Integrated spatial multi-omics reveals fibroblast fate during tissue repair
Foster, D. S.; Januszyk, M.; Chinta, M. S.; Yost, K. E.; Gulati, G. S.; Nguyen, A. T.; Burcham, A. R.; Salhotra, A.; Ransom, R. C.; Henn, D.; Chen, K.; Mascharak, S.; Tolentino, K.; Titan, A. L.; Jones, R. E.; da Silva, O.; Leavitt, T.; Marshall, C. D.; desJardins-Park, H. E.; Hu, M. S.; Wan, D. C.; Wernig, G.; Wagh, D.; Coller, J.; Norton, J. A.; Gurtner, G. C.; Newman, A. M.; Chang, H.; Longaker, M. T.
Show abstract
In the skin, tissue injury results in fibrosis in the form of scars composed of dense extracellular matrix deposited by fibroblasts. The therapeutic goal of regenerative wound healing has remained elusive in part because principles of fibroblast programming and adaptive response to injury remain incompletely understood. Here, we present a multimodal -omics platform for the comprehensive study of cell populations in complex tissue, which has allowed us to characterize the cells involved in wound healing across both time and space. We employ a stented wound model that recapitulates human tissue repair kinetics and multiple Rainbow transgenic lines to precisely track fibroblast fate during the physiologic response to injury. Through integrated analysis of single cell chromatin landscapes and gene expression states, coupled with spatial transcriptomic profiling, we are able to impute fibroblast epigenomes with temporospatial resolution. This has allowed us to define the mechanisms controlling cell fate during migration, proliferation, and differentiation following tissue injury and thereby reexamine the canonical phases of wound healing. These findings have broad implications for the study of tissue repair in complex organ systems.
Matching journals
The top 3 journals account for 50% of the predicted probability mass.
Similar papers in this journal
- Dictionary of human intestinal organoid responses to secreted niche factors at single cell resolution 98%
- Identification of epigenetic regulators of fibrotic transformation in cardiac fibroblasts through bulk and single-cell CRISPR screens 97%
- A single-cell atlas of pig gastrulation as a resource for comparative embryology 97%
Similar papers in this journal
- Antagonistic H3K79me-H3K9ac crosstalk determines elongation at housekeeping genes to promote pluripotency 96%
- Prolonged airway explant culture enables study of health, disease, and viral pathogenesis 96%
- Modulating immune cell fate and inflammation through CRISPR-mediated DNA methylation editing 96%
"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.