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Evaluation of detection probabilities at the water-filtering and initial PCR steps in environmental DNA metabarcoding using a multispecies site occupancy model

机译:使用多物种位点占用模型评估环境DNA元条形码中水过滤和PCR初始步骤的检测概率

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摘要

Environmental DNA (eDNA) metabarcoding is a recently developed method to assess biodiversity based on a high-throughput parallel DNA sequencing applied to DNA present in the ecosystem. Although eDNA metabarcoding enables a rapid assessment of biodiversity, it is prone to species detection errors that may occur at sequential steps in field sampling, laboratory experiments, and bioinformatics. In this study, we illustrate how the error rates in the eDNA metabarcoding-based species detection can be accounted for by applying the multispecies occupancy modelling framework. We report a case study with the eDNA sample from an aquarium tank in which the detection probabilities of species in the two major steps of eDNA metabarcoding, filtration and PCR, across a range of PCR annealing temperatures, were examined. We also show that the results can be used to examine the efficiency of species detection under a given experimental design and setting, in terms of the efficiency of species detection, highlighting the usefulness of the multispecies site occupancy modelling framework to study the optimum conditions for molecular experiments.
机译:环境DNA(eDNA)元条形码是一种最近开发的评估生物多样性的方法,该方法基于应用于生态系统中DNA的高通量并行DNA测序。尽管eDNA元条形码可以快速评估生物多样性,但它很容易在现场采样,实验室实验和生物信息学的相继步骤中发生物种检测错误。在这项研究中,我们说明了如何通过应用多物种占用建模框架来解决基于eDNA元条形码的物种检测中的错误率。我们报告了一个案例,该案例使用了一个水族馆水族箱中的eDNA样本,其中考察了在整个PCR退火温度范围内eDNA元条形码,过滤和PCR的两个主要步骤中物种的检测概率。我们还表明,该结果可用于检查给定实验设计和设置下的物种检测效率,就物种检测效率而言,突出显示了多物种站点占用模型框架对研究分子的最佳条件的有用性。实验。

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