Beentjes Kevin K, Speksnijder Arjen G C L, Schilthuizen Menno, Hoogeveen Marten, van der Hoorn Berry B
Naturalis Biodiversity Center, Leiden, The Netherlands.
Institute of Biology Leiden, Leiden University, Leiden, The Netherlands.
PeerJ. 2019 Jul 26;7:e7335. doi: 10.7717/peerj.7335. eCollection 2019.
The heterogeneous nature of environmental DNA (eDNA) and its effects on species detection and community composition estimates has been highlighted in several studies in the past decades. Mostly in the context of spatial distribution over large areas, in fewer occasions looking at spatial distribution within a single body of water. Temporal variation of eDNA, similarly, has mostly been studied as seasonality, observing changes over large periods of time, and often only for small groups of organisms such as fish and amphibians.
We analyzed and compared small-scale spatial and temporal variation by sampling eDNA from two small, isolated dune lakes for 20 consecutive weeks. Metabarcoding was performed on the samples using generic COI primers. Molecular operational taxonomic unit (MOTUs) were used to assess dissimilarities between spatial and temporal replicates.
Our results show large differences between samples taken within one lake at one point in time, but also expose the large differences between temporal replicates, even those taken only 1 week apart. Furthermore, between-site dissimilarities showed a linear correlation with time frame, indicating that between-site differences will be inflated when samples are taken over a period of time. We also assessed the effects of PCR replicates and processing strategies on general patterns of dissimilarity between samples. While more inclusive PCR replicate strategies lead to higher richness estimations, dissimilarity patterns between samples did not significantly change.
We conclude that the dissimilarity of temporal replicates at a 1 week interval is comparable to that of spatial replicate samples. It increases, however, for larger time intervals, which suggests that population turnover effects can be stronger than community heterogeneity. Spatial replicates alone may not be enough for optimal recovery of taxonomic diversity, and cross-comparisons of different locations are susceptible to inflated dissimilarities when performed over larger time intervals. Many of the observed MOTUs could be classified as either phyto- or zooplankton, two groups that have gained traction in recent years as potential novel bio-indicator species. Our results, however, indicate that these groups might be susceptible to large community shifts in relatively short periods of time, highlighting the need to take temporal variations into consideration when assessing their usability as water quality indicators.
在过去几十年的多项研究中,环境DNA(eDNA)的异质性及其对物种检测和群落组成估计的影响已得到强调。大多是在大面积空间分布的背景下,较少关注单一水体内部的空间分布。同样,eDNA的时间变化大多作为季节性进行研究,观察长时间内的变化,且通常仅针对鱼类和两栖动物等少数生物群体。
我们通过连续20周从两个小型孤立沙丘湖采集eDNA样本,分析并比较了小规模的空间和时间变化。使用通用COI引物对样本进行元条形码分析。分子操作分类单元(MOTUs)用于评估空间和时间重复样本之间的差异。
我们的结果显示,在某一时刻从一个湖泊采集的样本之间存在很大差异,但也揭示了时间重复样本之间的巨大差异,即使是仅相隔1周采集的样本。此外,位点间差异与时间框架呈线性相关,这表明当在一段时间内采集样本时,位点间差异会被夸大。我们还评估了PCR重复和处理策略对样本间差异总体模式的影响。虽然更具包容性的PCR重复策略会导致更高的丰富度估计,但样本间的差异模式并未显著改变。
我们得出结论,间隔1周的时间重复样本的差异与空间重复样本的差异相当。然而,对于更大的时间间隔,差异会增加,这表明种群更替效应可能比群落异质性更强。仅靠空间重复可能不足以最佳地恢复分类多样性,并且当在更大的时间间隔内进行不同地点的交叉比较时,易出现夸大的差异。许多观察到的MOTUs可归类为浮游植物或浮游动物,这两类群体近年来作为潜在的新型生物指示物种受到关注。然而,我们的结果表明,这些群体可能在相对较短的时间内易受群落的大幅变化影响,这突出了在评估它们作为水质指标的可用性时考虑时间变化的必要性。