Transcriptional profiling of aged and young mouse hearts [RRBS]
Ontology highlight
ABSTRACT:
ORGANISM(S): Mus musculus
PROVIDER: GSE281602 | GEO | 2025/11/11
REPOSITORIES: GEO
Similar Datasets
Project description:Cardiac aging is a major risk factor for cardiovascular diseases, yet the underlying molecular mechanisms remain poorly understood. In this study, we employed a multi-omics approach combining single-nucleus RNA-seq, ATAC-seq, and reduced representation bisulfite sequencing (RRBS) to comprehensively characterize the cellular and molecular landscape of cardiomyocyte (CM) aging in mice.
2025-11-11 | GSE281772 | GEO
Project description:Transcriptional profiling of aged and young mouse hearts [RRBS]
| PRJNA1184779 | ENA
Project description:We generated 20 iPSC lines from erythroid precursors (EP) and compared them to 3 lines derived from dermal fibroblasts (DF), H9 hESC, four precursor EP populations and one precursor DF population. This experiment describes the RRBS profiling of those samples performed in order to QC the lines. These Human samples are not consented for release of identifiable sequencing data, so processed methylation calls over CpG islands are provided.
2014-09-01 | E-MTAB-2711 | biostudies-arrayexpress
Project description:Background: Researching the murine epigenome in disease models has been hampered by the lack of an appropriate and cost-effective DNA methylation array. Until recently, investigators have been limited to the relatively expensive and analysis intensive bisulphite sequencing methods. Here, we performed a comprehensive, comparative analysis between the new Mouse Methylation BeadChip (MMB) and reduced representation bisulphite sequencing (RRBS) in two murine models of colorectal carcinogenesis, providing insight into the utility to each platforms in a real world environment. Results: We captured 1.47x106 CpGs by RRBS and 2.64x105 CpGs by MMB, mapping to 13,778 and 13,365 CpG islands, respectively. RRBS captured significantly more CpGs per island (median 41 for RRBS versus 2 for MMB). We found that 64.4% of intra-island CpG methylation variability can be captured by measuring approximately one quarter of CpG island (CGI) CpGs. MMB was more precise in measuring DNA methylation, especially at sites that had low RRBS coverage. This impacted differential methylation analysis, with more statistically significantly differentially methylated CpG sites identified by MMB in all experimental conditions, however the difference was minute when appropriate thresholding for the magnitude of methylation change (0.2 beta value difference) was applied, providing confidence that both techniques can identify similar differential DNA methylation. Gene ontology enrichment analysis of differentially hypermethylated gene promoters identified similar biological processes and pathways by both RRBS and MMB across two murine model systems. Conclusion: MMB is an effective tool for profiling the murine methylome that performs comparably to RRBS, identifying similar differentially methylated pathways. Although MMB captures a similar proportion of CpG islands, it does so with fewer CpGs per island. We show that subsampling informative CpGs from CpG islands is an appropriate strategy to capture whole island variation. Choice of technology is experiment dependent and will be predicated on the underlying biology being probed.
2022-08-31 | E-MTAB-11985 | biostudies-arrayexpress
Project description:Background: Researching the murine epigenome in disease models has been hampered by the lack of an appropriate and cost-effective DNA methylation array. Until recently, investigators have been limited to the relatively expensive and analysis intensive bisulphite sequencing methods. Here, we performed a comprehensive, comparative analysis between the new Mouse Methylation BeadChip (MMB) and reduced representation bisulphite sequencing (RRBS) in two murine models of colorectal carcinogenesis, providing insight into the utility to each platforms in a real world environment. Results: We captured 1.47x106 CpGs by RRBS and 2.64x105 CpGs by MMB, mapping to 13,778 and 13,365 CpG islands, respectively. RRBS captured significantly more CpGs per island (median 41 for RRBS versus 2 for MMB). We found that 64.4% of intra-island CpG methylation variability can be captured by measuring approximately one quarter of CpG island (CGI) CpGs. MMB was more precise in measuring DNA methylation, especially at sites that had low RRBS coverage. This impacted differential methylation analysis, with more statistically significantly differentially methylated CpG sites identified by MMB in all experimental conditions, however the difference was minute when appropriate thresholding for the magnitude of methylation change (0.2 beta value difference) was applied, providing confidence that both techniques can identify similar differential DNA methylation. Gene ontology enrichment analysis of differentially hypermethylated gene promoters identified similar biological processes and pathways by both RRBS and MMB across two murine model systems. Conclusion: MMB is an effective tool for profiling the murine methylome that performs comparably to RRBS, identifying similar differentially methylated pathways. Although MMB captures a similar proportion of CpG islands, it does so with fewer CpGs per island. We show that subsampling informative CpGs from CpG islands is an appropriate strategy to capture whole island variation. Choice of technology is experiment dependent and will be predicated on the underlying biology being probed.
2022-10-15 | E-MTAB-12214 | biostudies-arrayexpress
Project description:Intestinal organoids, three-dimensional cultures from intestinal stem cells, are a powerful model for studying aging, and DNA methylation is an accurate biological clock. Consequently, we hypothesized that organoid DNA methylation could serve as an aging metric and a valuable tool for in vitro aging research. Our initial study revealed significant DNA methylation changes, during organoid culture, with 27% of total CpG sites undergoing hypomethylation, and 11% gaining hypermethylation. Hypomethylation occurred predominantly in aging-associated genomic regions, including non-promoter, non-CpG island regions (e.g., transposable elements), while hypermethylation, in CpG islands, significantly (p < 0.001) correlated with aging. Comparison of aging-methylated sites with differentiation-specific CpG sites showed minimal overlap, indicating negligible association. Early-passage (P0 and P2) organoids, derived from 4- and 24-month-old mice, preserved aging-specific methylation patterns, with a correlation coefficient of 0.48 (p < 0.001) between methylation differences in old versus young primary cells. Conversely, long-term passaging revealed distinct methylation changes, specific to each organoid line. Some early passage organoids exhibited more hypomethylation, clustering with mid-passage (P10 - P13) organoids, while late-passage (P24 and P27) organoids entered a crisis stage with severe hypomethylation, growth arrest, and distant clustering. Transposable elements remained hypomethylated, compared to primary cells. Aging-related methylation sites continued to change with passage, and linear modeling predicted that organoids age at a rate of 0.46 months per week in culture. Treatment with decitabine reversed the methylation age of organoids, derived from 24-month-old mice. These findings suggest that organoids effectively model aging, with further research needed to assess culture-associated influences.
2025-06-01 | GSE295059 | GEO
Project description:DNA methylation is a mechanism for long-term transcriptional regulation and is required for normal cellular differentiation. Failure to properly establish or maintain DNA methylation patterns leads to cell dysfunction and diseases such as cancer. Identifying DNA methylation signatures in complex tissues can be challenging due to inaccurate cell enrichment methods and low DNA yields. We have developed a technique called Laser Capture Microdissection-Reduced Representation Bisulfite Sequencing (LCM-RRBS) for the multiplexed interrogation of the DNA methylation status of CpG Islands and promoters. LCM-RRBS accurately and reproducibly profiles genome-wide methylation of DNA extracted from microdissected fresh frozen or formalin-fixed paraffin-embedded tissue samples. To demonstrate the utility of LCM-RRBS, we characterized changes in DNA methylation associated with gonadectomy-induced adrenocortical neoplasia in the mouse. Compared to adjacent normal tissue, the adrenocortical tumors showed reproducible gains and losses of DNA methylation at genes involved in cell differentiation and organ development. LCM-RRBS is a rapid, cost-effective, and sensitive technique for analyzing DNA methylation in heterogeneous tissues and will facilitate the investigation of DNA methylation in cancer and organ development. Laser capture microdissection-reduced representation bisulfite sequencing and reduced representation bisulfite sequencing on human blood leukocyte, human endometrial tumor, mouse liver tissue, and mouse normal and neoplastic adrenal tissue
2013-03-21 | E-GEOD-45361 | biostudies-arrayexpress
Project description:The decline of brain function during aging is associated with epigenetic changes, including DNA methylation. Lifestyle interventions can improve brain function during aging, but their influence on age-related epigenetic changes is unknown. Using genome-wide DNA methylation sequencing, we here show that environmental enrichment counteracted age-related DNA methylation changes in the hippocampal dentate gyrus of mice. Specifically, environmental enrichment prevented the aging-induced CpG hypomethylation at target sites of the methyl-CpG-binding protein Mecp2, which is known to control neuronal functions. The genes at which environmental enrichment counteracted aging effects have described roles in neuronal plasticity, neuronal cell communication and adult hippocampal neurogenesis and are dysregulated with age-related cognitive decline in the human brain. Our results highlight the rejuvenating effects of environmental enrichment at the level of DNA methylation and give molecular insights into the specific aspects of brain aging that can be counteracted by lifestyle interventions.
2020-12-31 | GSE138368 | GEO
Project description:DNA methylation is a mechanism for long-term transcriptional regulation and is required for normal cellular differentiation. Failure to properly establish or maintain DNA methylation patterns leads to cell dysfunction and diseases such as cancer. Identifying DNA methylation signatures in complex tissues can be challenging due to inaccurate cell enrichment methods and low DNA yields. We have developed a technique called Laser Capture Microdissection-Reduced Representation Bisulfite Sequencing (LCM-RRBS) for the multiplexed interrogation of the DNA methylation status of CpG Islands and promoters. LCM-RRBS accurately and reproducibly profiles genome-wide methylation of DNA extracted from microdissected fresh frozen or formalin-fixed paraffin-embedded tissue samples. To demonstrate the utility of LCM-RRBS, we characterized changes in DNA methylation associated with gonadectomy-induced adrenocortical neoplasia in the mouse. Compared to adjacent normal tissue, the adrenocortical tumors showed reproducible gains and losses of DNA methylation at genes involved in cell differentiation and organ development. LCM-RRBS is a rapid, cost-effective, and sensitive technique for analyzing DNA methylation in heterogeneous tissues and will facilitate the investigation of DNA methylation in cancer and organ development.
2013-03-21 | GSE45361 | GEO
Project description:The decline of brain function during aging is associated with epigenetic changes, including DNA methylation. Lifestyle interventions can improve brain function during aging, but their influence on age-related epigenetic changes is unknown. Using genome-wide DNA methylation sequencing, we here show that experiencing a stimulus-rich environment counteracted age-related DNA methylation changes in the hippocampal dentate gyrus of mice. Specifically, environmental enrichment prevented the aging-induced CpG hypomethylation at target sites of the methyl-CpG-binding protein Mecp2, which is known to control neuronal functions. The genes at which environmental enrichment counteracted aging effects have described roles in neuronal plasticity, neuronal cell communication and adult hippocampal neurogenesis and are dysregulated with age-related cognitive decline in the human brain. Our results highlight the rejuvenating effects of environmental enrichment at the level of DNA methylation and give molecular insights into the specific aspects of brain aging that can be counteracted by lifestyle interventions.
2021-04-01 | GSE171236 | GEO