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Genome-wide DNA methylation at birth in relation to in utero arsenic exposure and the associated health in later life

BACKGROUND: In utero arsenic exposure may alter fetal developmental programming by altering DNA methylation, which may result in a higher risk of disease in later life. We evaluated the association between in utero arsenic exposure and DNA methylation (DNAm) in cord blood and its influence in later...

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Autores principales: Kaushal, Akhilesh, Zhang, Hongmei, Karmaus, Wilfried J. J., Everson, Todd M., Marsit, Carmen J., Karagas, Margaret R., Tsai, Shih-Fen, Wen, Hui-Ju, Wang, Shu-Li
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2017
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5450181/
https://www.ncbi.nlm.nih.gov/pubmed/28558807
http://dx.doi.org/10.1186/s12940-017-0262-0
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author Kaushal, Akhilesh
Zhang, Hongmei
Karmaus, Wilfried J. J.
Everson, Todd M.
Marsit, Carmen J.
Karagas, Margaret R.
Tsai, Shih-Fen
Wen, Hui-Ju
Wang, Shu-Li
author_facet Kaushal, Akhilesh
Zhang, Hongmei
Karmaus, Wilfried J. J.
Everson, Todd M.
Marsit, Carmen J.
Karagas, Margaret R.
Tsai, Shih-Fen
Wen, Hui-Ju
Wang, Shu-Li
author_sort Kaushal, Akhilesh
collection PubMed
description BACKGROUND: In utero arsenic exposure may alter fetal developmental programming by altering DNA methylation, which may result in a higher risk of disease in later life. We evaluated the association between in utero arsenic exposure and DNA methylation (DNAm) in cord blood and its influence in later life. METHODS: Genome-wide DNA methylation in cord blood from 64 subjects in the Taiwanese maternal infant and birth cohort was analyzed. Robust regressions were applied to assess the association of DNA methylation with in utero arsenic exposure. Multiple testing was adjusted by controlling false discovery rate (FDR) of 0.05. The DAVID bioinformatics tool was implemented for functional annotation analyses on the detected CpGs. The identified CpGs were further tested in an independent cohort. For the CpGs replicated in the independent cohort, linear mixed models were applied to assess the association of DNA methylation with low-density lipoprotein (LDL) at different ages (2, 5, 8, 11 and 14 years). RESULTS: In total, 579 out of 385,183 CpGs were identified after adjusting for multiple testing (FDR = 0.05), of which ~60% were positively associated with arsenic exposure. Functional annotation analysis on these CpGs detected 17 KEGG pathways (FDR = 0.05) including pathways for cardiovascular diseases (CVD) and diabetes mellitus. In the independent cohort, about 46% (252 out of 553 CpGs) of the identified CpGs showed associations consistent with those in the study cohort. In total, 11 CpGs replicated in the independent cohort were in the pathways related to CVD and diabetes mellitus. Via longitudinal analyses, we found at 5 out of the 11 CpGs methylation was associated with LDL over time and interactions between DNA methylation and time were observed at 4 of the 5 CpGs, cg25189764 (coeff = 0.157, p-value = 0.047), cg04986899 (coeff. For interaction [coeff.int] = 0.030, p-value = 0.024), cg04903360 (coeff.int = 0.026, p-value = 0.032), cg08198265 (coeff.int = −0.063, p-value = 0.0021), cg10473311 (coeff.int = −0.021, p-value = 0.027). CONCLUSION: In utero arsenic exposure was associated with cord blood DNA methylation at various CpGs. The identified CpGs may help determine pathological epigenetic mechanisms linked to in utero arsenic exposure. Five CpGs (cg25189764, cg04986899, cg04903360, cg08198265 and cg10473311) may serve as epigenetic markers for changes in LDL later in life. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (doi:10.1186/s12940-017-0262-0) contains supplementary material, which is available to authorized users.
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spelling pubmed-54501812017-06-01 Genome-wide DNA methylation at birth in relation to in utero arsenic exposure and the associated health in later life Kaushal, Akhilesh Zhang, Hongmei Karmaus, Wilfried J. J. Everson, Todd M. Marsit, Carmen J. Karagas, Margaret R. Tsai, Shih-Fen Wen, Hui-Ju Wang, Shu-Li Environ Health Research BACKGROUND: In utero arsenic exposure may alter fetal developmental programming by altering DNA methylation, which may result in a higher risk of disease in later life. We evaluated the association between in utero arsenic exposure and DNA methylation (DNAm) in cord blood and its influence in later life. METHODS: Genome-wide DNA methylation in cord blood from 64 subjects in the Taiwanese maternal infant and birth cohort was analyzed. Robust regressions were applied to assess the association of DNA methylation with in utero arsenic exposure. Multiple testing was adjusted by controlling false discovery rate (FDR) of 0.05. The DAVID bioinformatics tool was implemented for functional annotation analyses on the detected CpGs. The identified CpGs were further tested in an independent cohort. For the CpGs replicated in the independent cohort, linear mixed models were applied to assess the association of DNA methylation with low-density lipoprotein (LDL) at different ages (2, 5, 8, 11 and 14 years). RESULTS: In total, 579 out of 385,183 CpGs were identified after adjusting for multiple testing (FDR = 0.05), of which ~60% were positively associated with arsenic exposure. Functional annotation analysis on these CpGs detected 17 KEGG pathways (FDR = 0.05) including pathways for cardiovascular diseases (CVD) and diabetes mellitus. In the independent cohort, about 46% (252 out of 553 CpGs) of the identified CpGs showed associations consistent with those in the study cohort. In total, 11 CpGs replicated in the independent cohort were in the pathways related to CVD and diabetes mellitus. Via longitudinal analyses, we found at 5 out of the 11 CpGs methylation was associated with LDL over time and interactions between DNA methylation and time were observed at 4 of the 5 CpGs, cg25189764 (coeff = 0.157, p-value = 0.047), cg04986899 (coeff. For interaction [coeff.int] = 0.030, p-value = 0.024), cg04903360 (coeff.int = 0.026, p-value = 0.032), cg08198265 (coeff.int = −0.063, p-value = 0.0021), cg10473311 (coeff.int = −0.021, p-value = 0.027). CONCLUSION: In utero arsenic exposure was associated with cord blood DNA methylation at various CpGs. The identified CpGs may help determine pathological epigenetic mechanisms linked to in utero arsenic exposure. Five CpGs (cg25189764, cg04986899, cg04903360, cg08198265 and cg10473311) may serve as epigenetic markers for changes in LDL later in life. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (doi:10.1186/s12940-017-0262-0) contains supplementary material, which is available to authorized users. BioMed Central 2017-05-30 /pmc/articles/PMC5450181/ /pubmed/28558807 http://dx.doi.org/10.1186/s12940-017-0262-0 Text en © The Author(s). 2017 Open AccessThis article is distributed under the terms of the Creative Commons Attribution 4.0 International License (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/) applies to the data made available in this article, unless otherwise stated.
spellingShingle Research
Kaushal, Akhilesh
Zhang, Hongmei
Karmaus, Wilfried J. J.
Everson, Todd M.
Marsit, Carmen J.
Karagas, Margaret R.
Tsai, Shih-Fen
Wen, Hui-Ju
Wang, Shu-Li
Genome-wide DNA methylation at birth in relation to in utero arsenic exposure and the associated health in later life
title Genome-wide DNA methylation at birth in relation to in utero arsenic exposure and the associated health in later life
title_full Genome-wide DNA methylation at birth in relation to in utero arsenic exposure and the associated health in later life
title_fullStr Genome-wide DNA methylation at birth in relation to in utero arsenic exposure and the associated health in later life
title_full_unstemmed Genome-wide DNA methylation at birth in relation to in utero arsenic exposure and the associated health in later life
title_short Genome-wide DNA methylation at birth in relation to in utero arsenic exposure and the associated health in later life
title_sort genome-wide dna methylation at birth in relation to in utero arsenic exposure and the associated health in later life
topic Research
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5450181/
https://www.ncbi.nlm.nih.gov/pubmed/28558807
http://dx.doi.org/10.1186/s12940-017-0262-0
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