识别瘢痕疙瘩中 Anoikis 相关基因的模式特征

IF 5.8 3区 医学 Q1 DERMATOLOGY
Ruxin Xie, Chenyu Li, Jiao Yun, Shiwei Zhang, Ai Zhong, Ying Cen, Zhengyong Li, Junjie Chen
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引用次数: 0

摘要

目的:细胞凋亡(anoikis)是一种程序性细胞死亡,当细胞与细胞之间或细胞与基质之间失去联系时就会引发细胞凋亡。然而,还没有人研究过瘢痕疙瘩(KD)中anoikis相关基因(ARGs)的潜在价值:方法:我们从GEO下载了三个瘢痕疙瘩成纤维细胞(KF)RNA-seq数据集,并通过搜索GeneCards数据库和PubMed文章获得了338个ARGs。利用 WGCNA 构建共表达网络,获得与 KF 相关的 ARGs。采用LASSO-Cox方法筛选枢纽ARGs并构建最佳预测模型。然后,我们使用 GEO 单细胞测序数据集来验证枢纽基因的表达。我们使用全 RNA 测序进行基因水平验证,并分析了 KD 免疫浸润与 anoikis 之间的相关性:我们的研究首次全面分析了ARGs在KD中的作用。LASSO回归分析确定了六个枢纽ARGs(HIF1A、SEMA7A、SESN1、CASP3、LAMA3和SIK2)。大量 miRNA 参与了枢纽 ARGs 的调控。此外,相关分析表明,ARGs 与 KD 患者多种免疫细胞的浸润水平显著相关。创新 我们探讨了KD中ARGs的表达特点,这对确定KD的分子通路和机制极为重要:本研究为揭示 ARGs 在 KD 发病机制中的特征提供了有益的参考。已发现的枢纽基因可为患者提供潜在的治疗靶点。本研究为个体化治疗和免疫治疗提供了新思路。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Identifying the Pattern Characteristics of Anoikis-Related Genes in Keloid.

Objective: Anoikis is a kind of programmed cell death that is triggered when cells lose contact with each other or with the matrix. However, the potential value of anoikis-related genes (ARGs) in keloid (KD) has not been investigated. Approach: We downloaded three keloid fibroblast (KF) RNA sequencing (RNA-seq) datasets from the Gene Expression Omnibus (GEO) and obtained 338 ARGs from a search of the GeneCards database and PubMed articles. Weighted correlation network analysis was used to construct the coexpression network and obtain the KF-related ARGs. The LASSO-Cox method was used to screen the hub ARGs and construct the best prediction model. Then, GEO single-cell sequencing datasets were used to verify the expression of hub genes. We used whole RNA-seq for gene-level validation and the correlation between KD immune infiltration and anoikis. Results: Our study comprehensively analyzed the role of ARGs in KD for the first time. The least absolute shrinkage and selection operator (LASSO) regression analysis identified six hub ARGs (HIF1A, SEMA7A, SESN1, CASP3, LAMA3, and SIK2). A large number of miRNAs participate in the regulation of hub ARGs. In addition, correlation analysis revealed that ARGs were significantly correlated with the infiltration levels of multiple immune cells in patients with KD. Innovation: We explored the expression characteristics of ARGs in KD, which is extremely important for determining the molecular pathways and mechanisms underlying KD. Conclusions: This study provides a useful reference for revealing the characteristics of ARGs in the pathogenesis of KD. The identified hub genes may provide potential therapeutic targets for patients. This study provides new ideas for individualized therapy and immunotherapy.

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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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