The Human Gut Microbiome is Structured to Optimize Molecular Interaction Networks

被引:5
作者
Ling, Yiwei [1 ]
Watanabe, Yu [1 ]
Okuda, Shujiro [1 ]
机构
[1] Niigata Univ, Grad Sch Med & Dent Sci, Chuo Ku, 1-757 Asahimachi Dori, Niigata 9518510, Japan
基金
日本学术振兴会;
关键词
Microbiome; Molecular interaction networks; Human gut; Metagenomics; Interspecific interaction; CATALOG;
D O I
10.1016/j.csbj.2019.07.011
中图分类号
Q5 [生物化学]; Q7 [分子生物学];
学科分类号
071010 ; 081704 ;
摘要
Microbiome studies estimate the functions of bacterial flora in situ on the basis of species composition and gene function; however, estimation of interspecies interaction networks is challenging. This study aimed to develop a method to predict the interaction networks among bacterial species from human gut metagenome data using bioinformatics methods. Our proposed method revealed that adjacent gene pairs involved in bacterial interspedes interactions are localized at boundary regions and encode membrane proteins mediating interactions between the intracellular and extracellular environments, e.g., transporters and channel proteins, and those mediating interactions between metabolic pathways. Actual human gut metagenome data displayed numerous such highly reliable interspedes interaction gene pairs in comparison with random simulated metagenome data sets, suggesting that the species composition of the actual microbiome facilitated more robust interspecific interactions. The present results indicate that molecular interaction networks in human gut flora are organized by a combination of interaction networks common to all individuals and group-specific interaction networks. (C) 2019 The Authors. Published by Elsevier B.V. behalf of Research Network of Computational and Structural Biotechnology.
引用
收藏
页码:1040 / 1046
页数:7
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