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探讨 SARS-CoV-2 感染儿童鼻咽微生物组特征。

Exploring nasopharyngeal microbiota profile in children affected by SARS-CoV-2 infection.

机构信息

Infectious Disease Unit, Bambino Gesù Children's Hospital, IRCCS, Rome, Italy.

Research Unit of Human Microbiome, Bambino Gesù Children's Hospital, IRCCS, Rome, Italy.

出版信息

Microbiol Spectr. 2024 Mar 5;12(3):e0300923. doi: 10.1128/spectrum.03009-23. Epub 2024 Jan 30.

Abstract

UNLABELLED

The relationship between COVID-19 and nasopharyngeal (NP) microbiota has been investigated mainly in the adult population. We explored the NP profile of children affected by COVID-19, compared to healthy controls (CTRLs). NP swabs of children with COVID-19, collected between March and September 2020, were investigated at the admission (), 72 h to 7 days (), and at the discharge () of the patients. NP microbiota was analyzed by 16S rRNA targeted-metagenomics. Data from sequencing were investigated by QIIME 2.0 and PICRUSt 2. Multiple machine learning (ML) models were exploited to classify patients compared to CTRLs. The NP microbiota of COVID-19 patients ( = 71) was characterized by reduction of α-diversity compared to CTRLs ( = 59). The NP microbiota of COVID-19 cohort appeared significantly enriched in , , , , , , , Enterobacteriaceae, , , and reduced in , , , , , and compared to CTRLs (FDR < 0.001). Exploiting ML models, , and resulted as NP microbiota biomarkers, in COVID-19 patients. No statistically significant differences were found comparing the NP microbiota profile of COVID-19 patients during the time-points or grouping patients on the basis of high, medium, and low viral load (VL). This evidence provides specific pathobiont signatures of the NP microbiota in pediatric COVID-19 patients, and the reduction of anaerobic protective commensals. Our data suggest that the NP microbiota may have a specific disease-related signature since infection onset without changes during disease progression, regardless of the SARS-CoV-2 VL.

IMPORTANCE

Since the beginning of pandemic, we know that children are less susceptible to severe COVID-19 disease. A potential role of the nasopharyngeal (NP) microbiota has been hypothesized but to date, most of the studies have been focused on adults. We studied the NP microbiota modifications in children affected by SARS-CoV-2 infection showing a specific NP microbiome profile, mainly composed by pathobionts and almost missing protective anaerobic commensals. Moreover, in our study, specific microbial signatures appear since the first days of infection independently from SARS-CoV-2 viral load.

摘要

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COVID-19 与鼻咽(NP)微生物群的关系主要在成年人群体中进行了研究。我们探索了受 COVID-19 影响的儿童的 NP 特征,并将其与健康对照(CTRLs)进行了比较。2020 年 3 月至 9 月期间采集了 COVID-19 患儿的 NP 拭子,在入院时()、72 小时至 7 天()和患者出院时()进行了检查。通过 16S rRNA 靶向宏基因组学分析 NP 微生物群。通过 QIIME 2.0 和 PICRUSt 2 对测序数据进行了研究。利用多种机器学习(ML)模型将患者与 CTRLs 进行分类。与 CTRLs 相比,COVID-19 患者(=71)的 NP 微生物群的 α-多样性降低(=59)。COVID-19 队列的 NP 微生物群明显富集了、、、、、、、肠杆菌科、、、,而与 CTRLs 相比,减少了、、、、、和(FDR<0.001)。利用 ML 模型,、和 被鉴定为 COVID-19 患者的 NP 微生物群生物标志物。在时间点上比较 COVID-19 患者的 NP 微生物群谱或根据高、中、低病毒载量(VL)对 COVID-19 患者进行分组时,未发现统计学上的显著差异。该证据为儿科 COVID-19 患者提供了 NP 微生物群的特定病原菌特征,以及厌氧保护性共生体的减少。我们的数据表明,自感染开始以来,NP 微生物群可能具有特定的与疾病相关的特征,而与疾病进展无关,无论 SARS-CoV-2 VL 如何。

重要性

自大流行开始以来,我们知道儿童不易患严重的 COVID-19 疾病。人们假设鼻咽(NP)微生物群可能起作用,但迄今为止,大多数研究都集中在成年人身上。我们研究了受 SARS-CoV-2 感染影响的儿童的 NP 微生物群的变化,显示出特定的 NP 微生物组谱,主要由病原菌组成,几乎缺少保护性的厌氧共生体。此外,在我们的研究中,自感染的第一天起,就出现了特定的微生物特征,而与 SARS-CoV-2 病毒载量无关。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/a792/10913489/946202b5f1f0/spectrum.03009-23.f001.jpg

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