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基于基因组学的人类肠道微生物群中氨基酸生物合成的重建与预测分析

Genomics-Based Reconstruction and Predictive Profiling of Amino Acid Biosynthesis in the Human Gut Microbiome.

作者信息

Ashniev German A, Petrov Sergey N, Iablokov Stanislav N, Rodionov Dmitry A

机构信息

A.A. Kharkevich Institute for Information Transmission Problems, Russian Academy of Sciences, 127994 Moscow, Russia.

Vavilov Institute of General Genetics, Russian Academy of Sciences, 119991 Moscow, Russia.

出版信息

Microorganisms. 2022 Mar 30;10(4):740. doi: 10.3390/microorganisms10040740.

Abstract

The human gut microbiota (HGM) have an impact on host health and disease. Amino acids are building blocks of proteins and peptides, also serving as precursors of many essential metabolites including nucleotides, cofactors, etc. Many HGM community members are unable to synthesize some amino acids (auxotrophs), while other members possess complete biosynthetic pathways for these nutrients (prototrophs). Metabolite exchange between auxotrophs and prototrophs affects microbial community structure. Previous studies of amino acid biosynthetic phenotypes were limited to model species or narrow taxonomic groups of bacteria. We analyzed over 2800 genomes representing 823 cultured HGM species with the aim to reconstruct biosynthetic pathways for proteinogenic amino acids. The genome context analysis of incomplete pathway variants allowed us to identify new potential enzyme variants in amino acid biosynthetic pathways. We further classified the studied organisms with respect to their pathway variants and inferred their prototrophic vs. auxotrophic phenotypes. A cross-species comparison was applied to assess the extent of conservation of the assigned phenotypes at distinct taxonomic levels. The obtained reference collection of binary metabolic phenotypes was used for predictive metabolic profiling of HGM samples from several large metagenomic datasets. The established approach for metabolic phenotype profiling will be useful for prediction of overall metabolic properties, interactions, and responses of HGM microbiomes as a function of dietary variations, dysbiosis and other perturbations.

摘要

人类肠道微生物群(HGM)对宿主健康和疾病有影响。氨基酸是蛋白质和肽的组成部分,也是许多必需代谢物(包括核苷酸、辅因子等)的前体。许多HGM群落成员无法合成某些氨基酸(营养缺陷型),而其他成员则拥有这些营养物质的完整生物合成途径(原养型)。营养缺陷型和原养型之间的代谢物交换会影响微生物群落结构。先前对氨基酸生物合成表型的研究仅限于模型物种或细菌的狭义分类群。我们分析了代表823种培养的HGM物种的2800多个基因组,目的是重建蛋白质氨基酸的生物合成途径。对不完整途径变体的基因组背景分析使我们能够识别氨基酸生物合成途径中的新潜在酶变体。我们进一步根据所研究生物体的途径变体对其进行分类,并推断它们的原养型与营养缺陷型表型。应用跨物种比较来评估不同分类水平上指定表型的保守程度。获得的二元代谢表型参考集用于对来自几个大型宏基因组数据集的HGM样本进行预测性代谢谱分析。所建立的代谢表型分析方法将有助于预测HGM微生物群的整体代谢特性、相互作用以及作为饮食变化、生态失调和其他扰动函数的反应。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/ff55/9026213/73c3040d2aa4/microorganisms-10-00740-g001.jpg

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