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人类肠道微生物群产生短链脂肪酸的基因组重建

Genomic reconstruction of short-chain fatty acid production by the human gut microbiota.

作者信息

Frolova Maria S, Suvorova Inna A, Iablokov Stanislav N, Petrov Sergei N, Rodionov Dmitry A

机构信息

Institute of Cell Biophysics, Russian Academy of Sciences, Pushchino, Russia.

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

出版信息

Front Mol Biosci. 2022 Aug 11;9:949563. doi: 10.3389/fmolb.2022.949563. eCollection 2022.

Abstract

Short-chain fatty acids (SCFAs) including acetate, formate, propionate, and butyrate are the end products of dietary fiber and host glycan fermentation by the human gut microbiota (HGM). SCFAs produced in the column are of utmost importance for host physiology and health. Butyrate and propionate improve gut health and play a key role in the neuroendocrine and immune systems. Prediction of HGM metabolic potential is important for understanding the influence of diet and HGM-produced metabolites on human health. We conducted a detailed metabolic reconstruction of pathways for the synthesis of SCFAs and L- and D-lactate, as additional fermentation products, in a reference set of 2,856 bacterial genomes representing strains of >800 known HGM species. The reconstructed butyrate and propionate pathways included four and three pathway variants, respectively, that start from different metabolic precursors. Altogether, we identified 48 metabolic enzymes, including five alternative enzymes in propionate pathways, and propagated their occurrences across all studied genomes. We established genomic signatures for reconstructed pathways and classified genomes according to their simplified binary phenotypes encoding the ability ("1") or inability ("0") of a given organism to produce SCFAs. The resulting binary phenotypes combined into a binary phenotype matrix were used to assess the SCFA synthesis potential of HGM samples from several public metagenomic studies. We report baseline and variance for Community Phenotype Indices calculated for SCFAs production capabilities in 16S metagenomic samples of intestinal microbiota from two large national cohorts (American Gut Project, UK twins), the Hadza hunter-gatherers, and the young children cohort of infants with high-risk for type 1 diabetes. We further linked the predicted SCFA metabolic capabilities with available SCFA concentrations both for fecal samples and fermentation samples from previous studies. Finally, we analyzed differential representation of individual SCFA pathway genes across several WGS metagenomic datasets. The obtained collection of SCFA pathway genes and phenotypes enables the predictive metabolic phenotype profiling of HGM datasets and enhances the methodology to study cross-feeding interactions in the gut microbiomes.

摘要

短链脂肪酸(SCFAs),包括乙酸盐、甲酸盐、丙酸盐和丁酸盐,是膳食纤维和人类肠道微生物群(HGM)对宿主聚糖进行发酵的终产物。在肠道中产生的短链脂肪酸对宿主生理和健康至关重要。丁酸盐和丙酸盐可改善肠道健康,并在神经内分泌和免疫系统中发挥关键作用。预测HGM的代谢潜力对于理解饮食和HGM产生的代谢产物对人类健康的影响非常重要。我们在一组包含代表800多种已知HGM物种菌株的2856个细菌基因组的参考集中,对SCFAs以及作为额外发酵产物的L-和D-乳酸的合成途径进行了详细的代谢重建。重建的丁酸盐和丙酸盐途径分别包括四种和三种途径变体,它们起始于不同的代谢前体。我们总共鉴定出48种代谢酶,包括丙酸盐途径中的五种替代酶,并在所有研究的基因组中传播它们的出现情况。我们为重建的途径建立了基因组特征,并根据编码给定生物体产生SCFAs能力(“1”)或无此能力(“0”)的简化二元表型对基因组进行分类。将所得的二元表型组合成一个二元表型矩阵,用于评估来自几项公共宏基因组研究的HGM样本的SCFA合成潜力。我们报告了在两个大型国家队列(美国肠道项目、英国双胞胎)、哈扎狩猎采集者以及1型糖尿病高危婴儿幼儿队列的肠道微生物群16S宏基因组样本中,针对SCFAs生产能力计算的群落表型指数的基线和方差。我们还将预测的SCFA代谢能力与先前研究中粪便样本和发酵样本的可用SCFA浓度联系起来。最后,我们分析了几个全基因组测序宏基因组数据集之间单个SCFA途径基因的差异表示。所获得的SCFA途径基因和表型集合能够对HGM数据集进行预测性代谢表型分析,并增强了研究肠道微生物群中交叉喂养相互作用的方法。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/9a4c/9403272/e9c25b22ad55/fmolb-09-949563-g001.jpg

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