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Comparative metagenomic analysis of bacterial populations in three full-scale mesophilic anaerobic manure digesters

机译:三种全尺寸嗜温厌氧粪便消化池中细菌种群的比较宏基因组学分析

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While the use of anaerobic digestion to generate methane as a source of bioenergy is increasing worldwide, our knowledge of the microbial communities that perform biomethanation is very limited. Using next-generation sequencing, bacterial population profiles were determined in three full-scale mesophilic anaerobic digesters operated on dairy farms in the state of Vermont (USA). To our knowledge, this is the first report of a metagenomic analysis on the bacterial population of anaerobic digesters using dairy manure as their main substrate. A total of 20,366 non-chimeric sequence reads, covering the V1-V2 hypervariable regions of the bacterial 16S rRNA gene, were assigned to 2,176 operational taxonomic units (OTUs) at a genetic distance cutoff value of 5 %. Based on their limited sequence identity to validly characterized species, the majority of OTUs identified in our study likely represented novel bacterial species. Using a na?ve Bayesian classifier, 1,624 anaerobic digester OTUs could be assigned to 16 bacterial phyla, while 552 OTUs could not be classified and may belong to novel bacterial taxonomic groups that have yet to be described. Firmicutes, Bacteroidetes, and Chloroflexi were the most highly represented bacteria overall, with Bacteroidetes and Chloroflexi showing the least and the most variation in abundance between digesters, respectively. All digesters shared 132 OTUs, which as a "core" group represented 65.4 to 70.6 % of sequences in individual digesters. Our results show that bacterial populations from microbial communities of anaerobic manure digesters can display high levels of diversity despite sharing a common core substrate.
机译:尽管在世界范围内,厌氧消化产生甲烷作为生物能源的使用正在增加,但我们对进行生物甲烷化的微生物群落的了解非常有限。使用下一代测序技术,在美国佛蒙特州奶牛场的三个全尺寸嗜温厌氧消化池中确定了细菌种群概况。据我们所知,这是对以牛粪为主要基质的厌氧消化池细菌种群进行宏基因组学分析的第一份报告。覆盖细菌16S rRNA基因的V1-V2高变区的总共20,366个非嵌合序列读数被分配给2,176个操作分类单位(OTU),遗传距离截止值为5%。基于它们与有效表征物种的有限序列同一性,在我们的研究中鉴定出的大多数OTU可能代表了新型细菌物种。使用朴素贝叶斯分类器,可以将1624个厌氧消化池OTU分配给16个细菌门,而552个OTU无法分类,可能属于尚未描述的新型细菌分类学组。菌丝菌,拟杆菌属和弯曲挠菌是总体上代表最高的细菌,其中杆菌属和细菌弯曲菌在消化器之间的丰度变化分别最小和最大。所有消化器共享132个OTU,作为一个“核心”组代表单个消化器中序列的65.4%至70.6%。我们的结果表明,尽管共有相同的核心底物,但厌氧消化池微生物群落中的细菌种群仍表现出较高的多样性。

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