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急性呼吸窘迫综合征中线粒体相关膜功能及机制的综合生物信息学与实验分析

Integrated bioinformatics and experimental analysis of mitochondrial-associated membrane function and mechanism in acute respiratory distress syndrome​​.

作者信息

Zhou Yanqiong, Chen Qiuying, Wang Xiaoxia, Lv Kaimin, Huang Hui, Feng Jifeng, Luo Bijun

机构信息

Department of Anesthesiology, Maternal and Child Health Hospital of Guangxi Zhuang Autonomous Region, No.59 Xiangzhu Avenue, Nanning, 530002, Guangxi, China.

出版信息

Sci Rep. 2025 Jul 9;15(1):24602. doi: 10.1038/s41598-025-10405-3.

Abstract

Acute respiratory distress syndrome (ARDS) is a life-threatening lung condition characterized by severe inflammation, immune dysregulation, and oxidative stress, leading to high mortality (30-40%). This study explores the involvement of MAM-related genes in ARDS pathogenesis through bioinformatics and experimental validation. Publicly available RNA-sequencing data from ARDS and control samples were analyzed to identify differentially expressed genes (DEGs). Functional enrichment, gene set variation analysis (GSVA), and weighted gene co-expression network analysis (WGCNA) were performed to explore pathway alterations and hub gene interactions. Immune cell infiltration analysis was conducted using CIBERSORT. Candidate MAM-related genes were validated in a Poly I: C-induced ARDS mouse model and MLE-12 murine lung epithelial cells. The mouse model was assessed for lung histopathology, wet-to-dry lung weight ratio, bronchoalveolar lavage fluid (BALF) inflammatory cytokine levels (IL-1β and TNF-α), and lung injury scores. MLE-12 cells were treated with Poly I: C, and cell viability, lactate dehydrogenase (LDH) release, and apoptosis were evaluated. Protein-protein interaction (PPI) network analysis and drug prediction were used to identify potential therapeutic targets. A total of 3152 DEGs including 1549 upregulated and 1603 downregulated were identified in ARDS samples. Pathway analysis revealed autophagy suppression and immune activation, with 14 immune cell types significantly elevated in ARDS patients. Experimental validation confirmed that Poly I: C-induced ARDS mice exhibited severe lung injury and increased inflammatory reaction, while Poly I: C-treated MLE-12 cells showed increased cytotoxicity and LDH release. ZMAT2 and HBB were identified as key MAM-related hub genes, with ZMAT2 positively associated with disease progression and HBB negatively correlating with lung injury severity. Drug prediction analysis identified 29 pharmacological agents interacting with HBB, suggesting therapeutic potential. This study identifies ZMAT2 and HBB as key MAM-related genes contributing to ARDS pathogenesis, with potential diagnostic and therapeutic applications. The integration of bioinformatics with in vivo and in vitro validation provides novel insights into ARDS molecular mechanisms. Further clinical studies are needed to explore their translational relevance.

摘要

急性呼吸窘迫综合征(ARDS)是一种危及生命的肺部疾病,其特征为严重炎症、免疫失调和氧化应激,导致高死亡率(30%-40%)。本研究通过生物信息学和实验验证来探究与线粒体相关内质网膜(MAM)相关的基因在ARDS发病机制中的作用。分析了来自ARDS和对照样本的公开可用RNA测序数据,以鉴定差异表达基因(DEG)。进行了功能富集、基因集变异分析(GSVA)和加权基因共表达网络分析(WGCNA),以探索通路改变和枢纽基因相互作用。使用CIBERSORT进行免疫细胞浸润分析。在聚肌苷酸:聚胞苷酸(Poly I:C)诱导的ARDS小鼠模型和MLE-12小鼠肺上皮细胞中验证了候选的与MAM相关的基因。评估了小鼠模型的肺组织病理学、肺湿重与干重比、支气管肺泡灌洗液(BALF)中炎性细胞因子水平(IL-1β和TNF-α)以及肺损伤评分。用Poly I:C处理MLE-12细胞,并评估细胞活力、乳酸脱氢酶(LDH)释放和细胞凋亡。利用蛋白质-蛋白质相互作用(PPI)网络分析和药物预测来确定潜在的治疗靶点。在ARDS样本中总共鉴定出3152个DEG,其中1549个上调,1603个下调。通路分析显示自噬抑制和免疫激活,ARDS患者中有14种免疫细胞类型显著升高。实验验证证实,Poly I:C诱导的ARDS小鼠表现出严重的肺损伤和炎症反应增加,而Poly I:C处理的MLE-12细胞显示出细胞毒性增加和LDH释放增加。ZMAT2和HBB被鉴定为关键的与MAM相关的枢纽基因,ZMAT2与疾病进展呈正相关,HBB与肺损伤严重程度呈负相关。药物预测分析确定了29种与HBB相互作用的药物制剂,表明具有治疗潜力。本研究确定ZMAT2和HBB是导致ARDS发病机制的关键与MAM相关的基因,具有潜在的诊断和治疗应用价值。生物信息学与体内和体外验证的整合为ARDS分子机制提供了新的见解。需要进一步的临床研究来探索它们的转化相关性。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/a65d/12241502/c245efba6a57/41598_2025_10405_Fig1_HTML.jpg

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