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Assessing fecal metaproteomics workflow and small protein recovery using DDA and DIA PASEF mass spectrometry. 使用 DDA 和 DIA PASEF 质谱仪评估粪便元蛋白组学工作流程和小蛋白回收率。
Pub Date : 2024-07-03 eCollection Date: 2024-01-01 DOI: 10.20517/mrr.2024.21
Angela Wang, Emily E F Fekete, Marybeth Creskey, Kai Cheng, Zhibin Ning, Annabelle Pfeifle, Xuguang Li, Daniel Figeys, Xu Zhang

Aim: This study aims to evaluate the impact of experimental workflow on fecal metaproteomic observations, including the recovery of small and antimicrobial proteins often overlooked in metaproteomic studies. The overarching goal is to provide guidance for optimized metaproteomic experimental design, considering the emerging significance of the gut microbiome in human health, disease, and therapeutic interventions. Methods: Mouse feces were utilized as the experimental model. Fecal sample pre-processing methods (differential centrifugation and non-differential centrifugation), protein digestion techniques (in-solution and filter-aided), data acquisition modes (data-dependent and data-independent, or DDA and DIA) when combined with parallel accumulation-serial fragmentation (PASEF), and different bioinformatic workflows were assessed. Results: We showed that, in DIA-PASEF metaproteomics, the library-free search using protein sequence database generated from DDA-PASEF data achieved better identifications than using the generated spectral library. Compared to DDA, DIA-PASEF identified more microbial peptides, quantified more proteins with fewer missing values, and recovered more small antimicrobial proteins. We did not observe any obvious impacts of protein digestion methods on both taxonomic and functional profiles. However, differential centrifugation decreased the recovery of small and antimicrobial proteins, biased the taxonomic observation with a marked overestimation of Muribaculum species, and altered the measured functional compositions of metaproteome. Conclusion: This study underscores the critical impact of experimental choices on metaproteomic outcomes and sheds light on the potential biases introduced at different stages of the workflow. The comprehensive methodological comparisons serve as a valuable guide for researchers aiming to enhance the accuracy and completeness of metaproteomic analyses.

目的:本研究旨在评估实验工作流程对粪便元蛋白组观察结果的影响,包括元蛋白组研究中经常忽略的小蛋白和抗微生物蛋白的回收。考虑到肠道微生物组在人类健康、疾病和治疗干预中新出现的重要作用,本研究的总体目标是为优化元蛋白组实验设计提供指导。方法:利用小鼠粪便作为实验模型。评估了粪便样本预处理方法(差速离心和非差速离心)、蛋白质消化技术(溶液内消化和过滤辅助消化)、数据采集模式(依赖数据和不依赖数据,或 DDA 和 DIA)与并行累积-序列片段化(PASEF)相结合的情况,以及不同的生物信息学工作流程。结果显示我们发现,在DIA-PASEF元蛋白质组学中,使用DDA-PASEF数据生成的蛋白质序列数据库进行无库搜索比使用生成的谱库能获得更好的鉴定结果。与 DDA 相比,DIA-PASEF 鉴定出了更多的微生物肽,量化了更多的蛋白质,减少了缺失值,并回收了更多的小型抗微生物蛋白质。我们没有观察到蛋白质消化方法对分类和功能概况有任何明显的影响。然而,差速离心法降低了小蛋白和抗菌蛋白的回收率,使分类观察出现偏差,明显高估了 Muribaculum 的种类,并改变了元蛋白组的功能组成。结论本研究强调了实验选择对元蛋白组结果的重要影响,并揭示了工作流程不同阶段可能出现的偏差。全面的方法学比较为旨在提高元蛋白质组分析的准确性和完整性的研究人员提供了宝贵的指导。
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引用次数: 0
Effect of protein modification in synbiotic infant formula on probiotic metabolic activity and bacterial composition in an infant gut-model. 合生元婴儿配方奶粉中的蛋白质改性对婴儿肠道模型中益生菌代谢活性和细菌组成的影响。
Pub Date : 2024-06-28 eCollection Date: 2024-01-01 DOI: 10.20517/mrr.2024.13
Eline Suzanne Klaassens, Mirna Lilian Baak, Nienke Jacobine Mekkes, Radhika Bongoni, Monika Schaubeck

Aim: Microbial colonization of the neonatal gut is pivotal in priming the infant's immune system. Human milk (HM) is the best nutrition for infants and supports the development of the microbiota due to prebiotic compounds and probiotic microorganisms. When exclusive breastfeeding is not possible, infant formula (IF) with probiotics is a strategy to support the infant's microbiome development. However, knowledge about the effects of the infant gut microbiota and different compounds in IF on individual probiotic strains is limited, as strain-level detection in a complex ecosystem is challenging. The aim of the present study was to show the effects of IF with different protein forms on the metabolic activity of two probiotic strains isolated from HM in a complex ecosystem. Methods: By using an ex-vivo infant gut model containing infant donor-microbiota, the effects of IF with either intact or extensively hydrolyzed protein on the metabolic activity of the donor microbiota, as well as two probiotic strains [Limosilactobacillus fermentum (L. fermentum) CECT 5716 (Lf) and Bifidobacterium breve (B. breve) DSM 32583 (Bb)], were analyzed. A new bioinformatic pipeline combined with a specific infant microbiome database was used to explore shotgun metagenome datasets (1200 Megabases) for taxonomic identification and strain-level tracking. Results: Both protein forms (i.e., intact or extensively hydrolyzed protein) in IF supported infant gut microbial metabolic activity equally, as evidenced by similar levels of short-chain fatty acids (SCFAs). Interestingly, gut microbial metabolic activity was found to be differently activated in a strain-dependent manner. Taxonomic profiling of the microbiome at the strain level enabled monitoring of the prevalence and abundance of both probiotic strains, even in a complex ecosystem. Conclusion: Food matrix and host microbiota interactions should be considered when evaluating strain-specific probiotic effects in the future.

目的:新生儿肠道中的微生物定植对婴儿免疫系统的形成至关重要。人乳(HM)是婴儿的最佳营养品,由于含有益生元化合物和益生微生物,它有助于微生物群的发育。当纯母乳喂养无法实现时,添加益生菌的婴儿配方奶粉(IF)是支持婴儿微生物群发展的一种策略。然而,有关婴儿肠道微生物群和 IF 中不同化合物对单个益生菌菌株的影响的知识还很有限,因为在复杂的生态系统中进行菌株级检测具有挑战性。本研究的目的是显示不同蛋白质形式的 IF 对复杂生态系统中从 HM 分离出来的两种益生菌株的代谢活性的影响。研究方法通过使用含有婴儿供体微生物群的体外婴儿肠道模型,分析了含有完整蛋白质或广泛水解蛋白质的 IF 对供体微生物群以及两种益生菌株[Limosilactobacillus fermentum (L. fermentum) CECT 5716 (Lf) 和 Bifidobacterium breve (B. breve) DSM 32583 (Bb)]代谢活性的影响。新的生物信息学管道与特定的婴儿微生物组数据库相结合,用于探索散弹枪元基因组数据集(1200 Megabases),以进行分类鉴定和菌株级追踪。研究结果IF 中的两种蛋白质形式(即完整蛋白质或广泛水解蛋白质)都同样支持婴儿肠道微生物的代谢活动,这一点可以从相似的短链脂肪酸 (SCFA) 水平得到证明。有趣的是,研究发现肠道微生物代谢活动的激活方式因菌株而异。在菌株水平对微生物组进行分类剖析,可监测两种益生菌菌株的流行率和丰度,即使在复杂的生态系统中也是如此。结论今后在评估特定菌株益生菌的作用时,应考虑食物基质和宿主微生物群的相互作用。
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引用次数: 0
Akkermansia beyond muciniphila - emergence of new species Akkermansia massiliensis sp. nov. Akkermansia beyond muciniphila - emergence of new species Akkermansia massiliensis sp.
Pub Date : 2024-06-25 eCollection Date: 2024-01-01 DOI: 10.20517/mrr.2024.28
Ritesh Kumar, Oliver Hasselwander, Helene Kane, Ashley A Hibberd

The human gut commensal Akkermansia muciniphila is the most studied bacterial species within the Verrucomicrobiota phylum. It has been proposed as a beneficial next-generation probiotic for cardiometabolic and immune health. Efforts from various research groups have resulted in the recent discovery of new species and/or phylotypes of the genus Akkermansia. This highlighted the genetic and phenotypic diversity among the Akkermansia isolates, providing an opportunity to identify novel mechanisms pertaining to health benefits. Genetic diversity between strains warrants detailed investigation to determine beneficial Akkermansia strains. Akkermansia massiliensis sp. nov. has emerged as the second most prevalent Akkermansia species in the human gut, with unique properties and potential relevance for human health. In addition, indications of the co-existence of more than one Akkermansia phylotype or species in a subject are intriguing. These new discoveries pave the way for additional developments of effective and targeted Akkermansia species-based interventions to provide health benefits.

人类肠道共生菌 Akkermansia muciniphila 是研究最多的疣状微生物门细菌物种。它被认为是有益于心脏代谢和免疫健康的下一代益生菌。在各研究小组的努力下,最近发现了 Akkermansia 属的新物种和/或系统型。这突显了 Akkermansia 分离物之间的遗传和表型多样性,为确定与健康益处有关的新机制提供了机会。菌株之间的遗传多样性值得详细研究,以确定有益的 Akkermansia 菌株。Akkermansia massiliensis sp. nov.已成为人类肠道中第二种最常见的 Akkermansia 物种,具有独特的特性,对人类健康具有潜在的意义。此外,在一个研究对象体内同时存在多个 Akkermansia 系统型或物种的迹象也很耐人寻味。这些新发现为进一步开发基于 Akkermansia 物种的有效和有针对性的干预措施以提供健康益处铺平了道路。
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引用次数: 0
Omics-based analysis of Akkermansia muciniphila cultivation in food-grade media. 基于 Omics 的食品级培养基中 Akkermansia muciniphila 培养分析。
Pub Date : 2024-06-17 eCollection Date: 2024-01-01 DOI: 10.20517/mrr.2024.06
Sharon Y Geerlings, Kees van der Ark, Bart Nijsse, Sjef Boeren, Mark van Loosdrecht, Clara Belzer, Willem M de Vos

Background and Aim: Over the past years, the gut microbiota and its correlation to health and disease has been studied extensively. In terms of beneficial microbes, an increased interest in Akkermansia muciniphila (A. muciniphila) has been observed since its discovery. Direct evidence for the role of A. muciniphila in host health has been provided in both mice and human studies. However, for human interventions with A. muciniphila cells, industrial-scale fermentations are needed, and hence, the used cultivation media should be free of animal-derived components, food-grade, non-allergenic and allow for efficient growth to high densities to provide cost-effective production platforms. In this study, we assessed the growth and performance of A. muciniphila in batch bioreactors using newly developed plant-based media. Methods: The bioreactors were supplemented with varying carbon sources, including different ratios of N-acetylglucosamine (GlcNAc) and glucose. We monitored the growth of A. muciniphila in the plant-based medium using optical density (OD600) measurements and microscopy. In addition, we used a combination of biochemical analysis as well as transcriptional and proteomics analysis to gain detailed insight into the physiology. Results: Comparisons between growth on these media and that on mucin revealed differences at both transcriptome and proteome levels, including differences in the expression of glycosyltransferases, signaling proteins, and stress response. Furthermore, elongated cells and higher OD600 values were observed using the plant-based media as compared to cultivation media containing mucin. Conclusion: These differences do not hamper growth, and therefore, our data suggest that the food-grade medium composition described here could be used to produce A. muciniphila with high yields for therapeutic purposes.

背景和目的:在过去几年中,人们对肠道微生物群及其与健康和疾病的相关性进行了广泛研究。就有益微生物而言,自发现以来,人们对Akkermansia muciniphila(A. muciniphila)的兴趣与日俱增。在小鼠和人体研究中,都有直接证据证明粘液虹吸虫对宿主健康的作用。因此,所使用的培养基应不含动物源成分、食品级、非过敏性,并能高效生长至高密度,以提供具有成本效益的生产平台。在本研究中,我们使用新开发的植物培养基评估了批式生物反应器中 A. muciniphila 的生长和性能。方法:在生物反应器中添加不同的碳源,包括不同比例的 N-乙酰葡糖胺(GlcNAc)和葡萄糖。我们使用光密度(OD600)测量法和显微镜监测粘菌在植物基培养基中的生长情况。此外,我们还结合使用了生化分析以及转录和蛋白质组学分析,以深入了解其生理机能。结果比较在这些培养基上的生长和在粘蛋白上的生长发现了转录组和蛋白质组水平的差异,包括糖基转移酶、信号蛋白和应激反应表达的差异。此外,与含有粘蛋白的培养基相比,使用植物基培养基观察到细胞变长,OD600 值升高。结论这些差异并不妨碍生长,因此,我们的数据表明,本文所述的食品级培养基成分可用于生产高产量的 A. muciniphila,以达到治疗目的。
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引用次数: 0
Associations between intestinal lactic acid bacteria species and feeding habits of zoo animals. 动物园动物肠道乳酸菌种类与喂养习惯之间的关系
Pub Date : 2024-06-17 eCollection Date: 2024-01-01 DOI: 10.20517/mrr.2024.08
Masanori Horie, Tomoki Ohno, Hitoshi Iwahashi, Maiko Umemura, Kazutoshi Murotomi

Aim: Lactic acid bacteria are among the most important bacteria in the intestinal flora and often have beneficial effects on the host. It is known that the bacteria that compose the intestinal flora are influenced by the feeding habits of host animals, but there was a lack of knowledge about lactic acid bacteria. Therefore, also considering the use of select strains as probiotics, this study investigated the relationship between the feeding habits of zoo animals and intestinal Lactobacillaceae species. Methods: Lactic acid bacteria belonging to the family Lactobacillaceae were isolated and identified from the feces of 20 zoo animal species (5 carnivores, 4 herbivores, 7 piscivores, and 4 omnivores). Isolates were identified by the homology of the 16S rRNA gene sequence. In addition, the fecal flora of host animals was evaluated by the 16S rRNA gene amplicon sequencing. Results: The types of Lactobacillaceae species were shown to vary depending on the feeding habits of host animals. Ligilactobacillus salivarius (L. salivarius) and Ligilactobacillus saerimneri (L. saerimneri) were isolated from the feces of carnivores. Whereas Ligilactobacillus equi (L. equi), Limosilactobacillus gorillae, Ligilactobacillus hayakitensis and L. salivarius were isolated from the feces of herbivores. These Lactobacillaceae species were not found in the feces of piscivores. Instead, Enterococcus were frequently found in piscivores. The fecal flora also differed according to the feeding habits of host animals; at the phylum level, Bacillota was predominant in all animals; on the other hand, herbivores tended to have a higher proportion of Bacteroidota than carnivores, and piscivores tended to have a higher proportion of Proteobacteria. Conclusion: Lactic acid bacteria differ among animal species in a manner dependent on the hosts' feeding habits.

目的:乳酸菌是肠道菌群中最重要的细菌之一,通常对宿主有益。众所周知,组成肠道菌群的细菌会受到宿主动物饲养习惯的影响,但人们对乳酸菌的了解还很缺乏。因此,考虑到将精选菌株用作益生菌,本研究调查了动物园动物的饲养习惯与肠道乳酸菌种类之间的关系。研究方法从 20 种动物园动物(5 种食肉动物、4 种食草动物、7 种食鱼动物和 4 种杂食动物)的粪便中分离并鉴定了属于乳酸菌科的乳酸菌。根据 16S rRNA 基因序列的同源性对分离物进行鉴定。此外,还通过 16S rRNA 基因扩增片段测序评估了宿主动物的粪便菌群。研究结果根据宿主动物的摄食习惯,乳杆菌科细菌的种类也有所不同。从食肉动物的粪便中分离出了唾液酸魏氏乳杆菌(L. salivarius)和沙林氏魏氏乳杆菌(L. saerimneri)。而从食草动物的粪便中则分离出了马舌乳杆菌(L. equi)、猩红乳杆菌(Limosilactobacillus gorillae)、干酪乳杆菌(Ligilactobacillus hayakitensis)和唾液乳杆菌(L. salivarius)。在食鱼动物的粪便中没有发现这些乳酸杆菌。相反,食鱼动物的粪便中经常发现肠球菌。粪便菌群也因宿主动物的摄食习惯而不同;在门的层次上,所有动物的粪便中都以芽孢杆菌为主;另一方面,食草动物的类杆菌比例往往高于食肉动物,而食鱼动物的变形杆菌比例往往较高。结论乳酸菌在动物物种之间的差异取决于宿主的摄食习惯。
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引用次数: 0
Supplementation with a cranberry extract favors the establishment of butyrogenic guilds in the human fermentation SHIME system 补充蔓越莓提取物有利于在人类发酵SHIME系统中建立丁原行会
Pub Date : 2024-06-14 DOI: 10.20517/mrr.2024.17
Valentina Cattero, Charlène Roussel, Jacob Lessard-Lord, Denis Roy, Yves Desjardins
Background: Proanthocyanidins (PAC) and oligosaccharides from cranberry exhibit multiple bioactive health properties and persist intact in the colon post-ingestion. They display a complex bidirectional interaction with the microbiome, which varies based on both time and specific regions of the gut; the nature of this interaction remains inadequately understood. Therefore, we aimed to investigate the impact of cranberry extract on gut microbiota ecology and function. Methods: We studied the effect of a cranberry extract on six healthy participants over a two-week supplementation period using the ex vivo artificial fermentation system TWIN-M-SHIME to replicate luminal and mucosal niches of the ascending and transverse colon. Results: Our findings revealed a significant influence of cranberry extract supplementation on the gut microbiota ecology under ex vivo conditions, leading to a considerable change in bacterial metabolism. Specifically, Bifidobacterium adolescentis (B. adolescentis ) flourished in the mucus of the ascending colon, accompanied by a reduced adhesion of Proteobacteria . The overall bacterial metabolism shifted from acetate to propionate and, notably, butyrate production following PAC supplementation. Although there were variations in microbiota modulation among the six donors, the butyrogenic effect induced by the supplementation remained consistent across all individuals. This metabolic shift was associated with a rise in the relative abundance of several short-chain fatty acid (SCFA)-producing bacterial genera and the formation of a consortium of key butyrogenic bacteria in the mucus of the transverse colon. Conclusions: These observations suggest that cranberry extract supplementation has the potential to modulate the gut microbiota in a manner that may promote overall gut health.
背景:蔓越莓中的原花青素(PAC)和低聚糖具有多种生物活性健康特性,并在摄入后完整地保留在结肠中。它们与微生物组之间存在复杂的双向作用,这种作用因时间和肠道特定区域的不同而不同;人们对这种作用的性质仍缺乏足够的了解。因此,我们旨在研究蔓越莓提取物对肠道微生物群生态和功能的影响。研究方法我们使用体内外人工发酵系统 TWIN-M-SHIME,复制升结肠和横结肠的管腔和粘膜壁龛,研究蔓越莓提取物对六名健康参与者在两周补充期内的影响。结果我们的研究结果表明,在体外条件下补充蔓越莓提取物会对肠道微生物群生态产生重大影响,导致细菌代谢发生巨大变化。具体来说,青春期双歧杆菌(B. adolescentis)在升结肠粘液中生长旺盛,同时变形杆菌的粘附减少。在补充 PAC 后,细菌的整体代谢从乙酸盐转向丙酸盐,尤其是丁酸盐的产生。虽然六名供体的微生物群调控存在差异,但补充 PAC 所诱导的丁酸作用在所有个体中保持一致。这种新陈代谢的转变与几个产生短链脂肪酸(SCFA)的细菌属的相对丰度上升以及横结肠粘液中关键丁酸菌群的形成有关。结论这些观察结果表明,补充蔓越莓提取物有可能调节肠道微生物群,从而促进整体肠道健康。
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引用次数: 0
Pangenomic analysis identifies correlations between Akkermansia species and subspecies and human health outcomes 庞基因组分析确定了 Akkermansia 物种和亚种与人类健康结果之间的相关性
Pub Date : 2024-06-11 DOI: 10.20517/mrr.2024.09
Katherine D. Mueller, M. E. Panzetta, Lauren Davey, Jessica R. McCann, John F. Rawls, Gilberto E. Flores, Raphael H. Valdivia
Aim: Akkermansia are common members of the human gastrointestinal microbiota. The prevalence of these mucophilic bacteria, especially Akkermansia muciniphila (A. muciniphila ), correlates with immunological and metabolic health. The genus Akkermansia in humans includes species with significantly larger genomes than A. muciniphila , leading us to postulate that this added genetic content may influence how they impact human metabolic and immunological health. Methods: We conducted a pangenomic analysis of 234 Akkermansia complete or near-complete genomes. We also used high-resolution species and subspecies assignments to reanalyze publicly available metagenomic datasets to determine if there are relationships between Akkermansia species and A. muciniphila clades with various disease outcomes. Results: Analysis of genome-wide average nucleotide identity, 16S rRNA gene identity, conservation of core Akkermansia genes, and analysis of the fatty acid composition of representative isolates support the partitioning of the genus Akkermansia into several species. In addition, A. muciniphila sensu stricto , the most prevalent Akkermansia species in humans, should be subdivided into two subspecies. For a pediatric cohort, we observed species-specific correlations between Akkermansia abundance with baseline obesity or after various interventions. For inflammatory bowel disease cohorts, we identified a decreased abundance of Akkermansia in patients with ulcerative colitis or Crohn’s disease, which was species and subspecies-dependent. In patients undergoing immune checkpoint inhibitor therapies for non-small cell lung carcinoma, we observed a significant association between one A. muciniphila subspecies and survival outcomes. Conclusion: Our findings suggest that the prevalence of specific Akkermansia species and/or subspecies can be crucial in evaluating their association with human health, particularly in different disease contexts, and is an important consideration for their use as probiotics.
目的:Akkermansia 是人类胃肠道微生物群的常见成员。这些嗜黏细菌,尤其是黏液嗜黏菌(Akkermansia muciniphila,A. muciniphila)的流行与免疫和代谢健康相关。人类中的 Akkermansia 属包括基因组比 A. muciniphila 大得多的物种,因此我们推测,这种新增的基因含量可能会影响它们对人类代谢和免疫健康的影响。研究方法我们对 234 个 Akkermansia 完整或接近完整的基因组进行了庞基因组分析。我们还利用高分辨率的物种和亚种分配来重新分析公开的元基因组数据集,以确定Akkermansia物种和A. muciniphila支系之间是否存在与各种疾病结果的关系。结果对全基因组平均核苷酸同一性、16S rRNA 基因同一性、Akkermansia 核心基因的保护以及对代表性分离物脂肪酸组成的分析均支持将 Akkermansia 属划分为多个物种。此外,严格意义上的 A. muciniphila 是人类中最常见的 Akkermansia 物种,应细分为两个亚种。在儿科队列中,我们观察到 Akkermansia 丰度与基线肥胖或各种干预措施后的物种特异性相关。在炎症性肠病队列中,我们发现溃疡性结肠炎或克罗恩病患者体内 Akkermansia 的丰度降低,这与物种和亚种有关。在接受免疫检查点抑制剂疗法治疗的非小细胞肺癌患者中,我们观察到一种A. muciniphila亚种与生存结果之间存在显著关联。结论我们的研究结果表明,特定 Akkermansia 物种和/或亚种的流行率对于评估它们与人类健康的关系至关重要,尤其是在不同的疾病背景下,这也是将它们用作益生菌的一个重要考虑因素。
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引用次数: 0
A pilot case-control study on the fecal microbiota of pediatric functional abdominal pain-not otherwise specified and the role of early life stress 关于小儿功能性腹痛(未特殊说明)的粪便微生物群与早期生活压力的作用的病例对照试验研究
Pub Date : 2024-06-04 DOI: 10.20517/mrr.2023.75
Nize Otaru, Benoît Pugin, Serafina Plüss, I. Hojsak, Christian Braegger, Christophe Lacroix
Background: Gut microbial features and the role of early life stress in pediatric functional abdominal pain-not otherwise specified (FAP-NOS) have never been investigated before. Here, we hypothesize that early life stress is more prevalent in FAP-NOS compared to healthy controls and that fecal microbial profiles and related metabolites differ between groups. Methods: In an international multicenter case-control study, FAP-NOS patients (n = 40) were compared to healthy controls (n = 55). Stool samples and demographic and clinical data including early life traumatic events and antibiotics treatments were collected from children aged four to twelve years. Fecal microbial profiles were assessed with 16S rRNA gene amplicon sequencing. Microbial metabolite concentrations in fecal supernatant, including short-chain fatty acids and amino acids, were detected via liquid chromatography. Results: Microbial richness was increased in FAP-NOS compared to healthy controls and microbial composition (unweighted UniFrac) differed between groups. Three distinct amplicon sequencing variants and two distinct species were enriched in FAP-NOS compared to controls, with no observed changes at higher taxonomic levels. No differences in microbial metabolites and early life stress were observed between groups. Conclusion: The presented hypothesis could not be proven, with no observed differences in occurrence of early life stress, and fecal microbial metabolic profiles between pediatric FAP-NOS and healthy controls. Pediatric FAP-NOS patients exhibited mild differences in the fecal microbial community compared with controls. Further large-scale studies with high-resolution techniques are warranted to address the biological relevance of present observations.
背景:以前从未研究过肠道微生物特征以及早期生活压力在小儿未特殊说明的功能性腹痛(FAP-NOS)中的作用。在此,我们假设,与健康对照组相比,早期生活压力在 FAP-NOS 中更为普遍,且不同组间的粪便微生物特征和相关代谢物存在差异。研究方法在一项国际多中心病例对照研究中,FAP-NOS 患者(n = 40)与健康对照组(n = 55)进行了比较。研究人员收集了四至十二岁儿童的粪便样本、人口统计学和临床数据,包括早期生活创伤事件和抗生素治疗情况。采用 16S rRNA 基因扩增片段测序法对粪便微生物特征进行评估。通过液相色谱法检测粪便上清液中微生物代谢物的浓度,包括短链脂肪酸和氨基酸。结果与健康对照组相比,FAP-NOS 的微生物丰富度有所增加,不同组间的微生物组成(未加权 UniFrac)也有所不同。与对照组相比,FAP-NOS 中富含三种不同的扩增子测序变体和两种不同的物种,在更高的分类水平上未观察到变化。各组之间在微生物代谢物和早期生活压力方面未发现差异。结论小儿 FAP-NOS 与健康对照组在早期生活压力的发生和粪便微生物代谢特征方面没有观察到差异,因此提出的假设无法得到证实。与对照组相比,小儿 FAP-NOS 患者的粪便微生物群落表现出轻微差异。有必要利用高分辨率技术开展进一步的大规模研究,以探讨这些观察结果的生物学相关性。
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引用次数: 0
Probing interspecies metabolic interactions within a synthetic binary microbiome using genome-scale modeling. 利用基因组尺度建模,探索合成二元微生物组内物种间的代谢相互作用。
Pub Date : 2024-05-27 eCollection Date: 2024-01-01 DOI: 10.20517/mrr.2023.70
Kiumars Badr, Q Peter He, Jin Wang

Aim: Metabolic interactions within a microbial community play a key role in determining the structure, function, and composition of the community. However, due to the complexity and intractability of natural microbiomes, limited knowledge is available on interspecies interactions within a community. In this work, using a binary synthetic microbiome, a methanotroph-photoautotroph (M-P) coculture, as the model system, we examined different genome-scale metabolic modeling (GEM) approaches to gain a better understanding of the metabolic interactions within the coculture, how they contribute to the enhanced growth observed in the coculture, and how they evolve over time. Methods: Using batch growth data of the model M-P coculture, we compared three GEM approaches for microbial communities. Two of the methods are existing approaches: SteadyCom, a steady state GEM, and dynamic flux balance analysis (DFBA) Lab, a dynamic GEM. We also proposed an improved dynamic GEM approach, DynamiCom, for the M-P coculture. Results: SteadyCom can predict the metabolic interactions within the coculture but not their dynamic evolutions; DFBA Lab can predict the dynamics of the coculture but cannot identify interspecies interactions. DynamiCom was able to identify the cross-fed metabolite within the coculture, as well as predict the evolution of the interspecies interactions over time. Conclusion: A new dynamic GEM approach, DynamiCom, was developed for a model M-P coculture. Constrained by the predictions from a validated kinetic model, DynamiCom consistently predicted the top metabolites being exchanged in the M-P coculture, as well as the establishment of the mutualistic N-exchange between the methanotroph and cyanobacteria. The interspecies interactions and their dynamic evolution predicted by DynamiCom are supported by ample evidence in the literature on methanotroph, cyanobacteria, and other cyanobacteria-heterotroph cocultures.

目的:微生物群落内的代谢作用在决定群落的结构、功能和组成方面起着关键作用。然而,由于天然微生物群落的复杂性和难处理性,对群落内物种间相互作用的了解十分有限。在这项工作中,我们使用二元合成微生物群落--甲烷养分-光能自养菌(M-P)共培养作为模型系统,研究了不同的基因组尺度代谢建模(GEM)方法,以更好地了解共培养内的代谢相互作用、它们如何促进共培养中观察到的生长增强以及它们如何随时间演变。研究方法利用 M-P 模型共培养的批次生长数据,我们比较了微生物群落的三种 GEM 方法。其中两种方法是现有的方法:SteadyCom 是一种稳态 GEM,动态通量平衡分析(DFBA)实验室是一种动态 GEM。我们还为 M-P 协同培养提出了一种改进的动态 GEM 方法 DynamiCom。结果SteadyCom 可以预测细胞培养物内部的代谢相互作用,但不能预测其动态演变;DFBA Lab 可以预测细胞培养物的动态,但不能确定种间相互作用。DynamiCom 能够识别共培养物中的交叉喂养代谢物,并预测种间相互作用随时间的演变。结论针对 M-P 模型共培养,开发了一种新的动态 GEM 方法 DynamiCom。在经过验证的动力学模型预测的限制下,DynamiCom 能够持续预测 M-P 协同培养中交换的主要代谢物,以及甲烷菌和蓝藻之间建立的相互氮交换关系。DynamiCom预测的种间相互作用及其动态演化得到了有关甲烷菌、蓝藻和其他蓝藻-异养菌共培养的大量文献证据的支持。
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引用次数: 0
Faecalibacterium prausnitzii A2-165 metabolizes host- and media-derived chemicals and induces transcriptional changes in colonic epithelium in GuMI human gut microphysiological system 普氏粪杆菌 A2-165 在 GuMI 人体肠道微生理系统中代谢宿主和培养基衍生的化学物质并诱导结肠上皮细胞的转录变化
Pub Date : 2024-05-21 DOI: 10.20517/mrr.2024.14
Yu-Ja Huang, Caroline A. Lewis, Charles W. Wright, Kirsten Schneider, John Kemmitt, David L. Trumper, David T Breault, Omer Yilmaz, L. Griffith, Jianbo Zhang
Aim: Recently, a GuMI gut microphysiological system has been established to coculture oxygen-intolerant Faecalibacterium prausnitzii (F. prausnitzii ) A2-165 with organoids-derived primary human colonic epithelium. This study aims to test if this GuMI system applies to different donors with different healthy states and uses metabolomics to reveal the role of gut microbes in modulating host- and diet-derived molecules in the gut lumen. Methods: Organoids-derived colonic monolayers were generated from an uninflamed region of diverticulitis, ulcerative colitis, and Crohn’s disease patients and then integrated into the GuMI system to coculture with F. prausnitzii A2-165 for 2 to 4 days. Apical media was collected for metabolomic analysis. Targeted metabolomics was performed to profile 169 polar chemicals under three conditions: conventional static culture without bacteria, GuMI without bacteria, and GuMI with F. prausnitzii . The barrier function of monolayers was measured using transepithelial resistance. Results: GuMI successfully cocultured patient-derived monolayers and F. prausnitzii for up to 4 days, with active bacterial growth. Introducing flow and oxygen gradient significantly increases the barrier function, while exposure to F. prausnitzii slightly increases the barrier function. Targeted metabolomics screened 169 compounds and detected 76 metabolites, of which 70 significantly differed between at least two conditions. F. prausnitzii significantly modulates the levels of nucleosides, nucleobases, and amino acids on the apical side. Further analysis suggests that F. prausnitzii changes the mRNA level of 260 transcription factor genes in colonic epithelial cells. Conclusion: The GuMI physiomimetic system can maintain the coculture of F. prausnitzii and colonic epithelium from different donors. Together with metabolomics, we identified the modulation of F. prausnitzii in extracellular chemicals and colonic epithelial cell transcription in coculture with human colonic epithelium, which may reflect its function in gut lumen in vivo .
目的:最近,人们建立了一个GuMI肠道微生理系统,将不耐受氧气的普氏粪杆菌(F. prausnitzii )A2-165与源自原发性人类结肠上皮细胞的器官组织进行共培养。本研究旨在检验这种 GuMI 系统是否适用于不同健康状况的供体,并利用代谢组学揭示肠道微生物在调节肠腔中宿主和饮食衍生分子中的作用。研究方法从憩室炎患者、溃疡性结肠炎患者和克罗恩病患者的未发炎区域生成结肠单层有机体,然后将其整合到 GuMI 系统中与 F. prausnitzii A2-165 共培养 2-4 天。收集根尖培养基用于代谢组学分析。在不含细菌的传统静态培养、不含细菌的 GuMI 和含 F. prausnitzii 的 GuMI 三种条件下,对 169 种极性化学物质进行了靶向代谢组学分析。使用跨上皮阻力测量了单层膜的屏障功能。结果:GuMI 成功地将源自患者的单层膜与表皮生长因子共培养了 4 天,细菌生长活跃。引入气流和氧气梯度可显著增强屏障功能,而暴露于F. prausnitzii可轻微增强屏障功能。靶向代谢组学筛选了 169 种化合物,检测到 76 种代谢物,其中 70 种在至少两种条件下有明显差异。F.prausnitzii能明显调节顶端核苷、核碱基和氨基酸的水平。进一步分析表明,F. prausnitzii 能改变结肠上皮细胞中 260 个转录因子基因的 mRNA 水平。结论GuMI仿生系统可以维持F. prausnitzii与来自不同供体的结肠上皮细胞的共培养。结合代谢组学,我们发现了在与人类结肠上皮细胞的共培养过程中,F. prausnitzii对细胞外化学物质和结肠上皮细胞转录的调节作用,这可能反映了其在体内肠腔中的功能。
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Microbiome research reports
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