New insights into potential biomarkers and their roles in biological processes associated with hepatitis C-related liver cirrhosis by hepatic RNA-seq-based transcriptome profiling

IF 2.5 4区 医学 Q3 VIROLOGY Virus research Pub Date : 2024-09-10 DOI:10.1016/j.virusres.2024.199457
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Abstract

Chronic hepatitis C virus infection is a major cause of mortality due to liver cirrhosis globally. Despite the advances in recent therapeutic strategies, there is yet a high burden of HCV-related cirrhosis worldwide concerning low coverage of newly developed antiviral therapies, insufficient validity of the current diagnostic methods for cirrhosis, and incomplete understanding of the pathogenesis in this stage of liver disease. Hence we aimed to clarify the molecular events in HCV-related cirrhosis and identify a liver-specific gene signature to potentially improve diagnosis and prognosis of the disease.

Through RNA-seq transcriptome profiling of liver samples of Iranian patients with HCV-related cirrhosis, the differentially expressed genes (DEGs) were identified and subjected to functional annotation including biological process (BP) and molecular function (MF) analysis and also KEGG pathway enrichment analysis. Furthermore, the validation of RNA-seq data was investigated for seven candidate genes using qRT-PCR. Moreover, the diagnostic and prognostic power of validated DEGs were analyzed in both forms of individual DEG and combined biomarkers through receiver operating characteristic (ROC) analysis. Finally, we explored the pair-wise correlation of these six validated DEGs in a new approach.

We identified 838 significant DEGs (padj ˂0.05) enriching 375 and 15 significant terms subjected to BP and MF, respectively (false discovery rate ˂ 0.01) and 46 significant pathways (p-value ˂ 0.05). Most of these biological processes and pathways were related to inflammation, immune responses, and cellular processes participating somewhat in the pathogenesis of liver disease. Interestingly, some neurological-associated genes and pathways were involved in HCV cirrhosis-related neuropsychiatric disorders. Out of seven candidate genes, six DEGs, including inflammation-related genes ISLR, LTB, ZAP70, KLRB1, and neuronal-related genes MOXD1 and Slitrk3 were significantly confirmed by qRT-PCR. There was a close agreement in the expression change results between RNA-seq and qRT-PCR for our candidate genes except for SAA2-SAA4 (P= 0.8). High validity and reproducibility of six novel DEGs as diagnostic and prognostic biomarkers were observed. We also found several pair-wise correlations between validated DEGs.

Our findings indicate that the six genes LTB, ZAP70, KLRB1, ISLR, MOXD1, and Slitrk3 could stand as promising biomarkers for diagnosing of HCV-related cirrhosis. However, further studies are recommended to validate the diagnostic potential of these biomarkers and evaluate their capability as targets for the prevention and treatment of cirrhosis disease.

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通过基于肝脏 RNA-seq 的转录组图谱分析,对丙型肝炎相关肝硬化的潜在生物标记物及其在生物过程中的作用有了新的认识。
慢性丙型肝炎病毒感染是全球肝硬化致死的主要原因。尽管最近的治疗策略取得了进展,但由于新开发的抗病毒疗法覆盖率低、目前的肝硬化诊断方法有效性不足以及对这一阶段肝病发病机制的了解不全面,全球范围内与 HCV 相关的肝硬化负担仍然很重。因此,我们旨在阐明HCV相关肝硬化的分子事件,并确定肝脏特异性基因特征,从而改善该疾病的诊断和预后。通过对伊朗 HCV 相关肝硬化患者的肝脏样本进行 RNA-seq 转录组分析,确定了差异表达基因(DEGs),并对其进行了功能注释,包括生物过程(BP)和分子功能(MF)分析以及 KEGG 通路富集分析。此外,还利用 qRT-PCR 对七个候选基因的 RNA-seq 数据进行了验证。此外,我们还通过接收者操作特征(ROC)分析法,分析了已验证的 DEGs 在单个 DEG 和组合生物标志物两种形式下的诊断和预后能力。最后,我们采用一种新方法探讨了这六个已验证 DEGs 的配对相关性。我们发现了 838 个重要的 DEGs(padj ˂0.05),分别丰富了 375 个和 15 个经 BP 和 MF 检验的重要术语(误发现率 ˂0.01)以及 46 个重要通路(p 值 ˂0.05)。这些生物过程和通路大多与炎症、免疫反应以及在一定程度上参与肝病发病机制的细胞过程有关。有趣的是,一些与神经系统相关的基因和通路参与了与HCV肝硬化相关的神经精神疾病。在 7 个候选基因中,6 个 DEGs(包括炎症相关基因 ISLR、LTB、ZAP70、KLRB1,以及神经元相关基因 MOXD1 和 Slitrk3)通过 qRT-PCR 得到了显著证实。除SAA2-SAA4(P= 0.8)外,RNA-seq和qRT-PCR对候选基因的表达变化结果非常一致。我们观察到六个新的 DEGs 作为诊断和预后生物标志物具有很高的有效性和可重复性。我们还发现了几个已验证的 DEGs 之间的成对相关性。我们的研究结果表明,LTB、ZAP70、KLRB1、ISLR、MOXD1 和 Slitrk3 这六个基因可作为诊断 HCV 相关肝硬化的生物标记物。不过,我们建议开展进一步研究,以验证这些生物标志物的诊断潜力,并评估它们作为肝硬化疾病预防和治疗靶点的能力。
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来源期刊
Virus research
Virus research 医学-病毒学
CiteScore
9.50
自引率
2.00%
发文量
239
审稿时长
43 days
期刊介绍: Virus Research provides a means of fast publication for original papers on fundamental research in virology. Contributions on new developments concerning virus structure, replication, pathogenesis and evolution are encouraged. These include reports describing virus morphology, the function and antigenic analysis of virus structural components, virus genome structure and expression, analysis on virus replication processes, virus evolution in connection with antiviral interventions, effects of viruses on their host cells, particularly on the immune system, and the pathogenesis of virus infections, including oncogene activation and transduction.
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