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肝细胞癌lncRNA介导的ceRNA网络的综合分析

Comprehensive analysis of lncRNA-mediated ceRNA networkfor hepatocellular carcinoma.

作者信息

Chen Weiqing, Chen Feihua, Gong Mouchun, Jin Zhaoqing, Shu Lilu, Wang Zhi-Wei, Wang Jianjiang

机构信息

First People's Hospital of Hangzhou Lin'an District, Affiliated Lin'an People's Hospital, Hangzhou Medical College, Hangzhou, China.

Department of Research and Development, Zhejiang Zhongwei Medical Research Center, Hangzhou, China.

出版信息

Front Oncol. 2022 Oct 21;12:1042928. doi: 10.3389/fonc.2022.1042928. eCollection 2022.

Abstract

BACKGROUND

Hepatocellular carcinoma (HCC) is a high-burden cancer. The molecular mechanism of HCC has not been fully elucidated. Notably, current research has revealed a significant function for long non-coding RNAs (lncRNAs) in the prognosis of patients with HCC. Here, this study aims to construct a regulated lncRNA-mediated ceRNA network and find biological targets for the treatment of HCC.

METHODS

Based on the RNA expression patterns from the TCGA, we did an analysis to determine which genes were expressed differently between liver tumor tissues and noncancerous tissues. Then, using bioinformatic tools, we built a lncRNA-miRNA-mRNA ceRNA network and used GO and KEGG functional analyses on the DEmRNAs connected to ceRNA networks. The main lncRNAs in the subnetwork were chosen, and we next looked at the relationships between these lncRNAs and the clinical characteristics of patients with HCC. The prognosis-related genes and immune cells were identified using Kaplan-Meier and Cox proportional hazard analyses, and CIBERSORT was utilized to separate the 22 immune cell types. CCK8 assay was performed to measure cell viability in HCC cells after lncRNA HOTTIP modulation.

RESULTS

Differentially expressed mRNA and lncRNAs in HCC and paracancerous tissues were identified. There are 245 lncRNAs, 126 miRNAs, and 1980 mRNAs that are expressed differently in liver tumour tissues than in noncancerous cells. Function analysis showed that mRNAs in ceRNA network were significantly enriched in G1/S transition of mototiv cell cycle, positive regulation of cell cycle process, hepatocellular carcinoma, and cancer related pathways. CD8 T cells and T follicular helper cells had a favourable link with a 0.65 correlation coefficient. Additionally, there was a strong correlation between Eosinophils, activated NK cells, and B memory cells. Strikingly, depletion of lncRNA HOTTIP inhibited viability of HCC cells. In addition, miR-205 upregulation suppressed viability of HCC cells, while miR-205 downregulation repressed viability of HCC cells. Notably, miR-205 depletion rescued HOTTIP depletion-mediated suppression of cell viability in HCC.

CONCLUSION

A ceRNA network was created by examining the lncRNA, miRNA, and mRNA expression profiles of liver tumours from the TCGA database. LncRNA HOTTIP promoted cell viability inhibition of miR-205 in HCC cells.

摘要

背景

肝细胞癌(HCC)是一种高负担癌症。HCC的分子机制尚未完全阐明。值得注意的是,目前的研究已经揭示了长链非编码RNA(lncRNAs)在HCC患者预后中的重要作用。在此,本研究旨在构建一个由lncRNA介导的调控ceRNA网络,并寻找HCC治疗的生物学靶点。

方法

基于来自TCGA的RNA表达模式,我们进行了分析以确定哪些基因在肝肿瘤组织和非癌组织之间表达不同。然后,使用生物信息学工具,我们构建了一个lncRNA-miRNA-mRNA ceRNA网络,并对与ceRNA网络相连的差异表达mRNA(DEmRNAs)进行了GO和KEGG功能分析。选择子网络中的主要lncRNAs,接下来我们研究了这些lncRNAs与HCC患者临床特征之间的关系。使用Kaplan-Meier和Cox比例风险分析确定预后相关基因和免疫细胞,并利用CIBERSORT分离22种免疫细胞类型。进行CCK8测定以测量lncRNA HOTTIP调节后HCC细胞的活力。

结果

鉴定出HCC和癌旁组织中差异表达的mRNA和lncRNAs。有245种lncRNAs、126种miRNAs和1980种mRNA在肝肿瘤组织中的表达与非癌细胞不同。功能分析表明,ceRNA网络中的mRNA在有丝分裂细胞周期的G1/S转换、细胞周期进程的正调控、肝细胞癌和癌症相关途径中显著富集。CD8 T细胞和滤泡辅助性T细胞的相关系数为0.65,呈正相关。此外,嗜酸性粒细胞、活化的自然杀伤细胞和B记忆细胞之间存在很强的相关性。引人注目的是,lncRNA HOTTIP的缺失抑制了HCC细胞的活力。此外,miR-205的上调抑制了HCC细胞的活力,而miR-205的下调则抑制了HCC细胞的活力。值得注意的是,miR-205的缺失挽救了HOTTIP缺失介导的HCC细胞活力抑制。

结论

通过检查TCGA数据库中肝肿瘤的lncRNA、miRNA和mRNA表达谱创建了一个ceRNA网络。lncRNA HOTTIP在HCC细胞中通过抑制miR-205促进细胞活力。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/eb86/9634570/063de0b1ca88/fonc-12-1042928-g001.jpg

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