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多组学分析以探索与瘢痕疙瘩相关的分子机制。

Multi-omics analysis to explore the molecular mechanisms related to keloid.

作者信息

Xu Hailin, Li Keai, Liang Xiaofeng, Wang Zhiyong, Yang Bin

机构信息

Dermatology Hospital, Southern Medical University, Guangzhou, China.

Department of Joint Surgery, The Third Affiliated Hospital of Guangzhou Medical University, Duobao Road No.63, Liwan District, Guangzhou, Guangdong 510150, China.

出版信息

Burns. 2025 Apr;51(3):107396. doi: 10.1016/j.burns.2025.107396. Epub 2025 Jan 21.

Abstract

BACKGROUND

Keloid is a benign skin tumor that result from abnormal wound healing and excessive collagen deposition. The pathogenesis is believed to be linked to genetic predisposition and immune imbalance, although the precise mechanisms remain poorly understood. Current therapeutic approaches may not consistently yield satisfactory outcomes and are often accompanied by potential side effects and risks. The high recurrence rate and refractory nature of keloid nodules present significant challenges and uncertainties in their management. Given the lack of effective treatment strategies, it is essential to identify key molecular pathways and potential therapeutic targets for keloid.

OBJECTIVE

This study aimed to identify the potential pathogenic mechanisms, hub genes, and immune cell involvement in keloid formation, with the goal of providing novel insights for targeted therapies.

METHODS

We utilized a combination of bulk RNA sequencing to analyze gene expression profiles in keloid tissues. Differentially expressed genes (DEGs) were identified and subjected to pathway enrichment analysis to reveal key biological processes involved in keloid pathogenesis. Mendelian randomization was performed to investigate the causal relationship between genetic factors and keloid formation, identifying potential hub genes. Immune infiltration analysis was conducted to determine the role of specific immune cells in keloid development. Subsequently, Gene Set Enrichment Analysis (GSEA) and Gene Set Variation Analysis (GSVA) were performed to investigate the functional pathways associated with the hub genes. Network analysis was employed to identify transcription factors, miRNAs, and potential drugs in the Connectivity Map associated with the hub genes. Single-cell RNA sequencing was also used to identify cell-specific expression patterns of these genes.

RESULTS

Pathway enrichment analysis highlighted the association of keloid pathogenesis with cell proliferation and division, providing insights into the molecular processes involved. Mendelian randomization revealed that DUSP1 acts as an inhibitor of keloid formation, while HOXA5 promotes keloid pathogenesis. Immune infiltration analysis suggested that mast cells and macrophages play critical roles in the disease's progression. Based on hub gene analysis, the IL17 signaling pathway emerged as a key pathway implicated in keloid development. Further drug prediction models identified 9-methyl-5H-6-thia-4, 5-diaza-chrysene-6, 6-dioxide, zebularine, temozolomide and valproic acid targeting these hub genes.

CONCLUSION

DUSP1 and HOXA5 are hub genes in keloid pathogenesis, with DUSP1 acting as an inhibitor and HOXA5 as a promoter of disease progression. Targeting the regulatory networks associated with these genes could provide novel therapeutic strategies. Mast cells and macrophages are identified as critical immune cell types involved in the disease process. Additionally, the IL17 signaling pathway plays a crucial role in keloid development, highlighting its potential as a therapeutic target. These findings suggest that a multi-target approach focusing on these pathways could offer effective treatment options for keloid patients.

摘要

背景

瘢痕疙瘩是一种良性皮肤肿瘤,由伤口愈合异常和胶原蛋白过度沉积引起。尽管确切机制仍不清楚,但发病机制被认为与遗传易感性和免疫失衡有关。目前的治疗方法可能无法始终产生令人满意的结果,并且常常伴有潜在的副作用和风险。瘢痕疙瘩结节的高复发率和难治性在其治疗中带来了重大挑战和不确定性。鉴于缺乏有效的治疗策略,确定瘢痕疙瘩的关键分子途径和潜在治疗靶点至关重要。

目的

本研究旨在确定瘢痕疙瘩形成中的潜在致病机制、核心基因和免疫细胞参与情况,为靶向治疗提供新的见解。

方法

我们结合批量RNA测序来分析瘢痕疙瘩组织中的基因表达谱。鉴定出差异表达基因(DEGs)并进行通路富集分析,以揭示瘢痕疙瘩发病机制中涉及的关键生物学过程。进行孟德尔随机化以研究遗传因素与瘢痕疙瘩形成之间的因果关系,确定潜在的核心基因。进行免疫浸润分析以确定特定免疫细胞在瘢痕疙瘩发展中的作用。随后,进行基因集富集分析(GSEA)和基因集变异分析(GSVA)以研究与核心基因相关的功能途径。采用网络分析来识别与核心基因相关的连接图谱中的转录因子、miRNA和潜在药物。还使用单细胞RNA测序来识别这些基因的细胞特异性表达模式。

结果

通路富集分析突出了瘢痕疙瘩发病机制与细胞增殖和分裂的关联,为所涉及的分子过程提供了见解。孟德尔随机化表明DUSP1作为瘢痕疙瘩形成的抑制剂,而HOXA5促进瘢痕疙瘩发病机制。免疫浸润分析表明肥大细胞和巨噬细胞在疾病进展中起关键作用。基于核心基因分析,IL17信号通路成为瘢痕疙瘩发展中涉及的关键通路。进一步的药物预测模型确定了靶向这些核心基因的9-甲基-5H-6-硫杂-4,5-二氮杂-蒽-6,6-二氧化物、zebularine、替莫唑胺和丙戊酸。

结论

DUSP1和HOXA5是瘢痕疙瘩发病机制中的核心基因,DUSP1作为疾病进展的抑制剂,HOXA5作为促进剂。靶向与这些基因相关的调控网络可以提供新的治疗策略。肥大细胞和巨噬细胞被确定为参与疾病过程的关键免疫细胞类型。此外,IL17信号通路在瘢痕疙瘩发展中起关键作用,突出了其作为治疗靶点的潜力。这些发现表明,针对这些途径的多靶点方法可以为瘢痕疙瘩患者提供有效的治疗选择。

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