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Cadmium-associated differential methylation throughout the placental genome: epigenome-wide association study of two US birth cohorts

View ORCID ProfileTodd M. Everson, Tracy Punshon, Brian P. Jackson, Ke Hao, Luca Lambertini, Jia Chen, Margaret R. Karagas, Carmen J. Marsit
doi: https://doi.org/10.1101/130286
Todd M. Everson
aDepartment of Environmental Health, Rollins School of Public Health, Emory University, Atlanta, GA, USA
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  • ORCID record for Todd M. Everson
Tracy Punshon
bDepartment of Biological Sciences, Dartmouth College, Hanover, NH, USA
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Brian P. Jackson
cDepartment of Earth Sciences, Dartmouth College, Hanover, NH, USA
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Ke Hao
dDepartment of Genome Sciences, Icahn School of Medicine at Mount Sinai, New York, NY, USA
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Luca Lambertini
eDepartment of Environmental Medicine and Public Health, Icahn School of Medicine at Mount Sinai, New York, NY USA
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Jia Chen
eDepartment of Environmental Medicine and Public Health, Icahn School of Medicine at Mount Sinai, New York, NY USA
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Margaret R. Karagas
fDepartment of Epidemiology, Geisel School of Medicine, Dartmouth College, Lebanon, NH, USA
gChildren’s Environmental Health and Disease Prevention Research Center at Dartmouth Geisel School of Medicine, Lebanon, NH, 03756 USA
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Carmen J. Marsit
aDepartment of Environmental Health, Rollins School of Public Health, Emory University, Atlanta, GA, USA
gChildren’s Environmental Health and Disease Prevention Research Center at Dartmouth Geisel School of Medicine, Lebanon, NH, 03756 USA
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Abstract

Background Cadmium (Cd) is a ubiquitous toxicant that during pregnancy can impair fetal development. Cd sequesters in the placenta where it can impair placental function, impacting fetal development. We aimed to investigate Cd-associated variations in placental DNA methylation (DNAM), associations with gene expression, and identify novel pathways involved in Cd-associated reproductive toxicity.

Methods Using placental DNAM and Cd concentrations in the New Hampshire Birth Cohort Study (NHBCS, n=343) and the Rhode Island Child Health Study (RICHS, n=141), we performed an EWAS between Cd and DNAM, adjusting for tissue heterogeneity using a reference-free method. Cohort-specific results were aggregated via inverse variance weighted fixed effects meta-analysis, and variably methylated CpGs were associated with gene expression. We then performed functional enrichment analysis and tests for associations between gene expression and birth metrics.

Results We identified 17 Cd-associated differentially methylated CpG sites with meta-analysis p-values < 1e-05, two of which were within a 5% false discovery rate (FDR). Methylation levels at 9 of the 17 loci were associated with increased expression of 6 genes (5% FDR): TNFAIP2, EXOC3L4, GAS7, SREBF1, ACOT7, and RORA. Higher placental expression of TNFAIP2 and ACOT7, and lower expression of RORA, were associated with lower birth weight z-scores (p-values < 0.05).

Conclusion Cd associated differential DNAM and corresponding DNAM-expression associations at these loci are involved in inflammatory signaling and cell growth. The expression levels of genes involved in inflammatory signaling (TNFAIP2, ACOT7, and RORA), were also associated with birth metrics, suggesting a role for inflammatory processes in Cd-associated reproductive toxicity.

Significance Cadmium is a toxic environmental pollutant that can impair fetal development. The mechanisms underlying this toxicity are unclear, though disrupted placental functions could play an important role. In this study we examined associations between cadmium concentrations and DNA methylation throughout the placental genome, across two US birth cohorts. We observed cadmium-associated differential methylation, and corresponding methylation-expression associations at genes involved in cellular growth processes and/or immune and inflammatory signaling. This study provides supporting evidence that disrupted placental epigenetic regulation of cellular growth and immune/inflammatory signaling could play a role in cadmium associated reproductive toxicity in human pregnancies.

Footnotes

  • Competing Financial Interests: The authors have no competing financial interests to declare.

Copyright 
The copyright holder for this preprint is the author/funder, who has granted bioRxiv a license to display the preprint in perpetuity. All rights reserved. No reuse allowed without permission.
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Posted April 27, 2017.
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Cadmium-associated differential methylation throughout the placental genome: epigenome-wide association study of two US birth cohorts
Todd M. Everson, Tracy Punshon, Brian P. Jackson, Ke Hao, Luca Lambertini, Jia Chen, Margaret R. Karagas, Carmen J. Marsit
bioRxiv 130286; doi: https://doi.org/10.1101/130286
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Cadmium-associated differential methylation throughout the placental genome: epigenome-wide association study of two US birth cohorts
Todd M. Everson, Tracy Punshon, Brian P. Jackson, Ke Hao, Luca Lambertini, Jia Chen, Margaret R. Karagas, Carmen J. Marsit
bioRxiv 130286; doi: https://doi.org/10.1101/130286

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