An integrated investigation of mitochondrial genes in COPD reveals the causal effect of NDUFS2 by regulating pulmonary macrophages.

IF 5.7 2区 生物学 Q1 BIOLOGY Biology Direct Pub Date : 2025-01-09 DOI:10.1186/s13062-025-00593-3
Xiaoli Zou, Qiqing Huang, Tutu Kang, Shaoran Shen, Chenxi Cao, Jianqing Wu
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Abstract

Background: Despite the increasing body of evidence that mitochondrial activities implicate in chronic obstructive pulmonary disease (COPD), we are still far from a causal-logical and mechanistic understanding of the mitochondrial malfunctions in COPD pathogenesis.

Results: Differential expression genes (DEGs) from six publicly available bulk human lung tissue transcriptomic datasets of COPD patients were intersected with the known mitochondria-related genes from MitoCarta3.0 to obtain mitochondria-related DEGs associated with COPD (MitoDEGs). The 32 hub MitoDEGs identified from protein-protein interaction (PPI) networks demonstrated superior overall diagnostic efficacy to non-hub MitoDEGs. Random forest (RF) analysis, least absolute shrinkage and selection operator (LASSO) regression, and Mendelian Randomization (MR) analysis of hub MitoDEGs further nominated NDUFS2, CAT, and MRPL2 as causal MitoDEGs for COPD, whose predominate expressions in pulmonary macrophages were revealed by an independent single-cell transcriptomic dataset of COPD human lungs. Finally, NDUFS2 was evaluated as the top-ranked contributor to COPD in the nomogram model and its downregulation in pulmonary macrophages could result in pro-inflammatory secretion, enhanced intercellular communications, whereas depressed phagocytosis of macrophages as revealed by gene set variation analysis (GSVA) and cell-cell interaction (CCI) analysis of single-cell transcriptomic dataset of COPD human lungs, which was later confirmed in COPD mouse model and macrophage cell lines.

Conclusions: Our study established the causal linkage between mitochondrial malfunctions and COPD, providing a potential therapeutic avenue to alleviate pulmonary inflammation accounting for COPD by targeting mitochondria-related genes. NDUFS2, a canonical component of mitochondrial electron respiratory chain, was highlighted instrumental for the susceptibility of risk-exposed individuals to COPD.

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一项对COPD线粒体基因的综合研究揭示了NDUFS2通过调节肺巨噬细胞而起的因果作用。
背景:尽管越来越多的证据表明线粒体活动与慢性阻塞性肺疾病(COPD)有关,但我们对COPD发病机制中线粒体功能障碍的因果逻辑和机制理解仍然很遥远。结果:将来自6个可公开获得的COPD患者大量人肺组织转录组数据集的差异表达基因(DEGs)与MitoCarta3.0中已知的线粒体相关基因交叉,获得与COPD相关的线粒体相关DEGs (MitoDEGs)。从蛋白-蛋白相互作用(PPI)网络中鉴定出的32个枢纽MitoDEGs显示出优于非枢纽MitoDEGs的总体诊断效果。随机森林(RF)分析、最小绝对收缩和选择操作(LASSO)回归以及孟德尔随机化(MR)分析进一步提出NDUFS2、CAT和MRPL2是COPD的因果MitoDEGs,通过独立的COPD人肺单细胞转录组数据揭示了其在肺巨噬细胞中的主要表达。最后,在nomogram模型中,NDUFS2被评估为COPD的第一个促进因子,其在肺巨噬细胞中的下调可导致促炎分泌,增强细胞间通讯,而巨噬细胞的吞噬作用则被抑制,这一结果通过基因集变异分析(GSVA)和细胞-细胞相互作用(CCI)分析发现,随后在COPD小鼠模型和巨噬细胞系中得到证实。结论:我们的研究建立了线粒体功能障碍与COPD之间的因果关系,为通过靶向线粒体相关基因减轻COPD肺部炎症提供了潜在的治疗途径。NDUFS2是线粒体电子呼吸链的一个典型成分,对风险暴露个体对COPD的易感性有重要作用。
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来源期刊
Biology Direct
Biology Direct 生物-生物学
CiteScore
6.40
自引率
10.90%
发文量
32
审稿时长
7 months
期刊介绍: Biology Direct serves the life science research community as an open access, peer-reviewed online journal, providing authors and readers with an alternative to the traditional model of peer review. Biology Direct considers original research articles, hypotheses, comments, discovery notes and reviews in subject areas currently identified as those most conducive to the open review approach, primarily those with a significant non-experimental component.
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