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运用生物信息学方法鉴定恶性胸膜间皮瘤相关基因和通路。

Identification of genes and pathways involved in malignant pleural mesothelioma using bioinformatics methods.

机构信息

Department of Thoracic Surgery, Xuanwu Hospital, Capital Medical University, 45 Changchun Street, Beijing, 100053, China.

出版信息

BMC Med Genomics. 2021 Apr 13;14(1):104. doi: 10.1186/s12920-021-00954-7.

Abstract

BACKGROUND

Malignant pleural mesothelioma (MPM) is a rare tumor in the pleura. This study was carried out to identify key genes and pathways that may be involved in MPM.

METHODS

Microarray datasets GSE51024 and GSE2549 were analyzed for differentially expressed genes (DEGs) between normal and MPM tissues. The identified DEGs were subjected to functional analyses using bioinformatics tools.

RESULTS

A total of 276 DEGs were identified, consisting of 187 downregulated and 79 upregulated genes. Gene ontology and Kyoto encyclopedia of genes and genomes pathway enrichment analysis indicated that the DEGs were enriched in extracellular structure organization, extracellular matrix, and ECM-receptor interaction. Due to high degree of connectivity among 24 hub genes, EZH2 and HMMR are likely to play roles in the carcinogenesis and progression of MPM. The two genes were found over-expressed in MPM tissues. Patients with elevated EZH2 and HMMR expressions had poor overall survival.

CONCLUSIONS

EZH2 and HMMR are identified to be the hub genes for MPM and they may be further characterized to better understand the molecular mechanisms underlying the carcinogenesis of MPM.

摘要

背景

恶性胸膜间皮瘤(MPM)是一种罕见的胸膜肿瘤。本研究旨在鉴定可能参与 MPM 的关键基因和通路。

方法

对 GSE51024 和 GSE2549 微阵列数据集进行分析,以鉴定正常和 MPM 组织之间的差异表达基因(DEGs)。使用生物信息学工具对鉴定出的 DEGs 进行功能分析。

结果

共鉴定出 276 个 DEGs,包括 187 个下调基因和 79 个上调基因。基因本体和京都基因与基因组百科全书通路富集分析表明,DEGs 富集在外细胞结构组织、细胞外基质和 ECM-受体相互作用中。由于 24 个枢纽基因之间存在高度连接性,EZH2 和 HMMR 可能在 MPM 的发生和发展中发挥作用。这两个基因在 MPM 组织中表达上调。EZH2 和 HMMR 表达升高的患者总生存期较差。

结论

EZH2 和 HMMR 被确定为 MPM 的枢纽基因,它们可能进一步表征,以更好地理解 MPM 致癌发生的分子机制。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/571b/8045401/f65683fd7575/12920_2021_954_Fig1_HTML.jpg

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