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Methylome-wide association study of whole blood DNA in the Norfolk Island isolate identifies robust loci associated with age
Epigenetic regulation of various genomic functions, including gene expression, provide mechanisms whereby an organism can dynamically respond to changes in its environment and modify gene expression accordingly. One epigenetic mechanism implicated in human aging and age-related disorders is DNA meth...
Autores principales: | , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Impact Journals LLC
2017
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5391229/ https://www.ncbi.nlm.nih.gov/pubmed/28255110 http://dx.doi.org/10.18632/aging.101187 |
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author | Benton, Miles C. Sutherland, Heidi G. Macartney-Coxson, Donia Haupt, Larisa M. Lea, Rodney A. Griffiths, Lyn R. |
author_facet | Benton, Miles C. Sutherland, Heidi G. Macartney-Coxson, Donia Haupt, Larisa M. Lea, Rodney A. Griffiths, Lyn R. |
author_sort | Benton, Miles C. |
collection | PubMed |
description | Epigenetic regulation of various genomic functions, including gene expression, provide mechanisms whereby an organism can dynamically respond to changes in its environment and modify gene expression accordingly. One epigenetic mechanism implicated in human aging and age-related disorders is DNA methylation. Isolated populations such as Norfolk Island (NI) should be advantageous for the identification of epigenetic factors related to aging due to reduced genetic and environmental variation. Here we conducted a methylome-wide association study of age using whole blood DNA in 24 healthy female individuals from the NI genetic isolate (aged 24-47 years). We analysed 450K methylation array data using a machine learning approach (GLMnet) to identify age-associated CpGs. We identified 497 CpG sites, mapping to 422 genes, associated with age, with 11 sites previously associated with age. The strongest associations identified were for a single CpG site in MYOF and an extended region within the promoter of DDO. These hits were validated in curated public data from 2316 blood samples (MARMAL-AID). This study is the first to report robust age associations for MYOF and DDO, both of which have plausible functional roles in aging. This study also illustrates the value of genetic isolates to reveal new associations with epigenome-level data. |
format | Online Article Text |
id | pubmed-5391229 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2017 |
publisher | Impact Journals LLC |
record_format | MEDLINE/PubMed |
spelling | pubmed-53912292017-04-20 Methylome-wide association study of whole blood DNA in the Norfolk Island isolate identifies robust loci associated with age Benton, Miles C. Sutherland, Heidi G. Macartney-Coxson, Donia Haupt, Larisa M. Lea, Rodney A. Griffiths, Lyn R. Aging (Albany NY) Research Paper Epigenetic regulation of various genomic functions, including gene expression, provide mechanisms whereby an organism can dynamically respond to changes in its environment and modify gene expression accordingly. One epigenetic mechanism implicated in human aging and age-related disorders is DNA methylation. Isolated populations such as Norfolk Island (NI) should be advantageous for the identification of epigenetic factors related to aging due to reduced genetic and environmental variation. Here we conducted a methylome-wide association study of age using whole blood DNA in 24 healthy female individuals from the NI genetic isolate (aged 24-47 years). We analysed 450K methylation array data using a machine learning approach (GLMnet) to identify age-associated CpGs. We identified 497 CpG sites, mapping to 422 genes, associated with age, with 11 sites previously associated with age. The strongest associations identified were for a single CpG site in MYOF and an extended region within the promoter of DDO. These hits were validated in curated public data from 2316 blood samples (MARMAL-AID). This study is the first to report robust age associations for MYOF and DDO, both of which have plausible functional roles in aging. This study also illustrates the value of genetic isolates to reveal new associations with epigenome-level data. Impact Journals LLC 2017-02-28 /pmc/articles/PMC5391229/ /pubmed/28255110 http://dx.doi.org/10.18632/aging.101187 Text en Copyright: © 2017 Benton et al. http://creativecommons.org/licenses/by/3.0/ This article is distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/3.0/) (CC-BY), which permits unrestricted use and redistribution provided that the original author and source are credited. |
spellingShingle | Research Paper Benton, Miles C. Sutherland, Heidi G. Macartney-Coxson, Donia Haupt, Larisa M. Lea, Rodney A. Griffiths, Lyn R. Methylome-wide association study of whole blood DNA in the Norfolk Island isolate identifies robust loci associated with age |
title | Methylome-wide association study of whole blood DNA in the Norfolk Island isolate identifies robust loci associated with age |
title_full | Methylome-wide association study of whole blood DNA in the Norfolk Island isolate identifies robust loci associated with age |
title_fullStr | Methylome-wide association study of whole blood DNA in the Norfolk Island isolate identifies robust loci associated with age |
title_full_unstemmed | Methylome-wide association study of whole blood DNA in the Norfolk Island isolate identifies robust loci associated with age |
title_short | Methylome-wide association study of whole blood DNA in the Norfolk Island isolate identifies robust loci associated with age |
title_sort | methylome-wide association study of whole blood dna in the norfolk island isolate identifies robust loci associated with age |
topic | Research Paper |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5391229/ https://www.ncbi.nlm.nih.gov/pubmed/28255110 http://dx.doi.org/10.18632/aging.101187 |
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