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肠道微生物多样性与人体肥胖呈负相关。

Gut microbiome diversity within is negatively associated with human obesity.

机构信息

Vidarium-Nutrition, Health and Wellness Research Center, Grupo Empresarial Nutresa, Medellin, Colombia.

Department of Microbiome Science, Max Planck Institute for Biology, Tübingen, Germany.

出版信息

mSystems. 2024 Aug 20;9(8):e0062724. doi: 10.1128/msystems.00627-24. Epub 2024 Jul 16.

Abstract

UNLABELLED

are abundant in the human gut and comprise families associated with host health such as which has been correlated with leanness. However, culturing bacteria within this family is challenging, leading to their detection primarily through 16S rRNA amplicon sequencing, which has a limited ability to unravel diversity at low taxonomic levels, or by shotgun metagenomics, which is hindered by its high costs and complexity. In this cross-sectional study involving 114 Colombian adults, we used an amplicon-based sequencing strategy with alternative markers-gyrase subunit B () and DNA K chaperone heat protein 70 ()-that evolve faster than the 16S rRNA gene. Comparing the diversity and abundance observed with the three markers in our cohort, we found a reduction in the diversity of , particularly within and among obese individuals [as measured by the body mass index (BMI)]. Within , the diversity of negatively correlated with BMI. Within , the genera and also exhibited this negative correlation. In addition, the abundance of was negatively correlated with BMI. Leveraging shotgun metagenomic data, we conducted a phylogenetic and genomic characterization of 120 metagenome-assembled genomes from obtained from a larger sample of the same cohort. We identified 17 of the 72 reported species. The functional annotation of these genomes showed the presence of multiple carbohydrate-active enzymes, particularly glycosyl transferases and glycoside hydrolases, suggesting potential beneficial roles in fiber degradation, carbohydrate metabolism, and butyrate production.

IMPORTANCE

The gut microbiota is diverse across various taxonomic levels. At the intra-species level, it comprises multiple strains, some of which may be host-specific. However, our understanding of fine-grained diversity has been hindered by the use of the conserved 16S rRNA gene. While shotgun metagenomics offers higher resolution, it remains costly, may fail to identify specific microbes in complex samples, and requires extensive computational resources and expertise. To address this, we employed a simple and cost-effective analysis of alternative genetic markers to explore diversity within , a crucial group within the human gut microbiota whose diversity may be underestimated. We found high intra-species diversity for certain groups and associations with obesity. Notably, we identified , an understudied group. Making use of metagenomic data, we inferred functionality, uncovering potential beneficial roles in dietary fiber and carbohydrate degradation, as well as in short-chain fatty acid production.

摘要

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大量存在于人类肠道中,包括与宿主健康相关的家族,如 ,它与消瘦有关。然而,在这个家族中培养细菌是具有挑战性的,这导致它们主要通过 16S rRNA 扩增子测序来检测,而 16S rRNA 扩增子测序在低分类水平上展开多样性的能力有限,或者通过 shotgun 宏基因组学来检测,而 shotgun 宏基因组学受到成本高和复杂性的限制。在这项涉及 114 名哥伦比亚成年人的横断面研究中,我们使用了一种基于扩增子的测序策略,使用替代标记-gyrase 亚基 B()和 DNA K 热蛋白 70(),这些标记的进化速度比 16S rRNA 基因快。通过比较我们队列中三种标记观察到的多样性和丰度,我们发现肥胖个体[如体重指数 (BMI)所衡量]中 多样性降低。在 内,属内的多样性在肥胖个体中呈下降趋势。在 内,属 和 也表现出这种负相关。此外, 的丰度与 BMI 呈负相关。利用 shotgun 宏基因组数据,我们对从同一队列更大样本中获得的 120 个 获得的 metagenome 组装基因组进行了系统发育和基因组特征分析。我们确定了 72 个报告物种中的 17 个。这些基因组的功能注释显示存在多种碳水化合物活性酶,特别是糖基转移酶和糖苷水解酶,这表明它们在纤维降解、碳水化合物代谢和丁酸产生中可能具有潜在的有益作用。

重要性

肠道微生物群在各种分类水平上是多样化的。在种内水平上,它包括多个菌株,其中一些可能是宿主特异性的。然而,我们对细粒度多样性的理解一直受到保守的 16S rRNA 基因的限制。虽然 shotgun 宏基因组学提供了更高的分辨率,但它仍然成本高昂,可能无法在复杂样本中识别特定微生物,并且需要大量的计算资源和专业知识。为了解决这个问题,我们采用了一种简单且具有成本效益的替代遗传标记分析方法来探索 内的多样性,这是人类肠道微生物群中一个关键的群体,其多样性可能被低估了。我们发现某些群体的种内多样性很高,并与肥胖有关。值得注意的是,我们发现了 ,这是一个研究不足的群体。利用宏基因组数据,我们推断了功能,揭示了在膳食纤维和碳水化合物降解以及短链脂肪酸产生中的潜在有益作用。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/c6ae/11334427/8893dc13ce2d/msystems.00627-24.f001.jpg

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