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基于宏基因组学和宏转录组学测序探索慢性阻塞性肺疾病患者宿主与微生物的变化

Exploring the Change of Host and Microorganism in Chronic Obstructive Pulmonary Disease Patients Based on Metagenomic and Metatranscriptomic Sequencing.

作者信息

Yang Jing, Zhang Qiang, Zhang Jun, Ouyang Yan, Sun Zepeng, Liu Xinlong, Qaio Feng, Xu Li-Qun, Niu Yunfei, Li Jian

机构信息

The Key Laboratory of Developmental Genes and Human Disease, School of Life Sciences and Technology, Southeast University, Nanjing, China.

Department of Respirology, Zhongda Hospital, Southeast University, Nanjing, China.

出版信息

Front Microbiol. 2022 Mar 16;13:818281. doi: 10.3389/fmicb.2022.818281. eCollection 2022.

Abstract

BACKGROUND

Chronic obstructive pulmonary disease (COPD) is a universal respiratory disease resulting from the complex interactions between genes and environmental conditions. The process of COPD is deteriorated by repeated episodes of exacerbations, which are the primary reason for COPD-related morbidity and mortality. Bacterial pathogens are commonly identified in patients' respiratory tracts both in the stable state and during acute exacerbations, with significant changes in the prevalence of airway bacteria occurring during acute exacerbation of chronic obstructive pulmonary disease (AECOPD). Therefore, the changes in microbial composition and host inflammatory responses will be necessary to investigate the mechanistic link between the airway microbiome and chronic pulmonary inflammation in COPD patients.

METHODS

We performed metatranscriptomic and metagenomic sequencing on sputum samples for twelve AECOPD patients before treatment and for four of them stable COPD (stabilization of AECOPD patients after treatment). Sequencing reads were classified by Kraken2, and the host gene expression was analyzed by Hisat2 and HTseq. The correlation between genes was obtained by the Spearman correlation coefficient. Mann-Whitney -test was applied to identify microbes that exhibit significantly different distribution in two groups.

RESULTS

At the phyla level, the top 5 dominant phyla were , , , , and . The proportion of dominant gates in metagenomic data was similar in metatranscriptomic data. There were significant differences in the abundance of specific microorganisms at the class level between the two methods. No significant difference between AECOPD and stable COPD was found. However, the different expression levels of 5 host genes were significantly increased in stable COPD and were involved in immune response and inflammatory pathways, which were associated with macrophages.

CONCLUSION

Our study may provide a clue to investigate the mechanism of COPD and potential biomarkers in clinical diagnosis and treatment.

摘要

背景

慢性阻塞性肺疾病(COPD)是一种由基因与环境条件复杂相互作用导致的常见呼吸系统疾病。COPD的病情会因反复急性加重而恶化,急性加重是COPD相关发病和死亡的主要原因。在患者呼吸道中,无论是稳定期还是急性加重期,均可常见细菌病原体,且在慢性阻塞性肺疾病急性加重期(AECOPD)期间气道细菌的流行率会发生显著变化。因此,有必要研究微生物组成和宿主炎症反应的变化,以探讨COPD患者气道微生物群与慢性肺部炎症之间的机制联系。

方法

我们对12例AECOPD患者治疗前的痰液样本以及其中4例稳定期COPD患者(AECOPD患者治疗后病情稳定)的痰液样本进行了宏转录组和宏基因组测序。测序读数通过Kraken2进行分类,宿主基因表达通过Hisat2和HTseq进行分析。基因之间的相关性通过Spearman相关系数获得。应用Mann-Whitney检验来识别在两组中表现出显著不同分布的微生物。

结果

在门水平上,前5大优势门为 、 、 、 和 。宏基因组数据中优势门的比例在宏转录组数据中相似。两种方法在纲水平上特定微生物的丰度存在显著差异。AECOPD组和稳定期COPD组之间未发现显著差异。然而,5个宿主基因的不同表达水平在稳定期COPD中显著升高,且参与免疫反应和炎症途径,这些均与巨噬细胞有关。

结论

我们的研究可能为探究COPD的发病机制以及临床诊断和治疗中的潜在生物标志物提供线索。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/97dd/8966909/7b22c3c84910/fmicb-13-818281-g001.jpg

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