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糖尿病足溃疡中自噬相关基因的分析与验证

Analysis and Validation of Mitophagy-Related Genes in Diabetic Foot Ulcers.

作者信息

Fang Shaoyihan, Zhang Huijuan, Liu Wenjian, Li Shuangyan, Chen Zhenzhen, Min Jingjie, Dai Chengyu, An Jingwen, Zhang Hongxiao, Liu Dewu

机构信息

Medical Center of Burn Plastic and Wound Repair, The First Affiliated Hospital, Jiangxi Medical College, Nanchang University, Nanchang, 330031, People's Republic of China.

Department of Burns and Plastics, Jiangxi Provincial Corps Hospital of Chinese People's Armed Police Forces, Nanchang, 330001, People's Republic of China.

出版信息

J Inflamm Res. 2025 Mar 25;18:4367-4379. doi: 10.2147/JIR.S504001. eCollection 2025.

Abstract

PURPOSE

This study aimed to identify hub genes associated with mitophagy involved in the pathogenesis and progression of diabetic foot ulcer (DFU), and to characterize their immune cell infiltration features and single-cell expression profiles.

METHODS

DFU-related datasets (GSE80178, GSE68183) were retrieved from the GEO database. Subsequently, differentially expressed genes (DEGs) were identified via limma analysis, followed by gene set enrichment analysis (GSEA) to assess gene function enrichment. Identified DEGs were intersected with mitophagy-related genes. Machine learning (ML) algorithms were further employed to identify hub genes. Additionally, immune cell infiltration was examined via the CIBERSORT algorithm, and the correlation between the identified genes and immune infiltration was investigated. Finally, hub genes identified were validated via the single-cell RNA sequencing dataset GSE165816, and further validated using RT-PCR and Western blot (WB) assays.

RESULTS

Two hub genes, ANO6 and ALDH2, were identified and found to be significantly downregulated in the skin tissues of patients with DFU. Receiver operating characteristic (ROC) analysis demonstrated robust diagnostic potential (ANO6, AUC = 0.833, ALDH2, AUC = 0.806). Immune cell infiltration analysis demonstrated notable differences between the DFU and normal groups in naïve B cells, monocytes, resting mast cells, γδT cells, and regulatory T cells (Tregs). The findings were further validated through single-cell RNA sequencing (scRNA-seq) analysis and experimental studies, which confirmed the downregulation of ANO6 and ALDH2 in DFU tissues.

CONCLUSION

Two mitophagy-related hub genes, ANO6 and ALDH2, were identified and validated as being significantly downregulated in DFU. Both genes demonstrated diagnostic potential and showed an association with immune cell infiltration. These findings suggest that mitophagy dysfunction may contribute to the pathophysiology of DFU, potentially through the dysregulation of inflammatory pathways and immune responses. While the results provide valuable insights into DFU and its management, further studies with larger cohorts and deeper exploration of mechanistic links to inflammation are necessary to translate these findings into therapeutic strategies.

摘要

目的

本研究旨在鉴定与糖尿病足溃疡(DFU)发病机制和进展相关的线粒体自噬枢纽基因,并表征其免疫细胞浸润特征和单细胞表达谱。

方法

从基因表达综合数据库(GEO)中检索DFU相关数据集(GSE80178、GSE68183)。随后,通过limma分析鉴定差异表达基因(DEG),接着进行基因集富集分析(GSEA)以评估基因功能富集情况。将鉴定出的DEG与线粒体自噬相关基因进行交集分析。进一步采用机器学习(ML)算法鉴定枢纽基因。此外,通过CIBERSORT算法检测免疫细胞浸润情况,并研究鉴定出的基因与免疫浸润之间的相关性。最后,通过单细胞RNA测序数据集GSE165816对鉴定出的枢纽基因进行验证,并使用逆转录-聚合酶链反应(RT-PCR)和蛋白质免疫印迹(WB)分析进一步验证。

结果

鉴定出两个枢纽基因ANO6和ALDH2,发现它们在DFU患者的皮肤组织中显著下调。受试者工作特征(ROC)分析显示其具有强大的诊断潜力(ANO6,曲线下面积[AUC]=0.833;ALDH2,AUC=0.806)。免疫细胞浸润分析表明,DFU组和正常组在幼稚B细胞、单核细胞、静息肥大细胞、γδT细胞和调节性T细胞(Tregs)方面存在显著差异。通过单细胞RNA测序(scRNA-seq)分析和实验研究进一步验证了这些发现,证实了ANO6和ALDH2在DFU组织中的下调。

结论

鉴定并验证了两个与线粒体自噬相关的枢纽基因ANO6和ALDH2在DFU中显著下调。这两个基因均显示出诊断潜力,并与免疫细胞浸润相关。这些发现表明,线粒体自噬功能障碍可能通过炎症途径和免疫反应失调,对DFU的病理生理学产生影响。虽然这些结果为DFU及其管理提供了有价值的见解,但需要更大样本量的进一步研究以及对与炎症的机制联系进行更深入的探索,以便将这些发现转化为治疗策略。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/8b1c/11954483/e22b863e2c3d/JIR-18-4367-g0001.jpg

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