (cg19693031), influencing b cell function, and ABCG1 (cg07397296), affecting lipid metabolism, together mediated 80% (95% CI, 38.5 to 100%) of the association between famine exposure and TG. Analyses restricted to those exposed to famine during early gestation identified additional CpGs mediating the relationship with TG near PFKFB3 (glycolysis) and METTL8 (adipogenesis). DNAm at the CpGs involved was associated with gene expression in an external data set and correlated with DNAm levels in fat depots in additional postmortem data. Our data are consistent with the hypothesis that epigenetic mechanisms mediate the influence of transient adverse environmental factors in early life on long-termmetabolic health. The specific mechanism awaits elucidation.
AB - Although it is assumed that epigenetic mechanisms, such as changes in DNA methylation (DNAm), underlie the relationship between adverse intrauterine conditions and adult metabolic health, evidence from human studies remains scarce. Therefore, we evaluated whether DNAm in whole blood mediated the association between prenatal famine exposure and metabolic health in 422 individuals exposed to famine in utero and 463 (sibling) controls. We implemented a two-step analysis, namely, a genome-wide exploration across 342, 596 cytosine-phosphate-guanine dinucleotides (CpGs) for potential mediators of the association between prenatal famine exposure and adult body mass index (BMI), serum triglycerides (TG), or glucose concentrations, which was followed by formalmediation analysis.DNAm mediated the association of prenatal famine exposure with adult BMI and TG but not with glucose. DNAm at PIM3 (cg09349128), a gene involved in energy metabolism, mediated 13.4% [95% confidence interval (CI), 5 to 28%] of the association between famine exposure and BMI. DNAm at six CpGs, including TXNIP (cg19693031), influencing b cell function, and ABCG1 (cg07397296), affecting lipid metabolism, together mediated 80% (95% CI, 38.5 to 100%) of the association between famine exposure and TG. Analyses restricted to those exposed to famine during early gestation identified additional CpGs mediating the relationship with TG near PFKFB3 (glycolysis) and METTL8 (adipogenesis). DNAm at the CpGs involved was associated with gene expression in an external data set and correlated with DNAm levels in fat depots in additional postmortem data. Our data are consistent with the hypothesis that epigenetic mechanisms mediate the influence of transient adverse environmental factors in early life on long-termmetabolic health. The specific mechanism awaits elucidation.
UR - http://www.scopus.com/inward/record.url?scp=85042148771&partnerID=8YFLogxK
U2 - 10.1126/sciadv.aao4364
DO - 10.1126/sciadv.aao4364
M3 - Article
C2 - 29399631
AN - SCOPUS:85042148771
SN - 2375-2548
VL - 4
JO - Science Advances
JF - Science Advances
IS - 1
M1 - eaao4364
ER -