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宫颈癌中与肿瘤分期相关的ceRNA调控网络的综合分析

Integrated Analysis of ceRNA Regulatory Network Associated With Tumor Stage in Cervical Cancer.

作者信息

Ma Xiaojie, Zhang Qian, Du Jiayu, Tang Jie, Tan Bangxian

机构信息

North Sichuan Medical College, Nanchong, China.

Department of Oncology, Affiliated Hospital of North Sichuan Medical College, Nanchong, China.

出版信息

Front Genet. 2021 Mar 23;12:618753. doi: 10.3389/fgene.2021.618753. eCollection 2021.

Abstract

OBJECTIVE

To analyze the abnormally expressed genes involved in cervical cancer occurrence and development.

MATERIALS AND METHODS

Integrated bioinformatics methods were used to analyze differentially expressed (DE) RNAs, including mRNAs, microRNAs (miRNAs), and long non-coding RNAs (lncRNAs), in stage I, II, III, and IV cervical cancer patients from the TCGA database to fully reveal the dynamic changes caused by cervical cancer.

RESULTS

First, DE RNAs in cervical cancer tissues from stage I, II, III, and IV patients and normal cervical tissues were identified and divided into different profiles. Several DE RNA profiles were down-regulated or up-regulated in stage I, III, and IV patients. GO and KEGG analysis of DE mRNA profile 1, 2, 4, 5, 6 and 22 which were significantly down-regulated or up-regulated showed that DE mRNAs are involved in cell division, DNA replication, cell adhesion, the positive and negative regulation of RNA polymerase ll promoter transcription. Besides, DE RNA profiles with significant differences in patient stages were analyzed to perform a competing endogenous RNA (ceRNA) regulatory network of lncRNA, miRNA, and mRNA. The protein-protein interaction (PPI) network of DE mRNAs in the ceRNA regulatory network was also constructed. The network had nine central genes (up-regulated genes: CDKN2A, GSK3B, BIRC5, CYCS, MAD2L1; down-regulated genes: PTEN, FOXO3, CCND2, TGFBR2). Survival analysis found that 5 lncRNAs, 9 mRNAs, and 4 miRNAs can be used as prognostic indicators of cervical cancer. Finally, combined with cluster analysis results, we further screened 2 DE RNAs (AMZ2P1 and HDAC5) using clinical samples, suggesting that AMZ2P1, and HDAC5 may act as diagnostic biomarkers for the development of cervical cancer.

CONCLUSION

This research provides new effective targets and reliable biological markers for the diagnosis and prognosis of cervical cancer.

摘要

目的

分析参与宫颈癌发生发展的异常表达基因。

材料与方法

运用综合生物信息学方法,对来自TCGA数据库的I、II、III和IV期宫颈癌患者及正常宫颈组织中的差异表达(DE)RNAs进行分析,包括mRNA、微小RNA(miRNA)和长链非编码RNA(lncRNA),以全面揭示宫颈癌引起的动态变化。

结果

首先,鉴定了I、II、III和IV期患者宫颈癌组织及正常宫颈组织中的DE RNAs,并将其分为不同的图谱。在I、III和IV期患者中,有几种DE RNA图谱下调或上调。对显著下调或上调的DE mRNA图谱1、2、4、5、6和22进行GO和KEGG分析表明,DE mRNAs参与细胞分裂、DNA复制、细胞黏附、RNA聚合酶II启动子转录的正负调控。此外,分析患者分期有显著差异的DE RNA图谱,构建lncRNA、miRNA和mRNA的竞争性内源RNA(ceRNA)调控网络。还构建了ceRNA调控网络中DE mRNAs的蛋白质-蛋白质相互作用(PPI)网络。该网络有9个中心基因(上调基因:CDKN2A、GSK3B、BIRC5、CYCS、MAD2L1;下调基因:PTEN、FOXO3、CCND2、TGFBR2)。生存分析发现,5种lncRNAs、9种mRNAs和4种miRNAs可作为宫颈癌的预后指标。最后,结合聚类分析结果,利用临床样本进一步筛选出2种DE RNAs(AMZ2P1和HDAC5),提示AMZ2P1和HDAC5可能作为宫颈癌发生发展的诊断生物标志物。

结论

本研究为宫颈癌的诊断和预后提供了新的有效靶点和可靠的生物标志物。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/3c90/8021857/707ecd9e8dd7/fgene-12-618753-g001.jpg

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