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分析糖尿病足溃疡中的免疫细胞浸润和铜代谢

Analyzing Immune Cell Infiltration and Copper Metabolism in Diabetic Foot Ulcers.

作者信息

Yi Wen-Juan, Yuan Yifan, Bao Qionglin, Zhao Zhuowei, Ding Hua-Sheng, Song Jiquan

机构信息

Department of Dermatology, Zhongnan hospital of Wuhan University, Wuhan, People's Republic of China.

Center of Gerontology and Geriatrics, West China Hospital, Sichuan University, Chengdu, People's Republic of China.

出版信息

J Inflamm Res. 2024 May 17;17:3143-3157. doi: 10.2147/JIR.S452609. eCollection 2024.

Abstract

BACKGROUND

Diabetes impairs wound healing, notably in diabetic foot ulcers (DFU). Stress, marked by the accumulation of lipoylated mitochondrial enzymes and the depletion of Fe-S cluster proteins, triggers cuproptosis-a distinct form of cell death. The involvement of copper in the pathophysiology of DFU has been recognized, and currently, a copper-based therapeutic strategy is emerging as a viable option for enhancing ulcer healing. This study investigates genes linked to copper metabolism in DFU, aiming to uncover potential targets for therapeutic intervention.

METHODS

Two diabetic wound Gene Expression Omnibus (GEO) datasets were analyzed to study immune cell dysregulation in diabetic wounds. Differentially expressed genes related to copper metabolism were identified and analyzed using machine learning methods. Gene ontology, pathway enrichment, and immune infiltration analyses were performed using DFU samples. The expression of identified genes was validated using qRT-PCR and single-cell RNA sequencing.

RESULTS

Ten genes associated with copper metabolism were identified. Among these, SLC31A1 and ADNP were found to be significantly differentially expressed in DFU. Notably, SLC31A1 exhibited higher expression in macrophages, whereas ADNP was found to be highly expressed in fibroblasts and chondrocytes.

CONCLUSION

The study indicates a close link between copper metabolism, the infiltration of immune cells, and DFU. It proposes that copper metabolism could influence the progression of DFU through the activation of immune responses. These observations offer fresh perspectives on the underlying mechanisms of DFU and identify potential targets for therapeutic intervention.

摘要

背景

糖尿病会损害伤口愈合,在糖尿病足溃疡(DFU)中尤为明显。以脂酰化线粒体酶的积累和铁硫簇蛋白的消耗为特征的应激会引发铜死亡——一种独特的细胞死亡形式。铜在DFU病理生理学中的作用已得到认可,目前,基于铜的治疗策略正在成为促进溃疡愈合的可行选择。本研究调查了与DFU中铜代谢相关的基因,旨在发现治疗干预的潜在靶点。

方法

分析了两个糖尿病伤口基因表达综合数据库(GEO)数据集,以研究糖尿病伤口中的免疫细胞失调情况。使用机器学习方法鉴定和分析与铜代谢相关的差异表达基因。使用DFU样本进行基因本体论、通路富集和免疫浸润分析。使用qRT-PCR和单细胞RNA测序验证已鉴定基因的表达。

结果

鉴定出10个与铜代谢相关的基因。其中,SLC31A1和ADNP在DFU中显著差异表达。值得注意的是,SLC31A1在巨噬细胞中表达较高,而ADNP在成纤维细胞和软骨细胞中高表达。

结论

该研究表明铜代谢、免疫细胞浸润与DFU之间存在密切联系。研究提出铜代谢可能通过激活免疫反应影响DFU的进展。这些观察结果为DFU的潜在机制提供了新的视角,并确定了治疗干预的潜在靶点。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/ca8b/11107912/84883a686df4/JIR-17-3143-g0001.jpg

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