Towards a Standardized Operating Procedure for eDNA-Based Biomonitoring in Coastal Marine Salmon Aquaculture

Q1 Agricultural and Biological Sciences
Mahshid Oladi, Thomas A. Wilding, Adam Wyness, Thorsten Stoeck
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Abstract

The marine aquaculture industry and regulators are in the process of implementing environmental DNA (eDNA) metabarcoding of microbial communities for compliance monitoring. This requires standardization of sampling, laboratory, and data analysis protocols. Towards this goal, we in this study completed two further milestones using samples collected from two Scottish salmon farms: (i) We tested the effect of using two different PCR protocols (i.e., different DNA polymerases, master mixes, and annealing temperatures), which are frequently being used in eDNA biomonitoring of aquaculture installations, for the amplification of the taxonomic marker gene (V3-V4 hypervariable region of the bacterial 16S rRNA gene). (ii) We quantified sampling background noise obtained from eDNA samples and statistically compared results with the sampling bias observed in macrofaunal samples from the same source sediments. We detected differences in bacterial community structures resulting from the performance of different PCR protocols, profoundly influencing the interpretation of biomonitoring results. Furthermore, we found that sampling-induced errors for eDNA samples were similar to errors for macrofaunal samples collected according to compliance monitoring protocol (~25% variability in both cases). Finally, we showed that within-grab variances of microbial community structures were in the same order of magnitude (less than 10× difference in all cases) as the one obtained from replicate grabs collected from the same locale (impact category). Based on our findings, we suggest using a consistent PCR protocol for biomonitoring efforts to improve the comparability of results, especially when different service providers are conducting the biomonitoring. We propose a sampling scheme to be considered in eDNA biomonitoring that includes taking three replicate grabs at each locale, with one replicate sample from each grab. This minimizes sampling-induced errors and makes upcoming eDNA-based monitoring results comparable with previous compliance monitoring results obtained from macrofaunal data.

Abstract Image

实现沿海海水鲑鱼养殖中基于 eDNA 的生物监测标准化操作程序
海洋水产养殖业和监管机构正在对微生物群落实施环境 DNA (eDNA) 代谢编码,以进行合规性监测。这需要采样、实验室和数据分析协议的标准化。为实现这一目标,我们在本研究中利用从苏格兰两个鲑鱼养殖场采集的样本完成了两个新的里程碑:(i) 我们测试了使用两种不同的 PCR 方案(即不同的 DNA 聚合酶、混合母液和退火温度)扩增分类标记基因(细菌 16S rRNA 基因的 V3-V4 超变区)的效果,这两种方案在水产养殖设施的 eDNA 生物监测中经常使用。(ii) 我们对从 eDNA 样品中获得的取样背景噪声进行了量化,并将结果与从同一源沉积物中观察到的大型底栖动物样本的取样偏差进行了统计比较。我们发现不同 PCR 方案的性能会导致细菌群落结构的差异,从而对生物监测结果的解释产生深远影响。此外,我们还发现,eDNA 样品的取样误差与根据合规性监测方案采集的大型底栖动物样本的误差相似(两者的变异率均为 25%)。最后,我们还发现,采集点内微生物群落结构的差异与从同一地点(影响类别)采集的重复采集点获得的差异处于同一数量级(在所有情况下差异均小于 10 倍)。根据我们的研究结果,我们建议在生物监测工作中使用一致的 PCR 方案,以提高结果的可比性,尤其是在不同的服务提供商进行生物监测时。我们建议在 eDNA 生物监测中考虑一种采样方案,包括在每个地点重复采集三次,每次采集一个样本。这样可以最大限度地减少取样引起的误差,并使即将进行的基于 eDNA 的监测结果与以前从大型底栖生物数据中获得的合规性监测结果具有可比性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
Environmental DNA
Environmental DNA Agricultural and Biological Sciences-Ecology, Evolution, Behavior and Systematics
CiteScore
11.00
自引率
0.00%
发文量
99
审稿时长
16 weeks
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