脂肪源性间充质干细胞通过下调EREG和CSTA促进巨噬细胞M2极化加速糖尿病足溃疡愈合。

IF 4.2 2区 医学 Q2 IMMUNOLOGY
Journal of Inflammation Research Pub Date : 2025-06-12 eCollection Date: 2025-01-01 DOI:10.2147/JIR.S519713
Jing Cao, Xin Zhang, Zhujun Li, Sen Zhang, Leiming Guo, Zichao Liu, Wenqiang An, Lijia Xu, Lijie Li, Xiao Long, Yuemei Yang
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引用次数: 0

摘要

目的:巨噬细胞极化在糖尿病足溃疡(DFU)的慢性创面愈合中起关键作用。最近的研究表明,脂肪源性间充质干细胞(ADSCs)可以减轻DFU的炎症并促进伤口愈合。尽管干细胞治疗取得了进展,但ADSCs调节巨噬细胞极化在DFU愈合中的分子机制仍不清楚,并且缺乏DFU的可靠预后模型。本研究旨在鉴定DFU中巨噬细胞极化相关分子,并探讨ADSCs是否通过调节这些分子促进DFU愈合。患者和方法:从GSE134431和GSE80178数据集中筛选巨噬细胞极化相关差异表达基因(MA-DEGs)。利用STRING和Cytoscape构建蛋白-蛋白相互作用(PPI)网络。采用机器学习和Firth回归建立预后模型,并使用受试者工作特征(ROC)曲线进行评估。在DFU小鼠模型和THP-1细胞中验证了预测基因(EREG和CSTA)的表达以及ADSCs对这些基因的调节作用。结果:共鉴定到巨噬细胞极化相关差异表达基因(MA-DEGs) 30个,其中中枢基因18个。这些ma - deg主要富集于与白细胞趋化性和白细胞介素-4和13相关的途径中。利用机器学习和Firth回归构建双基因预后模型,在训练数据集和外部验证数据集的AUC均大于0.944。体内和体外实验表明,ADSCs调节EREG和CSTA表达,促进巨噬细胞M2极化,促进DFU创面愈合。结论:本研究阐明了ADSCs通过巨噬细胞M2极化促进DFU愈合的分子机制。所鉴定的双基因MA-DEGs模型不仅可以作为潜在的预后生物标志物,而且为DFU治疗提供了有希望的靶点。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Adipose-Derived Mesenchymal Stem Cells Accelerate Diabetic Foot Ulcer Healing by Promoting Macrophage M2 Polarization Through Downregulation of EREG and CSTA.

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 (EREG and CSTA) and the regulatory effects of ADSCs on these genes were validated in both DFU mouse model and THP-1 cells.

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 EREG and CSTA expression to promote macrophage M2 polarization and facilitate DFU wound healing.

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.

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来源期刊
Journal of Inflammation Research
Journal of Inflammation Research Immunology and Microbiology-Immunology
CiteScore
6.10
自引率
2.20%
发文量
658
审稿时长
16 weeks
期刊介绍: An international, peer-reviewed, open access, online journal that welcomes laboratory and clinical findings on the molecular basis, cell biology and pharmacology of inflammation.
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