Integration of Flow Cytometry and Single-Cell RNA Sequencing Analysis to Explore the Fibroblast Subpopulations in Keloid that Correlate with Recurrence.

IF 5.6 3区 医学 Q1 DERMATOLOGY Advances in wound care Pub Date : 2025-04-03 DOI:10.1089/wound.2024.0262
Ruxin Xie, Chenyu Li, Tian Zhao, Shiwei Zhang, Ai Zhong, Nengbin Chen, Zhengyong Li, Junjie Chen
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Abstract

Objective: Fibroblasts (FBs) are the cytological basis of keloid (KD) formation. This study aimed to identify the key pathogenic target cell subpopulation involved in KD recurrence. Approach: Single-cell RNA sequencing data were retrieved from public databases, revealing distinct gene expression patterns in FB subpopulations. Flow cytometry (FCM) was used to identify the surface molecular phenotypes of FBs that affect KD recurrence. Simultaneously, logistic regression analysis was performed to assess the predictive value of changes in FB subpopulation percentages for clinical KD recurrence. Results: The percentage of keloid fibroblasts was significantly greater than that in normal tissues. Through further clustering analysis of the FB population, we obtained four subpopulations, FB1-FB4, in which the percentages of FB1 subpopulation were increased, and functional enrichment analysis suggested that the FB1 subpopulation may play a greater role in extracellular matrix collagen oversynthesis in KD. In addition, the gene expression of CD26 (DPP4), CD117 (c-KIT), and CD34 in the FB1 subpopulation was significantly higher than that in FB2-4 subpopulations. Moreover, the percentage of CD26+/CD117+/CD34+ cell subpopulations in the FCM data of patients with KD recurrence was significantly increased. Regression analysis confirmed that the CD26+/CD117+/CD34+ FB subpopulation was a risk factor for relapse. Innovation: We demonstrated that the molecular phenotypic and functional heterogeneity of FBs influences KD recurrence. Conclusion: We identified key pathogenic FB subpopulations that may affect KD development, which can be used as potential markers to predict recurrence and provide potential target cell populations for future clinical treatment.

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结合流式细胞术和单细胞RNA测序分析探索瘢痕疙瘩中与复发相关的成纤维细胞亚群。
目的:成纤维细胞是瘢痕疙瘩形成的细胞学基础。本研究旨在确定参与KD复发的关键致病靶细胞亚群。方法:从公共数据库中检索单细胞RNA测序数据,揭示FB亚群中不同的基因表达模式。流式细胞术(FCM)用于鉴定影响KD复发的FBs表面分子表型。同时,进行逻辑回归分析以评估FB亚群百分比变化对临床KD复发的预测价值。结果:瘢痕疙瘩成纤维细胞比例明显高于正常组织。通过对FB群体的进一步聚类分析,我们得到了FB1- fb4四个亚群体,其中FB1亚群体的百分比有所增加,功能富集分析提示FB1亚群体可能在KD的细胞外基质胶原过度合成中发挥更大的作用。此外,FB1亚群中CD26 (DPP4)、CD117 (c-KIT)和CD34的基因表达量显著高于FB2-4亚群。此外,KD复发患者FCM数据中CD26+/CD117+/CD34+细胞亚群的百分比显著增加。回归分析证实,CD26+/CD117+/CD34+ FB亚群是复发的危险因素。创新:我们证明了FBs的分子表型和功能异质性影响KD复发。结论:我们确定了可能影响KD发展的关键致病FB亚群,这可以作为预测KD复发的潜在标记物,并为未来的临床治疗提供潜在的靶细胞群。
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来源期刊
Advances in wound care
Advances in wound care Medicine-Emergency Medicine
CiteScore
12.10
自引率
4.10%
发文量
62
期刊介绍: Advances in Wound Care rapidly shares research from bench to bedside, with wound care applications for burns, major trauma, blast injuries, surgery, and diabetic ulcers. The Journal provides a critical, peer-reviewed forum for the field of tissue injury and repair, with an emphasis on acute and chronic wounds. Advances in Wound Care explores novel research approaches and practices to deliver the latest scientific discoveries and developments. Advances in Wound Care coverage includes: Skin bioengineering, Skin and tissue regeneration, Acute, chronic, and complex wounds, Dressings, Anti-scar strategies, Inflammation, Burns and healing, Biofilm, Oxygen and angiogenesis, Critical limb ischemia, Military wound care, New devices and technologies.
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