Enhancer-priming in ageing human bone marrow mesenchymal stromal cells contributes to immune traits
Lai, M. C.; Ruiz-Velasco, M.; Arnold, C.; Sigalova, O.; Bunina, D.; Berest, I.; Ding, X.; Hennrich, M. L.; Poisa-Beiro, L.; Claringbould, A.; Mathioudaki, A.; Pabst, C.; Ho, A. D.; Gavin, A.-C.; Zaugg, J. B.
Show abstract
Bone marrow mesenchymal stromal cells (BMSCs) can differentiate into adipocytes and osteoblasts, and are important regulators of the haematopoietic system. Ageing associates with an increased ratio of bone marrow adipocytes to osteoblasts and immune dysregulation. Here, we carried out an integrative multiomics analysis of ATAC-Seq, RNA-Seq and proteomics data from primary human BMSCs in a healthy cohort age between 20 - 60. We identified age-sensitive elements uniquely affecting each molecular level where transcription is mostly spared, and characterised the underlying biological pathways, revealing the interplay of age-related gene expression mechanism changes spanning multiple gene regulatory layers. Through data integration with enhancer-mediated gene regulatory network analysis, we discovered that enhancers and transcription factors influence cell differentiation potential in the ageing BMSCs. By combining our results with genome-wide association study data, we found that age-specific changes could contribute to common traits related to BMSC-derived tissues such as bone and adipose tissue, and to immune-related traits on a systemic level such as asthma. We demonstrate here that a multiomics approach is crucial for unravelling complex information, providing new insights on how ageing contributes to bone marrow- and immune-related disorders.
Matching journals
The top 4 journals account for 50% of the predicted probability mass.
Similar papers in this journal
- Global transcriptomic profiling of the bone marrow stromal microenvironment during postnatal development, aging and inflammation 96%
- The complete cell atlas of an aging multicellular organism 96%
- Multi-modal single cell analysis reveals brain immune landscape plasticity during aging and gut microbiota dysbiosis 95%
Similar papers in this journal
- Single-cell RNA sequencing identifies accumulation of Fcgr2b+ virtual memory like CD8 T cells with cytotoxic and inflammatory potential in aged mouse white adipose tissue 96%
- A novel framework to build saliva-based DNA methylation biomarkers: quantifying systemic chronic inflammation as a case study 96%
- Age-associated transcriptomic and epigenetic alterations in mouse hippocampus 95%
Similar papers in this journal
- A rare human centenarian variant of SIRT6 enhances genome stability and interaction with Lamin A 93%
- Senescent cell death as an aging resistance mechanism in naked mole-rat 92%
- A novel IKK- and proteasome-independent mechanism of RelA activation triggers senescence associated secretome via transcriptional repression of NFKBIA 92%
"Similar papers" are the closest papers from that journal in the model's embedding space. They show what the match is built on, but the ranking comes mostly from a classifier over the whole training set, not from these examples alone.