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机械通气期间膈肌的单核转录组分析

Single-nucleus transcriptomic profiling of the diaphragm during mechanical ventilation.

作者信息

Li Lei, Jiang Feng, Hao Wenyan, Wang Yu, Li Yaqian, Zhang Dong

机构信息

Department of Critical Care Medicine, Heping Hospital Affiliated to Changzhi Medical College, 110 South Yan'an Road, Luzhou District, Changzhi City, 046012, China.

Department of Biomedical Engineering, Changzhi Medical College, Changzhi, 046012, China.

出版信息

Sci Rep. 2024 Dec 28;14(1):31181. doi: 10.1038/s41598-024-82530-4.

DOI:10.1038/s41598-024-82530-4
PMID:39732791
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC11682457/
Abstract

Mechanical ventilation contributes to diaphragm atrophy and muscle weakness, which is referred to as ventilator-induced diaphragmatic dysfunction (VIDD). The pathogenesis of VIDD has not been fully understood until recently. The aim of this study was to investigate the effects of 24 h of mechanical ventilation on fibro-adipogenic progenitor (FAP) proliferation, endothelial-mesenchymal transition (EndMT), and immune cell infiltration driving diaphragm fibrosis in a rabbit model. The rabbits were anaesthetized and randomly divided into two groups (n = 3 each group): a control group and an experimental group. Diaphragm nuclei for sequencing were prepared by dissociating and filtering muscle tissue. 10X Genomics Platform for single-nucleus RNA sequencing (snRNA-seq) was used to profile the cells. Normalization and clustering were performed by Seurat, and clusters were manually annotated as different cell types. In this study, we performed differentially expressed genes (DEGs) analysis, Kyoto Encyclopedia of Genes and Genomes (KEGG) analysis, pseudotime analysis and high dimensional weighted gene coexpression network analysis (hdWGCNA) to identify the key genes and signaling pathways related to the pathogenesis of VIDD. We further performed quantitative real-time polymerase chain reaction (qRT-PCR) and Western blotting to verify the results of snRNA-seq. The snRNA-seq results showed that acute postmechanical ventilation diaphragm cell changes included an increase in the proportion of fibroblasts and a decrease in the proportion of myofibres. The DEGs, KEGG, hdWGCNA and pseudotime analyses demonstrated that fibro-adipogenic progenitor (FAP) proliferation, endothelial-mesenchymal transition (EndMT) and immune cell infiltration are the three main processes involved in early stage of fibrosis development, among which Pdgfd, Sema3a, Cxcr2, are the corresponding regulatory genes. Glycolysis and the gene Pfkfb3 are also important metabolic factors for fibrosis formation. Negr1 and Mef2c are involved in phrenic nerve ending loss and diaphragm fibre atrophy. The qRT-PCR data showed that the mRNA levels of the genes Pdgfd, Cxcr2, Pfkfb3 and Negr1 were significantly greater in the experimental group than in the control group (P < 0.01), and the expression levels of Sema3a and Mef2c were significantly lower (P < 0.01). Despite limitations, including the lack of functional evaluations to confirm ventilator-induced diaphragm dysfunction (VIDD) and the absence of data validating diaphragm unloading during ventilation, our findings suggest that FAP proliferation and immune cell infiltration may play a role in the early stage of driving diaphragm fibrosis during mechanical ventilation. However, future studies are needed to confirm these findings and investigate the potential mechanisms underlying them.

摘要

机械通气会导致膈肌萎缩和肌肉无力,这被称为呼吸机诱发的膈肌功能障碍(VIDD)。直到最近,VIDD的发病机制仍未完全明确。本研究的目的是在兔模型中研究24小时机械通气对成纤维-脂肪生成祖细胞(FAP)增殖、内皮-间充质转化(EndMT)以及驱动膈肌纤维化的免疫细胞浸润的影响。将兔子麻醉后随机分为两组(每组n = 3):对照组和实验组。通过解离和过滤肌肉组织制备用于测序的膈肌细胞核。使用10X基因组学平台进行单核RNA测序(snRNA-seq)来分析细胞。通过Seurat进行标准化和聚类,并将聚类手动注释为不同的细胞类型。在本研究中,我们进行了差异表达基因(DEG)分析、京都基因与基因组百科全书(KEGG)分析、伪时间分析和高维加权基因共表达网络分析(hdWGCNA),以确定与VIDD发病机制相关的关键基因和信号通路。我们进一步进行了定量实时聚合酶链反应(qRT-PCR)和蛋白质免疫印迹法来验证snRNA-seq的结果。snRNA-seq结果显示,机械通气后急性膈肌细胞变化包括成纤维细胞比例增加和肌纤维比例降低。DEG、KEGG、hdWGCNA和伪时间分析表明,成纤维-脂肪生成祖细胞(FAP)增殖、内皮-间充质转化(EndMT)和免疫细胞浸润是纤维化发展早期涉及 的三个主要过程,其中Pdgfd、Sema3a、Cxcr2是相应的调节基因。糖酵解和基因Pfkfb3也是纤维化形成的重要代谢因子。Negr1和Mef2c参与膈神经末梢丧失和膈肌纤维萎缩。qRT-PCR数据显示,实验组中Pdgfd、Cxcr2、Pfkfb3和Negr1基因的mRNA水平显著高于对照组(P < 0.01),而Sema3a和Mef2c的表达水平显著较低(P < 0.01)。尽管存在局限性,包括缺乏功能评估来证实呼吸机诱发的膈肌功能障碍(VIDD)以及缺乏通气期间膈肌卸载的数据验证,但我们的研究结果表明,FAP增殖和免疫细胞浸润可能在机械通气期间驱动膈肌纤维化的早期阶段发挥作用。然而,需要未来的研究来证实这些发现并研究其潜在机制。

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本文引用的文献

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Research progress on the pathogenesis and treatment of ventilator-induced diaphragm dysfunction.呼吸机诱导性膈肌功能障碍的发病机制与治疗研究进展
Heliyon. 2023 Nov 14;9(11):e22317. doi: 10.1016/j.heliyon.2023.e22317. eCollection 2023 Nov.
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The Role of IgLON Cell Adhesion Molecules in Neurodegenerative Diseases.IgLON 细胞黏附分子在神经退行性疾病中的作用。
Genes (Basel). 2023 Sep 28;14(10):1886. doi: 10.3390/genes14101886.
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PFKFB3-Mediated Glycolysis Boosts Fibroblast Activation and Subsequent Kidney Fibrosis.PFKFB3 介导的糖酵解促进成纤维细胞活化和随后的肾脏纤维化。
Cells. 2023 Aug 17;12(16):2081. doi: 10.3390/cells12162081.
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hdWGCNA identifies co-expression networks in high-dimensional transcriptomics data.hdWGCNA 鉴定高维转录组学数据中的共表达网络。
Cell Rep Methods. 2023 Jun 12;3(6):100498. doi: 10.1016/j.crmeth.2023.100498. eCollection 2023 Jun 26.
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Role of PFKFB3-driven glycolysis in sepsis.PFKFB3 驱动的糖酵解在脓毒症中的作用。
Ann Med. 2023 Dec;55(1):1278-1289. doi: 10.1080/07853890.2023.2191217.
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Upregulation of glycolytic enzyme PFKFB3 by deubiquitinase OTUD4 promotes cardiac fibrosis post myocardial infarction.去泛素化酶 OTUD4 通过上调糖酵解酶 PFKFB3 促进心肌梗死后的心脏纤维化。
J Mol Med (Berl). 2023 Jun;101(6):743-756. doi: 10.1007/s00109-023-02323-6. Epub 2023 May 10.
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RNF130 protects against pulmonary fibrosis through suppressing aerobic glycolysis by mediating c-myc ubiquitination.RNF130 通过介导 c-myc 泛素化来抑制有氧糖酵解,从而防止肺纤维化。
Int Immunopharmacol. 2023 Apr;117:109985. doi: 10.1016/j.intimp.2023.109985. Epub 2023 Mar 7.
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PEEP application during mechanical ventilation contributes to fibrosis in the diaphragm.机械通气过程中应用呼气末正压会导致膈肌纤维化。
Respir Res. 2023 Feb 13;24(1):46. doi: 10.1186/s12931-023-02356-y.
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