Integrated bioinformatics analysis of validated and circulating miRNAs in ovarian cancer.

Q2 Agricultural and Biological Sciences Genomics and Informatics Pub Date : 2022-06-01 Epub Date: 2022-06-30 DOI:10.5808/gi.21067
Berkcan Dogan, Ece Gumusoglu, Ege Ulgen, Osman Ugur Sezerman, Tuba Gunel
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引用次数: 2

Abstract

Recent studies have focused on the early detection of ovarian cancer (OC) using tumor materials by liquid biopsy. The mechanisms of microRNAs (miRNAs) to impact OC and signaling pathways are still unknown. This study aims to reliably perform functional analysis of previously validated circulating miRNAs' target genes by using pathfindR. Also, overall survival and pathological stage analyses were evaluated with miRNAs' target genes which are common in the The Cancer Genome Atlas and GTEx datasets. Our previous studies have validated three downregulated miRNAs (hsa-miR-885-5p, hsa-miR-1909-5p, and hsalet7d-3p) having a diagnostic value in OC patients' sera, with high-throughput techniques. The predicted target genes of these miRNAs were retrieved from the miRDB database (v6.0). Active-subnetwork-oriented Kyoto Encyclopedia of Genes and Genomes (KEGG) pathway enrichment analysis was conducted by pathfindR using the target genes. Enrichment of KEGG pathways assessed by the analysis of pathfindR indicated that 24 pathways were related to the target genes. Ubiquitin-mediated proteolysis, spliceosome and Notch signaling pathway were the top three pathways with the lowest p-values (p < 0.001). Ninety-three common genes were found to be differentially expressed (p < 0.05) in the datasets. No significant genes were found to be significant in the analysis of overall survival analyses, but 24 genes were found to be significant with pathological stages analysis (p < 0.05). The findings of our study provide in-silico evidence that validated circulating miRNAs' target genes and enriched pathways are related to OC and have potential roles in theranostics applications. Further experimental investigations are required to validate our results which will ultimately provide a new perspective for translational applications in OC management.

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卵巢癌中已验证和循环mirna的综合生物信息学分析。
近年来的研究主要集中在利用肿瘤材料进行液体活检来早期检测卵巢癌。microRNAs (miRNAs)影响OC和信号通路的机制尚不清楚。本研究旨在通过pathfindR对先前验证的循环miRNAs靶基因进行可靠的功能分析。此外,总体生存期和病理分期分析也用在the Cancer Genome Atlas和GTEx数据集中常见的mirna靶基因进行评估。我们之前的研究已经通过高通量技术验证了三种下调的mirna (hsa-miR-885-5p, hsa-miR-1909-5p和hsalet7d-3p)在OC患者血清中具有诊断价值。这些mirna的预测靶基因从miRDB数据库(v6.0)中检索。利用pathfindR对目标基因进行了面向主动子网的京都基因与基因组百科全书(KEGG)通路富集分析。通过pathfindR分析评估KEGG通路的富集程度,发现24条通路与靶基因有关。泛素介导的蛋白水解、剪接体和Notch信号通路是p值最低的前3条通路(p < 0.001)。共有93个基因存在差异表达(p < 0.05)。总生存分析中无显著基因,病理分期分析中有24个基因显著(p < 0.05)。我们的研究结果提供了验证循环mirna的靶基因和富集途径与OC相关的硅证据,并在治疗应用中具有潜在的作用。需要进一步的实验研究来验证我们的结果,这将最终为OC管理的翻译应用提供一个新的视角。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
Genomics and Informatics
Genomics and Informatics Agricultural and Biological Sciences-Ecology, Evolution, Behavior and Systematics
CiteScore
1.90
自引率
0.00%
发文量
0
审稿时长
12 weeks
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