Potential Role of CD99 Signaling Pathway in Schwann Cell Dysfunction in Diabetic Foot Ulcers Based on Single-Cell Transcriptome Analysis.

IF 3.6 3区 医学 Q2 ENDOCRINOLOGY & METABOLISM
Journal of Diabetes Research Pub Date : 2025-05-18 eCollection Date: 2025-01-01 DOI:10.1155/jdr/9935400
Yannan Zhou, Yaxin Zhou, Haohan Chen, Li Zhang, Siwei Bi
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引用次数: 0

Abstract

Background: Schwann cell (SC) dysfunction contributes to the delayed healing of diabetic foot ulcers (DFUs). However, the underlying molecular mechanism regarding the unregulated SC function is poorly understood. Thus, we examined the single-cell transcriptome data from different DFU states focusing on SC characteristics. Methods: The single-cell RNA sequencing (scRNA-seq) data of DFU was obtained from the Gene Expression Omnibus (GEO) database, covering foot skin samples from nondiabetic patients, diabetic patients without DFU, DFU healers, and DFU nonhealers. After scRNA-seq data processing, downscaling, and cell cluster identification, cell communication analysis was performed by the CellChat package. Furthermore, we subclustered SC populations and ran the trajectory inference and pseudotime analysis to investigate the dynamic changes in SC. Finally, the significant pathways were validated with a db/db mouse wound model. Results: scRNA-seq analysis revealed different SC percentages and gene markers across the DFU groups. We identified that the CD99 signaling pathway was upregulated in the DFU nonhealer group. In the db/db mouse wound model, we observed that CD99 was highly expressed in the demyelinated area of the peripheral nerve fibers. Conclusion: Our study elucidated that the CD99 pathway activation may play a crucial role in SC dysfunction of DFU, providing insights into the peripheral glia regulation mechanism and potential therapeutic target of DFU.

基于单细胞转录组分析的CD99信号通路在糖尿病足溃疡雪旺细胞功能障碍中的潜在作用
背景:雪旺细胞(SC)功能障碍导致糖尿病足溃疡(DFUs)愈合延迟。然而,关于不受调控的SC功能的潜在分子机制尚不清楚。因此,我们检查了来自不同DFU状态的单细胞转录组数据,重点关注SC特征。方法:从Gene Expression Omnibus (GEO)数据库中获取DFU的单细胞RNA测序(scRNA-seq)数据,包括非糖尿病患者、糖尿病无DFU患者、DFU治愈者和DFU未治愈者的足部皮肤样本。在scRNA-seq数据处理、缩小比例和细胞簇鉴定后,使用CellChat包进行细胞通信分析。此外,我们对SC群体进行了亚聚类,并进行了轨迹推断和伪时间分析,以研究SC的动态变化。最后,我们用db/db小鼠伤口模型验证了这些重要途径。结果:scRNA-seq分析显示不同DFU组的SC百分比和基因标记不同。我们发现CD99信号通路在DFU非治疗组中上调。在db/db小鼠伤口模型中,我们观察到CD99在周围神经纤维脱髓鞘区高表达。结论:我们的研究阐明了CD99通路的激活可能在DFU的SC功能障碍中起重要作用,为DFU的外周胶质细胞调节机制和潜在的治疗靶点提供了新的思路。
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来源期刊
Journal of Diabetes Research
Journal of Diabetes Research ENDOCRINOLOGY & METABOLISM-MEDICINE, RESEARCH & EXPERIMENTAL
CiteScore
8.40
自引率
2.30%
发文量
152
审稿时长
14 weeks
期刊介绍: Journal of Diabetes Research is a peer-reviewed, Open Access journal that publishes research articles, review articles, and clinical studies related to type 1 and type 2 diabetes. The journal welcomes submissions focusing on the epidemiology, etiology, pathogenesis, management, and prevention of diabetes, as well as associated complications, such as diabetic retinopathy, neuropathy and nephropathy.
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