Skip to main page content
U.S. flag

An official website of the United States government

Dot gov

The .gov means it’s official.
Federal government websites often end in .gov or .mil. Before sharing sensitive information, make sure you’re on a federal government site.

Https

The site is secure.
The https:// ensures that you are connecting to the official website and that any information you provide is encrypted and transmitted securely.

Access keys NCBI Homepage MyNCBI Homepage Main Content Main Navigation
Meta-Analysis
. 2024 Apr:186:108575.
doi: 10.1016/j.envint.2024.108575. Epub 2024 Mar 11.

Translational toxicoepigenetic Meta-Analyses identify homologous gene DNA methylation reprogramming following developmental phthalate and lead exposure in mouse and human offspring

Affiliations
Meta-Analysis

Translational toxicoepigenetic Meta-Analyses identify homologous gene DNA methylation reprogramming following developmental phthalate and lead exposure in mouse and human offspring

Rebekah L Petroff et al. Environ Int. 2024 Apr.

Abstract

Although toxicology uses animal models to represent real-world human health scenarios, a critical translational gap between laboratory-based studies and epidemiology remains. In this study, we aimed to understand the toxicoepigenetic effects on DNA methylation after developmental exposure to two common toxicants, the phthalate di(2-ethylhexyl) phthalate (DEHP) and the metal lead (Pb), using a translational paradigm that selected candidate genes from a mouse study and assessed them in four human birth cohorts. Data from mouse offspring developmentally exposed to DEHP, Pb, or control were used to identify genes with sex-specific sites with differential DNA methylation at postnatal day 21. Associations of human infant DNA methylation in homologous mouse genes with prenatal DEHP or Pb were examined with a meta-analysis. Differential methylation was observed on 6 cytosines (adjusted-p < 0.05) and 90 regions (adjusted-p < 0.001). This translational approach offers a unique method that can detect conserved epigenetic differences that are developmentally susceptible to environmental toxicants.

Keywords: DEHP; DNA methylation; Developmental exposures; Epigenetics; Lead (Pb); Translational toxicology.

PubMed Disclaimer

Conflict of interest statement

Declaration of competing interest The authors declare that they have no known competing financial interests or personal relationships that could have appeared to influence the work reported in this paper.

Figures

Fig. 1.
Fig. 1.
DNA Methylation Reprogramming after Prenatal DEHP Exposure in Three Human Cohorts. A) Proportions of CpG sites from the EPIC array and included in the meta-analyses for females (lighter color) and males (darker color) in various genes annotations (31,471 and 37,302 total sites included in the female and male analyses, respectively). B) Proportions of CpG sites from the EPIC array and included in the meta-analyses for females (lighter color) and males (darker color) in relation to CpG islands. C) coMET plot (Martin et al., 2015) of the ZYMND8 DMR from female meta-analysis. Each CpG in the DMR is shown by p-value and genomic location. Gene region details are displayed below the plot. A methylation correlation matrix of raw CpG data is shown at the bottom of the panel. D) coMET plot of the SLC12A7 DMR from male meta-analysis, presented as described for panel C. Abbreviations: DMCs – differentially methylated cytosine; DMR – differentially methylated region; TSS200 – within 200 bp of the transcriptional start site; TSS1500 within 1500 bp of the transcriptional start site; UTR – untranslated region.
Fig. 2.
Fig. 2.
DNA Methylation Reprogramming after Prenatal Lead (Pb) Exposure in Two Human Cohorts. A) Proportions of CpG sites from the EPIC array and included in the meta-analyses for females (lighter color) and males (darker color) in various gene annotations (35,928 and 39,390 CpG sites included in the female and male analyses, respectively). B) Proportions of CpG sites from the EPIC array and included in the meta-analyses for females (lighter color) and males (darker color) in relation to CpG islands. C) Differentially methylated cytosines (DMCs) from female meta-analysis. All CpGs that had a padj < 0.05 are shown in colored triangles. Labeled triangles denote mapped to CpGs with a padj < 0.05 and with an I2 < 50 %. Open circles denote CpGs with a padj > 0.05. D) coMET plot of the RGMA DMR from female meta-analysis. Each CpG in the DMR is shown by p-value and genomic location. Gene region details are displayed below the plot. A methylation correlation matrix of raw CpG data is shown at the bottom of the panel. E) DMCs from male meta-analysis, presented as described for panel C. F) coMET plot of the TNXB DMR from male meta-analysis, presented as described for panel D. Abbreviations: DMCs – differentially methylated cytosine; DMR – differentially methylated region; TSS200 – within 200 bp of the transcriptional start site; TSS1500 within 1500 bp of the transcriptional start site; UTR – untranslated region.

Similar articles

Cited by

References

    1. Aryee MJ, Jaffe AE, Corrada-Bravo H, Ladd-Acosta C, Feinberg AP, Hansen KD, Irizarry RA, 2014. Minfi: a flexible and comprehensive bioconductor package for the analysis of infinium DNA methylation microarrays. Bioinformatics 30, 1363–1369. - PMC - PubMed
    1. Austin CP, 2021. Opportunities and challenges in translational science. Clin. Transl. Sci 14, 1629–1647. - PMC - PubMed
    1. Bakulski KM, Feinberg JI, Andrews SV, Yang J, Brown S, McKenney S L, Witter F, Walston J, Feinberg AP, and Fallin MD. 2016. ‘DNA methylation of cord blood cell types: Applications for mixed cell birth studies’, Epigenetics, 11, 354–362. - PMC - PubMed
    1. Bakulski KM, Halladay A, Hu VW, Mill J, Fallin MD, 2016b. Epigenetic research in neuropsychiatric disorders: the “tissue issue”. Curr. Behav. Neurosci. Rep 3, 264–274. - PMC - PubMed
    1. Barker DJ, 2007. The origins of the developmental origins theory. J. Intern. Med 261, 412–417. - PubMed

Further reading

    1. Rygiel CA, Dolinoy DC, Perng W, Jones TR, Solano M, Hu H, Tellez-Rojo MM, Peterson KE, and Goodrich JM. 2020. ‘Trimester-Specific Associations of Prenatal Lead (Pb) Exposure with Infant Cord Blood DNA Methylation at Birth’, Epigenetics insights. - PMC - PubMed
    1. Xu Z, Xie C, Taylor JA, Niu L, 2021b. ipDMR: identification of differentially methylated regions with interval P-values. Bioinformatics 37, 711–773. - PMC - PubMed

Publication types