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肠道微生物特征可作为复杂型克罗恩病的标志物,但在不同队列中存在差异;一种计算机模拟方法。

Gut Microbial Signatures Underline Complicated Crohn's Disease but Vary Between Cohorts; An In Silico Approach.

机构信息

Laboratory of Pharmacology, Faculty of Medicine, Democritus University of Thrace, Alexandroupolis, Greece.

Laboratory of Gastroenterology, Faculty of Medicine, University of Crete, Heraklion, Greece.

出版信息

Inflamm Bowel Dis. 2019 Jan 10;25(2):217-225. doi: 10.1093/ibd/izy328.

Abstract

Microflora dysbiosis is implicated in the pathophysiology of Crohn's disease. This work analyzes differences in microbial communities and relevant metabolic pathways among the nonstricturing nonpenetrating (B1), stricturing (B2), and penetrating (B3) subphenotypes of Crohn's disease vs healthy controls. We conducted a bioinformatics analysis using the QIIME pipeline and the Calypso, linear discriminant analysis effect size, Phylogenetic Investigation of Communities by Reconstruction of Unobserved States, and STAMP tools on publicly available 16S bacterial rRNA sequencing data from terminal ileum mucosal biopsies of healthy controls and the 3 subphenotypes of Crohn's disease. We analyzed differences in microbial diversity and taxonomy, inferred active metabolic pathways via relevant genes' abundance, and detected bacterial families that could serve as biomarkers. Microbiota α-diversity was decreased within all 3 Crohn's disease subphenotypes vs control samples, with more significant reductions in B2 and B3 compared with B1. β-diversity analysis identified similar microbial patterns in B2 and B3 samples, different from those of B1 and from those of healthy controls. Abundance analysis of microbial families in cohorts, beyond altered abundances compared with healthy controls, highlighted significant differences between the B2 and B3 subphenotypes and the B1 subphenotype. A similar pattern was observed in the inference of microbial metabolomics: the B2 and B3 cohorts had different predicted metabolotypes from the B1 cohort, in addition to differences observed in Crohn's disease vs healthy controls. Our findings indicate distinct microbiome signatures in complicated Crohn's disease subphenotypes and provide the basis for further investigation into the role of gut microflora in the natural course of Crohn's disease.

摘要

微生物失调与克罗恩病的病理生理学有关。本研究分析了非狭窄性非穿透性(B1)、狭窄性(B2)和穿透性(B3)克罗恩病亚表型与健康对照之间微生物群落和相关代谢途径的差异。我们使用 QIIME 管道和 Calypso、线性判别分析效应大小、群落重建的系统发育推断以及 STAMP 工具,对来自健康对照和克罗恩病 3 个亚表型的末端回肠黏膜活检的 16S 细菌 rRNA 测序的公开可用数据进行了生物信息学分析。我们分析了微生物多样性和分类学的差异,通过相关基因丰度推断活跃的代谢途径,并检测了可作为生物标志物的细菌家族。与对照样本相比,所有 3 种克罗恩病亚表型的微生物 α多样性均降低,B2 和 B3 亚表型的降低更为显著。β多样性分析确定了 B2 和 B3 样本中相似的微生物模式,与 B1 和健康对照的模式不同。对队列中微生物家族的丰度分析,除了与健康对照组相比发生改变的丰度外,还突出了 B2 和 B3 亚表型与 B1 亚表型之间的显著差异。在微生物代谢组学推断中也观察到了类似的模式:除了观察到克罗恩病与健康对照组之间的差异外,B2 和 B3 队列与 B1 队列的预测代谢型也不同。我们的研究结果表明,复杂的克罗恩病亚表型存在独特的微生物特征,并为进一步研究肠道微生物群在克罗恩病自然病程中的作用提供了依据。

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