揭示 miRNA 基因调控轴作为肝硬化和肝细胞癌生物标志物的前景

IF 4.3 3区 材料科学 Q1 ENGINEERING, ELECTRICAL & ELECTRONIC
Varshni Premnath,  and , Shanthi Veerappapillai*, 
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引用次数: 0

摘要

肝硬化是一种严重的肝脏瘢痕病变,有可能发展为肝细胞癌(HCC),由于肝硬化早期无症状,因此有必要开发可靠的生物标志物进行早期检测。最近在微RNA(miRNA)方面的发现为无创检测带来了希望,有可能显著改善患者的预后。基于这些前景广阔的发现,本研究调查了基因表达数据,利用 GEO2R 识别了不同的 DEGs 和 DEMs 组。随后,利用 Cytoscape 构建了基因-miRNA 网络,以探索 DEMs 与其靶基因(DEGs)之间潜在的相互作用。方框图分析用于识别和验证健康组织和患病组织之间基因表达的差异。该分析揭示了四个明显差异表达的基因:CAV1、PEA15、EMP1 和 ENAH。值得注意的是,随后的生存分析表明,EMP1 和 ENAH 对患者的总体生存有明显影响。有趣的是,构建的网络发现了几个潜在的调控轴:hsa-miR-191-5p/ENAH、hsa-miR-3158-3p/ENAH、hsa-miR-371a-5p/ENAH 和 hsa-miR-6753-5p/EMP1。最重要的是,通过直接比较肝硬化与 HCC 之间的 DEGs 和 DEMs,发现 AGO3、NCOA3 和 TNPO1 及其调控元件是肝硬化患者发展 HCC 的潜在关键驱动因素,这凸显了它们作为早期诊断和治疗策略靶点的重要性。最后,免疫组化(IHC)分析不仅验证了我们的研究结果,还重申了所发现基因的新颖性。总之,阐明这些新基因和调控元件的作用可为更早更准确地诊断肝病铺平道路。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Unveiling miRNA–Gene Regulatory Axes as Promising Biomarkers for Liver Cirrhosis and Hepatocellular Carcinoma

Liver cirrhosis, a severe scarring condition of the liver with the potential to progress to hepatocellular carcinoma (HCC), necessitates the development of reliable biomarkers for early detection due to the asymptomatic nature of its early stages. Recent discoveries in microRNAs (miRNAs) hold promise for a noninvasive test, with the potential to significantly improve patient outcomes. Building upon these promising findings, this study investigates gene expression data, identifying distinct sets of DEGs and DEMs using GEO2R. Subsequently, a gene–miRNA network was constructed using Cytoscape to explore potential interactions between DEMs and their target genes (DEGs). Boxplot analysis was carried out to identify and validate differences in gene expression between healthy and diseased tissues. This analysis revealed four significantly differentially expressed genes: CAV1, PEA15, EMP1, and ENAH. Notably, subsequent survival analysis demonstrated that EMP1 and ENAH significantly impact overall patient survival. Intriguingly, the constructed network identified several potential regulatory axes: hsa-miR-191-5p/ENAH, hsa-miR-3158-3p/ENAH, hsa-miR-371a-5p/ENAH, and hsa-miR-6753-5p/EMP1. Crucially, a direct comparison of DEGs and DEMs between liver cirrhosis and HCC pinpointed AGO3, NCOA3, and TNPO1, along with their regulatory elements, as potential key drivers of HCC development in cirrhotic patients, underscoring their importance as targets for early diagnostic and therapeutic strategies. Finally, immunohistochemical (IHC) analysis not only validates our findings but also reiterates the novelty of the identified genes. Overall, elucidating the role of these novel genes and regulatory elements could pave the way for an earlier and more accurate diagnosis of liver diseases.

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CiteScore
7.20
自引率
4.30%
发文量
567
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