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儿科肠道微生物群与 SARS-CoV-2 感染的关系。

The Relationship Between Pediatric Gut Microbiota and SARS-CoV-2 Infection.

机构信息

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

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

出版信息

Front Cell Infect Microbiol. 2022 Jul 8;12:908492. doi: 10.3389/fcimb.2022.908492. eCollection 2022.

Abstract

This is the first study on gut microbiota (GM) in children affected by coronavirus disease 2019 (COVID-19). Stool samples from 88 patients with suspected severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) infection and 95 healthy subjects were collected (admission: 3-7 days, discharge) to study GM profile by 16S rRNA gene sequencing and relationship to disease severity. The study group was divided in COVID-19 (68), Non-COVID-19 (16), and MIS-C (multisystem inflammatory syndrome in children) (4). Correlations among GM ecology, predicted functions, multiple machine learning (ML) models, and inflammatory response were provided for COVID-19 and Non-COVID-19 cohorts. The GM of COVID-19 cohort resulted as dysbiotic, with the lowest α-diversity compared with Non-COVID-19 and CTRLs and by a specific β-diversity. Its profile appeared enriched in , , and and reduced in , , , , , , and , compared with CTRLs ( 0.05). All GM paired-comparisons disclosed comparable results through all time points. The comparison between COVID-19 and Non-COVID-19 cohorts highlighted a reduction of in the COVID-19 cohort ( < 0.05). The GM of MIS-C cohort was characterized by an increase of , , , , and and a decrease of , , , and , compared with CTRLs. Stratifying for disease severity, the GM associated to "moderate" COVID-19 was characterized by lower α-diversity compared with "mild" and "asymptomatic" and by a GM profile deprived in , , , and and enriched in , , , , , , and The ML models identified , , , , , , , , , , , , , , , , and as microbial markers of COVID-19. The KEGG ortholog (KO)-based prediction of GM functional profile highlighted 28 and 39 KO-associated pathways to COVID-19 and CTRLs, respectively. Finally, and correlated with proinflammatory cytokines regardless disease severity. Unlike adult GM profiles, was a specific marker of pediatric COVID-19 GM. The durable modification of patients' GM profile suggested a prompt GM quenching response to SARS-CoV-2 infection since the first symptoms. and reduced fatty acid and amino acid degradation were proposed as specific COVID-19 disease traits, possibly associated to restrained severity of SARS-CoV-2-infected children. Altogether, this evidence provides a characterization of the pediatric COVID-19-related GM.

摘要

这是第一项关于感染 2019 年冠状病毒病(COVID-19)的儿童肠道微生物群(GM)的研究。采集了 88 例疑似严重急性呼吸综合征冠状病毒 2(SARS-CoV-2)感染患儿和 95 例健康对照者的粪便样本(入院:3-7 天,出院),通过 16S rRNA 基因测序研究 GM 谱,并研究其与疾病严重程度的关系。研究组分为 COVID-19(68 例)、非 COVID-19(16 例)和 MIS-C(儿童多系统炎症综合征)(4 例)。为 COVID-19 和非 COVID-19 队列提供了 GM 生态、预测功能、多种机器学习(ML)模型和炎症反应之间的相关性。与对照组相比,COVID-19 队列的 GM 结果表现为生态失调,与非 COVID-19 和对照组相比,其 α 多样性最低,β 多样性具有特异性。其谱在 、 、 和 中丰富,而在 、 、 、 、 、 和 中减少( < 0.05)。所有 GM 配对比较在所有时间点都通过了比较。COVID-19 队列与非 COVID-19 队列的比较显示,COVID-19 队列中 的减少( < 0.05)。MIS-C 队列的 GM 特征是 、 、 、 、 和 增加,而 、 、 和 减少,与对照组相比。按疾病严重程度分层,与“中度”COVID-19 相关的 GM 特征是与“轻度”和“无症状”相比,α 多样性较低,并且 GM 谱在 、 、 、 中减少,在 、 、 、 、 、 中丰富。ML 模型确定了 、 、 、 、 、 、 、 、 、 、 、 、 、 、 、 和 作为 COVID-19 的微生物标志物。基于 KO 的 GM 功能谱预测强调了与 COVID-19 和对照组分别相关的 28 和 39 个 KO 相关途径。最后, 无论疾病严重程度如何,均与促炎细胞因子相关。与成人 GM 谱不同, 是儿科 COVID-19 GM 的特异性标志物。患者 GM 谱的持久改变表明,自出现第一个症状以来,GM 对 SARS-CoV-2 感染的反应迅速减弱。和脂肪酸及氨基酸降解减少被认为是 COVID-19 疾病的特定特征,可能与 SARS-CoV-2 感染儿童的严重程度受限有关。总之,这些证据提供了对儿童 COVID-19 相关 GM 的特征描述。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/850d/9304937/f48448fbd6f0/fcimb-12-908492-g001.jpg

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