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慢性功能性便秘患儿的微生物群特征

Characterization of Microbiota in Children with Chronic Functional Constipation.

作者信息

de Meij Tim G J, de Groot Evelien F J, Eck Anat, Budding Andries E, Kneepkens C M Frank, Benninga Marc A, van Bodegraven Adriaan A, Savelkoul Paul H M

机构信息

Department of Pediatric Gastroenterology, VU University Medical Center, Amsterdam, The Netherlands.

Department of Gastroenterology and Hepatology, VU University Medical Center, Amsterdam, The Netherlands.

出版信息

PLoS One. 2016 Oct 19;11(10):e0164731. doi: 10.1371/journal.pone.0164731. eCollection 2016.

Abstract

OBJECTIVES

Disruption of the intestinal microbiota is considered an etiological factor in pediatric functional constipation. Scientifically based selection of potential beneficial probiotic strains in functional constipation therapy is not feasible due to insufficient knowledge of microbiota composition in affected subjects. The aim of this study was to describe microbial composition and diversity in children with functional constipation, compared to healthy controls.

STUDY DESIGN

Fecal samples from 76 children diagnosed with functional constipation according to the Rome III criteria (median age 8.0 years; range 4.2-17.8) were analyzed by IS-pro, a PCR-based microbiota profiling method. Outcome was compared with intestinal microbiota profiles of 61 healthy children (median 8.6 years; range 4.1-17.9). Microbiota dissimilarity was depicted by principal coordinate analysis (PCoA), diversity was calculated by Shannon diversity index. To determine the most discriminative species, cross validated logistic ridge regression was performed.

RESULTS

Applying total microbiota profiles (all phyla together) or per phylum analysis, no disease-specific separation was observed by PCoA and by calculation of diversity indices. By ridge regression, however, functional constipation and controls could be discriminated with 82% accuracy. Most discriminative species were Bacteroides fragilis, Bacteroides ovatus, Bifidobacterium longum, Parabacteroides species (increased in functional constipation) and Alistipes finegoldii (decreased in functional constipation).

CONCLUSIONS

None of the commonly used unsupervised statistical methods allowed for microbiota-based discrimination of children with functional constipation and controls. By ridge regression, however, both groups could be discriminated with 82% accuracy. Optimization of microbiota-based interventions in constipated children warrants further characterization of microbial signatures linked to clinical subgroups of functional constipation.

摘要

目的

肠道微生物群的破坏被认为是小儿功能性便秘的一个病因。由于对受影响个体的微生物群组成了解不足,在功能性便秘治疗中基于科学选择潜在有益益生菌菌株是不可行的。本研究的目的是描述功能性便秘儿童与健康对照相比的微生物组成和多样性。

研究设计

采用基于PCR的微生物群分析方法IS-pro,对76名根据罗马III标准诊断为功能性便秘的儿童(中位年龄8.0岁;范围4.2 - 17.8岁)的粪便样本进行分析。将结果与61名健康儿童(中位年龄8.6岁;范围4.1 - 17.9岁)的肠道微生物群谱进行比较。通过主坐标分析(PCoA)描述微生物群的差异,通过香农多样性指数计算多样性。为了确定最具鉴别力的物种,进行了交叉验证的逻辑岭回归。

结果

应用总微生物群谱(所有门一起)或按门分析,通过PCoA和多样性指数计算未观察到疾病特异性分离。然而,通过岭回归,功能性便秘和对照组可以以82%的准确率进行区分。最具鉴别力的物种是脆弱拟杆菌、卵形拟杆菌、长双歧杆菌、副拟杆菌属(在功能性便秘中增加)和费氏艾利斯菌(在功能性便秘中减少)。

结论

常用的无监督统计方法均无法基于微生物群对功能性便秘儿童和对照组进行区分。然而,通过岭回归,两组可以以82%的准确率进行区分。优化基于微生物群的便秘儿童干预措施需要进一步表征与功能性便秘临床亚组相关的微生物特征。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/0168/5070844/b15bbf27a99a/pone.0164731.g001.jpg

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