Identification of Hub Genes in Idiopathic Pulmonary Fibrosis and Their Association with Lung Cancer by Bioinformatics Analysis.

IF 1.8 Q3 RESPIRATORY SYSTEM
Juan Manuel Velázquez-Enríquez, Itayetzi Reyes-Avendaño, Jovito Cesar Santos-Álvarez, Edilburga Reyes-Jiménez, Verónica Rocío Vásquez-Garzón, Rafael Baltiérrez-Hoyos
{"title":"Identification of Hub Genes in Idiopathic Pulmonary Fibrosis and Their Association with Lung Cancer by Bioinformatics Analysis.","authors":"Juan Manuel Velázquez-Enríquez, Itayetzi Reyes-Avendaño, Jovito Cesar Santos-Álvarez, Edilburga Reyes-Jiménez, Verónica Rocío Vásquez-Garzón, Rafael Baltiérrez-Hoyos","doi":"10.3390/arm91050032","DOIUrl":null,"url":null,"abstract":"<p><strong>Background: </strong>Idiopathic pulmonary fibrosis (IPF) is a chronic, progressive, and irreversible disease with a high mortality rate worldwide. However, the etiology and pathogenesis of IPF have not yet been fully described. Moreover, lung cancer is a significant complication of IPF and is associated with increased mortality. Nevertheless, identifying common genes involved in developing IPF and its progression to lung cancer remains an unmet need. The present study aimed to identify hub genes related to the development of IPF by meta-analysis. In addition, we analyzed their expression and their relationship with patients' progression in lung cancer.</p><p><strong>Method: </strong>Microarray datasets GSE24206, GSE21369, GSE110147, GSE72073, and GSE32539 were downloaded from Gene Expression Omnibus (GEO). Next, we conducted a series of bioinformatics analysis to explore possible hub genes in IPF and evaluated the expression of hub genes in lung cancer and their relationship with the progression of different stages of cancer.</p><p><strong>Results: </strong>A total of 1888 differentially expressed genes (DEGs) were identified, including 1105 upregulated and 783 downregulated genes. The 10 hub genes that exhibited a high degree of connectivity from the PPI network were identified. Analysis of the KEGG pathways showed that hub genes correlate with pathways such as the ECM-receptor interaction. Finally, we found that these hub genes are expressed in lung cancer and are associated with the progression of different stages of lung cancer.</p><p><strong>Conclusions: </strong>Based on the integration of GEO microarray datasets, the present study identified DEGs and hub genes that could play an essential role in the pathogenesis of IPF and its association with the development of lung cancer in these patients, which could be considered potential diagnostic biomarkers or therapeutic targets for the disease.</p>","PeriodicalId":7391,"journal":{"name":"Advances in respiratory medicine","volume":"91 5","pages":"407-431"},"PeriodicalIF":1.8000,"publicationDate":"2023-10-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10604190/pdf/","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Advances in respiratory medicine","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.3390/arm91050032","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q3","JCRName":"RESPIRATORY SYSTEM","Score":null,"Total":0}
引用次数: 0

Abstract

Background: Idiopathic pulmonary fibrosis (IPF) is a chronic, progressive, and irreversible disease with a high mortality rate worldwide. However, the etiology and pathogenesis of IPF have not yet been fully described. Moreover, lung cancer is a significant complication of IPF and is associated with increased mortality. Nevertheless, identifying common genes involved in developing IPF and its progression to lung cancer remains an unmet need. The present study aimed to identify hub genes related to the development of IPF by meta-analysis. In addition, we analyzed their expression and their relationship with patients' progression in lung cancer.

Method: Microarray datasets GSE24206, GSE21369, GSE110147, GSE72073, and GSE32539 were downloaded from Gene Expression Omnibus (GEO). Next, we conducted a series of bioinformatics analysis to explore possible hub genes in IPF and evaluated the expression of hub genes in lung cancer and their relationship with the progression of different stages of cancer.

Results: A total of 1888 differentially expressed genes (DEGs) were identified, including 1105 upregulated and 783 downregulated genes. The 10 hub genes that exhibited a high degree of connectivity from the PPI network were identified. Analysis of the KEGG pathways showed that hub genes correlate with pathways such as the ECM-receptor interaction. Finally, we found that these hub genes are expressed in lung cancer and are associated with the progression of different stages of lung cancer.

Conclusions: Based on the integration of GEO microarray datasets, the present study identified DEGs and hub genes that could play an essential role in the pathogenesis of IPF and its association with the development of lung cancer in these patients, which could be considered potential diagnostic biomarkers or therapeutic targets for the disease.

Abstract Image

Abstract Image

Abstract Image

特发性肺纤维化中枢基因的生物信息学鉴定及其与癌症的关系。
背景:特发性肺纤维化(IPF)是一种慢性、进行性和不可逆的疾病,在世界范围内死亡率很高。然而,IPF的病因和发病机制尚未得到充分的描述。此外,癌症是IPF的一个重要并发症,并与死亡率增加有关。尽管如此,鉴定参与IPF及其进展为癌症的常见基因仍然是一个未满足的需求。本研究旨在通过荟萃分析确定与IPF发展相关的枢纽基因。此外,我们还分析了它们在癌症中的表达及其与患者进展的关系。方法:从Gene Expression Omnibus(GEO)下载微阵列数据集GSE24206、GSE21369、GSE110147、GSE72073和GSE32539。接下来,我们进行了一系列生物信息学分析,以探索IPF中可能的中枢基因,并评估中枢基因在肺癌癌症中的表达及其与癌症不同阶段进展的关系。结果:共鉴定出1888个差异表达基因,其中上调基因1105个,下调基因783个。从PPI网络中鉴定出10个表现出高度连接性的枢纽基因。对KEGG通路的分析表明,中枢基因与ECM受体相互作用等通路相关。最后,我们发现这些中枢基因在癌症中表达,并与癌症不同阶段的进展有关。结论:基于GEO微阵列数据集的整合,本研究确定了在IPF的发病机制及其与癌症发展的关系中可能发挥重要作用的DEG和枢纽基因,这些基因可被视为该疾病的潜在诊断生物标志物或治疗靶点。
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
Advances in respiratory medicine
Advances in respiratory medicine RESPIRATORY SYSTEM-
CiteScore
2.60
自引率
0.00%
发文量
90
期刊介绍: "Advances in Respiratory Medicine" is a new international title for "Pneumonologia i Alergologia Polska", edited bimonthly and addressed to respiratory professionals. The Journal contains peer-reviewed original research papers, short communications, case-reports, recommendations of the Polish Respiratory Society concerning the diagnosis and treatment of lung diseases, editorials, postgraduate education articles, letters and book reviews in the field of pneumonology, allergology, oncology, immunology and infectious diseases. "Advances in Respiratory Medicine" is an open access, official journal of Polish Society of Lung Diseases, Polish Society of Allergology and National Research Institute of Tuberculosis and Lung Diseases.
×
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:481959085
Book学术官方微信