shotgun metagenomics

鸟枪宏基因组学
  • 文章类型: Journal Article
    肠道菌群失调和癌症之间的关键关联是已知的。这里,我们使用全基因组鸟枪测序(WGS)和气相色谱/质谱(GC/MS)进行宏基因组和代谢组学分析,以确定40、45、71、34、50、60和40例患者的共同和不同的分类结构结直肠癌,胃癌,乳腺癌,肺癌,黑色素瘤,淋巴肿瘤和急性髓细胞性白血病(AML),分别,并将数据与性别和年龄匹配的健康对照(HC)的数据进行比较。α-多样性仅在淋巴样肿瘤和AML组及其各自的HC之间存在差异,而β-多样性在所有群体及其HC之间存在差异。在203个独特的物种中,179和24人任职人数不足和过多,分别,在病例组中与HC相比。其中,在所研究的七个组中,肠杆菌的代表性不足,除胃癌组外,厌氧菌在所有人群中的比例都不足,其余五个病例组中有22个物种的代表性不足。除AML组外,所有病例组中肠道微生物组癌指数均显着降低。在测试的短链脂肪酸和氨基酸中,甲酸的相对浓度在每个病例组中都明显高于HC,7种粪杆菌的丰度与大多数氨基酸和甲酸呈负相关,和积极的乙酸水平,丙酸,还有丁酸.我们发现所研究的恶性肿瘤组之间的差异比相似性更多,多样性差异很大,分类学/代谢组学概况,和职能分配。虽然获得的结果可能表明趋势,而不是与不同类型的恶性肿瘤相关的客观差异,新开发的肠道微生物区系癌症指数确实将大多数癌症病例与HC区分开来。我们认为,这些数据是在寻找新的诊断和预测测试以评估癌症患者肠道菌群失调方面向前迈出的有希望的一步。
    The key association between gut dysbiosis and cancer is already known. Here, we used whole-genome shotgun sequencing (WGS) and gas chromatography/mass spectrometry (GC/MS) to conduct metagenomic and metabolomic analyses to identify common and distinct taxonomic configurations among 40, 45, 71, 34, 50, 60, and 40 patients with colorectal cancer, stomach cancer, breast cancer, lung cancer, melanoma, lymphoid neoplasms and acute myeloid leukemia (AML), respectively, and compared the data with those from sex- and age-matched healthy controls (HC). α-diversity differed only between the lymphoid neoplasm and AML groups and their respective HC, while β-diversity differed between all groups and their HC. Of 203 unique species, 179 and 24 were under- and over-represented, respectively, in the case groups compared with HC. Of these, Faecalibacillus intestinalis was under-represented in each of the seven groups studied, Anaerostipes hadrus was under-represented in all but the stomach cancer group, and 22 species were under-represented in the remaining five case groups. There was a marked reduction in the gut microbiome cancer index in all case groups except the AML group. Of the short-chain fatty acids and amino acids tested, the relative concentration of formic acid was significantly higher in each of the case groups than in HC, and the abundance of seven species of Faecalibacterium correlated negatively with most amino acids and formic acid, and positively with the levels of acetic, propanoic, and butanoic acid. We found more differences than similarities between the studied malignancy groups, with large variations in diversity, taxonomic/metabolomic profiles, and functional assignments. While the results obtained may demonstrate trends rather than objective differences that correlate with different types of malignancy, the newly developed gut microbiota cancer index did distinguish most of the cancer cases from HC. We believe that these data are a promising step forward in the search for new diagnostic and predictive tests to assess intestinal dysbiosis among cancer patients.
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  • 文章类型: Journal Article
    感染性眼内炎是一种严重的眼科急症。这种感染可能是由细菌和真菌引起的。为了有效治疗,微生物敏感的抗菌药物的给药是必不可少的。这项研究的目的是使用宏基因组下一代测序鉴定墨西哥眼内炎患者活检中的微生物,并确定活检样品中存在哪些抗生素抗性基因。在这项前瞻性案例研究中,招募19例眼内炎患者。提取玻璃体或房水样品以进行DNA提取,用于宏基因组下一代测序。测序结果的分析揭示了活组织检查中存在多种细菌。抗性组分析显示,一些活检样品中存在抗生素抗性基因的同源物。除了编码外排泵的各种基因外,还检测到可能赋予对头孢他啶和万古霉素抗性的基因。我们的发现与广泛的观点相反,即眼内炎患者的感染组织中仅存在一种或几种细菌菌株。这些不同的社区可能拥有许多被检测到的抗性基因,这会使感染进一步复杂化。
    Infectious endophthalmitis is a severe ophthalmic emergency. This infection can be caused by bacteria and fungi. For efficient treatment, the administration of antimicrobial drugs to which the microbes are susceptible is essential. The aim of this study was to identify micro-organisms in biopsies of Mexican endophthalmitis patients using metagenomic next-generation sequencing and determine which antibiotic resistance genes were present in the biopsy samples. In this prospective case study, 19 endophthalmitis patients were recruited. Samples of vitreous or aqueous humour were extracted for DNA extraction for metagenomic next-generation sequencing. Analysis of the sequencing results revealed the presence of a wide variety of bacteria in the biopsies. Resistome analysis showed that homologues of antibiotic resistance genes were present in several biopsy samples. Genes possibly conferring resistance to ceftazidime and vancomycin were detected in addition to various genes encoding efflux pumps. Our findings contrast with the widespread opinion that only one or a few bacterial strains are present in the infected tissues of endophthalmitis patients. These diverse communities might host many of the resistance genes that were detected, which can further complicate the infections.
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  • 文章类型: Journal Article
    亚马逊之后,刚果盆地是世界第二大热带雨林地区。这个盆地拥有非凡的生物多样性,然而其水域中的许多微生物多样性,土壤,人口在很大程度上仍未被探索和发现。虽然正在采取许多举措来表征全球生物多样性,很少在非洲进行,没有一个涉及刚果盆地,特别是在城市地区。在这种情况下,我们评估了黑角城市排水沟中存在的微生物多样性,刚果。这个小镇具有有趣的特点,因为人口密度很高,它位于大西洋和中非的Mayombe森林之间。这些发现阐明了黑角地表水的微生物组成。该数据集允许通过81个元基因组组装的基因组的组装来鉴定推定的新细菌。它也是评估抗生素抗性基因存在的宝贵的主要资源,为公共卫生当局监测风险提供了一个有用的工具。
    After Amazonia, the Congo Basin represents the second-largest tropical rainforest area in the world. This basin harbours remarkable biodiversity, yet much of its microbiological diversity within its waters, soils, and populations remains largely unexplored and undiscovered. While many initiatives to characterize global biodiversity are being undertaken, few are conducted in Africa and none of them concern the Congo Basin specifically in urban areas. In this context, we assessed the microbial diversity present in gutter water in the city of Pointe-Noire, Congo. This town has interesting characteristics as the population density is high and it is located between the Atlantic Ocean and the forest of Mayombe in Central Africa. The findings illuminate the microbial composition of surface water in Pointe-Noire. The dataset allows the identification of putative new bacteria through the assembly of 81 meta-genome-assembled genomes. It also serves as a valuable primary resource for assessing the presence of antibiotic-resistant genes, offering a useful tool for monitoring risks by public health authorities.
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  • 文章类型: Journal Article
    热带地区的大豆种植依赖于与固氮根瘤菌和植物生长促进细菌(PGPBs)的共生,减少氮肥和农药对环境的影响。我们评估了不同细菌聚生体与PGPBs或微生物次生代谢产物(MSM)结合接种大豆对根际土壤化学的影响,植物生理学,植物营养,粮食产量,和根际微生物在三个生长季节的田间条件下的作用,并进行了四种处理:日本缓生根瘤菌和重氮根瘤菌的标准接种(SI);SI加上枯草芽孢杆菌的叶面喷施(SIBs);SI加上叶面喷施巴西拟螺旋藻(SIAz);SI加上从MSB中提取的富含三低聚糖的几丁糖(SI)。根际微生物组成,多样性,和功能通过宏基因组学评估。根际土壤化学之间的关系,植物营养,粮食产量,通过广义联合属性模型确定微生物类群的丰度和功能。细菌群落对根际土壤肥力的影响最为显著,这反过来又影响了细菌群落,植物生理学,营养可用性,和生产。聚类分析确定了与根际土壤化学和植物营养变化相关的微生物群和功能。细菌聚生体正向调节植物次生代谢产物生物合成中涉及的特定属和功能途径,氨基酸,脂多糖,光合作用,细菌分泌系统,和硫代谢。细菌聚生体对大豆完整体的影响,特别是根瘤菌和根际土壤肥力,强调为预期结果选择合适的联盟的重要性。这些发现对提高作物生产力的微生物农业实践具有重要意义。质量,和可持续性。
    Soybean cultivation in tropical regions relies on symbioses with nitrogen-fixing Bradyrhizobium and plant growth-promoting bacteria (PGPBs), reducing environmental impacts of N fertilizers and pesticides. We evaluate the effects of soybean inoculation with different bacterial consortia combined with PGPBs or microbial secondary metabolites (MSMs) on rhizosoil chemistry, plant physiology, plant nutrition, grain yield, and rhizosphere microbial functions under field conditions over three growing seasons with four treatments: standard inoculation of Bradyrhizobium japonicum and Bradyrhizobium diazoefficiens consortium (SI); SI plus foliar spraying with Bacillus subtilis (SI + Bs); SI plus foliar spraying with Azospirillum brasilense (SI + Az); and SI plus seed application of MSMs enriched in lipo-chitooligosaccharides extracted from B. diazoefficiens and Rhizobium tropici (SI + MSM). Rhizosphere microbial composition, diversity, and function was assessed by metagenomics. The relationships between rhizosoil chemistry, plant nutrition, grain yield, and the abundance of microbial taxa and functions were determined by generalized joint attribute modeling. The bacterial consortia had the most significant impact on rhizosphere soil fertility, which in turn affected the bacterial community, plant physiology, nutrient availability, and production. Cluster analysis identified microbial groups and functions correlated with shifts in rhizosoil chemistry and plant nutrition. Bacterial consortia positively modulated specific genera and functional pathways involved in biosynthesis of plant secondary metabolites, amino acids, lipopolysaccharides, photosynthesis, bacterial secretion systems, and sulfur metabolism. The effects of the bacterial consortia on the soybean holobiont, particularly the rhizomicrobiome and rhizosoil fertility, highlight the importance of selecting appropriate consortia for desired outcomes. These findings have implications for microbial-based agricultural practices that enhance crop productivity, quality, and sustainability.
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  • 文章类型: Journal Article
    抗生素耐药性是一个世界性问题,对发展中国家造成毁灭性影响,需要立即采取干预措施。最初,大多数抗生素药物是通过培养土壤微生物来鉴定的。然而,这种方法容易重复发现相同的抗生素。本研究采用shot弹枪宏基因组学方法来研究分类学多样性,功能潜力,以及来自埃塞俄比亚Bekeka和WelmeraChokeKebelle的两个天然农田的微生物组的生物合成能力。对小亚基rRNA的分析显示,在两个选定的自然农田中,细菌结构域分别占83.33%和87.24%。此外,分析显示,变形杆菌占27.27%和28.79%,其次是放线菌占12.73%和13.64%的门组成。此外,分析显示研究样品中存在未分配的细菌。宏基因组功能分析显示,来自两个样品的176,961和104,636个蛋白质编码序列(pCDS)与172,655和102,275个InterPro条目相匹配,分别。基因组本体论注释表明存在分配给“生物合成过程”的5517和3293pCDS。鉴定了许多参与萜类和聚酮生物合成的基因和基因组模块(KEGG模块)的京都百科全书。此外,已知和新颖的生物合成基因簇,负责次级代谢产物的产生,如聚酮化合物合酶,非核糖体肽合成酶,核糖体合成和翻译后修饰的肽(Ripp),和萜烯,被发现了。一般来说,从结果可以得出结论,选定采样点的微生物群具有次生代谢产物生物合成的潜在功能。总的来说,这项研究可以在将新抗生素推向市场的漫长旅程中迈出重要的第一步。
    Antibiotic resistance is a worldwide problem that imposes a devastating effect on developing countries and requires immediate interventions. Initially, most of the antibiotic drugs were identified by culturing soil microbes. However, this method is prone to discovering the same antibiotics repeatedly. The present study employed a shotgun metagenomics approach to investigate the taxonomic diversity, functional potential, and biosynthetic capacity of microbiomes from two natural agricultural farmlands located in Bekeka and Welmera Choke Kebelle in Ethiopia for the first time. Analysis of the small subunit rRNA revealed bacterial domain accounting for 83.33% and 87.24% in the two selected natural farmlands. Additionally, the analysis showed the dominance of Proteobacteria representing 27.27% and 28.79% followed by Actinobacteria making up 12.73% and 13.64% of the phyla composition. Furthermore, the analysis revealed the presence of unassigned bacteria in the studied samples. The metagenome functional analysis showed 176,961 and 104, 636 number of protein-coding sequences (pCDS) from the two samples found a match with 172,655 and 102, 275 numbers of InterPro entries, respectively. The Genome ontology annotation suggests the presence of 5517 and 3293 pCDS assigned to the \"biosynthesis process\". Numerous Kyoto Encyclopedia of Genes and Genomes modules (KEGG modules) involved in the biosynthesis of terpenoids and polyketides were identified. Furthermore, both known and novel Biosynthetic gene clusters, responsible for the production of secondary metabolites, such as polyketide synthases, non-ribosomal peptide synthetase, ribosomally synthesized and post-translationally modified peptides (Ripp), and Terpene, were discovered. Generally, from the results it can be concluded that the microbiomes in the selected sampling sites have a hidden functional potential for the biosynthesis of secondary metabolites. Overall, this study can serve as a strong preliminary step in the long journey of bringing new antibiotics to the market.
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  • 文章类型: Journal Article
    背景:呼吸道病毒显著影响全球发病率和死亡率,在人类中引起的疾病比任何其他传染因子都多。除了病原体,各种病毒和细菌定植在呼吸道而不引起疾病,潜在影响呼吸系统疾病的发病机制。然而,我们对呼吸道微生物群的理解受到技术限制,主要关注细菌,忽视病毒等关键群体。尽管最近努力提高我们对人体病毒多样性的理解,我们对与人类呼吸道相关的病毒多样性的了解仍然有限。
    方法:使用关键词在书目和测序数据存储库中进行全面搜索后,我们从公共存储库中检索了鸟枪宏基因组数据(n=85).在手动策展之后,使用EVEREST(pipElineforViralassembly和chaRactEriSaTion)分析来自43项研究的测序数据文件。进一步评估完整和高质量的重叠群的基因组和分类学特征。
    结果:病毒重叠群是从通过EVEREST处理的868个FASTQ文件中的194个获得的。在质量评估的1842个重叠群中,8%(n=146)被归类为完整/高质量基因组。大多数鉴定的病毒重叠群被分类为噬菌体,分类分辨率从超级王国级别到物种级别。捕获的重叠群分布在25个假定的家族中,并且在RNA和DNA病毒之间变化,包括以前未表征的病毒基因组。值得注意的是,气道样本还含有人胃肠道特有的病毒,以前没有被描述为肺部病毒的一部分。此外,通过对集成数据集进行荟萃分析,观察到与人类疾病状态有关的病毒种群内的生态趋势及其沿呼吸道的生物地理分布。
    结论:通过利用shot弹枪宏基因组数据的公开可用存储库,本研究提供了与来自不同疾病谱的人类呼吸道标本相关的病毒基因组的新见解。需要进一步的研究来验证我们的发现并评估这些病毒群落对呼吸道生理学的潜在影响。
    BACKGROUND: Respiratory viruses significantly impact global morbidity and mortality, causing more disease in humans than any other infectious agent. Beyond pathogens, various viruses and bacteria colonize the respiratory tract without causing disease, potentially influencing respiratory diseases\' pathogenesis. Nevertheless, our understanding of respiratory microbiota is limited by technical constraints, predominantly focusing on bacteria and neglecting crucial populations like viruses. Despite recent efforts to improve our understanding of viral diversity in the human body, our knowledge of viral diversity associated with the human respiratory tract remains limited.
    METHODS: Following a comprehensive search in bibliographic and sequencing data repositories using keyword terms, we retrieved shotgun metagenomic data from public repositories (n = 85). After manual curation, sequencing data files from 43 studies were analyzed using EVEREST (pipEline for Viral assEmbly and chaRactEriSaTion). Complete and high-quality contigs were further assessed for genomic and taxonomic characterization.
    RESULTS: Viral contigs were obtained from 194 out of the 868 FASTQ files processed through EVEREST. Of the 1842 contigs that were quality assessed, 8% (n = 146) were classified as complete/high-quality genomes. Most of the identified viral contigs were taxonomically classified as bacteriophages, with taxonomic resolution ranging from the superkingdom level down to the species level. Captured contigs were spread across 25 putative families and varied between RNA and DNA viruses, including previously uncharacterized viral genomes. Of note, airway samples also contained virus(es) characteristic of the human gastrointestinal tract, which have not been previously described as part of the lung virome. Additionally, by performing a meta-analysis of the integrated datasets, ecological trends within viral populations linked to human disease states and their biogeographical distribution along the respiratory tract were observed.
    CONCLUSIONS: By leveraging publicly available repositories of shotgun metagenomic data, the present study provides new insights into viral genomes associated with specimens from the human respiratory tract across different disease spectra. Further studies are required to validate our findings and evaluate the potential impact of these viral communities on respiratory tract physiology.
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  • 文章类型: Journal Article
    IlluminaHiSeq的配对短读,MiSeq,和NovaSeq的模拟细菌群落来自新鲜菠菜和地表水在不同测序深度的计算机上产生。多药耐药的肠道沙门氏菌血清型印第安纳州被纳入菠菜社区,而水体中含有多重耐药的铜绿假单胞菌。
    Paired-end short reads of Illumina HiSeq, MiSeq, and NovaSeq of simulated bacterial communities from fresh spinach and surface water were generated in silico at various sequencing depths. Multidrug-resistant Salmonella enterica serotype Indiana was included in the spinach community, while the water community contained multidrug-resistant Pseudomonas aeruginosa.
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  • 文章类型: Clinical Study
    背景:由于易感因素的发生率较高,HIV感染者(PLWH)获得多药耐药生物的风险增加。肠道微生物组是被称为肠道抗性组的抗微生物抗性决定子集合的主要储库。在PLWH中,肠道微生物组的变化与免疫激活和HIV-1相关并发症有关.具体来说,由低微生物基因丰富度定义的肠道生态失调与较低的最低点CD4T细胞计数有关。此外,性偏好已被证明强烈影响PLWH的肠道微生物组组成,导致不同的普雷沃氏菌或富含拟杆菌的肠型,在MSM(与男性发生性关系的男性)或非MSM中,分别。迄今为止,由于缺乏使用shot弹枪宏基因组学的研究,因此对PLWH中的肠道耐药性组成知之甚少。本研究旨在检测与HIV-1感染相关的不同微生物组特征与肠道耐药性组成之间的关联。
    结果:使用鸟枪宏基因组学,我们在巴塞罗那进行的一项横断面观察研究中,对129名HIV-1感染受试者的肠道耐药性组成进行了表征,这些受试者显示出不同的HIV临床特征和27名HIV-1阴性对照。西班牙。大多数无MSM显示出富含拟杆菌的肠型和低微生物基因丰富度的微生物组。根据HIV-1感染或免疫状态,我们没有确定抗性组多样性和组成的差异。然而,MSM组的肠道耐药组更加多样化,与无MSM组相比,富含Prevotella的肠型和肠道微生物群具有较高的微生物基因丰富度,富含拟杆菌的肠型和具有低微生物基因丰富度的肠道微生物。此外,根据定义的组,肠道耐药组β-多样性是不同的,我们根据已建立的类别确定了一组差异丰富的抗微生物耐药性决定因素。
    结论:我们的发现揭示了肠道耐药性组成与通常与肠道微生物组相关的各种宿主变量之间的显著相关性,包括肠道菌群,微生物基因丰富度,和性偏好。这些宿主变量以前与免疫激活和较低的NadirCD4T细胞计数有关,这是HIV相关合并症的预后因素。本研究为PLWH的临床特征与抗生素耐药性之间的关系提供了新的见解。
    BACKGROUND: People living with HIV (PLWH) are at increased risk of acquisition of multidrug resistant organisms due to higher rates of predisposing factors. The gut microbiome is the main reservoir of the collection of antimicrobial resistance determinants known as the gut resistome. In PLWH, changes in gut microbiome have been linked to immune activation and HIV-1 associated complications. Specifically, gut dysbiosis defined by low microbial gene richness has been linked to low Nadir CD4 + T-cell counts. Additionally, sexual preference has been shown to strongly influence gut microbiome composition in PLWH resulting in different Prevotella or Bacteroides enriched enterotypes, in MSM (men-who-have-sex-with-men) or no-MSM, respectively. To date, little is known about gut resistome composition in PLWH due to the scarcity of studies using shotgun metagenomics. The present study aimed to detect associations between different microbiome features linked to HIV-1 infection and gut resistome composition.
    RESULTS: Using shotgun metagenomics we characterized the gut resistome composition of 129 HIV-1 infected subjects showing different HIV clinical profiles and 27 HIV-1 negative controls from a cross-sectional observational study conducted in Barcelona, Spain. Most no-MSM showed a Bacteroides-enriched enterotype and low microbial gene richness microbiomes. We did not identify differences in resistome diversity and composition according to HIV-1 infection or immune status. However, gut resistome was more diverse in MSM group, Prevotella-enriched enterotype and gut micorbiomes with high microbial gene richness compared to no-MSM group, Bacteroides-enriched enterotype and gut microbiomes with low microbial gene richness. Additionally, gut resistome beta-diversity was different according to the defined groups and we identified a set of differentially abundant antimicrobial resistance determinants based on the established categories.
    CONCLUSIONS: Our findings reveal a significant correlation between gut resistome composition and various host variables commonly associated with gut microbiome, including microbiome enterotype, microbial gene richness, and sexual preference. These host variables have been previously linked to immune activation and lower Nadir CD4 + T-Cell counts, which are prognostic factors of HIV-related comorbidities. This study provides new insights into the relationship between antibiotic resistance and clinical characteristics of PLWH.
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  • 文章类型: Journal Article
    鸟枪宏基因组学测序实验正在发现广泛的应用。尽管如此,关于获取有意义的信息以进行分类学分析和抗微生物药物耐药基因(ARG)鉴定所需的序列数量的指南仍然有限.在这项研究中,我们在口腔微生物群的背景下探索了这个问题,通过使用非常高数量的序列(约1亿条)进行测序,四个人斑块样本,和一个微生物群落标准,并通过降采样程序评估微生物鉴定和ARGs检测的性能。当调查减少数量的序列对微生物群落标准数据集的定量分类分析的影响时,与预期相比,我们发现已确定的微生物种类及其丰度存在一些差异。这种差异在整个向下抽样中是一致的,表明它们与分类学分析方法限制的联系。总的来说,结果表明,序列的数量对宏基因组样本在定性(即,存在/不存在)信息丢失的水平,尤其是在阅读量不到4000万次的实验中,而丰度估计受到的影响最小,在低丰度物种中仅观察到微小的变化。还评估了ARGs的存在:总共鉴定了133个ARGs。值得注意的是,其中23%的结果不一致,在同一样本的下采样数据集中存在或不存在。此外,超过一半的ARG在阅读量少于2000万的数据集中丢失。这项研究强调了仔细考虑测序方面的重要性,并提出了一些设计鸟枪宏基因组学实验的指南,最终目标是最大化口腔微生物组分析。我们的研究结果表明,根据不同的研究目标,不同的优化序列号:4000万用于微生物区系分析,5000万用于低丰度物种检测,和2000万用于ARG识别。关键点:•四千万个序列是用于微生物区系分析的成本有效的解决方案•五千万个序列允许低丰度物种检测•两千万个序列被推荐用于ARG鉴定。
    Shotgun metagenomics sequencing experiments are finding a wide range of applications. Nonetheless, there are still limited guidelines regarding the number of sequences needed to acquire meaningful information for taxonomic profiling and antimicrobial resistance gene (ARG) identification. In this study, we explored this issue in the context of oral microbiota by sequencing with a very high number of sequences (~ 100 million), four human plaque samples, and one microbial community standard and by evaluating the performance of microbial identification and ARGs detection through a downsampling procedure. When investigating the impact of a decreasing number of sequences on quantitative taxonomic profiling in the microbial community standard datasets, we found some discrepancies in the identified microbial species and their abundances when compared to the expected ones. Such differences were consistent throughout downsampling, suggesting their link to taxonomic profiling methods limitations. Overall, results showed that the number of sequences has a great impact on metagenomic samples at the qualitative (i.e., presence/absence) level in terms of loss of information, especially in experiments having less than 40 million reads, whereas abundance estimation was minimally affected, with only slight variations observed in low-abundance species. The presence of ARGs was also assessed: a total of 133 ARGs were identified. Notably, 23% of them inconsistently resulted as present or absent across downsampling datasets of the same sample. Moreover, over half of ARGs were lost in datasets having less than 20 million reads. This study highlights the importance of carefully considering sequencing aspects and suggests some guidelines for designing shotgun metagenomics experiments with the final goal of maximizing oral microbiome analyses. Our findings suggest varying optimized sequence numbers according to different study aims: 40 million for microbiota profiling, 50 million for low-abundance species detection, and 20 million for ARG identification. KEY POINTS: • Forty million sequences are a cost-efficient solution for microbiota profiling • Fifty million sequences allow low-abundance species detection • Twenty million sequences are recommended for ARG identification.
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  • 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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