Novel Prognostic Biomarkers for Cervical Squamous Cell Carcinoma and Endocervical Adenocarcinoma (CESC) Patients via Analysis of Competing Endogenous RNA (ceRNA) Network.

4区 医学 Q3 Medicine Disease Markers Pub Date : 2023-02-08 eCollection Date: 2023-01-01 DOI:10.1155/2023/1766080
Yanru Dong, Weibo Wen, Tiezheng Yuan, Lan Liu, Xiangdan Li
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引用次数: 2

Abstract

Background: Cervical squamous cell carcinoma and endocervical adenocarcinoma (CESC) is a common malignant gynecological cancer. The ceRNA networks play important roles in many tumors, while RILPL2-related ceRNA network has been seldom studied in CESC.

Methods: All CESC data was obtained from TCGA database. Differentially expressed RNAs and predicted target RNAs were cross analyzed to construct ceRNA network. RNA and clinicopathological characteristics' influence on overall survival (OS) were determined by univariate and multivariate Cox regression analyses. Lasso regression was used to construct the prediction model. Coexpression analysis was performed to explore the association of gene expression with CESC. This was followed by an experimental validation based on these results.

Results: Between high and low RILPL2 expression CESC patients, totally 1227 DEmRNAs, 39 DEmiRNAs, and 1544 DElncRNAs were identified. After multiple cross analyses, 1 miRNA hsa-miR-1293, 20 mRNAs, and 43 lncRNAs were maintained to construct ceRNA network. CADM3-AS1, LINC00092, and ZNF667-AS1 in ceRNA network were significantly associated with the OS of CESC patients, and patients with low expression of these lncRNAs had worse prognosis. Significant lower expressions of these lncRNAs were also observed in CESC cell line compared with normal cell line.

Conclusion: Low expressions of CADM3-AS1, LINC00092, and ZNF667-AS1 in ceRNA network were probably promising poor prognostic biomarkers for CESC patients. The genes show a prospective research area for CESC-targeted treatment in the future.

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通过竞争内源性RNA(ceRNA)网络分析宫颈鳞状细胞癌和子宫内膜腺癌(CESC)患者的新预后生物标志物。
背景:宫颈鳞状细胞癌和宫颈腺癌(CESC)是癌症常见的恶性肿瘤。ceRNA网络在许多肿瘤中发挥着重要作用,而RILPL2相关的ceRNA网络很少在CESC中进行研究。方法:所有CESC数据均来自TCGA数据库。对差异表达的RNA和预测的靶RNA进行交叉分析,构建ceRNA网络。通过单变量和多变量Cox回归分析确定RNA和临床病理特征对总生存率(OS)的影响。采用Lasso回归方法构建预测模型。共表达分析旨在探讨基因表达与CESC的关系。随后根据这些结果进行了实验验证。结果:在高和低RILPL2表达的CESC患者中,共鉴定出1227个DEmRNA、39个DEmiRNA和1544个DElncRNA。经过多次交叉分析,维持了1个miRNA hsa-miR-1293、20个mRNA和43个lncRNA来构建ceRNA网络。ceRNA网络中的CADM3-AS1、LINC00092和ZNF667-AS1与CESC患者的OS显著相关,这些lncRNA低表达的患者预后较差。与正常细胞系相比,在CESC细胞系中也观察到这些lncRNA的表达显著降低。结论:CADM3-AS1、LINC00092和ZNF667-AS1在ceRNA网络中的低表达可能是CESC患者预后较差的生物标志物。这些基因显示了未来CESC靶向治疗的前瞻性研究领域。
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来源期刊
Disease Markers
Disease Markers 医学-病理学
自引率
0.00%
发文量
792
审稿时长
6-12 weeks
期刊介绍: Disease Markers is a peer-reviewed, Open Access journal that publishes original research articles, review articles, and clinical studies related to the identification of disease markers, the elucidation of their role and mechanism, as well as their application in the prognosis, diagnosis and treatment of diseases.
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