The lncRNA UCA1 Enhances Pancreatic Cancer EMT by Regulating miR-708-5p and miR-135b-5p: A Bioinformatics Approach

IF 16.4 1区 化学 Q1 CHEMISTRY, MULTIDISCIPLINARY Accounts of Chemical Research Pub Date : 2024-07-17 DOI:10.18502/ijph.v53i7.16060
N. Askari, Marziye Shad Pirouz, Vida Mafikandi, Morteza Hadizadeh, Seyedeh Zahra Mousavi
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Abstract

Background: Pancreatic cancer (PC) is an exceedingly malignant ailment that is not only characterized by its insidious onset and rapid progression but also by its poor therapeutic effects. Recently, emerging evidence has shed light on the significant role that non-coding RNAs (ncRNAs), particularly long ncRNAs (lncRNAs) and microRNAs (miRNAs), play in the pathogenesis of PC. This investigation aimed to construct a network of interactions between miRNAs, lncRNAs, and mRNAs, as well as to perform correlation analyses in the context of PC. Methods: This study carried out in Kerman City, southeastern Iran in 2023. We utilized the GSE119794 dataset from the Gene Expression Omnibus (GEO) to analyze differentially expressed lncRNAs (DE-lncRNAs), miRNAs (DE-miRNAs), and mRNAs (DE-mRNAs). Following the identification of the DE-lncRNAs, DE-mRNAs, and DE-miRNAs, we proceeded to examine differentially expressed epithelial-mesenchymal transition (EMT) genes. Subsequently, we utilized the RNAInter database to predict interactions among lncRNAs, miRNAs, and mRNAs. Finally, we employed Cytoscape to visualize and analyze the constructed network. Results: 14 DE-lncRNAs, 14 DE-miRNAs, 545 DE-mRNAs, and 65 DE-EMT from pancreatic cancer and its adjacent tissue RNA-Seq data were identified. 1184 EMT genes from dbEMT were obtained, among which 65 DE-EMT were assigned as EMT genes and correlated with tumor progression. One functional lncRNA (UCA1) was identified as a key functional lncRNA. The area under the ROC curve (AUC) of UCA1 and miR-708-5p were 0.79 and 0.86, respectively. Thus, it is reasonable to believe that this prognostic risk model helps predict PC metastasis. Conclusion: UCA1 is a new lncRNA linked with EMT in PC and contributes to a better knowledge of the regulatory mechanisms related to lncRNAs in PC.
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lncRNA UCA1 通过调控 miR-708-5p 和 miR-135b-5p 增强胰腺癌的 EMT:生物信息学方法
背景:胰腺癌(PC)是一种恶性程度极高的疾病,不仅起病隐匿、进展迅速,而且治疗效果不佳。最近,越来越多的证据表明,非编码 RNA(ncRNA),尤其是长 ncRNA(lncRNA)和 microRNA(miRNA)在 PC 的发病机制中发挥着重要作用。本研究旨在构建 miRNA、lncRNA 和 mRNA 之间的相互作用网络,并对 PC 进行相关性分析。研究方法本研究于 2023 年在伊朗东南部的克尔曼市进行。我们利用基因表达总库(GEO)的 GSE119794 数据集分析了差异表达的 lncRNA(DE-lncRNA)、miRNA(DE-miRNA)和 mRNA(DE-mRNA)。在确定了DE-lncRNAs、DE-mRNAs和DE-miRNAs之后,我们开始研究差异表达的上皮-间质转化(EMT)基因。随后,我们利用 RNAInter 数据库预测了 lncRNA、miRNA 和 mRNA 之间的相互作用。最后,我们利用 Cytoscape 对构建的网络进行了可视化分析。结果从胰腺癌及其邻近组织的 RNA-Seq 数据中鉴定出 14 个 DE-lncRNA、14 个 DE-miRNA、545 个 DE-mRNA 和 65 个 DE-EMT。从 dbEMT 中获得了 1184 个 EMT 基因,其中 65 个 DE-EMT 被归类为 EMT 基因,并与肿瘤进展相关。一个功能性lncRNA(UCA1)被鉴定为关键功能性lncRNA。UCA1 和 miR-708-5p 的 ROC 曲线下面积(AUC)分别为 0.79 和 0.86。因此,有理由相信这一预后风险模型有助于预测 PC 转移。结论UCA1是一种与PC中EMT相关的新lncRNA,有助于更好地了解PC中与lncRNA相关的调控机制。
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来源期刊
Accounts of Chemical Research
Accounts of Chemical Research 化学-化学综合
CiteScore
31.40
自引率
1.10%
发文量
312
审稿时长
2 months
期刊介绍: Accounts of Chemical Research presents short, concise and critical articles offering easy-to-read overviews of basic research and applications in all areas of chemistry and biochemistry. These short reviews focus on research from the author’s own laboratory and are designed to teach the reader about a research project. In addition, Accounts of Chemical Research publishes commentaries that give an informed opinion on a current research problem. Special Issues online are devoted to a single topic of unusual activity and significance. Accounts of Chemical Research replaces the traditional article abstract with an article "Conspectus." These entries synopsize the research affording the reader a closer look at the content and significance of an article. Through this provision of a more detailed description of the article contents, the Conspectus enhances the article's discoverability by search engines and the exposure for the research.
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