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旅行者的肠道微生物组成与粪便脂肪钙蛋白-2 有关,脂肪钙蛋白-2 是肠道炎症的介质。

Gut microbiota composition in travellers is associated with faecal lipocalin-2, a mediator of gut inflammation.

机构信息

Barcelona Institute for Global Health (ISGlobal), Barcelona, Spain.

Department of Clinical Microbiology, Biomedical Diagnostic Center (CDB), Hospital Clínic of Barcelona, University of Barcelona, Barcelona, Spain.

出版信息

Front Cell Infect Microbiol. 2024 Apr 26;14:1387126. doi: 10.3389/fcimb.2024.1387126. eCollection 2024.

Abstract

INTRODUCTION

We examined the gut microbiota of travellers returning from tropical areas with and without traveller's diarrhoea (TD) and its association with faecal lipocalin-2 (LCN2) levels.

METHODS

Participants were recruited at the Hospital Clinic of Barcelona, Spain, and a single stool sample was collected from each individual to perform the diagnostic of the etiological agent causing gastrointestinal symptoms as well as to measure levels of faecal LCN2 as a biomarker of gut inflammation. We also characterised the composition of the gut microbiota by sequencing the region V3-V4 from the 16S rRNA gene, and assessed its relation with the clinical presentation of TD and LCN2 levels using a combination of conventional statistical tests and unsupervised machine learning approaches.

RESULTS

Among 61 participants, 45 had TD, with 40% having identifiable etiological agents. Surprisingly, LCN2 levels were similar across groups, suggesting gut inflammation occurs without clinical TD symptoms. Differential abundance (DA) testing highlighted a microbial profile tied to high LCN2 levels, marked by increased and , and decreased , notably . UMAP analysis confirmed this profile's association, revealing distinct clusters based on LCN2 levels. The study underscores the discriminatory power of UMAP in capturing meaningful microbial patterns related to clinical variables. No relevant differences in the gut microbiota composition were found between travellers with or without TD.

DISCUSSION

The findings suggest a correlation between gut microbiome and LCN2 levels during travel, emphasising the need for further research to discern the nature of this relationship.

摘要

简介

本研究旨在探讨来自热带地区的旅行者中有无旅行者腹泻(TD)人群的肠道微生物群,并分析其与粪便脂肪酶相关蛋白 2(LCN2)水平的关系。

方法

研究人员在西班牙巴塞罗那 Clinic 医院招募了参与者,并从每位个体中收集了一份粪便样本,以进行胃肠道症状病因诊断,并测量粪便 LCN2 水平作为肠道炎症的生物标志物。我们还通过测序 16S rRNA 基因的 V3-V4 区来描述肠道微生物群的组成,并使用常规统计检验和无监督机器学习方法评估其与 TD 临床表现和 LCN2 水平的关系。

结果

在 61 名参与者中,45 人患有 TD,其中 40%可识别出病因。令人惊讶的是,各组之间的 LCN2 水平相似,表明肠道炎症发生时可能没有临床 TD 症状。差异丰度(DA)测试突出了与高 LCN2 水平相关的微生物特征,表现为和 的增加,和 的减少,特别是 。UMAP 分析证实了该特征与 LCN2 水平的关联,根据 LCN2 水平揭示了不同的聚类。该研究强调了 UMAP 在捕捉与临床变量相关的有意义微生物模式方面的区分能力。未发现有无 TD 旅行者肠道微生物群组成的相关差异。

讨论

研究结果表明,在旅行期间,肠道微生物群与 LCN2 水平之间存在相关性,强调需要进一步研究以辨别这种关系的性质。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/eb74/11082338/6e54e55f8313/fcimb-14-1387126-g001.jpg

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