Signatures of lower respiratory tract microbiome in children with severe community-acquired pneumonia using shotgun metagenomic sequencing

IF 4.5 2区 医学 Q2 IMMUNOLOGY
Ting-Yu Yen , Ching Hsu , Ni-Chung Lee , Chao-Szu Wu , Hsin Wang , Kuan-Yi Lee , Chia-Ray Lin , Chun-Yi Lu , Mo-Li Tsai , Tzu-Yu Liu , Che Lin , Chien-Yu Chen , Luan-Yin Chang , Feipei Lai , Li-Min Huang
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Abstract

Background

Severe community-acquired pneumonia was associated with high morbidity and mortality in children. However, species-level microbiome of lower airway was sparse, and we used shotgun metagenomic next-generation sequencing to explore microbial signatures.

Methods

We conducted a prospective cohort study to recruit children under 18 who required admission to an intensive care unit for community-acquired pneumonia between December 2019 and February 2022. Lower respiratory specimens were collected on admission for shotgun metagenomic sequencing. The children were divided into two groups. Critical cases were patients with respiratory failure requiring endotracheal ventilator support, and severe cases did not require intubation. Signatures of lower respiratory tract microbiome were compared between groups using an exact k-mer matching metagenomic analysis pipeline (Kraken 2) and a metagenome-assembled genomes pipeline (MetaWRAP).

Results

Totally 66 children were enrolled, and 27 children were critical cases, and the rest were severe cases. There were significant differences in microbial community structure between different severity groups, and microbial abundance was negatively correlated with disease severity. The results showed that Haemophilus influenzae was more prominent in children who were critical, accompanied with increased expression of intracellular transport, secretion, and vesicle transport genes. Rothia mucilaginosa, Dolosigranulum pigrum, and Prevotella melaninogenica tended to be present in less severe community-acquired pneumonia group.

Conclusion

This study demonstrated that significantly different microbial community was associated with severity of community-acquired pneumonia requiring intensive care admission. Species-level shotgun metagenomic sequencing facilitates the exploration of potentially pathogenic or protective microbes and shed the light of probiotic development in lower respiratory tract.
使用散弹枪宏基因组测序检测重症社区获得性肺炎儿童下呼吸道微生物组特征
背景:严重的社区获得性肺炎与儿童高发病率和死亡率相关。然而,下气道的物种水平微生物组是稀疏的,我们使用霰弹枪宏基因组新一代测序来探索微生物特征。方法:我们进行了一项前瞻性队列研究,招募了2019年12月至2022年2月期间因社区获得性肺炎需要入住重症监护病房的18岁以下儿童。入院时采集下呼吸道标本进行散弹枪宏基因组测序。孩子们被分成两组。危重病例是需要气管内呼吸机支持的呼吸衰竭患者,重症病例不需要插管。使用精确k-mer匹配宏基因组分析管道(Kraken 2)和宏基因组组装基因组管道(MetaWRAP)比较组间下呼吸道微生物组特征。结果:共纳入66例患儿,其中危重病例27例,重症27例。不同严重程度组间微生物群落结构差异显著,微生物丰度与疾病严重程度呈负相关。结果显示,流感嗜血杆菌在危重儿童中更为突出,并伴有细胞内运输、分泌和囊泡运输基因的表达增加。在较轻的社区获得性肺炎组中倾向于出现粘液罗氏菌、大褐藻和黑素普氏菌。结论:本研究表明,不同的微生物群落与社区获得性肺炎需要重症监护的严重程度相关。物种水平的散弹枪宏基因组测序有助于探索潜在的致病或保护性微生物,并揭示下呼吸道益生菌的发育。
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来源期刊
Journal of Microbiology Immunology and Infection
Journal of Microbiology Immunology and Infection IMMUNOLOGY-INFECTIOUS DISEASES
CiteScore
15.90
自引率
5.40%
发文量
159
审稿时长
67 days
期刊介绍: Journal of Microbiology Immunology and Infection is an open access journal, committed to disseminating information on the latest trends and advances in microbiology, immunology, infectious diseases and parasitology. Article types considered include perspectives, review articles, original articles, brief reports and correspondence. With the aim of promoting effective and accurate scientific information, an expert panel of referees constitutes the backbone of the peer-review process in evaluating the quality and content of manuscripts submitted for publication.
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