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肠道-肺轴的元组学分析揭示了肥胖过敏性哮喘小鼠模型中与肺弹性增加相关的代谢网络和宿主-微生物相互作用。

Meta-omics profiling of the gut-lung axis illuminates metabolic networks and host-microbial interactions associated with elevated lung elastance in a murine model of obese allergic asthma.

作者信息

Heinrich Victoria A, Uvalle Crystal, Manni Michelle L, Li Kelvin, Mullett Steven J, Donepudi Sri Ramya, Clader Jason, Fitch Adam, Ellgass Madeline, Cechova Veronika, Qin Shulin, Holguin Fernando, Freeman Bruce A, Methé Barbara A, Morris Alison, Gelhaus Stacy L

机构信息

Department of Pharmacology and Chemical Biology, School of Medicine, University of Pittsburgh, Pittsburgh, PA, United States.

Medical Scientist Training Program, School of Medicine, University of Pittsburgh, Pittsburgh, PA, United States.

出版信息

Front Microbiomes. 2023;2. doi: 10.3389/frmbi.2023.1153691. Epub 2023 May 5.

Abstract

Obesity and associated changes to the gut microbiome worsen airway inflammation and hyperresponsiveness in asthma. Obesogenic host-microbial metabolomes have altered production of metabolites that may influence lung function and inflammatory responses in asthma. To understand the interplay of the gut microbiome, metabolism, and host inflammation in obesity-associated asthma, we used a multi-omics approach to profile the gut-lung axis in the setting of allergic airway disease and diet-induced obesity. We evaluated an immunomodulator, nitro-oleic acid (NO-OA), as a host- and microbial-targeted treatment intervention for obesity-associated allergic asthma. Allergic airway disease was induced using house dust mite and cholera toxin adjuvant in C57BL6/J mice with diet-induced obesity to model obesity-associated asthma. Lung function was measured by flexiVent following a week of NO-OA treatment and allergen challenge. 16S rRNA gene (from DNA, taxa presence) and 16S rRNA (from RNA, taxa activity) sequencing, metabolomics, and host gene expression were paired with a Treatment-Measured-Response model as a data integration framework for identifying latent/hidden relationships with linear regression among variables identified from high-dimensional meta-omics datasets. Targeting both the host and gut microbiota, NO-OA attenuated airway inflammation, improved lung elastance, and modified the gut microbiome. Meta-omics data integration and modeling determined that gut-associated inflammation, metabolites, and functionally active gut microbiota were linked to lung function outcomes. Using Treatment-Measured-Response modeling and meta-omics profiling of the gut-lung axis, we uncovered a previously hidden network of interactions between gut levels of amino acid metabolites involved in elastin and collagen synthesis, gut microbiota, NO-OA, and lung elastance. Further targeted metabolomics analyses revealed that obese mice with allergic airway disease had higher levels of proline and hydroxyproline in the lungs. NO-OA treatment reduced proline biosynthesis by downregulation of pyrroline-5-carboxylate reductase 1 (PYCR1) expression. These findings are relevant to human disease: adults with mild-moderate asthma and BMI ≥ 25 had higher plasma hydroxyproline levels. Our results suggest that changes to structural proteins in the lung airways and parenchyma may contribute to heightened lung elastance and serve as a potential therapeutic target for obese allergic asthma.

摘要

肥胖以及肠道微生物群的相关变化会加重哮喘患者的气道炎症和高反应性。致肥胖的宿主 - 微生物代谢组改变了代谢产物的生成,这些代谢产物可能会影响哮喘患者的肺功能和炎症反应。为了了解肠道微生物群、代谢与肥胖相关哮喘中宿主炎症之间的相互作用,我们采用多组学方法描绘变应性气道疾病和饮食诱导肥胖情况下的肠 - 肺轴。我们评估了一种免疫调节剂硝基油酸(NO - OA),作为针对肥胖相关变应性哮喘的宿主和微生物靶向治疗干预措施。在饮食诱导肥胖的C57BL6/J小鼠中,使用屋尘螨和霍乱毒素佐剂诱导变应性气道疾病,以模拟肥胖相关哮喘。在进行一周的NO - OA治疗和过敏原激发后,通过flexiVent测量肺功能。16S rRNA基因(来自DNA,分类群存在情况)和16S rRNA(来自RNA,分类群活性)测序、代谢组学和宿主基因表达与治疗 - 测量 - 反应模型相结合,作为数据整合框架,用于识别从高维元组学数据集中确定的变量之间的潜在/隐藏关系,并通过线性回归进行分析。靶向宿主和肠道微生物群,NO - OA减轻了气道炎症,改善了肺弹性,并改变了肠道微生物群。元组学数据整合和建模确定,肠道相关炎症、代谢产物和功能活跃的肠道微生物群与肺功能结果相关。通过对肠 - 肺轴进行治疗 - 测量 - 反应建模和元组学分析,我们发现了一个以前隐藏的相互作用网络,该网络涉及参与弹性蛋白和胶原蛋白合成的氨基酸代谢产物的肠道水平、肠道微生物群、NO - OA和肺弹性。进一步的靶向代谢组学分析表明,患有变应性气道疾病的肥胖小鼠肺部脯氨酸和羟脯氨酸水平较高。NO - OA治疗通过下调吡咯啉 - 5 - 羧酸还原酶1(PYCR1)的表达来减少脯氨酸的生物合成。这些发现与人类疾病相关:轻度至中度哮喘且BMI≥25的成年人血浆羟脯氨酸水平较高。我们的结果表明,肺气道和实质中结构蛋白的变化可能导致肺弹性增加,并成为肥胖变应性哮喘的潜在治疗靶点。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/0118/10249466/e2587a0d43e4/nihms-1899402-f0001.jpg

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