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Large-scale metagenomic assembly provide new insights into the genetic evolution of gut microbiomes in plateau ungulates. 大规模元基因组组装为了解高原蹄类动物肠道微生物群的遗传进化提供了新的视角。
IF 7.8 1区 生物学 Q1 BIOTECHNOLOGY & APPLIED MICROBIOLOGY Pub Date : 2024-11-06 DOI: 10.1038/s41522-024-00597-3
Bo Xu, Pengfei Song, Feng Jiang, Zhenyuan Cai, Haifeng Gu, Hongmei Gao, Bin Li, Chengbo Liang, Wen Qin, Jingjie Zhang, Jingyan Yan, Daoxin Liu, Guo Sun, Tongzuo Zhang

Trillions of microbes colonize the ungulate gastrointestinal tract, playing a pivotal role in enhancing host nutrient utilization by breaking down cellulose and hemicellulose present in plants. Here, through large-scale metagenomic assembly, we established a catalog of 131,416 metagenome-assembled genomes (MAGs) and 11,175 high-quality species-level genome bins (SGBs) from 17 species of ungulates in China. Our study revealed the convergent evolution of high relative abundances of carbohydrate-active enzymes (CAZymes) in the gut microbiomes of plateau-dwelling ungulates. Notably, two significant factors contribute to this phenotype: structural variations in their gut microbiome genomes, which contain more CAZymes, and the presence of novel gut microbiota species, particularly those in the genus Cryptobacteroides, which are undergoing independent rapid evolution and speciation and have higher gene densities of CAZymes. Furthermore, these enrichment CAZymes in the gut microbiomes are highly enrichment in known metabolic pathways for short-chain fatty acid (SCFA) production. Our findings not only provide a valuable genomic resource for understanding the gut microbiomes of ungulates but also offer fresh insights into the interaction between gut microbiomes and their hosts, as well as the co-adaptation of hosts and their gut microbiomes to their environments.

数以万亿计的微生物在蹄类动物的胃肠道中定植,通过分解植物中的纤维素和半纤维素,在提高宿主营养利用率方面发挥着关键作用。在这里,我们通过大规模元基因组组装,从中国的17种蹄类动物中建立了一个包含131,416个元基因组组装基因组(MAGs)和11,175个高质量物种级基因组(SGBs)的目录。我们的研究揭示了高原蹄类动物肠道微生物组中碳水化合物活性酶(CAZymes)高相对丰度的趋同进化。值得注意的是,有两个重要因素促成了这种表型:一是它们肠道微生物组基因组的结构变异,其中含有更多的CAZymes;二是新型肠道微生物群物种的存在,特别是隐杆线虫属的物种,它们正在经历独立的快速进化和物种分化,具有更高的CAZymes基因密度。此外,肠道微生物群中这些富集的 CAZymes 在已知的短链脂肪酸(SCFA)生产代谢途径中也高度富集。我们的发现不仅为了解蹄类动物肠道微生物组提供了宝贵的基因组资源,而且为了解肠道微生物组与宿主之间的相互作用以及宿主及其肠道微生物组对环境的共同适应提供了新的见解。
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引用次数: 0
Combating biofilm-associated Klebsiella pneumoniae infections using a bovine microbial enzyme. 利用牛微生物酶对抗生物膜相关的肺炎克雷伯菌感染。
IF 7.8 1区 生物学 Q1 BIOTECHNOLOGY & APPLIED MICROBIOLOGY Pub Date : 2024-11-05 DOI: 10.1038/s41522-024-00593-7
Reshma Ramakrishnan, Abhilash V Nair, Kirti Parmar, Raju S Rajmani, Dipshikha Chakravortty, Debasis Das

The emergence of multidrug-resistant Klebsiella pneumoniae poses significant clinical challenges with limited treatment options. Biofilm is an important virulence factor of K. pneumoniae, serving as a protective barrier against antibiotics and the immune system. Here, we present the remarkable ability of a bovine microbial enzyme to prevent biofilm formation (IC50 2.50 μM) and degrade pre-formed K. pneumoniae biofilms (EC50 1.94 μM) by degrading the matrix polysaccharides. The treatment was effective against four different clinical K. pneumoniae isolates tested. Moreover, the enzyme significantly improved the biofilm sensitivity of a poorly performing broad-spectrum antibiotic, meropenem, and immune cells, resulting in facile biofilm clearance from the mouse wound infection. Notably, well-known powerful enzymes of the same class, cellulase, and α-amylase, were nearly inactive against the K. pneumoniae biofilms. The enzyme exhibited antibiofilm activity without showing toxicity to the mammalian and microbial cells, highlighting the potential of the enzyme for in vivo applications.

耐多药肺炎克雷伯菌的出现给治疗方案有限的临床带来了巨大挑战。生物膜是肺炎克雷伯菌的一个重要毒力因子,是抵抗抗生素和免疫系统的保护屏障。在这里,我们展示了一种牛微生物酶阻止生物膜形成(IC50 2.50 μM)和通过降解基质多糖降解已形成的肺炎双球菌生物膜(EC50 1.94 μM)的卓越能力。该疗法对测试的四种不同的临床肺炎双球菌分离物均有效。此外,该酶还能明显改善生物膜对广谱抗生素美罗培南和免疫细胞的敏感性,从而使小鼠伤口感染的生物膜被轻松清除。值得注意的是,众所周知的同类强效酶类纤维素酶和α-淀粉酶对肺炎双球菌生物膜几乎没有作用。这种酶具有抗生物膜活性,但不会对哺乳动物和微生物细胞产生毒性,这凸显了这种酶在体内应用的潜力。
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引用次数: 0
Kinetics of imidazole propionate from orally delivered histidine in mice and humans. 小鼠和人类口服组氨酸咪唑丙酸盐的动力学。
IF 7.8 1区 生物学 Q1 BIOTECHNOLOGY & APPLIED MICROBIOLOGY Pub Date : 2024-11-04 DOI: 10.1038/s41522-024-00592-8
Moritz V Warmbrunn, Ilias Attaye, Anthony Horak, Rakhee Banerjee, William J Massey, Venkateshwari Varadharajan, Elena Rampanelli, Youling Hao, Sumita Dutta, Ina Nemet, Judith Aron-Wisnewsky, Karine Clément, Annefleur Koopen, Koen Wortelboer, Per-Olof Bergh, Mark Davids, Nadia Mohamed, E Marleen Kemper, Stanley Hazen, Albert K Groen, Daniel H van Raalte, Hilde Herrema, Fredrik Backhed, J Mark Brown, Max Nieuwdorp

Imidazole Propionate (ImP), a gut-derived metabolite from histidine, affects insulin signaling in mice and is elevated in type 2 diabetes (T2D). However, the source of histidine and the role of the gut microbiota remain unclear. We conducted an intervention study in mice and humans, comparing ImP kinetics in mice on a high-fat diet with varying histidine levels and antibiotics, and assessed ImP levels in healthy and T2D subjects with histidine supplementation. Results show that dietary histidine is metabolized to ImP, with antibiotic-induced gut microbiota suppression reducing ImP levels in mice. In contrast, oral histidine supplementation resulted in increases in circulating ImP levels in humans, whereas antibiotic treatment increased ImP levels, which was associated with a bloom of several bacterial genera that have been associated with ImP production, such as Lactobacilli. Our findings highlight the gut microbiota's crucial role in regulating ImP and the complexity of translating mouse models to humans.

组氨酸丙酸咪唑盐(ImP)是一种来自肠道的组氨酸代谢物,它会影响小鼠的胰岛素信号传导,并在 2 型糖尿病(T2D)中升高。然而,组氨酸的来源和肠道微生物群的作用仍不清楚。我们在小鼠和人类中进行了一项干预研究,比较了不同组氨酸水平的高脂饮食和抗生素在小鼠中的 ImP 动力学,并评估了补充组氨酸的健康和 T2D 受试者的 ImP 水平。结果显示,饮食中的组氨酸会代谢为 ImP,抗生素引起的肠道微生物群抑制会降低小鼠的 ImP 水平。相反,口服组氨酸补充剂会导致人体循环中的 ImP 水平升高,而抗生素治疗会增加 ImP 水平,这与乳酸杆菌等几种与 ImP 产生有关的细菌属大量繁殖有关。我们的研究结果凸显了肠道微生物群在调节 ImP 方面的关键作用,以及将小鼠模型转化为人类模型的复杂性。
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引用次数: 0
Autoinducer-2 relieves soil stress-induced dormancy of Bacillus velezensis by modulating sporulation signaling. 自诱导因子-2通过调节孢子信号转导缓解土壤胁迫诱导的韦氏芽孢杆菌休眠。
IF 7.8 1区 生物学 Q1 BIOTECHNOLOGY & APPLIED MICROBIOLOGY Pub Date : 2024-11-03 DOI: 10.1038/s41522-024-00594-6
Qin Xiong, Huihui Zhang, Xia Shu, Xiting Sun, Haichao Feng, Zhihui Xu, Ákos T Kovács, Ruifu Zhang, Yunpeng Liu

The collective behavior of bacteria is regulated by quorum sensing (QS). Autoinducer-2 (AI-2) is a common QS signal that regulates the behavior of both Gram-positive and Gram-negative bacteria. Despite the plethora of processes described to be influenced by AI-2 in diverse Gram-negative bacteria, the AI-2-regulated processes in Bacilli are relatively unexplored. Here, we describe a novel function for AI-2 in Bacillus velezensis SQR9 related to the sporulation. AI-2 inhibited the initiation of sporulation through the phosphatase RapC and the DNA binding regulator ComA. Using biochemistry experiments, we demonstrated that AI-2 interacts with RapC to stimulate its binding to ComA, which leads to an inactive ComA and subsequently a sporulation inhibition. The AI-2 molecule could be shared across species for inhibiting Bacillus sporulation and it also plays the same role in different soil conditions. Our study revealed a novel function and regulatory mechanism of AI-2 in inhibiting sporulation in Bacilli.

细菌的集体行为受法定量感应(QS)调控。自诱导子-2(AI-2)是一种常见的 QS 信号,可调节革兰氏阳性和革兰氏阴性细菌的行为。尽管在各种革兰氏阴性细菌中,AI-2 影响了大量的过程,但在芽孢杆菌中,AI-2 调控的过程却相对较少。在这里,我们描述了 AI-2 在韦氏芽孢杆菌 SQR9 中与孢子形成有关的一种新功能。AI-2 通过磷酸酶 RapC 和 DNA 结合调节因子 ComA 抑制孢子的形成。我们利用生化实验证明,AI-2 与 RapC 相互作用,刺激 RapC 与 ComA 结合,导致 ComA 失去活性,进而抑制孢子的产生。AI-2 分子在抑制芽孢杆菌孢子发生方面可以跨物种共享,而且在不同的土壤条件下也发挥着相同的作用。我们的研究揭示了 AI-2 在抑制芽孢杆菌孢子形成中的新功能和调控机制。
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引用次数: 0
Author Correction: Secreted nucleases reclaim extracellular DNA during biofilm development. 作者更正:分泌型核酸酶在生物膜发育过程中回收胞外 DNA
IF 7.8 1区 生物学 Q1 BIOTECHNOLOGY & APPLIED MICROBIOLOGY Pub Date : 2024-10-31 DOI: 10.1038/s41522-024-00595-5
Stephen M Lander, Garth Fisher, Blake A Everett, Peter Tran, Arthur Prindle
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引用次数: 0
A phosphate starvation induced small RNA promotes Bacillus biofilm formation. 磷酸盐饥饿诱导的小核糖核酸可促进芽孢杆菌生物膜的形成。
IF 7.8 1区 生物学 Q1 BIOTECHNOLOGY & APPLIED MICROBIOLOGY Pub Date : 2024-10-29 DOI: 10.1038/s41522-024-00586-6
Yulong Li, Xianming Cao, Yunrong Chai, Ruofu Chen, Yinjuan Zhao, Rainer Borriss, Xiaolei Ding, Xiaoqin Wu, Jianren Ye, Dejun Hao, Jian He, Guibin Wang, Mingmin Cao, Chunliang Jiang, Zhengmin Han, Ben Fan

Currently, almost all known regulators involved in bacterial phosphorus metabolism are proteins. In this study, we identified a conserved new small regulatory RNA (sRNA), named PhoS, encoded in the 3' untranslated region (UTR) of the phoPR genes in Bacillus velezensis and B. subtilis. Expression of phoS is strongly induced upon phosphorus scarcity and stimulated by the transcription factor PhoP. Conversely, PhoS positively regulates PhoP translation by binding to the ribosome binding site (RBS) of phoP mRNA. PhoS can promote Bacillus biofilm formation through, at least in part, enhancing the expression of the matrix-related genes, such as the eps genes and the tapA-sipW-tasA operon. The positive regulation of phoP expression by PhoS contributes to the promoting effect of PhoS on biofilm formation. sRNAs regulating biofilm formation have rarely been reported in gram-positive Bacillus species. Here we highlight the significance of sRNAs involved in two important biological processes: phosphate metabolism and biofilm formation.

目前,几乎所有参与细菌磷代谢的已知调控因子都是蛋白质。在这项研究中,我们发现了一种保守的新的小调控 RNA(sRNA),名为 PhoS,编码于枯草芽孢杆菌和枯草杆菌 phoPR 基因的 3' 非翻译区(UTR)。缺磷时,转录因子 PhoP 会强烈诱导 phoS 的表达。相反,PhoS 通过与 phoP mRNA 的核糖体结合位点(RBS)结合,积极调节 PhoP 的翻译。PhoS 可以促进芽孢杆菌生物膜的形成,至少部分是通过增强基质相关基因的表达,如 eps 基因和 tapA-sipW-tasA 操作子。PhoS 对 phoP 表达的正向调控有助于 PhoS 对生物膜形成的促进作用。在革兰氏阳性芽孢杆菌中,很少有调控生物膜形成的 sRNA 的报道。在此,我们强调了参与磷酸盐代谢和生物膜形成这两个重要生物过程的 sRNA 的重要性。
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引用次数: 0
Gut microbiota dysbiosis-mediated ceramides elevation contributes to corticosterone-induced depression by impairing mitochondrial function. 肠道微生物群失调介导的神经酰胺升高通过损害线粒体功能导致皮质酮诱发抑郁症。
IF 7.8 1区 生物学 Q1 BIOTECHNOLOGY & APPLIED MICROBIOLOGY Pub Date : 2024-10-28 DOI: 10.1038/s41522-024-00582-w
Guanhao Wang, Lining Cao, Shuanqing Li, Meihui Zhang, Yingqi Li, Jinjin Duan, You Li, Zhangsen Hu, Jiaan Wu, Jianbo Ni, Danmei Lan, Tianming Li, Jianfeng Lu

The role of gut microbiota (GM) dysbiosis in the pathogenesis of depression has received widespread attention, but the mechanism remains elusive. Corticosterone (CORT)-treated mice showed depression-like behaviors, reduced hippocampal neurogenesis, and altered composition of the GM. Fecal microbial transplantation from CORT-treated mice transferred depression-like phenotypes and their dominant GM to the recipients. Fecal metabolic profiling exposed remarkable increase of gut ceramides in CORT-treated and recipient mice. Oral gavage with Bifidobacterium pseudolongum and Lactobacillus reuteri could induce elevations of gut ceramides in mice. Ceramides-treated mice showed depressive-like phenotypes, significant downregulation of oxidative phosphorylation-associated genes, and hippocampal mitochondrial dysfunction. Our study demonstrated a link between chronic exposure to CORT and its impact on GM composition, which induces ceramides accumulation, ultimately leading to hippocampal mitochondrial dysfunction. This cascade of events plays a critical role in reducing adult hippocampal neurogenesis and is strongly associated with the development of depression-like behaviors.

肠道微生物群(GM)菌群失调在抑郁症发病机制中的作用已受到广泛关注,但其机制仍难以捉摸。皮质酮(CORT)处理的小鼠表现出类似抑郁症的行为,海马神经发生减少,肠道微生物群的组成也发生了改变。将 CORT 处理过的小鼠的粪便微生物移植到接受者体内,可将抑郁样表型及其占优势的基因组转移到接受者体内。粪便代谢分析表明,CORT 处理过的小鼠和受体小鼠的肠道神经酰胺显著增加。口服假双歧杆菌和吕特氏乳杆菌可诱导小鼠肠道神经酰胺的增加。神经酰胺处理的小鼠表现出抑郁样表型、氧化磷酸化相关基因显著下调和海马线粒体功能障碍。我们的研究表明,长期暴露于CORT及其对GM成分的影响之间存在联系,GM成分会诱导神经酰胺的积累,最终导致海马线粒体功能障碍。这一系列事件在减少成人海马神经发生方面起着关键作用,并与抑郁症样行为的发展密切相关。
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引用次数: 0
Segatella clades adopt distinct roles within a single individual's gut. Segatella 支系在单个个体的肠道中扮演着不同的角色。
IF 7.8 1区 生物学 Q1 BIOTECHNOLOGY & APPLIED MICROBIOLOGY Pub Date : 2024-10-27 DOI: 10.1038/s41522-024-00590-w
Xieyue Xiao, Adarsh Singh, Andrea Giometto, Ilana L Brito

Segatella is a prevalent genus within individuals' gut microbiomes worldwide, especially in non-Western populations. Although metagenomic assembly and genome isolation have shed light on its genetic diversity, the lack of available isolates from this genus has resulted in a limited understanding of how members' genetic diversity translates into phenotypic diversity. Within the confines of a single gut microbiome, we have isolated 63 strains from diverse lineages of Segatella. We performed comparative analyses that exposed differences in cellular morphologies, preferences in polysaccharide utilization, yield of short-chain fatty acids, and antibiotic resistance across isolates. We further show that exposure to Segatella isolates either evokes strong or muted transcriptional responses in human intestinal epithelial cells. Our study exposes large phenotypic differences within related Segatella isolates, extending this to host-microbe interactions.

Segatella属是世界范围内个体肠道微生物组中的一个普遍属,尤其是在非西方人群中。尽管元基因组组装和基因组分离揭示了其遗传多样性,但由于缺乏该属的分离株,人们对其成员的遗传多样性如何转化为表型多样性的了解十分有限。在单个肠道微生物组的范围内,我们分离出了 63 株来自 Segatella 不同品系的菌株。我们进行的比较分析揭示了不同分离株在细胞形态、多糖利用偏好、短链脂肪酸产量和抗生素耐药性方面的差异。我们进一步发现,暴露于 Segatella 分离物会在人类肠道上皮细胞中引起强烈或微弱的转录反应。我们的研究揭示了相关分离株中的巨大表型差异,并将其扩展到宿主与微生物之间的相互作用。
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引用次数: 0
DGCNN approach links metagenome-derived taxon and functional information providing insight into global soil organic carbon. DGCNN 方法将来源于元基因组的分类群和功能信息联系起来,有助于深入了解全球土壤有机碳。
IF 7.8 1区 生物学 Q1 BIOTECHNOLOGY & APPLIED MICROBIOLOGY Pub Date : 2024-10-26 DOI: 10.1038/s41522-024-00583-9
Laura-Jayne Gardiner, Matthew Marshall, Katharina Reusch, Chris Dearden, Mark Birmingham, Anna Paola Carrieri, Edward O Pyzer-Knapp, Ritesh Krishna, Andrew L Neal

Metagenomics can provide insight into the microbial taxa present in a sample and, through gene identification, the functional potential of the community. However, taxonomic and functional information are typically considered separately in downstream analyses. We develop interpretable machine learning (ML) approaches for modelling metagenomic data, combining the biological representation of species with their associated genetically encoded functions within models. We apply our methods to investigate soil organic carbon (SOC) stocks. First, we combine a diverse global set of soil microbiome samples with environmental data, improving the predictive performance of classic ML and providing new insights into the role of soil microbiomes in global carbon cycling. Our network analysis of predictive taxa identified by classical ML models provides context for their ecological significance, extending the focus beyond just the most predictive taxa to 'hidden' features within the model that might be considered less predictive using standard methods for explainability. We next develop unique graph representations for individual microbiomes, linking microbial taxa to their associated functions directly, enabling predictions of SOC via deep graph convolutional neural networks (DGCNNs). Interpretation of the DGCNNs distinguished between the importance of functions of key individual species, providing genome sequence differences, e.g., gene loss/acquisition, that associate with SOC. These approaches identify several members of the Verrucomicrobiaceae family and a range of genetically encoded functions, e.g., related to carbohydrate metabolism, as important for SOC stocks and effective global SOC predictors. These relatively understudied but widespread organisms could play an important role in SOC dynamics globally.

元基因组学可深入了解样本中存在的微生物类群,并通过基因鉴定了解群落的功能潜力。然而,在下游分析中,分类信息和功能信息通常是分开考虑的。我们开发了可解释的机器学习(ML)方法来建立元基因组数据模型,将物种的生物学表征与其相关的基因编码功能结合到模型中。我们将我们的方法用于研究土壤有机碳(SOC)储量。首先,我们将多样化的全球土壤微生物组样本与环境数据相结合,提高了经典 ML 的预测性能,并为了解土壤微生物组在全球碳循环中的作用提供了新的视角。我们对经典 ML 模型识别出的预测类群进行了网络分析,为它们的生态意义提供了背景,将关注点从最具预测性的类群扩展到模型中的 "隐藏 "特征,而这些特征可能会被认为是使用标准可解释性方法预测性较低的类群。接下来,我们为单个微生物组开发了独特的图表示法,将微生物类群与其相关功能直接联系起来,从而能够通过深度图卷积神经网络(DGCNN)预测 SOC。DGCNNs 的解释区分了关键个体物种功能的重要性,提供了与 SOC 相关的基因组序列差异,如基因缺失/获取。这些方法确定了毛蕊花科(Verrucomicrobiaceae)的几个成员和一系列基因编码的功能(如与碳水化合物代谢有关的功能)对 SOC 储量的重要性以及有效的全球 SOC 预测因子。这些研究相对不足但分布广泛的生物可能在全球 SOC 动态中发挥重要作用。
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引用次数: 0
Effects of bile acids on the growth, composition and metabolism of gut bacteria. 胆汁酸对肠道细菌的生长、组成和新陈代谢的影响。
IF 7.8 1区 生物学 Q1 BIOTECHNOLOGY & APPLIED MICROBIOLOGY Pub Date : 2024-10-23 DOI: 10.1038/s41522-024-00566-w
Yi-Lei Peng, Si-Han Wang, Yu-Long Zhang, Man-Yun Chen, Kang He, Qing Li, Wei-Hua Huang, Wei Zhang

Bile acids (BAs) exert a profound influence on the body's pathophysiology by intricately shaping the composition of gut bacteria. However, the complex interplay between BAs and gut microbiota has impeded a systematic exploration of their impact on intestinal bacteria. Initially, we investigated the effects of 21 BAs on the growth of 65 gut bacterial strains in vitro. Subsequently, we examined the impact of BAs on the overall composition of intestinal bacteria, both in vivo and in vitro. The results unveiled distinct effects of various BAs on different intestinal strains and their diverse impacts on the composition of gut bacteria. Mechanistically, the inhibition of intestinal strains by BAs occurs through the accumulation of these acids within the strains. The intracellular accumulation of deoxycholic acid (DCA) significantly influenced the growth of intestinal bacteria by impacting ribosome transcription and amino-acid metabolism. The metabolomic analysis underscores the pronounced impact of DCA on amino-acid profiles in both in vivo and in vitro settings. This study not only elucidates the effects of BAs on a diverse range of bacterial strains and their role in shaping the gut microbiota but also reveals underlying mechanisms essential for understanding and maintaining a healthy gut microbiota.

胆汁酸(BA)通过复杂地塑造肠道细菌的组成,对人体的病理生理学产生了深远的影响。然而,胆汁酸与肠道微生物群之间复杂的相互作用阻碍了对胆汁酸对肠道细菌影响的系统探索。最初,我们研究了 21 种生物碱对体外 65 种肠道细菌菌株生长的影响。随后,我们研究了 BA 在体内和体外对肠道细菌总体组成的影响。结果揭示了各种生物碱对不同肠道菌株的不同影响,以及它们对肠道细菌组成的不同影响。从机理上讲,BA 对肠道菌株的抑制作用是通过这些酸在菌株内的积累实现的。脱氧胆酸(DCA)在细胞内的积累通过影响核糖体转录和氨基酸代谢而显著影响肠道细菌的生长。代谢组学分析强调了 DCA 在体内和体外环境中对氨基酸谱的明显影响。这项研究不仅阐明了 BAs 对多种细菌菌株的影响及其在塑造肠道微生物群方面的作用,还揭示了了解和维持健康的肠道微生物群所必需的潜在机制。
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引用次数: 0
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