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Updated: Jun 10, 2026

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Using R, Seurat, and CellChat to Analyze a Single-Cell Transcriptomics Dataset of Mouse Skin Wound Healing
Published on: August 1, 2025
Temporal changes in gene regulation during human tissue repair.
Trevor R Leonardo1,2, Chen Han2, Abhijeet R Sonawane3,4
1Department of Microbiology and Immunology, University of Illinois Chicago, Chicago, IL, USA.
Scientific Reports
|June 8, 2026
Summary
Oral mucosa heals with less scarring than skin due to distinct gene regulation. Specific transcription factors, like BATF3, drive palate wound healing and regeneration.
Area of Science:
- Molecular Biology
- Regenerative Medicine
- Wound Healing Research
Background:
- Wound healing involves complex cellular processes like migration, proliferation, and inflammation.
- Oral mucosa demonstrates superior regenerative healing with minimal scarring compared to skin.
Purpose of the Study:
- To investigate the gene regulatory mechanisms underlying the differential healing responses between oral mucosa (palate) and skin.
- To identify key transcription factors and networks involved in palate and skin wound repair.
Main Methods:
- Integrated gene expression, transcription factor binding, and protein-protein interaction data from human palate and skin wounds.
- Constructed and analyzed sample-specific gene regulatory networks.
- Performed comparative analysis of unwounded and wounded tissue networks.
Main Results:
- Discovered tissue-specific transcription factor targeting and gene co-expression patterns between palate and skin.
- Observed divergent global network changes upon injury, indicating distinct gene regulatory programs.
- Identified transcription factor-mediated gene repression in acute injury, followed by tissue-specific activation in later stages.
- Found that palate-specific transcription factors, including BATF3, are crucial for cell migration and re-epithelialization during acute palate wound healing.
Conclusions:
- Palate and skin exhibit distinct temporal dynamics in transcription factor activity during wound healing.
- Gene regulatory networks and specific transcription factors play a critical role in governing regenerative versus non-regenerative healing outcomes.
- Findings provide insights into leveraging gene regulatory mechanisms for enhanced wound repair strategies.
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