Publication

Cadmium-Associated Differential Methylation throughout the Placental Genome: Epigenome-Wide Association Study of Two US Birth Cohorts

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Last modified
  • 05/15/2025
Type of Material
Authors
    Todd Everson, Emory UniversityTracy Punshon, Dartmouth CollegeBrian P. Jackson, Dartmouth CollegeKe Hao, Icahn School of MedicineLuca Lambertini, Icahn School of MedicineJia Chen, Icahn School of MedicineMargaret R. Karagas, Dartmouth CollegeCarmen Marsit, Emory University
Language
  • English
Date
  • 2018-01-01
Publisher
  • National Institute of Environmental Health Sciences (NIEHS)
Publication Version
Copyright Statement
  • EHP is an open-access journal published with support from the National Institute of Environmental Health Sciences, National Institutes of Health. All content is public domain unless otherwise noted.
Final Published Version (URL)
Title of Journal or Parent Work
ISSN
  • 0091-6765
Volume
  • 126
Issue
  • 1
Start Page
  • 017010
End Page
  • 017010
Grant/Funding Information
  • This work was supported by the National Institutes of Health (NIH-NIMH R01MH094609, NIH-NIEHS R01ES022223, NIH-NIGMS P20 GM104416, and NIH-NIEHS P01 ES022832) and by the U.S. Environmental Protection Agency (EPA) (U.S. EPA grant RD83544201).
Supplemental Material (URL)
Abstract
  • BACKGROUND: Cadmium (Cd) is a ubiquitous environmental toxicant that can accumulate in the placenta during pregnancy, where it may impair placental function and affect fetal development. OBJECTIVES: We aimed to investigate Cd-associated variations in placental DNA methylation (DNAM) and associations with gene expression; we also aimed to 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 epigenome-wide association study (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 size metrics. RESULTS: We identified 17 Cd-associated differentially methylated CpG sites with meta-analysis p-values <1 × 10−5, two of which were within a 5% false discovery rate (FDR). DNAM 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 were observed at loci 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 weight, suggesting a role for inflammatory processes in Cd-associated reproductive toxicity.
Author Notes
  • Address correspondence to C.J. Marsit, Rollins School of Public Health at Emory University, 1518 Clifton Road, Claudia Nance Rollins Room 2021, Atlanta, GA 30322 USA. Telephone: (404)-712-8912. Email: Carmen. J. Marsit@emory.edu
Keywords
Research Categories
  • Health Sciences, Public Health
  • Health Sciences, Epidemiology

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