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基于对数比率的不同饮食阶段口腔微生物群组成个体变化分析。

A Log Ratio-Based Analysis of Individual Changes in the Composition of the Oral Microbiota in Different Dietary Phases.

作者信息

Vach Kirstin, Al-Ahmad Ali, Anderson Annette, Woelber Johan Peter, Karygianni Lamprini, Wittmer Annette, Hellwig Elmar

机构信息

Institute of Medical Biometry and Medical Statistics, Faculty of Medicine and Medical Center, University of Freiburg, Stefan-Meier-Str. 26, D-79104 Freiburg, Germany.

Center for Dental Medicine, Department of Operative Dentistry and Periodontology, Faculty of Medicine and Medical Center, University of Freiburg, Hugstetter Straße 55, D-79106 Freiburg, Germany.

出版信息

Nutrients. 2021 Feb 28;13(3):793. doi: 10.3390/nu13030793.

Abstract

BACKGROUND

Investigating the influence of nutrition on oral health has a long scientific history. Due to recent technical advances like sequencing techniques for the oral microbiota, this topic has gained scientific interest again. A basic challenge is to understand the influence of nutrition on the oral microbiota and on the interaction between the oral bacteria, which is also statistically challenging.

METHODS

Log-transformed ratios of two bacteria concentrations are introduced as the basic analytic tool. The framework is illustrated by application in an experimental study exposing eleven participants to different nutrition schemes in five consecutive phases.

RESULTS

The method could be sufficiently used to analyse the interrelation between the bacteria and to identify some bacterial groups with the same as well as different reactions to additional dietary components. It was found that the strongest changes in bacterial concentrations were achieved by the additional consumption of dairy products.

CONCLUSION

A log ratio-based analysis offers insights into the relation of different bacteria while taking specific features of compositional data into account. The presented methods allow becoming independent of the behaviour of other bacteria, which is a disadvantage of common analysis methods of compositions. The results indicate that modulations of the oral biofilm microbiota due to nutrition change can be attained.

摘要

背景

研究营养对口腔健康的影响有着悠久的科学历史。由于近期诸如口腔微生物群测序技术等技术进步,这个话题再次引起了科学关注。一个基本挑战是了解营养对口腔微生物群以及口腔细菌之间相互作用的影响,这在统计学上也具有挑战性。

方法

引入两种细菌浓度的对数转换比值作为基本分析工具。通过在一项实验研究中的应用来说明该框架,该实验研究让11名参与者在连续五个阶段接受不同的营养方案。

结果

该方法可充分用于分析细菌之间的相互关系,并识别出对额外饮食成分有相同及不同反应的一些细菌群。发现通过额外食用乳制品可使细菌浓度发生最显著变化。

结论

基于对数比值的分析在考虑成分数据特定特征的同时,能深入了解不同细菌之间的关系。所提出的方法能够不受其他细菌行为的影响,而这是常见成分分析方法的一个缺点。结果表明,营养变化可导致口腔生物膜微生物群的调节。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/ee86/7997190/c649f034da74/nutrients-13-00793-g001.jpg

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