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采用整合生物信息学分析鉴定与宫颈癌相关的关键异常甲基化和差异表达基因。

Identification of crucial aberrantly methylated and differentially expressed genes related to cervical cancer using an integrated bioinformatics analysis.

机构信息

Department of Gynecology, The First Affiliated Hospital of Nanjing Medical University, Nanjing, China.

State Key Laboratory of Reproductive Medicine, Center for Global Health, School of Public Health, Nanjing Medical University, Nanjing, China.

出版信息

Biosci Rep. 2020 May 29;40(5). doi: 10.1042/BSR20194365.

DOI:10.1042/BSR20194365
PMID:32368784
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC7218222/
Abstract

Methylation functions in the pathogenesis of cervical cancer. In the present study, we applied an integrated bioinformatics analysis to identify the aberrantly methylated and differentially expressed genes (DEGS), and their related pathways in cervical cancer. Data of gene expression microarrays (GSE9750) and gene methylation microarrays (GSE46306) were gained from Gene Expression Omnibus (GEO) databases. Hub genes were identified by 'limma' packages and Venn diagram tool. Functional analysis was conducted by FunRich. Search Tool for the Retrieval of Interacting Genes Database (STRING) was used to analyze protein-protein interaction (PPI) information. Gene Expression Profiling Interactive Analysis (GEPIA), immunohistochemistry staining, and ROC curve analysis were conducted for validation. Gene Set Enrichment Analysis (GSEA) was also performed to identify potential functions.We retrieved two upregulated-hypomethylated oncogenes and eight downregulated-hypermethylated tumor suppressor genes (TSGs) for functional analysis. Hypomethylated and highly expressed genes (Hypo-HGs) were significantly enriched in cell cycle and autophagy, and hypermethylated and lowly expressed genes (Hyper-LGs) in estrogen receptor pathway and Wnt/β-catenin signaling pathway. Estrogen receptor 1 (ESR1), Erythrocyte membrane protein band 4.1 like 3 (EPB41L3), Endothelin receptor B (EDNRB), Inhibitor of DNA binding 4 (ID4) and placenta-specific 8 (PLAC8) were hub genes. Kaplan-Meier method was used to evaluate survival data of each identified gene. Lower expression levels of ESR1 and EPB41L3 were correlated with a shorter survival time. GSEA results showed that 'cell adhesion molecules' was the most enriched item. This research inferred the candidate genes and pathways that might be used in the diagnosis, treatment, and prognosis of cervical cancer.

摘要

甲基化在宫颈癌的发病机制中起作用。在本研究中,我们应用整合的生物信息学分析方法来鉴定宫颈癌中异常甲基化和差异表达的基因(DEGS)及其相关通路。从基因表达综合数据库(GEO)数据库中获得基因表达微阵列(GSE9750)和基因甲基化微阵列(GSE46306)的数据。通过 'limma' 包和 Venn 图工具鉴定枢纽基因。通过 FunRich 进行功能分析。使用搜索工具检索相互作用基因数据库(STRING)来分析蛋白质-蛋白质相互作用(PPI)信息。进行基因表达谱交互式分析(GEPIA)、免疫组织化学染色和 ROC 曲线分析进行验证。还进行了基因集富集分析(GSEA)以鉴定潜在功能。我们进行了功能分析,鉴定了两个上调-低甲基化的癌基因和八个下调-高甲基化的肿瘤抑制基因(TSGs)。低甲基化和高表达基因(Hypo-HGs)显著富集在细胞周期和自噬中,而高甲基化和低表达基因(Hyper-LGs)则富集在雌激素受体途径和 Wnt/β-catenin 信号通路中。雌激素受体 1(ESR1)、红细胞膜蛋白带 4.1 样 3(EPB41L3)、内皮素受体 B(EDNRB)、DNA 结合抑制因子 4(ID4)和胎盘特异性 8(PLAC8)是枢纽基因。Kaplan-Meier 法用于评估每个鉴定基因的生存数据。ESR1 和 EPB41L3 的低表达水平与较短的生存时间相关。GSEA 结果表明,“细胞黏附分子”是最富集的项目。本研究推断了可能用于宫颈癌的诊断、治疗和预后的候选基因和通路。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/7a80/7218222/7e6d375f34ed/bsr-40-bsr20194365-g8.jpg
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https://cdn.ncbi.nlm.nih.gov/pmc/blobs/7a80/7218222/b6985ec407cb/bsr-40-bsr20194365-g5.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/7a80/7218222/0c7a9e5bb5f5/bsr-40-bsr20194365-g6.jpg
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