shotgun metagenomics

鸟枪宏基因组学
  • 文章类型: Journal Article
    微生物在外源性污染物的清除中起着重要作用。基于从在异源生物溶剂上生长的长期富集培养物中获得的宏基因组,我们报告了166个宏基因组组装的基因组,其中137项预计完成90%以上。这些基因组拓宽了异源生物降解物的代表性。
    Microbes play a significant role in the cleanup of xenobiotic contaminants. Based on metagenomes derived from long-term enrichment cultures grown on xenobiotic solvents, we report 166 metagenome-assembled genomes, of which 137 are predicted to be more than 90% complete. These genomes broaden the representation of xenobiotic degraders.
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  • 文章类型: Journal Article
    Sfela是在伯罗奔尼撒地区从绵羊生产的受保护原产地(PDO)的白色盐水希腊奶酪,山羊奶,或者两者的混合物。尽管Sfela有PDO身份,很少有研究讨论它的性质,包括它的微生物学。出于这个原因,我们决定调查两个PDO工业Sfela奶酪样品以及两个非PDO变体的微生物组,即Sfelatouloumotiri和Xerosfeli。基质辅助激光解吸电离飞行时间质谱(MALDI-TOFMS),使用16SrDNA扩增子测序和鸟枪宏基因组学分析来鉴定这些传统奶酪的微生物组。基于培养的分析表明,可以从Sfela奶酪中分离出的最常见的物种是屎肠球菌,植物乳杆菌,短小左半芽孢杆菌,戊糖片球菌和嗜热链球菌。猎枪分析表明,在工业Sfela1中,Str。嗜热动物占主导地位,而工业Sfela2含有高水平的乳酸乳球菌。两个手工样品,Sfelatouloumotiri和Xerosfeli,以嗜盐四球菌和Str为主。嗜热动物,分别。汉氏酵母是Sfelatouloumotiri样品中唯一丰度>1%的酵母物种。在shot弹枪数据中识别其他酵母物种具有挑战性,可能是由于它们的丰度低。Sfela奶酪似乎含有相当复杂的微生物生态系统,因此需要进一步研究和理解。这对于改善和标准化其生产和安全措施可能至关重要。
    Sfela is a white brined Greek cheese of protected designation of origin (PDO) produced in the Peloponnese region from ovine, caprine milk, or a mixture of the two. Despite the PDO status of Sfela, very few studies have addressed its properties, including its microbiology. For this reason, we decided to investigate the microbiome of two PDO industrial Sfela cheese samples along with two non-PDO variants, namely Sfela touloumotiri and Xerosfeli. Matrix-assisted laser desorption/ionization-time of flight mass spectrometry (MALDI-TOF MS), 16S rDNA amplicon sequencing and shotgun metagenomics analysis were used to identify the microbiome of these traditional cheeses. Cultured-based analysis showed that the most frequent species that could be isolated from Sfela cheese were Enterococcus faecium, Lactiplantibacillus plantarum, Levilactobacillus brevis, Pediococcus pentosaceus and Streptococcus thermophilus. Shotgun analysis suggested that in industrial Sfela 1, Str. thermophilus dominated, while industrial Sfela 2 contained high levels of Lactococcus lactis. The two artisanal samples, Sfela touloumotiri and Xerosfeli, were dominated by Tetragenococcus halophilus and Str. thermophilus, respectively. Debaryomyces hansenii was the only yeast species with abundance > 1% present exclusively in the Sfela touloumotiri sample. Identifying additional yeast species in the shotgun data was challenging, possibly due to their low abundance. Sfela cheese appears to contain a rather complex microbial ecosystem and thus needs to be further studied and understood. This might be crucial for improving and standardizing both its production and safety measures.
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  • 文章类型: Journal Article
    这项研究的目的是研究在六天的自发箱发酵过程中,海南Trinitario可可中微生物和代谢产物的动态特征。鸟枪宏基因组学和代谢组学方法被用于这项研究。通过对微生物的联合分析,揭示了可可发酵中微生物的潜在代谢功能,功能基因,和代谢物。在厌氧发酵阶段,Hanseniaspora是最普遍的酵母属,与果胶分解有关,并可能参与糖酵解以及淀粉和蔗糖代谢。塔图梅拉,具有丙酮酸激酶的潜力,和偏爱果糖的果糖杆菌,在翻转前发酵阶段构成了主要细菌。将氧气引入发酵物质后,乙酸细菌在微生物区系中占主导地位。醋杆菌的指数增殖导致分类丰富度和丰度下降。此外,对Komagataeibacter属中新物种的鉴定表明,海南可可可能是发现独特可可发酵细菌的有价值的储库。代谢物和酶的KEGG注解还强调了苯丙氨酸代谢在可可发酵中的重要参与。这项研究将为发酵剂菌株的选择和混合发酵剂培养物的配方提供新的视角。
    The aim of this study was to investigate the dynamic profile of microorganisms and metabolites in Hainan Trinitario cocoa during a six-day spontaneous box fermentation process. Shotgun metagenomic and metabolomic approaches were employed for this investigation. The potential metabolic functions of microorganisms in cocoa fermentation were revealed through a joint analysis of microbes, functional genes, and metabolites. During the anaerobic fermentation phase, Hanseniaspora emerged as the most prevalent yeast genus, implicated in pectin decomposition and potentially involved in glycolysis and starch and sucrose metabolism. Tatumella, possessing potential for pyruvate kinase, and Fructobacillus with a preference for fructose, constituted the primary bacteria during the pre-turning fermentation stage. Upon the introduction of oxygen into the fermentation mass, acetic acid bacteria ascended to dominant within the microflora. The exponential proliferation of Acetobacter resulted in a decline in taxonomic richness and abundance. Moreover, the identification of novel species within the Komagataeibacter genus suggests that Hainan cocoa may serve as a valuable reservoir for the discovery of unique cocoa fermentation bacteria. The KEGG annotation of metabolites and enzymes also highlighted the significant involvement of phenylalanine metabolism in cocoa fermentation. This research will offer a new perspective for the selection of starter strains and the formulation of mixed starter cultures.
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  • 文章类型: Journal Article
    使用相同资源的物种通常无法长时间共存。这种竞争性排斥机制可能会影响微生物组动态,导致由具有相似资源利用遗传背景的物种组成的群落崩溃。尽管在开创性研究中已经研究了在少数物种中引起竞争性排斥的基因,整合基因组学和生态学以理解物种丰富的群落中的稳定共存仍然是一个重大挑战。这里,我们研究了功能基因冗余的群落尺度分析是否可以为解释和预测细菌群落崩溃提供有用的平台.通过110天时间序列的实验微生物组动态,我们分析了共生细菌的宏基因组组装基因组.然后,我们根据基因组组成的多变量分析推断生态位空间。分析使我们能够评估物种之间生态位重叠水平随时间的潜在变化。我们假设可以通过量化共存物种之间遗传决定的资源使用概况(代谢途径概况)的重叠来评估竞争排斥的社区规模压力。我们发现,在实验微生物组中观察到的群落组成变化的程度与细菌物种之间基因库重叠的程度相关,尽管这两个变量之间的因果关系值得未来广泛研究。基于宏基因组的竞争排斥遗传潜力分析将帮助我们预测微生物组动态中的重大事件,例如突然的群落崩溃(即,生态失调)。
    Species utilizing the same resources often fail to coexist for extended periods of time. Such competitive exclusion mechanisms potentially underly microbiome dynamics, causing breakdowns of communities composed of species with similar genetic backgrounds of resource utilization. Although genes responsible for competitive exclusion among a small number of species have been investigated in pioneering studies, it remains a major challenge to integrate genomics and ecology for understanding stable coexistence in species-rich communities. Here, we examine whether community-scale analyses of functional gene redundancy can provide a useful platform for interpreting and predicting collapse of bacterial communities. Through 110-day time-series of experimental microbiome dynamics, we analyzed the metagenome-assembled genomes of co-occurring bacterial species. We then inferred ecological niche space based on the multivariate analysis of the genome compositions. The analysis allowed us to evaluate potential shifts in the level of niche overlap between species through time. We hypothesized that community-scale pressure of competitive exclusion could be evaluated by quantifying overlap of genetically determined resource-use profiles (metabolic pathway profiles) among coexisting species. We found that the degree of community compositional changes observed in the experimental microbiome was correlated with the magnitude of gene-repertoire overlaps among bacterial species, although the causation between the two variables deserves future extensive research. The metagenome-based analysis of genetic potential for competitive exclusion will help us forecast major events in microbiome dynamics such as sudden community collapse (i.e., dysbiosis).
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  • 文章类型: Journal Article
    下一代测序(NGS)已广泛应用于体液中微生物组的识别。16SrRNA扩增子测序方法简单,快,和成本效益。它克服了一些微生物不能被分离或培养的问题。低丰度的细菌也可以扩增和测序,但是分类的分辨率很难达到物种或亚种水平;此外,这种方法主要用于识别细菌种群,和其他微生物如病毒或真菌不能测序。另一方面,通过鸟枪宏基因组测序获得的微生物组分析更全面,分辨率更好,并且由于来自微生物的基因组序列的更高覆盖率,可以预期更准确的分类。通过将基于捕获的方法与宏基因组测序相结合,我们可以进一步富集和检测低丰度的微生物,并立即识别宿主gDNA中的病毒整合位点。
    Next-generation sequencing (NGS) has been widely applied to the identification of microbiome in body fluids. The methodology of 16S rRNA amplicon sequencing is simple, fast, and cost-effective. It overcomes the problem that some microorganisms cannot be isolated or cultured. Low abundant bacteria can also be amplified and sequenced, but the resolution of classification can hardly reach species or sub-species level; moreover, this methodology is mainly used to identify bacterial populations, and other microorganisms like viruses or fungi cannot be sequenced. On the other hand, the microbiome profiling obtained by shotgun metagenomic sequencing is more comprehensive with better resolution, and more accurate classification can be expected due to higher coverage of genomic sequences from microorganisms. By combining the capture-based method with metagenomic sequencing, we can further enrich and detect low abundant microorganisms and identify the viral integration sites in host gDNA at once.
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  • 文章类型: Journal Article
    肝硬化通常伴有肠道菌群失调和代谢缺陷。许多临床试验表明,针对微生物群的策略代表了管理肝硬化及其并发症的有希望的干预措施。然而,肠道宏基因组和患者代谢谱的影响尚未完全阐明。
    我们服用了乳果糖,丁酸梭菌,和婴儿长双歧杆菌作为合生元,并使用鸟枪宏基因组学和非靶向代谢组学来表征结果。
    接受合生元治疗12周的患者的菌群失调指数(DI)评分低于安慰剂治疗的患者和基线患者(NIP组)。我们确定了48个富含不同群体的细菌分类群,66个差异表达基因,18个差异表达的毒力因子基因,10个差异表达的碳水化合物活性酶基因,合生元与安慰剂组中存在不同浓度的173种代谢物,以及合生元与NIP组。双歧杆菌种类,尤其是B.在合生元治疗的患者中,与许多差异表达基因呈正相关。代谢物途径富集分析表明,合生元显著影响嘌呤代谢和氨酰tRNA生物合成。合生元组与健康对照组相比,嘌呤代谢和氨酰基-tRNA生物合成不再有显著差异。总之,尽管在早期干预中对临床参数的影响很小,合生元通过改善肠道菌群失调和代谢缺陷对患者有潜在益处;肠道菌群DI可用于评估临床微生物群靶向策略对肝硬化患者的影响.
    https://www.clinicaltrials.gov,标识符NCT05687409。
    UNASSIGNED: Liver cirrhosis is commonly accompanied by intestinal dysbiosis and metabolic defects. Many clinical trials have shown microbiota-targeting strategies represent promising interventions for managing cirrhosis and its complications. However, the influences of the intestinal metagenomes and metabolic profiles of patients have not been fully elucidated.
    UNASSIGNED: We administered lactulose, Clostridium butyricum, and Bifidobacterium longum infantis as a synbiotic and used shotgun metagenomics and non-targeted metabolomics to characterize the results.
    UNASSIGNED: Patients treated with the synbiotic for 12 weeks had lower dysbiosis index (DI) scores than placebo-treated patients and patients at baseline (NIP group). We identified 48 bacterial taxa enriched in the various groups, 66 differentially expressed genes, 18 differentially expressed virulence factor genes, 10 differentially expressed carbohydrate-active enzyme genes, and 173 metabolites present at differing concentrations in the Synbiotic versus Placebo group, and the Synbiotic versus NIP group. And Bifidobacteria species, especially B. longum, showed positive associations with many differentially expressed genes in synbiotic-treated patients. Metabolites pathway enrichment analysis showed that synbiotic significantly affected purine metabolism and aminoacyl-tRNA biosynthesis. And the purine metabolism and aminoacyl-tRNA biosynthesis were no longer significant differences in the Synbiotic group versus the healthy controls group. In conclusion, although littles influence on clinical parameters in the early intervention, the synbiotic showed a potential benefit to patients by ameliorating intestinal dysbiosis and metabolic defects; and the DI of intestinal microbiota is useful for the evaluation of the effect of clinical microbiota-targeting strategies on cirrhotic patients.
    UNASSIGNED: https://www.clinicaltrials.gov, identifiers NCT05687409.
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  • 文章类型: Journal Article
    红树林生态系统具有较高的硝酸盐还原能力,显着缓解了严重的氮污染。然而,目前对红树林生态系统硝酸盐还原机制的研究还很有限。此外,互花米草的入侵破坏了红树林生态系统的平衡,互花米草对硝酸盐还原的影响尚未完全阐明。在这项研究中,对亚热带红树林生态系统中的硝酸盐还原进行了全面调查,已经被互花米草入侵了40年。结果表明,互花米草显著提高了硝酸盐还原基因的相对和绝对丰度,尤其是nirS(亚硝酸还原酶),在红树林生态系统中。硝酸盐异化还原成铵是红树林生态系统硝酸盐还原的主要途径。硝酸盐还原主要由脱硫细菌进行,发生在红树林沉积物的浅层(0-10cm)中。发现硝酸盐还原和硫氧化(尤其是硫化物氧化)之间存在很强的正相关关系,硫化物含量与硝酸盐还原基因的相对丰度呈显著正相关。此外,构建了207个宏基因组组装基因组(MAGs),包括50个具有高数量(≥10个)硝酸盐还原基因的MAG。这一发现表明,优势微生物在红树林沉积物中具有很强的硝酸盐还原潜力。我们的发现强调了互花米草入侵对亚热带海洋红树林生态系统硝酸盐还原的影响。这项研究为我们对氮污染控制的理解提供了新的见解,并有助于探索红树林生态系统中新型的氮降解微生物。
    The mangrove ecosystem has a high nitrate reduction capacity, which significantly alleviates severe nitrogen pollution. However, current research on nitrate reduction mechanisms in the mangrove ecosystem is limited. Furthermore, Spartina alterniflora invasion has disrupted the balance of the mangrove ecosystem and the effect of S. alterniflora on nitrate reduction has not yet been fully elucidated. Nitrate reduction was comprehensively investigated in a subtropical mangrove ecosystem in this study, which has been invaded by S. alterniflora for 40 years. Results showed that S. alterniflora significantly increased the relative and absolute abundance of nitrate reduction genes, especially nirS (nitrite reductase), in the mangrove ecosystem. Dissimilatory nitrate reduction to ammonium was the main pathway of nitrate reduction in the mangrove ecosystem. Nitrate reduction was mainly performed by Desulfobacterales and occurred in the shallow layers (0-10 cm) of mangrove sediments. A strong positive correlation was found between nitrate reduction and sulfur oxidation (especially sulfide oxidation), and the sulfide content was significantly positively correlated with the relative abundance of nitrate reduction genes. Moreover, 207 metagenomic assembled genomes (MAGs) were constructed, including 50 MAGs with high numbers (≥ 10) of nitrate reduction genes. This finding indicates that the dominant microbes had strong nitrate reduction potential in mangrove sediments. Our findings highlight the impact of S. alterniflora invasion on nitrate reduction in a subtropical marine mangrove ecosystem. This study provides new insights into our understanding of nitrogen pollution control and contributes to the exploration of new nitrogen-degrading microbes in mangrove ecosystems.
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  • 文章类型: Video-Audio Media
    背景:珠穆朗玛峰和马里亚纳海沟是地球上最高和最深的地方,分别。它们在地理上是分开的,具有独特的极端环境参数,为原核生物提供独特的栖息地。珠穆朗玛峰和马里亚纳海沟之间的原核生物的比较将为了解地球上环境微生物组的组成和分布提供独特的视角。
    结果:这里,我们比较了珠穆朗玛峰和马里亚纳海沟之间的原核群落基于鸟枪宏基因组分析。分析25个宏基因组和1176个宏基因组组装的基因组显示出珠穆朗玛峰和马里亚纳海沟之间不同的分类组成,小分类单元重叠,和基因组大小的显著差异,GC含量,并预测了最佳生长温度。然而,群落代谢能力表现出惊人的共性,珠穆朗玛峰和马里亚纳海沟样本中>90%的代谢模块重叠,唯一的例外是CO2固定(珠穆朗玛峰的光自养,但马里亚纳海沟的化学自养)。大多数代谢途径是常见的,但在两个极端生境中由不同的分类单元执行,甚至包括一些专门的代谢途径,例如各种难降解有机物的多功能降解,重金属代谢(例如,As和Se),抗应力,和抗氧化。尽管珠穆朗玛峰和马里亚纳海沟在直观上存在巨大差异,但代谢共性表明原核生物在元素循环中的总体作用和克服不同压力条件的共同适应策略。
    结论:我们的结果,地球上最高和最深栖息地的原核生物之间的第一次比较,可能会强调原核生物多样性的原理:尽管分类单元是特定于栖息地的,主要代谢功能可以始终保留。视频摘要。
    Mount Everest and the Mariana Trench represent the highest and deepest places on Earth, respectively. They are geographically separated, with distinct extreme environmental parameters that provide unique habitats for prokaryotes. Comparison of prokaryotes between Mount Everest and the Mariana Trench will provide a unique perspective to understanding the composition and distribution of environmental microbiomes on Earth.
    Here, we compared prokaryotic communities between Mount Everest and the Mariana Trench based on shotgun metagenomic analysis. Analyzing 25 metagenomes and 1176 metagenome-assembled genomes showed distinct taxonomic compositions between Mount Everest and the Mariana Trench, with little taxa overlap, and significant differences in genome size, GC content, and predicted optimal growth temperature. However, community metabolic capabilities exhibited striking commonality, with > 90% of metabolic modules overlapping among samples of Mount Everest and the Mariana Trench, with the only exception for CO2 fixations (photoautotrophy in Mount Everest but chemoautotrophy in the Mariana Trench). Most metabolic pathways were common but performed by distinct taxa in the two extreme habitats, even including some specialized metabolic pathways, such as the versatile degradation of various refractory organic matters, heavy metal metabolism (e.g., As and Se), stress resistance, and antioxidation. The metabolic commonality indicated the overall consistent roles of prokaryotes in elemental cycling and common adaptation strategies to overcome the distinct stress conditions despite the intuitively huge differences in Mount Everest and the Mariana Trench.
    Our results, the first comparison between prokaryotes in the highest and the deepest habitats on Earth, may highlight the principles of prokaryotic diversity: although taxa are habitat-specific, primary metabolic functions could be always conserved. Video abstract.
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  • 文章类型: Journal Article
    传统发酵食品,这是众所周知的微生物资源,也是灿烂的民族文化遗产。最近,传统的发酵食品由于其潜在的益生菌特性而受到了极大的关注。基于鸟枪宏基因组测序数据,我们分析了微生物的多样性,分类组成,代谢途径,通过包括179个样本的荟萃分析,以及发酵食品的潜在益处和风险,以及我们自己从海南省收集的测序数据,中国。不出所料,原材料,区域(按气候带区分),和底物是传统发酵食品微生物多样性和分类组成的主要驱动力。有趣的是,在发酵乳制品中观察到有益细菌的含量较高,但机会病原体和抗生素抗性基因的生物量较低,表明发酵乳制品是最有益和最可靠的发酵食品。相比之下,尽管在发酵豆制品中发现了很高的微生物多样性,由于机会性病原体和可转移的抗生素抗性基因的富集,它们的消费风险仍然很高。总的来说,我们提供了迄今为止对发酵食品微生物组最全面的评估,并对其与人类健康相关的潜在益处和风险提出了新的观点.
    Traditional fermented foods, which are well-known microbial resources, are also bright national cultural inheritances. Recently, traditional fermented foods have received great attention due to their potential probiotic properties. Based on shotgun metagenomic sequencing data, we analyzed the microbial diversity, taxonomic composition, metabolic pathways, and the potential benefits and risks of fermented foods through a meta-analysis including 179 selected samples, as well as our own sequencing data collected from Hainan Province, China. As expected, raw materials, regions (differentiated by climatic zones), and substrates were the main driving forces for the microbial diversity and taxonomic composition of traditional fermented foods. Interestingly, a higher content of beneficial bacteria but a low biomass of opportunistic pathogens and antibiotic resistance genes were observed in the fermented dairy products, indicating that fermented dairy products are the most beneficial and reliable fermented foods. In contrast, despite the high microbial diversity found in the fermented soy products, their consumption risk was still high due to the enrichment of opportunistic pathogens and transferable antibiotic resistance genes. Overall, we provided the most comprehensive assessment of the microbiome of fermented food to date and generated a new view of its potential benefits and risks related to human health.
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  • 文章类型: Journal Article
    微生物在全球生物地球化学循环中起着至关重要的生态作用。然而,关于青藏高原微生物群落的广泛信息(QTP),这是世界上最高的高原,仍然缺乏,特别是在4500米以上的高海拔地区。在这里,我们对Bamucuo湖的土壤和水微生物群落进行了调查,西藏,通过使用鸟枪宏基因组方法。在土壤和水样中,我们重建了75个几乎完整的宏基因组组装基因组,和74个来自水样的宏基因组组装基因组代表了新物种。发现变形菌和放线菌是主要的细菌门,而Euryarchoota是主要的古细菌门。最大的病毒,潘多拉病毒盐类,在土壤微生物群落中发现。我们得出结论,Bamucuo湖中的微生物最有可能主要通过3-羟基丙酸双环途径固定碳。这项研究,第一次,表征了4555mQTP高海拔地区的微生物群落组成和代谢能力,确认QTP是一个巨大而有价值的资源池,其中许多微生物可用于开发新的生物活性物质和新的抗生素,病原微生物尚未对其产生抗性。
    Microorganisms play critical ecological roles in the global biogeochemical cycles. However, extensive information on the microbial communities in Qinghai-Tibet Plateau (QTP), which is the highest plateau in the world, is still lacking, particularly in high elevation locations above 4500 m. Here, we performed a survey of th e soil and water microbial communities in Bamucuo Lake, Tibet, by using shotgun metagenomic methods. In the soil and water samples, we reconstructed 75 almost complete metagenomic assembly genomes, and 74 of the metagenomic assembly genomes from the water sample represented novel species. Proteobacteria and Actinobacteria were found to be the dominant bacterial phyla, while Euryarchaeota was the dominant archaeal phylum. The largest virus, Pandoravirus salinus, was found in the soil microbial community. We concluded that the microorganisms in Bamucuo Lake are most likely to fix carbon mainly through the 3-hydroxypropionic bi-cycle pathway. This study, for the first time, characterized the microbial community composition and metabolic capacity in QTP high-elevation locations with 4555 m, confirming that QTP is a vast and valuable resource pool, in which many microorganisms can be used to develop new bioactive substances and new antibiotics to which pathogenic microorganisms have not yet developed resistance.
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