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Epigenetic-aging-signature to determine age in different tissues

All tissues of the organism are affected by aging. This process is associated with epigenetic modifications such as methylation changes at specific cytosine residues in the DNA (CpG sites). Here, we have identified an Epigenetic-Aging-Signature which is applicable for many tissues to predict donor a...

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Autores principales: Koch, Carmen M., Wagner, Wolfgang
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Impact Journals LLC 2011
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3229965/
https://www.ncbi.nlm.nih.gov/pubmed/22067257
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author Koch, Carmen M.
Wagner, Wolfgang
author_facet Koch, Carmen M.
Wagner, Wolfgang
author_sort Koch, Carmen M.
collection PubMed
description All tissues of the organism are affected by aging. This process is associated with epigenetic modifications such as methylation changes at specific cytosine residues in the DNA (CpG sites). Here, we have identified an Epigenetic-Aging-Signature which is applicable for many tissues to predict donor age. DNA-methylation profiles of various cell types were retrieved from public data depositories - all using the HumanMethylation27 BeadChip platform which represents 27,578 CpG sites. Five datasets from dermis, epidermis, cervical smear, T-cells and monocytes were used for Pavlidis Template Matching to identify 19 CpG sites that are continuously hypermethylated upon aging (R > 0.6; p-value <10(−13)). Four of these CpG sites (associated with the genes NPTX2, TRIM58, GRIA2 and KCNQ1DN) and an additional hypomethylated CpG site (BIRC4BP) were implemented in a model to predict donor age. This Epigenetic-Aging-Signature was tested on a validation group of eight independent datasets corresponding to several cell types from different tissues. Overall, the five CpG sites revealed age-associated DNA-methylation changes in all tissues. The average absolute difference between predicted and real chronological age was about 11 years. This method can be used to predict donor age in various cell preparations - for example in forensic analysis.
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spelling pubmed-32299652011-12-05 Epigenetic-aging-signature to determine age in different tissues Koch, Carmen M. Wagner, Wolfgang Aging (Albany NY) Research Paper All tissues of the organism are affected by aging. This process is associated with epigenetic modifications such as methylation changes at specific cytosine residues in the DNA (CpG sites). Here, we have identified an Epigenetic-Aging-Signature which is applicable for many tissues to predict donor age. DNA-methylation profiles of various cell types were retrieved from public data depositories - all using the HumanMethylation27 BeadChip platform which represents 27,578 CpG sites. Five datasets from dermis, epidermis, cervical smear, T-cells and monocytes were used for Pavlidis Template Matching to identify 19 CpG sites that are continuously hypermethylated upon aging (R > 0.6; p-value <10(−13)). Four of these CpG sites (associated with the genes NPTX2, TRIM58, GRIA2 and KCNQ1DN) and an additional hypomethylated CpG site (BIRC4BP) were implemented in a model to predict donor age. This Epigenetic-Aging-Signature was tested on a validation group of eight independent datasets corresponding to several cell types from different tissues. Overall, the five CpG sites revealed age-associated DNA-methylation changes in all tissues. The average absolute difference between predicted and real chronological age was about 11 years. This method can be used to predict donor age in various cell preparations - for example in forensic analysis. Impact Journals LLC 2011-10-26 /pmc/articles/PMC3229965/ /pubmed/22067257 Text en Copyright: © 2011 Koch and Wagner http://creativecommons.org/licenses/by/2.5/ This is an open-access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited
spellingShingle Research Paper
Koch, Carmen M.
Wagner, Wolfgang
Epigenetic-aging-signature to determine age in different tissues
title Epigenetic-aging-signature to determine age in different tissues
title_full Epigenetic-aging-signature to determine age in different tissues
title_fullStr Epigenetic-aging-signature to determine age in different tissues
title_full_unstemmed Epigenetic-aging-signature to determine age in different tissues
title_short Epigenetic-aging-signature to determine age in different tissues
title_sort epigenetic-aging-signature to determine age in different tissues
topic Research Paper
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3229965/
https://www.ncbi.nlm.nih.gov/pubmed/22067257
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