Rath Silke, Rud Tatjana, Pieper Dietmar H, Vital Marius
Microbial Interactions and Processes Research Group, Helmholtz Centre for Infection Research, Braunschweig, Germany.
Institute for Medical Microbiology and Hospital Epidemiology, Hannover Medical School, Hanover, Germany.
Front Microbiol. 2020 Jan 9;10:2966. doi: 10.3389/fmicb.2019.02966. eCollection 2019.
Human gut bacteria metabolize dietary components such as choline and carnitine to trimethylamine (TMA) that is subsequently oxidized to trimethylamine--oxide (TMAO) by hepatic enzymes. Increased plasma levels of TMAO are associated with the development of cardiovascular and renal disease. In this study, we applied gene-targeted assays in order to quantify (qPCR) and characterize (MiSeq) bacterial genes encoding enzymes responsible for TMA production, namely choline-TMA lyase (), carnitine oxygenase () and betaine reductase () in 89 fecal samples derived from various mammals spanning three dietary groups (carnivores, omnivores and herbivores) and four host orders (Carnivora, Primates, Artiodactyla and Perissodactyla). All samples contained potential TMA-producing bacteria, however, at low abundances (<1.2% of total community). The gene was more abundant in omnivores and carnivores compared with herbivores. C was almost absent from herbivores and showed lowest average abundance of all three genes. Bacteria harboring and displayed high diversities where sequence types affiliated with various taxa within dominated, whereas comprised sequences primarily linked to . Composition of TMA-forming communities was strongly influenced by diet and host taxonomy and despite their high correlation, both factors contributed uniquely to community structure. Furthermore, Random Forest (RF) models could differentiate between groups at high accuracies. This study gives a comprehensive overview of potential TMA-producing bacteria in the mammalian gut demonstrating that both diet and host taxonomy govern their abundance and composition. It highlights the role of functional redundancy sustaining potential TMA formation in distinct gut environments.
人类肠道细菌将胆碱和肉碱等膳食成分代谢为三甲胺(TMA),随后TMA被肝脏酶氧化为氧化三甲胺(TMAO)。血浆中TMAO水平升高与心血管疾病和肾脏疾病的发生有关。在本研究中,我们应用基因靶向分析来定量(qPCR)和表征(MiSeq)编码负责TMA产生的酶的细菌基因,即胆碱-TMA裂解酶()、肉碱加氧酶()和甜菜碱还原酶(),这些基因来自89份粪便样本,这些样本来自跨越三个饮食组(食肉动物、杂食动物和食草动物)和四个宿主目(食肉目、灵长目、偶蹄目和奇蹄目)的各种哺乳动物。所有样本都含有潜在的产TMA细菌,然而,其丰度较低(占总群落的<1.2%)。与食草动物相比,杂食动物和食肉动物中的基因更为丰富。食草动物中几乎不存在C,并且在所有三个基因中显示出最低的平均丰度。携带和的细菌表现出高度的多样性,其中与内各种分类群相关的序列类型占主导地位,而主要由与相关的序列组成。形成TMA的群落组成受到饮食和宿主分类学的强烈影响,尽管它们具有高度相关性,但这两个因素对群落结构的贡献是独特的。此外,随机森林(RF)模型可以高精度地区分不同组。这项研究全面概述了哺乳动物肠道中潜在的产TMA细菌,表明饮食和宿主分类学都控制着它们的丰度和组成。它突出了功能冗余在不同肠道环境中维持潜在TMA形成的作用。