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一种基于基因本体论和16S rRNA基因的微生物群落功能分析综合策略。

An integrated strategy for functional analysis of microbial communities based on gene ontology and 16S rRNA gene.

作者信息

Deng Su-Ping, Huang De-Shuang

出版信息

Int J Data Min Bioinform. 2015;13(1):63-74. doi: 10.1504/ijdmb.2015.070841.

Abstract

In order to analyse the similarity among microbial communities on functional state after assigning 16S rRNA sequences from all microbial communities to species. It's an important addition to the species-level relationship between two compared communities and can quantify their differences in function. We downloaded all functional annotation data of several microbiotas. It's developed to identify the functional distribution and the significantly enriched functional categories of microbial communities. We analysed the similarity between two microbial communities on functional state. In the experimental results, it shows that the semantic similarity can quantify the difference between two compared species on function level. It can analyse the function of microbial communities by gene ontology based on 16S rRNA gene. Exploration of the function relationship between two sets of species assemblages will be a key result of microbiome studies and may provide new insights into assembly of a wide range of ecosystems.

摘要

为了在将所有微生物群落的16S rRNA序列归类到物种后,分析微生物群落功能状态之间的相似性。这是对两个比较群落之间物种水平关系的重要补充,并且可以量化它们在功能上的差异。我们下载了几种微生物群的所有功能注释数据。它旨在识别微生物群落的功能分布和显著富集的功能类别。我们分析了两个微生物群落功能状态之间的相似性。实验结果表明,语义相似性可以在功能水平上量化两个比较物种之间的差异。它可以基于16S rRNA基因通过基因本体论来分析微生物群落的功能。探索两组物种组合之间的功能关系将是微生物组研究的一个关键成果,并可能为广泛生态系统的组装提供新的见解。

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