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Epigenomic signature of major congenital heart defects in newborns with Down syndrome
BACKGROUND: Congenital heart defects (CHDs) affect approximately half of individuals with Down syndrome (DS), but the molecular reasons for incomplete penetrance are unknown. Previous studies have largely focused on identifying genetic risk factors associated with CHDs in individuals with DS, but co...
Autores principales: | , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
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BioMed Central
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10559462/ https://www.ncbi.nlm.nih.gov/pubmed/37803336 http://dx.doi.org/10.1186/s40246-023-00540-1 |
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author | Mouat, Julia S. Li, Shaobo Myint, Swe Swe Laufer, Benjamin I. Lupo, Philip J. Schraw, Jeremy M. Woodhouse, John P. de Smith, Adam J. LaSalle, Janine M. |
author_facet | Mouat, Julia S. Li, Shaobo Myint, Swe Swe Laufer, Benjamin I. Lupo, Philip J. Schraw, Jeremy M. Woodhouse, John P. de Smith, Adam J. LaSalle, Janine M. |
author_sort | Mouat, Julia S. |
collection | PubMed |
description | BACKGROUND: Congenital heart defects (CHDs) affect approximately half of individuals with Down syndrome (DS), but the molecular reasons for incomplete penetrance are unknown. Previous studies have largely focused on identifying genetic risk factors associated with CHDs in individuals with DS, but comprehensive studies of the contribution of epigenetic marks are lacking. We aimed to identify and characterize DNA methylation differences from newborn dried blood spots (NDBS) of DS individuals with major CHDs compared to DS individuals without CHDs. METHODS: We used the Illumina EPIC array and whole-genome bisulfite sequencing (WGBS) to quantitate DNA methylation for 86 NDBS samples from the California Biobank Program: (1) 45 DS-CHD (27 female, 18 male) and (2) 41 DS non-CHD (27 female, 14 male). We analyzed global CpG methylation and identified differentially methylated regions (DMRs) in DS-CHD versus DS non-CHD comparisons (both sex-combined and sex-stratified) corrected for sex, age of blood collection, and cell-type proportions. CHD DMRs were analyzed for enrichment in CpG and genic contexts, chromatin states, and histone modifications by genomic coordinates and for gene ontology enrichment by gene mapping. DMRs were also tested in a replication dataset and compared to methylation levels in DS versus typical development (TD) WGBS NDBS samples. RESULTS: We found global CpG hypomethylation in DS-CHD males compared to DS non-CHD males, which was attributable to elevated levels of nucleated red blood cells and not seen in females. At a regional level, we identified 58, 341, and 3938 CHD-associated DMRs in the Sex Combined, Females Only, and Males Only groups, respectively, and used machine learning algorithms to select 19 Males Only loci that could distinguish CHD from non-CHD. DMRs in all comparisons were enriched for gene exons, CpG islands, and bivalent chromatin and mapped to genes enriched for terms related to cardiac and immune functions. Lastly, a greater percentage of CHD-associated DMRs than background regions were differentially methylated in DS versus TD samples. CONCLUSIONS: A sex-specific signature of DNA methylation was detected in NDBS of DS-CHD compared to DS non-CHD individuals. This supports the hypothesis that epigenetics can reflect the variability of phenotypes in DS, particularly CHDs. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s40246-023-00540-1. |
format | Online Article Text |
id | pubmed-10559462 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-105594622023-10-08 Epigenomic signature of major congenital heart defects in newborns with Down syndrome Mouat, Julia S. Li, Shaobo Myint, Swe Swe Laufer, Benjamin I. Lupo, Philip J. Schraw, Jeremy M. Woodhouse, John P. de Smith, Adam J. LaSalle, Janine M. Hum Genomics Research BACKGROUND: Congenital heart defects (CHDs) affect approximately half of individuals with Down syndrome (DS), but the molecular reasons for incomplete penetrance are unknown. Previous studies have largely focused on identifying genetic risk factors associated with CHDs in individuals with DS, but comprehensive studies of the contribution of epigenetic marks are lacking. We aimed to identify and characterize DNA methylation differences from newborn dried blood spots (NDBS) of DS individuals with major CHDs compared to DS individuals without CHDs. METHODS: We used the Illumina EPIC array and whole-genome bisulfite sequencing (WGBS) to quantitate DNA methylation for 86 NDBS samples from the California Biobank Program: (1) 45 DS-CHD (27 female, 18 male) and (2) 41 DS non-CHD (27 female, 14 male). We analyzed global CpG methylation and identified differentially methylated regions (DMRs) in DS-CHD versus DS non-CHD comparisons (both sex-combined and sex-stratified) corrected for sex, age of blood collection, and cell-type proportions. CHD DMRs were analyzed for enrichment in CpG and genic contexts, chromatin states, and histone modifications by genomic coordinates and for gene ontology enrichment by gene mapping. DMRs were also tested in a replication dataset and compared to methylation levels in DS versus typical development (TD) WGBS NDBS samples. RESULTS: We found global CpG hypomethylation in DS-CHD males compared to DS non-CHD males, which was attributable to elevated levels of nucleated red blood cells and not seen in females. At a regional level, we identified 58, 341, and 3938 CHD-associated DMRs in the Sex Combined, Females Only, and Males Only groups, respectively, and used machine learning algorithms to select 19 Males Only loci that could distinguish CHD from non-CHD. DMRs in all comparisons were enriched for gene exons, CpG islands, and bivalent chromatin and mapped to genes enriched for terms related to cardiac and immune functions. Lastly, a greater percentage of CHD-associated DMRs than background regions were differentially methylated in DS versus TD samples. CONCLUSIONS: A sex-specific signature of DNA methylation was detected in NDBS of DS-CHD compared to DS non-CHD individuals. This supports the hypothesis that epigenetics can reflect the variability of phenotypes in DS, particularly CHDs. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s40246-023-00540-1. BioMed Central 2023-10-06 /pmc/articles/PMC10559462/ /pubmed/37803336 http://dx.doi.org/10.1186/s40246-023-00540-1 Text en © The Author(s) 2023 https://creativecommons.org/licenses/by/4.0/Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/ (https://creativecommons.org/publicdomain/zero/1.0/) ) applies to the data made available in this article, unless otherwise stated in a credit line to the data. |
spellingShingle | Research Mouat, Julia S. Li, Shaobo Myint, Swe Swe Laufer, Benjamin I. Lupo, Philip J. Schraw, Jeremy M. Woodhouse, John P. de Smith, Adam J. LaSalle, Janine M. Epigenomic signature of major congenital heart defects in newborns with Down syndrome |
title | Epigenomic signature of major congenital heart defects in newborns with Down syndrome |
title_full | Epigenomic signature of major congenital heart defects in newborns with Down syndrome |
title_fullStr | Epigenomic signature of major congenital heart defects in newborns with Down syndrome |
title_full_unstemmed | Epigenomic signature of major congenital heart defects in newborns with Down syndrome |
title_short | Epigenomic signature of major congenital heart defects in newborns with Down syndrome |
title_sort | epigenomic signature of major congenital heart defects in newborns with down syndrome |
topic | Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10559462/ https://www.ncbi.nlm.nih.gov/pubmed/37803336 http://dx.doi.org/10.1186/s40246-023-00540-1 |
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