构建miRNA-mRNA网络识别胃癌诊断和预后价值的基因特征:来自计算机和体外研究的证据

IF 1.6 Q4 BIOCHEMISTRY & MOLECULAR BIOLOGY
Mohammad Bagher Jahantab, Mohammad Salehi, Mehdi Koushki, Reyhaneh Farrokhi Yekta, Nasrin Amiri-Dashatan, Mostafa Rezaei-Tavirani
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引用次数: 0

摘要

背景:胃癌是一种常见的高复发率恶性肿瘤。系统生物学的进步已经确定了分子途径和生物标志物。本研究的重点是发现用于诊断和预测胃癌患者生存的基因和miRNA生物标志物。方法:从Gene expression Omnibus (GEO)中获得3组基因(GSE19826、GSE81948、GSE112369)和2组miRNA表达(GSE26595、GSE78775),并鉴定差异表达基因(DEGs)和miRNA (DEMs)。功能通路富集、deg - mir - tf蛋白-蛋白相互作用网络、DEM-mRNA网络、ROC曲线和生存分析。最后,应用qRT-PCR验证我们的结果。结果:从GC的高通量分析研究中,我们发现了10个候选mRNA和7个候选mirna作为潜在的生物标志物。这些中心的表达分析显示,与对照组相比,5种mirna(包括miR-141-3p、miR-204-5p、miR-338-3p、miR-609和miR-369-5p)显著上调。与对照组相比,肿瘤样本中表达程度最高的基因有6个表达上调,4个表达下调。在体外从这些hub dem和DEGs中验证miR-141-3p、miR-204-5p、SESTD1和ANTXR1的表达。研究结果表明,与GES-1细胞系相比,GC细胞系中miR-141-3p和miR-204-5p的表达降低,SESTD1和ANTXR1的表达增加。结论:目前的研究成功识别了一组潜在的mirna和基因,这些mirna和基因可能作为胃癌早期诊断和预后的潜在生物标志物。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Modelling of miRNA-mRNA Network to Identify Gene Signatures with Diagnostic and Prognostic Value in Gastric Cancer: Evidence from In-Silico and In-Vitro Studies.

Background: Gastric cancer (GC) is a prevalent malignancy with high recurrence. Advances in systems biology have identified molecular pathways and biomarkers. This study focuses on discovering gene and miRNA biomarkers for diagnosing and predicting survival in GC patients.

Methods: Three sets of genes (GSE19826, GSE81948, and GSE112369) and two sets of miRNA expression (GSE26595, GSE78775) were obtained from the Gene Expression Omnibus (GEO), and subsequently, differentially expressed genes (DEGs) and miRNAs (DEMs) were identified. Functional pathway enrichment, DEG-miR-TF-protein-protein interaction network, DEM-mRNA network, ROC curve, and survival analyses were performed. Finally, qRT-PCR was applied to validate our results.

Results: From the high-throughput profiling studies of GC, we investigated 10 candidate mRNA and 7 candidate miRNAs as potential biomarkers. Expression analysis of these hubs revealed that 5 miRNAs (including miR-141-3p, miR-204-5p, miR-338-3p, miR-609, and miR-369-5p) were significantly upregulated compared to the controls. The genes with the highest degree included 6 upregulated and 4 downregulated genes in tumor samples compared to controls. The expression of miR-141-3p, miR-204-5p, SESTD1, and ANTXR1 were verified in vitro from these hub DEMs and DEGs. The findings indicated a decrease in the expression of miR-141-3p and miR-204-5p and increased expression of SESTD1 and ANTXR1 in GC cell lines compared to the GES-1 cell line.

Conclusions: The current investigation successfully recognized a set of prospective miRNAs and genes that may serve as potential biomarkers for GC's early diagnosis and prognosis.

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来源期刊
Reports of Biochemistry and Molecular Biology
Reports of Biochemistry and Molecular Biology BIOCHEMISTRY & MOLECULAR BIOLOGY-
CiteScore
2.80
自引率
23.50%
发文量
60
审稿时长
10 weeks
期刊介绍: The Reports of Biochemistry & Molecular Biology (RBMB) is the official journal of the Varastegan Institute for Medical Sciences and is dedicated to furthering international exchange of medical and biomedical science experience and opinion and a platform for worldwide dissemination. The RBMB is a medical journal that gives special emphasis to biochemical research and molecular biology studies. The Journal invites original and review articles, short communications, reports on experiments and clinical cases, and case reports containing new insights into any aspect of biochemistry and molecular biology that are not published or being considered for publication elsewhere. Publications are accepted in the form of reports of original research, brief communications, case reports, structured reviews, editorials, commentaries, views and perspectives, letters to authors, book reviews, resources, news, and event agenda.
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