Identification of Potential Exosomal miRNA-mRNA Regulatory Network Relevant to Tuberculous-Associated Lung Cancer.

IF 4.5 3区 工程技术 Q2 BIOCHEMISTRY & MOLECULAR BIOLOGY
Hyun-Jung Kang, Goeun Park, Yoonki Hong, Byung-Chul Kim, Hyowon Park, Jae Jun Lee, Seung-Ho Shin, Ji Young Hong
{"title":"Identification of Potential Exosomal miRNA-mRNA Regulatory Network Relevant to Tuberculous-Associated Lung Cancer.","authors":"Hyun-Jung Kang, Goeun Park, Yoonki Hong, Byung-Chul Kim, Hyowon Park, Jae Jun Lee, Seung-Ho Shin, Ji Young Hong","doi":"10.3390/biomedicines14092060","DOIUrl":null,"url":null,"abstract":"<p><p><b>Background/Objectives</b>: Tuberculosis is a risk factor for lung cancer. Previous studies have demonstrated that miRNAs derived from tuberculous pleural effusion (TPE) exosomes are involved in lung cancer progression. This study aimed to identify potential miRNA-mRNA regulatory networks associated with TPE-derived exosome exposure in the context of lung cancer. <b>Methods</b>: Exploratory differential expression analysis was performed using RNA-seq data from TPE-derived exosomes to select candidate miRNAs showing differential expression patterns. In an in vivo mouse xenograft tumor model, TPE-derived exosomes were administered intratumorally, followed by RNA-seq analysis to select candidate genes showing differential expression patterns. Predicted target genes of the candidate miRNAs were then overlapped with the candidate genes from the xenograft analysis to obtain overlapping common genes (OCGs). The regulation of these genes by candidate miRNAs was validated through in vitro experiments, and a miRNA-mRNA network was constructed using Cytoscape. <b>Results</b>: Exploratory analyses suggested differential expression patterns in 27 candidate miRNAs (19 showing increased and 8 showing decreased expression) in TPE-derived exosomes and 2340 candidate genes in xenograft tissues. A total of 4715 and 700 target genes were predicted for candidate miRNAs using miRDB and miRTarBase, respectively. Following a stepwise filtering strategy, five candidate target genes (<i>RRAS2</i>, <i>RAC1</i>, <i>RAP1B</i>, <i>NOTCH2</i>, and <i>SMARCA4</i>) were prioritized from the overlapping common genes (OCGs). The seven candidate miRNAs predicted to regulate these genes were subsequently used to prioritize a candidate 7-miRNA-5-mRNA regulatory network for further investigation. <b>Conclusions</b>: This study prioritized a candidate miRNA-mRNA regulatory network associated with TPE-derived exosome exposure in lung cancer models, providing a basis for further investigation in larger clinical cohorts and more physiologically relevant models.</p>","PeriodicalId":8937,"journal":{"name":"Biomedicines","volume":"14 9","pages":""},"PeriodicalIF":4.5000,"publicationDate":"2026-09-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC13604251/pdf/","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Biomedicines","FirstCategoryId":"5","ListUrlMain":"https://doi.org/10.3390/biomedicines14092060","RegionNum":3,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q2","JCRName":"BIOCHEMISTRY & MOLECULAR BIOLOGY","Score":null,"Total":0}
引用次数: 0

Abstract

Background/Objectives: Tuberculosis is a risk factor for lung cancer. Previous studies have demonstrated that miRNAs derived from tuberculous pleural effusion (TPE) exosomes are involved in lung cancer progression. This study aimed to identify potential miRNA-mRNA regulatory networks associated with TPE-derived exosome exposure in the context of lung cancer. Methods: Exploratory differential expression analysis was performed using RNA-seq data from TPE-derived exosomes to select candidate miRNAs showing differential expression patterns. In an in vivo mouse xenograft tumor model, TPE-derived exosomes were administered intratumorally, followed by RNA-seq analysis to select candidate genes showing differential expression patterns. Predicted target genes of the candidate miRNAs were then overlapped with the candidate genes from the xenograft analysis to obtain overlapping common genes (OCGs). The regulation of these genes by candidate miRNAs was validated through in vitro experiments, and a miRNA-mRNA network was constructed using Cytoscape. Results: Exploratory analyses suggested differential expression patterns in 27 candidate miRNAs (19 showing increased and 8 showing decreased expression) in TPE-derived exosomes and 2340 candidate genes in xenograft tissues. A total of 4715 and 700 target genes were predicted for candidate miRNAs using miRDB and miRTarBase, respectively. Following a stepwise filtering strategy, five candidate target genes (RRAS2, RAC1, RAP1B, NOTCH2, and SMARCA4) were prioritized from the overlapping common genes (OCGs). The seven candidate miRNAs predicted to regulate these genes were subsequently used to prioritize a candidate 7-miRNA-5-mRNA regulatory network for further investigation. Conclusions: This study prioritized a candidate miRNA-mRNA regulatory network associated with TPE-derived exosome exposure in lung cancer models, providing a basis for further investigation in larger clinical cohorts and more physiologically relevant models.

与结核相关性肺癌相关的潜在外泌体miRNA-mRNA调控网络的鉴定
背景/目的:结核病是肺癌的危险因素之一。先前的研究表明,来自结核性胸腔积液(TPE)外泌体的mirna参与肺癌的进展。本研究旨在确定肺癌背景下与tpe衍生外泌体暴露相关的潜在miRNA-mRNA调控网络。方法:利用来自tpe衍生外泌体的RNA-seq数据进行探索性差异表达分析,以选择具有差异表达模式的候选mirna。在体内小鼠异种移植肿瘤模型中,tpe衍生的外泌体被注入瘤内,然后通过RNA-seq分析选择显示差异表达模式的候选基因。然后将候选mirna的预测靶基因与来自异种移植分析的候选基因重叠,以获得重叠的共同基因(ocg)。通过体外实验验证了候选mirna对这些基因的调控作用,并利用Cytoscape构建了miRNA-mRNA网络。结果:探索性分析表明,tpe衍生外泌体中27个候选mirna(19个表达增加,8个表达减少)和异种移植组织中2340个候选基因的表达模式存在差异。使用miRDB和miRTarBase分别预测了候选miRNAs的4715个和700个靶基因。采用逐步筛选策略,从重叠共同基因(ocg)中优先筛选5个候选靶基因(RRAS2、RAC1、RAP1B、NOTCH2和SMARCA4)。预测调控这些基因的7个候选mirna随后被用来优先考虑候选7-miRNA-5-mRNA调控网络,以进一步研究。结论:本研究优先筛选了肺癌模型中与tpe衍生外泌体暴露相关的候选miRNA-mRNA调控网络,为在更大的临床队列和更生理相关的模型中进一步研究提供了基础。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
求助全文
约1分钟内获得全文 求助全文
来源期刊
Biomedicines
Biomedicines Biochemistry, Genetics and Molecular Biology-General Biochemistry,Genetics and Molecular Biology
CiteScore
5.20
自引率
8.50%
发文量
2823
审稿时长
8 weeks
期刊介绍: Biomedicines (ISSN 2227-9059; CODEN: BIOMID) is an international, scientific, open access journal on biomedicines published quarterly online by MDPI.
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
联系我们:info@booksci.cn Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:604180095
Book学术官方微信
小红书