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Analyzing the Dietary Diary of Bumble Bee

机译:分析大黄蜂的膳食日记

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Bumble bees are important crop pollinators and provide important pollination services to their respective ecosystems. Their pollen diet and thus food preferences can be characterized through nucleic acid sequence analysis. We present ITS2 amplicon sequence data from pollen collected by bumble bees. The pollen was collected from six different bumble bee colonies that were placed in independent agricultural landscapes. We compared next-generation (Illumina), i.e., short-read, and third-generation (Nanopore), i.e., MinION, sequencing techniques. MinION data were preprocessed using traditional and Nanopore specific tools for comparative analysis and were evaluated in comparison to short-read sequence data with conventional processing. Based on the results, the dietary diary of bumble bee in the studied landscapes can be identified. It is known that short reads generated by next-generation sequencers have the advantage of higher quality scores while Nanopore yields longer read lengths. We show that assignments to taxonomic units yield comparable results when querying against an ITS2-specific sequence database. Thus, lower sequence quality is compensated by longer read lengths. However, the Nanopore technology is improving in terms of data quality, much cheaper, and suitable for portable applications. With respect to the studied agricultural landscapes we found that bumble bees require higher plant diversity than only crops to fulfill their foraging requirements.
机译:大黄蜂是重要的作物粉粉,并为其各自的生态系统提供重要的授粉服务。它们的花粉饮食并因此通过核酸序列分析表征食品偏好。我们提出了由Bumble Bees收集的花粉的2个扩增子序列数据。从六种不同的大黄蜂殖民地中收集了花粉,该殖民地被置于独立的农业景观。我们比较了下一代(Illumina),即短读和第三代(纳米孔),即小组,测序技术。使用传统和纳米孔特异性工具预处理进行切割数据进行比较分析,并与具有常规处理的短读序列数据进行评估。根据结果​​,可以识别研究景观中的大黄蜂的膳食日记。已知由下一代定序器产生的短读取具有更高质量评分的优点,而纳米孔产生较长的读取长度。我们显示分配给分类单位在针对ITS2特定序列数据库查询时产生可比的结果。因此,通过更长的读取长度来补偿较低的序列质量。然而,纳米孔技术在数据质量方面正在改善,更便宜,适用于便携式应用。关于所研究的农业景观,我们发现大黄蜂需要更高的植物多样性,而不是仅弥补其觅食要求。

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