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No apparent correlation between honey bee forager gut microbiota and honey production

机译:蜜蜂觅食肠道菌群与蜂蜜产量之间无明显关联

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摘要

One of the best indicators of colony health for the European honey bee (Apis mellifera) is its performance in the production of honey. Recent research into the microbial communities naturally populating the bee gut raise the question as to whether there is a correlation between microbial community structure and colony productivity. In this work, we used 16S rRNA amplicon sequencing to explore the microbial composition associated with forager bees from honey bee colonies producing large amounts of surplus honey (productive) and compared them to colonies producing less (unproductive). As supported by previous work, the honey bee microbiome was found to be dominated by three major phyla: the Proteobacteria, Bacilli and Actinobacteria, within which we found a total of 23 different bacterial genera, including known “core” honey bee microbiome members. Using discriminant function analysis and correlation-based network analysis, we identified highly abundant members (such as Frischella and Gilliamella) as important in shaping the bacterial community; libraries from colonies with high quantities of these Orbaceae members were also likely to contain fewer Bifidobacteria and Lactobacillus species (such as Firm-4). However, co-culture assays, using isolates from these major clades, were unable to confirm any antagonistic interaction between Gilliamella and honey bee gut bacteria. Our results suggest that honey bee colony productivity is associated with increased bacterial diversity, although this mechanism behind this correlation has yet to be determined. Our results also suggest researchers should not base inferences of bacterial interactions solely on correlations found using sequencing. Instead, we suggest that depth of sequencing and library size can dramatically influence statistically significant results from sequence analysis of amplicons and should be cautiously interpreted.
机译:欧洲蜜蜂(Apis mellifera)殖民地健康的最佳指标之一是其在蜂蜜生产中的表现。对天然存在于蜂肠中的微生物群落的最新研究提出了以下问题:微生物群落结构与菌落生产力之间是否存在相关性。在这项工作中,我们使用16S rRNA扩增子测序来研究与产生大量过剩蜂蜜(生产性)的蜂群的觅食蜜蜂相关的微生物组成,并将其与产生较少(非生产性)的菌落进行比较。在以前的工作的支持下,发现蜜蜂微生物组主要由三个主要门组成:Proteobacteria,Bacilli和Actinobacteria,在其中我们发现了总共23个不同的细菌属,包括已知的“核心”蜜蜂微生物组成员。使用判别函数分析和基于相关性的网络分析,我们确定了高度丰富的成员(例如弗里斯切拉菌(Frischella)和吉利菌菌属(Gilliamella))对塑造细菌群落至关重要。来自这些Orbaceae成员数量较高的菌落的文库也可能包含较少的双歧杆菌和乳杆菌物种(例如Firm-4)。然而,使用来自这些主要进化枝的分离物的共培养测定法不能证实Gilliamella和蜜蜂肠道细菌之间的任何拮抗作用。我们的结果表明,蜜蜂群体的生产力与细菌多样性的增加有关,尽管这种相关性背后的机制尚未确定。我们的研究结果还表明,研究人员不应仅根据测序发现的相关性推断细菌相互作用。相反,我们建议测序深度和文库大小会极大影响扩增子序列分析的统计学显着性结果,因此应谨慎解释。

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