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Updated: May 18, 2026

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Mesenchymal Stem Cell Regulation of Macrophage Phagocytosis; Quantitation and Imaging
Published on: July 16, 2021
Macrophage reprogramming nodes for bone repair identified by single-cell and spatial omics
Hang Chen1, Chang Lei2, Giselle Yeo3
1Sydney Dental School, Faculty of Medicine and Health, The University of Sydney, Sydney, NSW 2006, Australia; Charles Perkins Centre, The University of Sydney, Camperdown, NSW 2006, Australia.
Bone
|May 16, 2026
Summary
This study reveals how macrophage polarization and metabolism coordinate early fracture healing. Macrophages play a key role in skeletal repair by influencing cellular communication and metabolic pathways during bone regeneration.
Area of Science:
- Skeletal Biology
- Immunology
- Computational Biology
Background:
- Early fracture repair involves complex immune-skeletal interactions.
- The precise roles of macrophage polarization and metabolism in bone healing remain incompletely understood.
Purpose of the Study:
- To computationally integrate multi-omics data for a comprehensive atlas of early fracture healing.
- To elucidate the roles of macrophage polarization and metabolism in skeletal repair.
Main Methods:
- Integrated three mouse long bone fracture sc/snRNA-seq datasets using multi-algorithm consensus annotation.
- Analyzed intercellular communication, transcriptional programs, and metabolic pathways.
- Performed skeletal stem/progenitor cell lineage tracing.
Main Results:
- Fracture healing involves dynamic immune-skeletal communication, with macrophages significantly influencing signaling pathways (TGF-β, BMP, FN1).
- Macrophages exhibit a graded M1-to-M2 polarization continuum with distinct transcriptional (Creb3l2/Fos, Maf/Mafb) and metabolic profiles.
- Identified key regulators (Pbx3, Creb3l2, Nfix, Maf, Mafb) and a fracture repair module involving SSPCs, fibroblasts, macrophages, and osteoclasts.
- Predicted altered metabolite communication (glutamine, sterol/cholesterol, GABA, heme) and identified early SSPC markers (Taco1) and lineage drivers (Runx2/Egfr, Ebf1, Stat5a).
Conclusions:
- This study provides a computational atlas of early fracture healing, highlighting macrophages as central coordinators.
- Prioritizes candidate transcriptional and metabolic regulators for future experimental validation in bone repair.
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