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小鼠皮肤扩张模型中与皮肤生长相关的枢纽基因及微环境特征的综合分析

Comprehensive analysis of skin growth-related hub genes and microenvironment characterization in a mouse expanded skin model.

作者信息

Wang Yinmin, Qi Wenxiao, Yu Shun, Zhou Xianyu, Wang Xiuxia, Liu Fei, Jin Rui, Luo Xusong, Ma Qiangliang, Lu Lin, Yang Jun

机构信息

Department of Plastic and Reconstructive Surgery, Shanghai Ninth People's Hospital, Shanghai Jiao Tong University, School of Medicine, Shanghai, China.

Department of Sports Medicine, Shanghai Sixth People's Hospital, Shanghai Jiao Tong University, School of Medicine, Shanghai, China.

出版信息

Front Immunol. 2024 Dec 5;15:1306353. doi: 10.3389/fimmu.2024.1306353. eCollection 2024.

Abstract

BACKGROUND

Mechanical stretch-mediated tissue expansion is effective for obtaining extra skin and soft tissue required for the repair of defects or reconstruction of surface organs. Understanding the cellular and molecular mechanisms and identifying hub genes and key cell types associated with skin expansion could help predict the success of skin growth during expansion procedures.

METHODS

We analyzed murine chip sequencing data and single-cell sequencing data available from the Gene Expression Omnibus database. Based on the differentially expressed and epithelial-mesenchymal transition-related genes, random forest and protein-protein interaction network analysis identified hub genes for predicting skin regeneration in tissue expansion. The fate of the cell subpopulations, expression of hub genes in different cell types, and their communication were also assessed.

RESULTS

Five genes, integrin beta 5 (), tropomyosin 1 (), secreted frizzled-related protein-1 (), , and insulin-like growth factor binding protein 2 (), were identified as having the greatest impact on prediction accuracy. These hub genes were primarily enriched in the Notch and phosphoinositide 3-kinase-AKT pathways. Immune cell infiltration analysis further revealed that mast cell infiltration was significantly higher in the expanded skin group than that in the control group. According to single-cell data, the interactions between epithelial cells, stem cells, and other cell types were higher in the expanded skin group than those in the control group. Moreover, , and were highly expressed in all epithelial and stem cell subgroups.

CONCLUSIONS

The hub genes, , and their associated signaling pathways such as Notch and Wnt signaling and functions in key cell subsets highlight prospective therapeutic strategies to enhance skin growth under mechanical expansion. Moreover, mast cell activation and infiltration may trigger immune responses in the expanded skin, which requires further investigation.

摘要

背景

机械拉伸介导的组织扩张对于获取修复缺损或重建体表器官所需的额外皮肤和软组织是有效的。了解细胞和分子机制,识别与皮肤扩张相关的枢纽基因和关键细胞类型,有助于预测扩张过程中皮肤生长的成功与否。

方法

我们分析了基因表达综合数据库中可用的小鼠芯片测序数据和单细胞测序数据。基于差异表达和上皮-间质转化相关基因,随机森林和蛋白质-蛋白质相互作用网络分析确定了用于预测组织扩张中皮肤再生的枢纽基因。还评估了细胞亚群的命运、枢纽基因在不同细胞类型中的表达及其通讯情况。

结果

整合素β5、原肌球蛋白1、分泌型卷曲相关蛋白-1、 和胰岛素样生长因子结合蛋白2这五个基因被确定对预测准确性影响最大。这些枢纽基因主要富集在Notch和磷酸肌醇3-激酶-AKT信号通路中。免疫细胞浸润分析进一步显示,扩张皮肤组中的肥大细胞浸润明显高于对照组。根据单细胞数据,扩张皮肤组中上皮细胞、干细胞和其他细胞类型之间的相互作用高于对照组。此外, 、 和 在所有上皮和干细胞亚群中均高表达。

结论

枢纽基因 及其相关信号通路,如Notch和Wnt信号通路以及在关键细胞亚群中的功能,突出了增强机械扩张下皮肤生长的潜在治疗策略。此外,肥大细胞的激活和浸润可能会触发扩张皮肤中的免疫反应,这需要进一步研究。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/b160/11655345/4e88b1faadd4/fimmu-15-1306353-g001.jpg

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