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通过基因表达谱的生物信息学分析鉴定扩张型心肌病潜在的分子机制。

Identification of the molecular mechanisms underlying dilated cardiomyopathy via bioinformatic analysis of gene expression profiles.

作者信息

Zhang Hu, Yu Zhuo, He Jianchao, Hua Baotong, Zhang Guiming

机构信息

Department of Cardiaovascular Surgery, The First Affiliated Hospital of Kunming Medical University, Kunming, Yunnan 650032, P.R. China.

Department of Cardiology, The First Affiliated Hospital of Kunming Medical University, Kunming, Yunnan 650032, P.R. China.

出版信息

Exp Ther Med. 2017 Jan;13(1):273-279. doi: 10.3892/etm.2016.3953. Epub 2016 Dec 5.

Abstract

In the present study, gene expression profiles of patients with dilated cardiomyopathy (DCM) were re-analyzed with bioinformatics tools to investigate the molecular mechanisms underlying DCM. Gene expression dataset GSE3585 was downloaded from Gene Expression Omnibus, which included seven heart biopsy samples obtained from patients with DCM and five healthy controls. Differential analysis was performed using a Limma package in R to screen for differentially expressed genes (DEGs). Functional enrichment analysis was subsequently conducted for DEGs using the Database for Annotation, Visualization and Integration Discovery. A protein-protein interaction (PPI) network was constructed using information from Search Tool for the Retrieval of Interacting Genes software. A total of 89 DEGs were identified in the patients with DCM, including 67 upregulated and 22 downregulated genes. Functional enrichment analysis demonstrated that the downregulated genes predominantly encoded chromosomal proteins and transport-related proteins, which were significantly associated with the biological processes of 'nucleosome assembly', 'chromatin assembly', 'protein-DNA complex assembly', 'nucleosome organization' and 'DNA packaging' (H1 histone family member 0, histone cluster 1 H1c, histone cluster 1 H2bd and H2A histone family member Z). The upregulated genes detected in the present study encoded secreted proteins or phosphotransferase, which were associated with biological processes including 'cell adhesion' [connective tissue growth factor (CTGF)], 'skeletal system development' [CTGF and insulin-like growth factor binding protein 3 (IGFBP3)], 'muscle organ development' (SMAD7) and 'regulation of cell migration' [SMAD7, IGFBP3 and insulin receptor (INSR)]. Notably, signal transducer and activator of transcription 3, SMAD7, INSR, CTGF, exportin 1, IGFBP3 and phosphatidylinositol-4,5-bisphosphate 3-kinase, catalytic subunit alpha were hub nodes with the higher degree in the PPI network. Therefore, the results of the present study suggested that DEGs may alter the biological processes of 'nucleosome formation', 'cell adhesion', 'skeletal system development', 'muscle organ development' and 'regulation of cell migration' in the development of DCM.

摘要

在本研究中,利用生物信息学工具对扩张型心肌病(DCM)患者的基因表达谱进行了重新分析,以探究DCM潜在的分子机制。从基因表达综合数据库下载了基因表达数据集GSE3585,其中包括7例取自DCM患者的心脏活检样本和5例健康对照。使用R语言中的Limma软件包进行差异分析,以筛选差异表达基因(DEG)。随后使用注释、可视化与集成发现数据库对DEG进行功能富集分析。利用相互作用基因检索工具软件中的信息构建了蛋白质-蛋白质相互作用(PPI)网络。在DCM患者中共鉴定出89个DEG,包括67个上调基因和22个下调基因。功能富集分析表明,下调基因主要编码染色体蛋白和转运相关蛋白,这些蛋白与“核小体组装”“染色质组装”“蛋白质-DNA复合物组装”“核小体组织”和“DNA包装”等生物学过程显著相关(H1组蛋白家族成员0、组蛋白簇1 H1c、组蛋白簇1 H2bd和H2A组蛋白家族成员Z)。本研究中检测到的上调基因编码分泌蛋白或磷酸转移酶,并与包括“细胞黏附”[结缔组织生长因子(CTGF)]、“骨骼系统发育”[CTGF和胰岛素样生长因子结合蛋白3(IGFBP3)]、“肌肉器官发育”(SMAD7)和“细胞迁移调控”[SMAD7、IGFBP3和胰岛素受体(INSR)]等生物学过程相关。值得注意的是,信号转导和转录激活因子3、SMAD7、INSR、CTGF、输出蛋白1、IGFBP3和磷脂酰肌醇-4,5-二磷酸3-激酶催化亚基α是PPI网络中度数较高的枢纽节点。因此,本研究结果表明,DEG可能在DCM的发生发展过程中改变“核小体形成”“细胞黏附”“骨骼系统发育”“肌肉器官发育”和“细胞迁移调控”等生物学过程。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/ef1f/5245080/ab990902cb74/etm-13-01-0273-g00.jpg

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