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Evaluation of method bias for determining bacterial populations in bacterial community analyses

机译:评价在细菌群落分析中确定细菌种群的方法偏倚

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摘要

Various methods are used for analyzing a bacterial community. We recently developed a method for quantifying each bacterium constituting the microbiota by combining a next-generation sequencing (NGS) analysis with a quantitative polymerase chain reaction (NGS-qPCR) assay. Our NGS-qPCR method is useful for analyzing a comprehensive bacterial community because it is enables the easy calculation of the amounts of each bacterium constituting the microbiota. However, it has not been confirmed whether the estimated bacterial community obtained using this NGS-qPCR method corresponds to the results obtained using conventional methods. Accordingly, we prepared model bacterial community samples and analyzed them by several methods (NGS-qPCR, species-specific qPCR, flow cytometry, total direct counting by epifluorescent microscopy [TDC], and plate count). The total bacterial cell densities determined by the PCR-based methods were largely consistent with those determined by the TDC method. There was a difference between the amounts of each bacterium analyzed by NGS-qPCR and species-specific qPCR, although the same trend was shown by both species-specific qPCR and NGS-qPCR. Our findings also demonstrated that there is a strong positive correlation between the cell densities of a specific bacterial group in craft beer samples determined by group-specific qPCR and NGS-qPCR, and there were no significant differences among quantification methods (we tested two bacterial groups: lactic acid bacteria and acetic acid bacteria). Thus, the NGS-qPCR method is a practical method for analyzing a comprehensive bacterial community based on a bacterial cell density.
机译:使用各种方法来分析细菌群落。我们最近开发了一种方法,可通过将下一代测序(NGS)分析与定量聚合酶链反应(NGS-qPCR)分析相结合来量化构成微生物群的每种细菌。我们的NGS-qPCR方法可用于分析全面的细菌群落,因为它可以轻松计算构成微生物群的每种细菌的数量。但是,尚未确认使用该NGS-qPCR方法获得的估计细菌群落是否与使用常规方法获得的结果相对应。因此,我们准备了模型细菌群落样品,并通过几种方法(NGS-qPCR,物种特异性qPCR,流式细胞仪,通过落射荧光显微镜[TDC]进行的总直接计数和平板计数)进行了分析。通过基于PCR的方法确定的总细菌细胞密度与通过TDC方法确定的总细菌细胞密度基本一致。尽管NGS-qPCR和NGS-qPCR都显示出相同的趋势,但NGS-qPCR和物种特异性qPCR所分析的每种细菌的数量之间存在差异。我们的发现还表明,通过组特异性qPCR和NGS-qPCR测定的精酿啤酒样品中,特定细菌组的细胞密度之间存在很强的正相关性,而且定量方法之间没有显着差异(我们测试了两个细菌组) :乳酸菌和醋酸菌)。因此,NGS-qPCR方法是一种基于细菌细胞密度分析综合细菌群落的实用方法。

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