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支气管肺泡灌洗液的代谢组学分析可预测小儿囊性纤维化下呼吸道的独特特征。

Metabolomics analysis of bronchoalveolar lavage fluid predicts unique features of the lower airway in pediatric cystic fibrosis.

作者信息

O'Connor John B, Mottlowitz Madison, Wagner Brandie D, Harris J Kirk, Laguna Theresa A

机构信息

Division of Pulmonary and Sleep Medicine, Ann & Robert H. Lurie Children's Hospital of Chicago, Chicago, USA.

Division of Pulmonary and Sleep Medicine, Ann & Robert H. Lurie Children's Hospital of Chicago, Chicago, USA.

出版信息

J Cyst Fibros. 2024 Nov;23(6):1087-1094. doi: 10.1016/j.jcf.2024.04.017. Epub 2024 Jun 8.

DOI:10.1016/j.jcf.2024.04.017
PMID:38853065
Abstract

BACKGROUND

Progressive, obstructive lung disease resulting from chronic infection and inflammation is the leading cause of morbidity and mortality in persons with cystic fibrosis (PWCF). Metabolomics and next -generation sequencing (NGS) of airway secretions can allow for better understanding of cystic fibrosis (CF) pathophysiology. In this study, global metabolomic profiling on bronchoalveolar lavage fluid (BALF) obtained from pediatric PWCF and disease controls (DCs) was performed and compared to lower airway microbiota, inflammation, and lung function.

METHODS

BALF was collected from children undergoing flexible bronchoscopies for clinical indications. Metabolomic profiling was performed using a platform developed by Metabolon Inc. Total bacterial load (TBL) was measured using quantitative polymerase chain reaction (qPCR), and bacterial communities were characterized using 16S ribosomal RNA (rRNA) sequencing. Random Forest Analysis (RFA), principal component analysis (PCA), and hierarchical clustering analysis (HCA) were performed.

RESULTS

One hundred ninety-five BALF samples were analyzed, 142 (73 %) from PWCF. Most metabolites (425/665) and summed categories (7/9) were significantly increased in PWCF. PCA of the metabolomic data revealed CF BALF exhibited more dispersed clustering compared to DC BALF. Higher metabolite concentrations correlated with increased inflammation, increased abundance of Staphylococcus, and decreased lung function.

CONCLUSIONS

The lower airway metabolome of PWCF was defined by a complex expansion of metabolomic activity. These findings could be attributed to heightened inflammation in PWCF and aspects of the CF airway polymicrobial ecology. CF-specific metabolomic features are associated with the unique underlying biology of the CF airway.

摘要

背景

由慢性感染和炎症导致的进行性阻塞性肺病是囊性纤维化患者(PWCF)发病和死亡的主要原因。气道分泌物的代谢组学和下一代测序(NGS)有助于更好地理解囊性纤维化(CF)的病理生理学。在本研究中,对从儿科PWCF和疾病对照(DCs)获取的支气管肺泡灌洗液(BALF)进行了全代谢组分析,并与下呼吸道微生物群、炎症和肺功能进行了比较。

方法

从因临床指征接受柔性支气管镜检查的儿童中收集BALF。使用Metabolon公司开发的平台进行代谢组分析。使用定量聚合酶链反应(qPCR)测量总细菌载量(TBL),并使用16S核糖体RNA(rRNA)测序对细菌群落进行表征。进行了随机森林分析(RFA)、主成分分析(PCA)和层次聚类分析(HCA)。

结果

分析了195份BALF样本,其中142份(73%)来自PWCF。PWCF中大多数代谢物(425/665)和总和类别(7/9)显著增加。代谢组学数据的PCA显示,与DC BALF相比,CF BALF表现出更分散的聚类。较高的代谢物浓度与炎症增加、葡萄球菌丰度增加和肺功能下降相关。

结论

PWCF的下呼吸道代谢组由代谢组活性的复杂扩展所定义。这些发现可能归因于PWCF中炎症加剧以及CF气道微生物群落生态学的某些方面。CF特异性代谢组学特征与CF气道独特的潜在生物学特性相关。

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