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鉴定环状RNA-微小RNA-信使RNA网络以探索肺癌的潜在机制。

Identification of circRNA-miRNA-mRNA networks to explore underlying mechanism in lung cancer.

作者信息

Wang Yajie, Fu Yu

机构信息

Medical School, Kunming University of Science & Technology, #727 Jing Ming Nan Road, Chenggong County, Kunming, 650500 Yunnan China.

出版信息

Health Inf Sci Syst. 2024 Dec 13;13(1):5. doi: 10.1007/s13755-024-00318-2. eCollection 2025 Dec.

Abstract

BACKGROUND

Circular RNAs (circRNAs) are involved in the occurrence and development of various tumors. CircRNAs can act as competing endogenous RNAs (ceRNAs), which are important regulatory networks, by regulating microRNAs (miRNAs). However, the effects of ceRNA networks on lung cancer (LC), especially the circRNA-miRNA-mRNA regulatory network, remain incompletely understood. Therefore, the aim of this study was to explore novel ceRNA networks and their function and underlying mechanisms in LC.

METHODS

Six RNA expression datasets were obtained from the Gene Expression Omnibus microarray datasets (circRNA: GSE158695, GSE101684, GSE112214, and GSE101586; miRNA: GSE135918; mRNA: GSE98929). First, we constructed a circRNA-miRNA-mRNA ceRNA network in LC using Cytoscape. Second, we constructed a protein-protein interaction network using STRING and identified hub genes using CytoHubba. Functional analysis was performed using Gene Ontology (GO) and Kyoto Encyclopedia of Genes and Genomes (KEGG) to predict the potential function of the hub genes. Third, expression and survival analysis of the hub genes were performed to identify prognostic genes.

RESULTS

We constructed a ceRNA network including 18 circRNAs, 32 miRNAs, and 135 mRNAs, and identified 10 hub genes (, , , , , , , , , and ). Both GO and KEGG analyses revealed that the 10 hub genes were associated with several cancer‑related biological functions and pathways, including "oxygen levels", "nuclear division", and "HIF-1 signaling pathway". Five genes (, , , , and ) were associated with the prognosis of lung adenocarcinoma (LUAD), the most common histological type of LC.

CONCLUSION

Our study provides novel insights into the pathogenesis and therapy of LC from a ceRNA network perspective.

摘要

背景

环状RNA(circRNAs)参与多种肿瘤的发生发展。CircRNAs可作为竞争性内源性RNA(ceRNAs),通过调控微小RNA(miRNAs)发挥重要的调控网络作用。然而,ceRNA网络对肺癌(LC)的影响,尤其是circRNA-miRNA-mRNA调控网络,仍未完全明确。因此,本研究旨在探索LC中新型ceRNA网络及其功能和潜在机制。

方法

从基因表达综合微阵列数据集获取六个RNA表达数据集(circRNA:GSE158695、GSE101684、GSE112214和GSE101586;miRNA:GSE135918;mRNA:GSE98929)。首先,我们使用Cytoscape构建LC中的circRNA-miRNA-mRNA ceRNA网络。其次,我们使用STRING构建蛋白质-蛋白质相互作用网络,并使用CytoHubba鉴定枢纽基因。使用基因本体论(GO)和京都基因与基因组百科全书(KEGG)进行功能分析,以预测枢纽基因的潜在功能。第三,对枢纽基因进行表达和生存分析以鉴定预后基因。

结果

我们构建了一个包含18个circRNAs、32个miRNAs和135个mRNAs的ceRNA网络,并鉴定出10个枢纽基因(、、、、、、、、和)。GO和KEGG分析均显示,这10个枢纽基因与多种癌症相关的生物学功能和通路有关,包括“氧水平”、“核分裂”和“缺氧诱导因子-1信号通路”。五个基因(、、、、和)与肺腺癌(LUAD,LC最常见的组织学类型)的预后相关。

结论

我们的研究从ceRNA网络角度为LC的发病机制和治疗提供了新见解。

相似文献

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1
LGCDA: Predicting CircRNA-Disease Association Based on Fusion of Local and Global Features.LGCDA:基于局部和全局特征融合的 circRNA-疾病关联预测。
IEEE/ACM Trans Comput Biol Bioinform. 2024 Sep-Oct;21(5):1413-1422. doi: 10.1109/TCBB.2024.3387913. Epub 2024 Oct 9.
3
Challenges and opportunities for circRNA identification and delivery.环状 RNA 的鉴定与递送面临的挑战与机遇。
Crit Rev Biochem Mol Biol. 2023 Feb;58(1):19-35. doi: 10.1080/10409238.2023.2185764. Epub 2023 Mar 14.

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