Differential Analysis of IncRNAs and mRNAs Expression in HCC and the Predictive Value of lncRNAs.

IF 2.1 4区 医学 Q3 TOXICOLOGY
Lei Shi, Qi Wang, Jie Lv, Qin Liu, Jiao Wu
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引用次数: 2

Abstract

Background: Hepatocellular carcinoma (HCC) is the fourth leading cause of cancer-related death. However, the molecular mechanism of its pathogenesis is still unclear. This study analyzed the pathophysiology of HCC based on the perspective of lncRNAs and mRNAs expression to find effective diagnostic strategies and prognostic markers.

Methods: Data for HCC patients and normal controls were downloaded from the GEO and TCGA databases. LncRNAs and mRNAs differentially expressed in HCC patients were screened by R language (3.6.0). The ROC curves of the ten lncRNAs with the most significant expression differences were drawn, and survival analysis was conducted. Then, the differentially expressed mRNAs were annotated by using GO and KEGG databases. The protein-protein interactions in the lncRNA-mRNA coexpression network were analyzed with the STRING database. Tissue and cell experiments were performed to verify the results of bioinformatics analysis.

Results: A large number of differentially expressed lncRNAs and mRNAs in HCC were correlated. Four lncRNAs were significantly associated with the prognosis of HCC patients. These differentially expressed lncRNAs mainly regulated the proliferation and lipid metabolism of HCC. Cell experiments confirmed that lnc-MMADHC-5 could inhibit the development of HCC.

Conclusion: lncRNAs regulated the proliferation and lipid metabolism of HCC. Lnc-APBB1-1, lnc-FBXO42-1, lnc-JAKMIP2-1, and lnc-MMADHC-5 might be prognostic markers for HCC. Lnc-MMADHC-5 could inhibit the development of HCC.

HCC中incrna和mrna表达差异分析及lncrna的预测价值
背景:肝细胞癌(HCC)是癌症相关死亡的第四大原因。然而,其发病的分子机制尚不清楚。本研究从lncRNAs和mrna表达角度分析HCC的病理生理,寻找有效的诊断策略和预后标志物。方法:从GEO和TCGA数据库中下载HCC患者和正常人的数据。采用R语言筛选HCC患者中差异表达的lncrna和mrna(3.6.0)。绘制表达差异最显著的10个lncrna的ROC曲线,并进行生存分析。然后,使用GO和KEGG数据库对差异表达的mrna进行注释。利用STRING数据库分析lncRNA-mRNA共表达网络中蛋白-蛋白相互作用。组织和细胞实验验证了生物信息学分析的结果。结果:HCC中大量差异表达的lncrna和mrna存在相关性。4种lncrna与HCC患者预后显著相关。这些差异表达的lncrna主要调控HCC的增殖和脂质代谢。细胞实验证实lnc-MMADHC-5能够抑制HCC的发展。结论:lncRNAs可调节肝癌细胞的增殖和脂质代谢。Lnc-APBB1-1、lnc-FBXO42-1、lnc-JAKMIP2-1和lnc-MMADHC-5可能是HCC的预后标志物。Lnc-MMADHC-5可以抑制HCC的发展。
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来源期刊
CiteScore
3.80
自引率
0.00%
发文量
20
审稿时长
>12 weeks
期刊介绍: The Journal of Environmental Pathology, Toxicology and Oncology publishes original research and reviews of factors and conditions that affect human and animal carcinogensis. Scientists in various fields of biological research, such as toxicologists, chemists, immunologists, pharmacologists, oncologists, pneumologists, and industrial technologists, will find this journal useful in their research on the interface between the environment, humans, and animals.
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