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Parallel shift of DNA methylation and gene expression toward the mean in mouse spleen with aging
Age-associated DNA-methylation drift (AMD) manifests itself in two ways in mammals: global decrease (hypomethylation) and local increase of DNA methylation (hypermethylation). To comprehend the principle behind this bidirectional AMD, we studied methylation states of spatially clustered CpG dinucleo...
Autores principales: | , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Impact Journals
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10415566/ https://www.ncbi.nlm.nih.gov/pubmed/37494662 http://dx.doi.org/10.18632/aging.204903 |
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author | Jeong, Sangkyun Cho, Sunwha Yang, Seung Kyoung Oh, Soo A. Kang, Yong-Kook |
author_facet | Jeong, Sangkyun Cho, Sunwha Yang, Seung Kyoung Oh, Soo A. Kang, Yong-Kook |
author_sort | Jeong, Sangkyun |
collection | PubMed |
description | Age-associated DNA-methylation drift (AMD) manifests itself in two ways in mammals: global decrease (hypomethylation) and local increase of DNA methylation (hypermethylation). To comprehend the principle behind this bidirectional AMD, we studied methylation states of spatially clustered CpG dinucleotides in mouse splenic DNA using reduced-representation-bisulfite-sequencing (RRBS). The mean methylation levels of whole CpGs declined with age. Promoter-resident CpGs, generally weakly methylated (<5%) in young mice, became hypermethylated in old mice, whereas CpGs in gene-body and intergenic regions, initially moderately (~33%) and extensively (>80%) methylated, respectively, were hypomethylated in the old. Chromosome-wise analysis of methylation revealed that inter-individual heterogeneities increase with age. The density of nearby CpGs was used to classify individual CpGs, which found hypermethylation in CpG-rich regions and hypomethylation in CpG-poor regions. When genomic regions were grouped by methylation level, high-methylation regions tended to become hypomethylated whereas low-methylation regions tended to become hypermethylated, regardless of genomic structure/function. Data analysis revealed that while methylation level and CpG density were interdependent, methylation level was a better predictor of the AMD pattern representing a shift toward the mean. Further analysis of gene-expression data showed a decrease in the expression of highly-expressed genes and an increase in the expression of lowly-expressed genes with age. This shift towards the mean in gene-expression changes was correlated with that of methylation changes, indicating a potential link between the two age-associated changes. Our findings suggest that age-associated hyper- and hypomethylation events are stochastic and attributed to malfunctioning intrinsic mechanisms for methylation maintenance in low- and high-methylation regions, respectively. |
format | Online Article Text |
id | pubmed-10415566 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Impact Journals |
record_format | MEDLINE/PubMed |
spelling | pubmed-104155662023-08-12 Parallel shift of DNA methylation and gene expression toward the mean in mouse spleen with aging Jeong, Sangkyun Cho, Sunwha Yang, Seung Kyoung Oh, Soo A. Kang, Yong-Kook Aging (Albany NY) Research Paper Age-associated DNA-methylation drift (AMD) manifests itself in two ways in mammals: global decrease (hypomethylation) and local increase of DNA methylation (hypermethylation). To comprehend the principle behind this bidirectional AMD, we studied methylation states of spatially clustered CpG dinucleotides in mouse splenic DNA using reduced-representation-bisulfite-sequencing (RRBS). The mean methylation levels of whole CpGs declined with age. Promoter-resident CpGs, generally weakly methylated (<5%) in young mice, became hypermethylated in old mice, whereas CpGs in gene-body and intergenic regions, initially moderately (~33%) and extensively (>80%) methylated, respectively, were hypomethylated in the old. Chromosome-wise analysis of methylation revealed that inter-individual heterogeneities increase with age. The density of nearby CpGs was used to classify individual CpGs, which found hypermethylation in CpG-rich regions and hypomethylation in CpG-poor regions. When genomic regions were grouped by methylation level, high-methylation regions tended to become hypomethylated whereas low-methylation regions tended to become hypermethylated, regardless of genomic structure/function. Data analysis revealed that while methylation level and CpG density were interdependent, methylation level was a better predictor of the AMD pattern representing a shift toward the mean. Further analysis of gene-expression data showed a decrease in the expression of highly-expressed genes and an increase in the expression of lowly-expressed genes with age. This shift towards the mean in gene-expression changes was correlated with that of methylation changes, indicating a potential link between the two age-associated changes. Our findings suggest that age-associated hyper- and hypomethylation events are stochastic and attributed to malfunctioning intrinsic mechanisms for methylation maintenance in low- and high-methylation regions, respectively. Impact Journals 2023-07-25 /pmc/articles/PMC10415566/ /pubmed/37494662 http://dx.doi.org/10.18632/aging.204903 Text en Copyright: © 2023 Jeong et al. https://creativecommons.org/licenses/by/3.0/This is an open access article distributed under the terms of the Creative Commons Attribution License (https://creativecommons.org/licenses/by/3.0/) (CC BY 3.0), which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited. |
spellingShingle | Research Paper Jeong, Sangkyun Cho, Sunwha Yang, Seung Kyoung Oh, Soo A. Kang, Yong-Kook Parallel shift of DNA methylation and gene expression toward the mean in mouse spleen with aging |
title | Parallel shift of DNA methylation and gene expression toward the mean in mouse spleen with aging |
title_full | Parallel shift of DNA methylation and gene expression toward the mean in mouse spleen with aging |
title_fullStr | Parallel shift of DNA methylation and gene expression toward the mean in mouse spleen with aging |
title_full_unstemmed | Parallel shift of DNA methylation and gene expression toward the mean in mouse spleen with aging |
title_short | Parallel shift of DNA methylation and gene expression toward the mean in mouse spleen with aging |
title_sort | parallel shift of dna methylation and gene expression toward the mean in mouse spleen with aging |
topic | Research Paper |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10415566/ https://www.ncbi.nlm.nih.gov/pubmed/37494662 http://dx.doi.org/10.18632/aging.204903 |
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