Adipose-Derived Mesenchymal Stem Cells Accelerate Diabetic Foot Ulcer Healing by Promoting Macrophage M2 Polarization Through Downregulation of

Purpose: Macrophage polarization plays a critical role in the chronic wound healing of diabetic foot ulcers (DFU). Recent studies have shown that adipose-derived mesenchymal stem cells (ADSCs) can reduce inflammation in DFU and promote wound healing. Despite advances in stem cell therapy, the molecular mechanisms by which ADSCs regulate macrophage polarization in DFU healing remain unclear, and robust prognostic models for DFU are lacking. This study aims to identify macrophage polarization-associated molecules in DFU and explore whether ADSCs promote DFU healing by regulating these molecules. Patients and Methods: Macrophage polarization-associated differentially expressed genes (MA-DEGs) were screened from GSE134431 and GSE80178 datasets. Protein-protein interaction (PPI) networks were constructed using STRING and Cytoscape. Machine learning and Firth regression were employed to develop a prognostic model, which was evaluated using receiver operating characteristic (ROC) curves. The expression of predicted genes ( Results: A total of 30 macrophage polarization-associated differentially expressed genes (MA-DEGs) were identified, including 18 hub genes. These MA-DEGs were primarily enriched in pathways related to leukocyte chemotaxis and interleukin-4 and 13. A two-gene prognostic model was constructed using machine learning and Firth regression, achieving an AUC greater than 0.944 in both the training and external validation datasets. In vivo and in vitro experiments demonstrated that ADSCs regulate Conclusion: This study elucidates the molecular mechanisms by which ADSCs facilitate DFU healing via macrophage M2 polarization. The identified two-gene MA-DEGs model not only serves as a potential prognostic biomarker but also provides promising targets for DFU therapy.