Based exploration of the diagnostic value of oxidative stress-related key genes in chronic obstructive pulmonary disease.

IF 5.3 2区 医学 Q2 CELL BIOLOGY
Shenglan Wang, MingFeng Zhong, Xiaoli Deng, Chen Liu, Yan Tan, Baojiang Qian, MingMei Zhong
{"title":"Based exploration of the diagnostic value of oxidative stress-related key genes in chronic obstructive pulmonary disease.","authors":"Shenglan Wang, MingFeng Zhong, Xiaoli Deng, Chen Liu, Yan Tan, Baojiang Qian, MingMei Zhong","doi":"10.1007/s10565-025-10019-5","DOIUrl":null,"url":null,"abstract":"<p><p>Chronic obstructive pulmonary disease (COPD) ranks as the third most common contributor to global mortality. Oxidative stress has been recognized as a critical driver of multiple interacting mechanisms in COPD development. This research investigated the potential of oxidative stress-related genes (OSRGs) biomarkers and their potential molecular mechanisms for COPD clinical diagnosis and treatment through bioinformatics analyses. As a result, 5 hub genes, CA3, PPP1R15B, MAPT, MMP9, and ECT2, were yielded by LASSO, Boruta, and SVM-RFE, and the performance of the nomogram constructed based on hub genes was favorable. Correlation analyses between hub genes and oxidative stress biomarkers showed that MMP9 and MAPT genes had a high association with oxidative stress biomarkers. Immune cell infiltration identified follicular helper T cells, <sub>Γ</sub>δ T cells, M0 macrophages, and CD8 T cells as significantly different in COPD. ROC of ECT2 and MMP9 showed a higher capability to discriminate COPD patients from normal samples. In addition, we collected clinical samples and analyzed the core gene expression, which revealed that the hub genes ECT2 and MMP9 had high discriminatory ability in the COPD samples. The epistasis of ECT2 and MMP9 was further verified by constructing animal models, pathological sections, qPCR, immunoblotting, immunohistochemistry, etc. The data indicated the crucial function of MMP9 in CSC-induced oxidative stress injury. Deprivation of MMP9 attenuated CSC-induced injury and promoted macrophage polarisation to M2 macrophages. MMP9 deprivation protected against CSC-induced injury, mainly related to the reduction of cell apoptosis, cell inflammation, and ROS injury in BEAS-2B. It promoted macrophage polarization from M1 to M2. In summary, we found ECT2 and MMP9 are related to oxidative stress in COPD, and MMP9 was related to cell apoptosis, cell inflammation, and ROS injury in BEAS-2B, and the macrophage polarization from M1 to M2.</p>","PeriodicalId":9672,"journal":{"name":"Cell Biology and Toxicology","volume":"41 1","pages":"69"},"PeriodicalIF":5.3000,"publicationDate":"2025-04-11","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11991958/pdf/","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Cell Biology and Toxicology","FirstCategoryId":"3","ListUrlMain":"https://doi.org/10.1007/s10565-025-10019-5","RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q2","JCRName":"CELL BIOLOGY","Score":null,"Total":0}
引用次数: 0

Abstract

Chronic obstructive pulmonary disease (COPD) ranks as the third most common contributor to global mortality. Oxidative stress has been recognized as a critical driver of multiple interacting mechanisms in COPD development. This research investigated the potential of oxidative stress-related genes (OSRGs) biomarkers and their potential molecular mechanisms for COPD clinical diagnosis and treatment through bioinformatics analyses. As a result, 5 hub genes, CA3, PPP1R15B, MAPT, MMP9, and ECT2, were yielded by LASSO, Boruta, and SVM-RFE, and the performance of the nomogram constructed based on hub genes was favorable. Correlation analyses between hub genes and oxidative stress biomarkers showed that MMP9 and MAPT genes had a high association with oxidative stress biomarkers. Immune cell infiltration identified follicular helper T cells, Γδ T cells, M0 macrophages, and CD8 T cells as significantly different in COPD. ROC of ECT2 and MMP9 showed a higher capability to discriminate COPD patients from normal samples. In addition, we collected clinical samples and analyzed the core gene expression, which revealed that the hub genes ECT2 and MMP9 had high discriminatory ability in the COPD samples. The epistasis of ECT2 and MMP9 was further verified by constructing animal models, pathological sections, qPCR, immunoblotting, immunohistochemistry, etc. The data indicated the crucial function of MMP9 in CSC-induced oxidative stress injury. Deprivation of MMP9 attenuated CSC-induced injury and promoted macrophage polarisation to M2 macrophages. MMP9 deprivation protected against CSC-induced injury, mainly related to the reduction of cell apoptosis, cell inflammation, and ROS injury in BEAS-2B. It promoted macrophage polarization from M1 to M2. In summary, we found ECT2 and MMP9 are related to oxidative stress in COPD, and MMP9 was related to cell apoptosis, cell inflammation, and ROS injury in BEAS-2B, and the macrophage polarization from M1 to M2.

基于氧化应激相关关键基因对慢性阻塞性肺疾病诊断价值的探讨。
慢性阻塞性肺疾病(COPD)是导致全球死亡的第三大最常见因素。氧化应激已被认为是COPD发展中多种相互作用机制的关键驱动因素。本研究通过生物信息学分析探讨氧化应激相关基因(OSRGs)生物标志物的潜力及其在COPD临床诊断和治疗中的潜在分子机制。结果表明,LASSO、Boruta和SVM-RFE共得到CA3、PPP1R15B、MAPT、MMP9和ECT2 5个枢纽基因,基于枢纽基因构建的模态图性能较好。hub基因与氧化应激生物标志物的相关性分析表明,MMP9和MAPT基因与氧化应激生物标志物具有高度相关性。免疫细胞浸润鉴定滤泡辅助性T细胞、Γδ T细胞、M0巨噬细胞和CD8 T细胞在COPD中存在显著差异。ECT2和MMP9的ROC显示出更高的区分COPD患者和正常样本的能力。此外,我们收集临床样本,分析核心基因表达,发现中心基因ECT2和MMP9在COPD样本中具有较高的区分能力。通过构建动物模型、病理切片、qPCR、免疫印迹、免疫组织化学等方法进一步验证ECT2和MMP9的上位性。这些数据表明MMP9在csc诱导的氧化应激损伤中起着至关重要的作用。剥夺MMP9可减轻csc诱导的损伤,并促进巨噬细胞向M2巨噬细胞极化。MMP9剥夺对csc诱导的损伤具有保护作用,主要与BEAS-2B细胞凋亡、细胞炎症和ROS损伤的减少有关。促进巨噬细胞从M1向M2极化。综上所述,我们发现ECT2和MMP9与COPD的氧化应激有关,MMP9与BEAS-2B细胞凋亡、细胞炎症、ROS损伤以及巨噬细胞M1向M2极化有关。
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
Cell Biology and Toxicology
Cell Biology and Toxicology 生物-毒理学
CiteScore
9.90
自引率
4.90%
发文量
101
审稿时长
>12 weeks
期刊介绍: Cell Biology and Toxicology (CBT) is an international journal focused on clinical and translational research with an emphasis on molecular and cell biology, genetic and epigenetic heterogeneity, drug discovery and development, and molecular pharmacology and toxicology. CBT has a disease-specific scope prioritizing publications on gene and protein-based regulation, intracellular signaling pathway dysfunction, cell type-specific function, and systems in biomedicine in drug discovery and development. CBT publishes original articles with outstanding, innovative and significant findings, important reviews on recent research advances and issues of high current interest, opinion articles of leading edge science, and rapid communication or reports, on molecular mechanisms and therapies in 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