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基于 RT-qPCR 和计算机分析评估 miR-302b-5p 在肝癌中的表达及其分子机制。

Evaluation of miR-302b-5p expression and molecular mechanism in hepatocellular carcinoma: Findings based on RT-qPCR and in silico analysis.

机构信息

Department of Pathophysiology, School of Pre-clinical Medicine, Guangxi Medical University, Nanning, 530021, Guangxi Zhuang Autonomous Region, PR China; Department of Cell Biology and Genetics, School of Pre-clinical Medicine, Guangxi Medical University, Nanning, 530021, Guangxi Zhuang Autonomous Region, PR China.

Department of Pathophysiology, School of Pre-clinical Medicine, Guangxi Medical University, Nanning, 530021, Guangxi Zhuang Autonomous Region, PR China.

出版信息

Pathol Res Pract. 2019 Jul;215(7):152424. doi: 10.1016/j.prp.2019.04.016. Epub 2019 Apr 29.

Abstract

BACKGROUND AND AIM

Extensive research has revealed that microRNAs (miRNAs) play a principle role in cancer, and miRNAs associated with specific cancers have also been identified. The role of microRNA (miR)-302b-5p, which is one of the miRNAs reported in association with cancer, in hepatocellular carcinoma (HCC) is still unclear. Thus, the present study aimed to reveal the expression and potential molecule mechanism of miR-302b-5p in HCC.

METHODS

An extensive meta-analysis of data from real-time reverse transcription quantitative polymerase chain reaction (RT-qPCR), Gene Expression Omnibus and ArrayExpress microarrays was used to determine the expression of miR-302b-5p in HCC tissue samples and non-cancerous liver tissue samples. The sensitivity and specificity of miR-302b-5p as an indicator of HCC was estimated by plotting the receiver operating characteristic (ROC) and summarized ROC (sROC). Gene Ontology and Kyoto Encyclopedia of Genes and Genomes pathway analyses were employed to unravel the molecular mechanisms and biological functions of miR-302b-5p in HCC. Further, the putative target genes of miR-302b-5p were harvested based on the predicted genes and differentially expressed genes in HCC. Finally, the protein-protein interaction (PPI) network was built to determine the hub genes.

RESULTS

According to the RT-qPCR results, the expression of miR-302b-5p was pronouncedly decreased in 39 HCC tissue samples as compared to 39 non-cancerous liver tissue samples. The standard mean difference (SMD) values of all the samples used in the meta-analysis also indicated lower miR-302b-5p expression in the 558 HCC tissue samples than in the 286 non-cancerous liver tissue samples. ROC and sROC analyses showed that miR-302b-5p had good specificity and sensitivity for distinguishing HCC tissue from non-cancerous liver tissue. Bioinformatics analyses identified 227 putative genes, and these genes were evidently enriched in the processes of organelle fission, chromosome and chromatin binding and were centralized in a "lysosome" pathway. The PPI network indicated that DNA topoisomerase II alpha (TOP2 A) was the most prominent hub gene of miR-302b-5p in HCC. Interestingly, according to the TCGA and Genotype-Tissue Expression databases, the mRNA and protein expression of TOP2 A were both elevated in HCC tissue samples as compared to non-cancerous liver tissue samples, and the overall survival and disease-free survival revealed that a high level of TOP2 A might reflect poor HCC outcome.

CONCLUSIONS

Our findings indicate that miR-302b-5p might suppress HCC progression, and TOP2 A might be a potential target of miR-302b-5p in HCC. However, in-depth in vivo and in vitro experiments are required to verify these findings and explore the mechanisms involved.

摘要

背景与目的

大量研究表明,微小 RNA(miRNA)在癌症中发挥着重要作用,并且已经确定了与特定癌症相关的 miRNA。miR-302b-5p 是与癌症相关的 miRNA 之一,但其在肝细胞癌(HCC)中的作用尚不清楚。因此,本研究旨在揭示 miR-302b-5p 在 HCC 中的表达及其潜在的分子机制。

方法

通过实时逆转录定量聚合酶链反应(RT-qPCR)、Gene Expression Omnibus 和 ArrayExpress 微阵列的广泛荟萃分析,确定 miR-302b-5p 在 HCC 组织样本和非癌性肝组织样本中的表达。通过绘制接收器工作特征(ROC)和汇总 ROC(sROC)曲线,评估 miR-302b-5p 作为 HCC 标志物的敏感性和特异性。基因本体论和京都基因与基因组百科全书通路分析用于揭示 miR-302b-5p 在 HCC 中的分子机制和生物学功能。进一步,根据 HCC 中的预测基因和差异表达基因,获取 miR-302b-5p 的假定靶基因。最后,构建蛋白质-蛋白质相互作用(PPI)网络以确定枢纽基因。

结果

根据 RT-qPCR 结果,与 39 例非癌性肝组织样本相比,39 例 HCC 组织样本中 miR-302b-5p 的表达明显降低。荟萃分析中使用的所有样本的标准均数差(SMD)值也表明,在 558 例 HCC 组织样本中 miR-302b-5p 的表达低于 286 例非癌性肝组织样本。ROC 和 sROC 分析表明,miR-302b-5p 区分 HCC 组织与非癌性肝组织具有良好的特异性和敏感性。生物信息学分析鉴定出 227 个假定基因,这些基因在细胞器分裂、染色体和染色质结合过程中明显富集,并集中在“溶酶体”途径中。PPI 网络表明,拓扑异构酶 IIα(TOP2A)是 miR-302b-5p 在 HCC 中的最显著枢纽基因。有趣的是,根据 TCGA 和基因型-组织表达数据库,TOP2A 的 mRNA 和蛋白表达在 HCC 组织样本中均高于非癌性肝组织样本,并且总体生存和无病生存表明,TOP2A 水平较高可能反映了 HCC 预后不良。

结论

我们的研究结果表明,miR-302b-5p 可能抑制 HCC 进展,而 TOP2A 可能是 miR-302b-5p 在 HCC 中的潜在靶标。然而,需要深入的体内和体外实验来验证这些发现并探讨所涉及的机制。

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