Cell-free DNA Methylation Patterns in Aging and Their Association with Inflamm-aging
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ABSTRACT:
ORGANISM(S): Homo sapiens
PROVIDER: GSE259312 | GEO | 2024/05/23
REPOSITORIES: GEO
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Project description:The impact of healthy aging on molecular programming of immune cells is poorly understood. Here, we report comprehensive characterization of healthy aging in human classical monocytes, with a focus on epigenomic, transcriptomic, and proteomic alterations, as well as the corresponding proteomic and metabolomic data for plasma, using healthy cohorts of 20 young and 20 older males (~27 and ~64 years old on average). For each individual, we performed eRRBS-based DNA methylation profiling, which allowed us to identify a set of age-associated differentially methylated regions (DMRs) – a novel, cell-type specific signature of aging in DNA methylome. Hypermethylation events were associated with H3K27me3 in the CpG islands near promoters of lowly-expressed genes, while hypomethylated DMRs were enriched in H3K4me1 marked regions and associated with age-related increase of expression of the corresponding genes, providing a link between DNA methylation and age-associated transcriptional changes in primary human cells.
2022-02-16 | PXD021821 | Pride
Project description:DNA methylation (DNAm) is one of the most reliable biomarkers of aging across many mammalian tissues. While the age-dependent global loss of DNAm has been well characterized, age-dependent DNAm gain is less specified. Multiple studies have demonstrated that polycomb repressive complex 2 (PRC2) targets are enriched among the CpG sites which gain methylation with age. However, systematic whole-genome examination of all PRC2 targets in the context of aging methylome as well as determination of the pan-tissue or tissue-specific nature of these associations is lacking. Here, by analyzing DNAm data from different assays and from multiple young and old human and mouse tissues, we found that low-methylated regions (LMRs) which are highly bound by PRC2 in embryonic stem cells (PRC2 LMRs) gain methylation with age in all examined somatic mitotic cells. We also estimated that this epigenetic change represents around 90% of the age-dependent DNAm gain genome-wide. Therefore, we propose the “PRC2-AgeIndex,” defined as the average DNAm in PRC2 LMRs, as a universal biomarker of cellular aging in somatic cells. In addition, we demonstrate the application of this biomarker in the evaluation of different anti-aging interventions, including dietary restriction and partial epigenetic reprogramming.
2024-06-19 | GSE253985 | GEO
Project description:DNA methylation (DNAm) is one of the most reliable biomarkers of aging across many mammalian tissues. While the age-dependent global loss of DNAm has been well characterized, age-dependent DNAm gain is less specified. Multiple studies have demonstrated that polycomb repressive complex 2 (PRC2) targets are enriched among the CpG sites which gain methylation with age. However, systematic whole-genome examination of all PRC2 targets in the context of aging methylome as well as determination of the pan-tissue or tissue-specific nature of these associations is lacking. Here, by analyzing DNAm data from different assays and from multiple young and old human and mouse tissues, we found that low-methylated regions (LMRs) which are highly bound by PRC2 in embryonic stem cells (PRC2 LMRs) gain methylation with age in all examined somatic mitotic cells. We also estimated that this epigenetic change represents around 90% of the age-dependent DNAm gain genome-wide. Therefore, we propose the “PRC2-AgeIndex,” defined as the average DNAm in PRC2 LMRs, as a universal biomarker of cellular aging in somatic cells. In addition, we demonstrate the application of this biomarker in the evaluation of different anti-aging interventions, including dietary restriction and partial epigenetic reprogramming.
2024-06-19 | GSE253773 | GEO
Project description:The naked mole-rat (NMR) is an exceptionally long-lived rodent that does not show increased mortality with age, uniquely defining NMR as a demographically non-aging mammal. Here, we performed bisulfite sequencing on over one hundred NMR blood samples differing in age, assessing more than 3 million common CpG sites. We observed an information loss of the NMR methylome during aging suggesting that NMR ages. Unsupervised clustering based on the 758 CpG sites whose methylation level strongly correlate with age suggests an age-related shift of the NMR methylome. We also developed an epigenetic aging clock that accurately predicts the NMR age spread across the genome. Based on the clock, NMRs age much slower than mice and much faster than humans, consistent with their known maximum lifespans. We further found that patterns of age-related methylation changes of aging clock sites in Tert and Prpf19 showed differences between NMRs and mice. Together, the data indicate that NMRs, like other mammals, epigenetically age even in the absence of demographic aging of this species.
2021-12-19 | GSE179039 | GEO
Project description:There is a growing realization that some aging-associated phenotypes/diseases have an epigenetic basis. Here we report the first genome-scale study of epigenomic dynamics during normal human aging. We identify aging-associated differentially methylated regions (aDMRs) in whole blood in a discovery cohort, and then replicate these aDMRs in sorted CD4+ T-cells and CD14+ monocytes in an independent cohort, suggesting that aDMRs occur in precursor haematopoietic cells. Further replication of the aDMRs in buccal cells, representing a tissue that originates from a different germ-layer compared with blood, demonstrates that the aDMR signature is a multi-tissue phenomenon. Moreover, we demonstrate that aging-associated DNA hypermethylation occurs predominantly at bivalent chromatin domain promoters. This same category of promoters, associated with key developmental genes, is frequently hypermethylated in cancers and in vitro cell culture, pointing to a novel mechanistic link between aberrant hypermethylation in cancer, aging, and cell culture. We measured the methylation state of 27,578 CpG sites (Illumina HumanMethylation27 array) in whole blood samples from 93 heathy human females aged between 49 and 74, to discover sites which change methylation state with age.
2010-06-24 | E-GEOD-20236 | biostudies-arrayexpress
Project description:To investigate the global DNA methylation changes in mouse hematopoietic stem cell aging, we performed whole-genome bisulfite sequencing (WGBS). We generated 1,494 million (4mo HSCs), and 1,493 million (24mo HSCs) raw reads; about 82.6% and 84.3%, respectively, were successfully aligned to either strand of the reference genome (mm9). Of all the cytosines present in the reference genome sequence, about 93% of Cs and 99% of CGs were covered in both datasets, with an average coverage of 46-fold (4mo) and 50-fold (24mo). In contrast to the age-associated hypomethylation observed in studies of somatic cells, mentioned above, HSCs showed an increase of methylation with age. The average methylation level over all 16 million covered CpGs increased from 83.5% in young (4mo) HSC to 84.6% in old (24mo) HSC. We observed a total of 448,166 differentially methylated CpGs (DMCs), defined as those having a 20% or more difference in methylation ratio, of which 38.5% (172,609) were hypomethylated (hypo-DMCs) and 61.5% (275,557) were hypermethylated (hyper-DMCs) with aging. For different genomic features, a slightly greater DNA methylation ratio increase was observed for the gene body, LINEs and SINEs, while CGIs and promoters showed balanced increases and decreases. Localization analysis of DMCs indicates that DNA encoding for ribosome RNA (rDNA) is primarily a hotspot for hypo-DMCs, while promoters without CpG islands, CpG island shores and LINE repetitive elements exhibit both hypo- and hyper-DMCs. Mouse hematopoietic stem cell DNA methylation profiles of 4 month and 24 month old WT mice were generated generated by deep sequencing, in duplicate, using Illumina Hiseq 2000.
2014-04-30 | E-GEOD-47815 | biostudies-arrayexpress
Project description:Long-term culture associated changes need to be considered for quality control of cell preparations – especially in cellular therapy. Here we describe a simple method to track cellular aging based on continuous DNA-methylation changes at six specific CpG sites. This epigenetic signature can be used as a biomarker for various cell types to predict the state of cellular aging with regard to the number of passages or days of in vitro culture. 8 samples of human dermal fibroblasts. 4 samples of mesenchymal stem cells (MSC) from human adipose tissue.
2012-05-21 | E-GEOD-29661 | biostudies-arrayexpress
Project description:Aging is a progressive process that results in the accumulation of intra- and extracellular alterations that in turn contribute to a reduction in health. Age-related changes in DNA methylation have been reported before and may be responsible for aging-induced changes in gene expression, although a causal relationship has yet to be shown. Using genome-wide assays, we analyzed age-induced changes in DNA methylation and their effect on gene expression with and without transient induction with the synthetic transcription modulating agent WY14,643. To demonstrate feasibility of the approach, we isolated peripheral blood mononucleated cells (PBMCs) from five young and five old healthy male volunteers and cultured them with or without WY14,643. Infinium 450K BeadChip and Affymetrix Human Gene 1.1 ST expression array analysis revealed significant differential methylation of at least 5 % (M-NM-^TYOM-bM-^@M-^I>M-bM-^@M-^I5 %) at 10,625 CpG sites between young and old subjects, but only a subset of the associated genes were also differentially expressed. Age-related differential methylation of previously reported epigenetic biomarkers of aging including ELOVL2, FHL2, PENK, and KLF14 was confirmed in our study, but these genes did not display an age-related change in gene expression in PBMCs. Bioinformatic analysis revealed that differentially methylated genes that lack an age-related expression change predominantly represent genes involved in carcinogenesis and developmental processes, and expression of most of these genes were silenced in PBMCs. No changes in DNA methylation were found in genes displaying transiently induced changes in gene expression. In conclusion, aging-induced differential methylation often targets developmental genes and occurs mostly without change in gene expression. Peripheral blood mononuclear cells were isolated from 10 volunteers (5 young 5 old), treated with the synthetic PPARalpha agonists WY14,643 or control for 13 hrs, and subjected to genome-wide DNA methylation and gene expression analysis. This entry contains the DNA methylation data.
2014-05-09 | E-GEOD-49064 | biostudies-arrayexpress
Project description:Background: The obesity epidemic and the aging population of many western countries together with their associated diseases are major challenges for the healthcare. As obesity is a risk factor for many age related diseases, such as cancer, it is of importance to understand their interaction and the underlying molecular mechanisms. Lately, epigenetic programming in the form of DNA methylation and have been recognized for its importance in aging, obesity and several diseases. Method: Herein, the methylation level was determined for around 27000 CpG-islands in 46 DNA samples from adult peripheral blood with microarrays. The dependence for each CpG island with age, obesity and their interaction was ascertained with a general linear model. Results: The methylation level of more than 100 genomic sites were significantly altered with increasing age together with 10 additional sites that were differentially methylated with age in obese and lean individuals. The majority of the genomic sites were hypermethylated during aging, including the telomerase catalytic subunit (TERT). However, age dependent hypermethylation was prohibited or reverted in 8 of 10 regions in obese where an interaction between age and obesity was observed. Moreover, one region (LINC00304) was differentially methylated in obese and lean. Conclusion: This study provides evidence for an obesity influence on age driven epigenetic changes, which provide a molecular link between aging and obesity. This link and the identified markers may prove to be valuable biomarkers for the understanding of the molecular basis of aging, obesity and associated diseases. Bisulphite converted DNA from the 24 obese and 22 lean women were hybridised to the Illumina Infinium 27k Human Methylation Beadchip v1.2
2014-07-09 | E-GEOD-44763 | biostudies-arrayexpress
Project description:Background Chronological aging-associated changes in the human DNA methylome are studied by multiple epigenome-wide association studies (EWAS); however, the aging-associated DNAmet changes identified among different age groups and tissues vary and especially the rates of aging-associated alterations in the epigenome during adulthood remain unclear. Here, we further explore and characterize CpG-sites where DNA methylation levels alter at a constant rate during adulthood and are also independent of blood cell type heterogeneity. Results In the study, we observed 1,202 aging-associated CpG-sites (a-CpGs), of which 48% were hypermethylated with advancing age in whole blood with an especially narrow age range (40 - 49 years). Repeatedly reported a-CpGs in ELOVL2, FHL2, PENK and KLF14 were also identified. Regions with aging-associated hypermethylation were enriched to several gene ontology terms (especially on the cluster of developmental processes), while hypomethylated sites showed no enrichment. The genes with a higher number of a-CpG hits were more often hypermethylated. Of the 1,202 aging-associated CpG-sites in the present study, 987 were identified in previous study (Vitality 90+) as differentially methylated also between nonagenarians and young adults in a previous study, and importantly, the directions of changes were identical in the previous and in the present study. Conclusions The set of 987 replicated a-CpGs presented here are altered in strong association with chronological aging in the whole range of adulthood. Consequently, future studies should note the variability of the types of a-CpGs, and the a-CpGs presented here should be dissociated from the environmental-sensitive CpG-sites or from regions that are associated with aging in a non-linear manner due to the accumulation of senescence-related features. This report offers detailed and verified pool of a-CpGs in which DNAmet levels associate linearly with chronological age and of which are different from the non-linearly changing ones.
2016-04-21 | GSE69270 | GEO