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Comparative and Joint Analysis of Two Metagenomic Datasets from a Biogas Fermenter Obtained by 454-Pyrosequencing

机译:454焦磷酸测序技术从沼气发酵罐得到的两个元基因组数据集的比较和联合分析

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摘要

Biogas production from renewable resources is attracting increased attention as an alternative energy source due to the limited availability of traditional fossil fuels. Many countries are promoting the use of alternative energy sources for sustainable energy production. In this study, a metagenome from a production-scale biogas fermenter was analysed employing Roche's GS FLX Titanium technology and compared to a previous dataset obtained from the same community DNA sample that was sequenced on the GS FLX platform. Taxonomic profiling based on 16S rRNA-specific sequences and an Environmental Gene Tag (EGT) analysis employing CARMA demonstrated that both approaches benefit from the longer read lengths obtained on the Titanium platform. Results confirmed Clostridia as the most prevalent taxonomic class, whereas species of the order Methanomicrobiales are dominant among methanogenic Archaea. However, the analyses also identified additional taxa that were missed by the previous study, including members of the genera Streptococcus, Acetivibrio, Garciella, Tissierella, and Gelria, which might also play a role in the fermentation process leading to the formation of methane. Taking advantage of the CARMA feature to correlate taxonomic information of sequences with their assigned functions, it appeared that Firmicutes, followed by Bacteroidetes and Proteobacteria, dominate within the functional context of polysaccharide degradation whereas Methanomicrobiales represent the most abundant taxonomic group responsible for methane production. Clostridia is the most important class involved in the reductive CoA pathway (Wood-Ljungdahl pathway) that is characteristic for acetogenesis. Based on binning of 16S rRNA-specific sequences allocated to the dominant genus Methanoculleus, it could be shown that this genus is represented by several different species. Phylogenetic analysis of these sequences placed them in close proximity to the hydrogenotrophic methanogen Methanoculleus bourgensis. While rarefaction analyses still indicate incomplete coverage, examination of the GS FLX Titanium dataset resulted in the identification of additional genera and functional elements, providing a far more complete coverage of the community involved in anaerobic fermentative pathways leading to methane formation.
机译:由于传统化石燃料的有限供应,利用可再生资源生产沼气作为替代能源越来越受到关注。许多国家正在促进使用替代能源进行可持续能源生产。在这项研究中,使用罗氏(Roche)的GS FLX Titanium技术分析了来自生产规模的沼气发酵罐的元基因组,并将其与从在GS FLX平台上测序的同一社区DNA样品获得的先前数据集进行了比较。基于16S rRNA特异性序列的分类谱分析和使用CARMA的环境基因标签(EGT)分析表明,两种方法都受益于Titanium平台上更长的读取长度。结果证实梭状芽胞杆菌是最普遍的分类学类别,而甲烷化微生物的物种在产甲烷的古生菌中占主导地位。但是,分析还确定了先前研究遗漏的其他类群,包括链球菌,醋杆菌属,加西亚氏菌,蒂氏菌属和盖尔氏菌属的成员,它们也可能在导致甲烷形成的发酵过程中起作用。利用CARMA功能将序列的分类学信息与其分配的功能相关联,似乎Firmicutes,其次是拟杆菌和变形杆菌在多糖降解的功能范围内占主导地位,而Methanomicrobiales则是负责甲烷生产的最丰富的分类学类别。梭状芽胞杆菌是还原性CoA途径(Wood-Ljungdahl途径)中最重要的一类,其是产乙酸的特征。基于分配给显性甲烷菌属的16S rRNA特异性序列的分箱,可以证明该属由几种不同的物种代表。这些序列的系统发生分析使它们与氢营养型产甲烷菌甲烷菌(Methanoculleus bourgensis)非常接近。尽管稀有性分析仍表明覆盖范围不完全,但对GS FLX Titanium数据集的检查导致了其他属和功能元件的鉴定,从而更全面地覆盖了导致甲烷形成的厌氧发酵途径所涉及的社区。

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