Department of Virology, School of Public Health, Tehran University of Medical Sciences, Tehran, Iran.
Liver Transplantation Research Center, Imam-Khomeini Hospital, Tehran University of Medical Sciences (TUMS), Tehran, Iran.
Virus Res. 2024 Nov;349:199457. doi: 10.1016/j.virusres.2024.199457. Epub 2024 Sep 10.
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.
慢性丙型肝炎病毒感染是导致全球肝硬化死亡的主要原因。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、目前肝硬化诊断方法的有效性不足以及对该阶段肝病发病机制的了解不完整,全球仍存在大量丙型肝炎相关肝硬化的负担。因此,我们旨在阐明丙型肝炎相关肝硬化的分子事件,并确定肝脏特异性基因特征,以潜在改善该疾病的诊断和预后。通过对伊朗丙型肝炎相关肝硬化患者的肝组织样本进行 RNA-seq 转录组谱分析,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 途径富集分析。此外,还使用 qRT-PCR 对 7 个候选基因的 RNA-seq 数据进行了验证。此外,通过接收者操作特征(ROC)分析,分别对个体 DEG 和组合生物标志物的验证 DEG 的诊断和预后能力进行了分析。最后,我们通过新方法探索了这 6 个验证 DEG 的两两相关性。我们确定了 838 个显著差异表达基因(padj ˂0.05),分别富集了 375 个和 15 个显著的 BP 和 MF 术语(错误发现率 ˂0.01),以及 46 个显著的途径(p 值 ˂0.05)。这些生物过程和途径大多与炎症、免疫反应和细胞过程有关,在一定程度上参与了肝病的发病机制。有趣的是,一些与神经相关的基因和途径也与丙型肝炎肝硬化相关的神经精神障碍有关。在 7 个候选基因中,有 6 个 DEG,包括炎症相关基因 ISLR、LTB、ZAP70、KLRB1、神经元相关基因 MOXD1 和 Slitrk3,通过 qRT-PCR 得到了显著验证。除了 SAA2-SAA4(P=0.8)外,候选基因的 RNA-seq 和 qRT-PCR 之间的表达变化结果非常一致。6 个新 DEG 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。我们还发现了验证 DEG 之间的几个两两相关性。我们的研究结果表明,基因 LTB、ZAP70、KLRB1、ISLR、MOXD1 和 Slitrk3 可能成为诊断丙型肝炎相关肝硬化的有前途的生物标志物。然而,建议进一步研究验证这些生物标志物的诊断潜力,并评估它们作为预防和治疗肝硬化疾病的目标的能力。