Unknown,Transcriptomics,Genomics,Proteomics

Dataset Information

RNA-seq from primary skin fibroblasts, derived of matched pairs of middle and late donor age

ABSTRACT: Aging signatures developed from a longitudinal study design are dominated by reduced transcription of genes involved in protein synthesis Aging is a multifactorial process where the impact of singular components still remains unclear. Furthermore, previous studies were focused on measuring specific traits such as DNA -methylation and used categorical group-wise designs, unable to capture intra-individual signature changes. Here we have developed a new method for a longitudinal, age-related analysis combining the merits of a pair-wise design with the statistical power of gene set enrichment analysis. We present an integrated analysis, including transcriptional changes and genome-wide epigenetic changes in DNA- methylation, H3K4- and H3K27- histone methylation in promoter regions. We tested our method on a rare collection of paired skin fibroblast samples from male middle age to old age transitions and obtained functional, age-related clusters. By using a set of only ten individuals, we could demonstrate a high overlap of functional terms to previously established tissue-independent age signatures including extracellular matrix, apoptosis and oxidative stress. Importantly, we identify protein translation-related processes as the main cluster of age-driven, specific down regulation. Evaluation of transcriptional changes in matched sample pairs of primary skin fibroblasts from middle and old age.

ORGANISM(S): Homo sapiens

SUBMITTER: Marc Jung

PROVIDER: E-GEOD-51518 | biostudies-arrayexpress |

REPOSITORIES: biostudies-arrayexpress

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Publications

Longitudinal epigenetic and gene expression profiles analyzed by three-component analysis reveal down-regulation of genes involved in protein translation in human aging.

Jung Marc M Jin Seung-Gi SG Zhang Xiaoying X Xiong Wenying W Gogoshin Grigoriy G Rodin Andrei S AS Pfeifer Gerd P GP

Nucleic acids research 20150514 15

Data on biological mechanisms of aging are mostly obtained from cross-sectional study designs. An inherent disadvantage of this design is that inter-individual differences can mask small but biologically significant age-dependent changes. A serially sampled design (same individual at different time points) would overcome this problem but is often limited by the relatively small numbers of available paired samples and the statistics being used. To overcome these limitations, we have developed a n ...[more]

PMID: 25977295

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Project description:Background: Age-related physiological, biochemical and functional changes in mammalian skeletal muscle have been shown to begin at the mid-point of the lifespan. However, the underlying changes in DNA methylation that occur during this turning point of the muscle aging process have not been clarified. To explore age-related genomic methylation changes in skeletal muscle, we employed young (0.5 years old) and middle-aged (7 years old) pigs as models to survey genome-wide DNA methylation in the longissimus dorsi muscle using a methylated DNA immunoprecipitation sequencing approach. Results: We observed a tendency toward a global loss of DNA methylation in the gene-body region of the skeletal muscle of the middle-aged pigs compared with the young group. We determined the genome-wide gene expression pattern in the longissimus dorsi muscle using microarray analysis and performed a correlation analysis using DMR (differentially methylated region)-mRNA pairs, and we found a significant negative correlation between the changes in methylation levels within gene bodies and gene expression. Furthermore, we identified numerous genes that show age-related methylation changes that are potentially involved in the aging process. The methylation status of these genes was confirmed using bisulfite sequencing PCR. The genes that exhibited a hypomethylated gene body in middle-aged pigs were over-represented in various proteolysis and protein catabolic processes, suggesting an important role for these genes in age-related muscle atrophy. In addition, genes associated with tumorigenesis exhibited aged-related differences in methylation and expression levels, suggesting an increased risk of disease associated with increased age. Conclusions: This study provides a comprehensive analysis of genome-wide DNA methylation patterns in aging pig skeletal muscle. Our findings will serve as a valuable resource in aging studies, promoting the pig as a model organism for human aging research and accelerating the development of comparative animal models in aging research. We collected the longissimus dorsi muscles tissue from Jinhua pigs which aged 0.5 year and seven years and study the genome-wide DNA methylation difference between the two age periods.

Project description:Background Age-related physiological, biochemical and functional changes in mammalian skeletal muscle have been shown to begin at the mid-point of the lifespan. However, the underlying changes in DNA methylation that occur during this turning point of the muscle aging process have not been clarified. To explore age-related genomic methylation changes in skeletal muscle, we employed young (0.5 years old) and middle-aged (7 years old) pigs as models to survey genome-wide DNA methylation in the longissimus dorsi muscle using a methylated DNA immunoprecipitation sequencing approach. Results We observed a tendency toward a global loss of DNA methylation in the gene-body region of the skeletal muscle of the middle-aged pigs compared with the young group. We determined the genome-wide gene expression pattern in the longissimus dorsi muscle using microarray analysis and performed a correlation analysis using DMR (differentially methylated region)-mRNA pairs, and we found a significant negative correlation between the changes in methylation levels within gene bodies and gene expression. Furthermore, we identified numerous genes that show age-related methylation changes that are potentially involved in the aging process. The methylation status of these genes was confirmed using bisulfite sequencing PCR. The genes that exhibited a hypomethylated gene body in middle-aged pigs were over-represented in various proteolysis and protein catabolic processes, suggesting an important role for these genes in age-related muscle atrophy. In addition, genes associated with tumorigenesis exhibited aged-related differences in methylation and expression levels, suggesting an increased risk of disease associated with increased age. Conclusions This study provides a comprehensive analysis of genome-wide DNA methylation patterns in aging pig skeletal muscle. Our findings will serve as a valuable resource in aging studies, promoting the pig as a model organism for human aging research and accelerating the development of comparative animal models in aging research.

Project description:Age-related methylation changes have been identified in various tissues and organisms, yet the underlying DNA methylation alterations in muscle aging process have not been clearly clarified. Whilst, many studies revealed that the structural and functional changes in skeletal muscle during aging process started from the mid-point of lifespan. In this study, we used pigs aged 0.5 year and 7 years, representing young and middle-aged periods. Using methylated DNA immunoprecipitation sequencing, we performed comprehensive genome-wide DNA methylation profiling for longissimus dorsi muscle in young and middle-aged pigs. We found more genes showed differently methylated in genebody. In details, 185 human ortholog genes contained DMRs that located in the promoter region, while 657 genes and 1063 genes with DMRs in gene body showed hypermethylation and hypomethylation in MA pigs, respectively. From the gene enrichment analysis, genebody hypermethylated genes showed significant enrichment for several molecular functions such as M-bM-^@M-^XGTPase regulator activityM-bM-^@M-^Y, M-bM-^@M-^XATP bindingM-bM-^@M-^Y and M-bM-^@M-^Xprotein kinase activityM-bM-^@M-^Y. Notably, genebody hypomethylated genes showed significant enrichment for various proteolysis and protein catabolic process. However, genes with DMR in their promoter region were not significantly enriched in any biology process. Proteolysis-associated genes, such as FOXO3 and FGFR1, showed different genebody methylation and mRNA expression level in two age groups, which may contribute to muscle atrophy during aging. Especially, other tumorigenesis-associated genes including GPI and GRB2, exhibited increasing mRNA level in middle-aged pigs, suggesting the possible higher risk of having cancer in human middle-aged period. Our results will serve as a valuable resource in aging studies, promote pig as a model organism for human aging research and accelerate the considerable development of comparative animal models in aging research. We collected the longissimus dorsi muscles tissue from Jinhua pigs which aged 0.5 year and seven years and study the genome-wide DNA methylation difference and the genome-wide gene expression profile between the two age periods. This submission represents transcriptome component of study.

Dataset Information

RNA-seq from primary skin fibroblasts, derived of matched pairs of middle and late donor age

Publications

Longitudinal epigenetic and gene expression profiles analyzed by three-component analysis reveal down-regulation of genes involved in protein translation in human aging.

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