Navigating Methodological Trade-Offs in eDNA Metabarcoding Biodiversity Monitoring: Insights From a Mediterranean Watershed.

IF 5.5 1区 生物学 Q1 BIOCHEMISTRY & MOLECULAR BIOLOGY
Joana Veríssimo, Manuel Lopes-Lima, Fábio Amaral, Cátia Chaves, Vasco Fernandes, Mutaleni Kemanja, Amílcar Teixeira, Filipa M S Martins, Pedro Beja
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引用次数: 0

Abstract

Environmental DNA (eDNA) metabarcoding technologies promise significant advances in biodiversity monitoring, yet their application requires extensive optimisation and standardisation. Recent research demonstrated that increased sampling and analytical efforts are needed to improve biodiversity estimates, though fully optimising study designs is often hindered by resource constraints. Consequently, researchers must carefully navigate methodological trade-offs to design effective eDNA metabarcoding monitoring studies. We conducted a water eDNA survey of vertebrates in a Mediterranean watershed to identify key methodological factors influencing species richness and composition estimates. We examined the impacts of using high- versus low-capacity filtration capsules, varying levels of biological and technical replication, and the pooling of PCR replicates before indexing. The primary sources of variation identified were capsule filtration capacity and site replication across the watershed. While biological replication within sites and PCR replication also improved biodiversity estimates, their effects were comparatively smaller. Pooling PCR replicates before indexing performed more poorly than analysing them independently. Methodological impacts were stronger on terrestrial than on aquatic species. Based on these results, we recommend that priority should be given to high-capacity filtration and sampling across multiple sites. Site-level replication deserves lower priority, especially when filtering large water volumes. PCR replication is crucial for detecting rare species but should be balanced with increased site sampling and eventually site-level replication. Avoiding the pooling of PCR replicates is important to enhance sensitivity for rare species. Overall, we stress the importance of balancing methodological choices with resource constraints and monitoring goals, and we emphasise the need for research assessing methodological trade-offs in different study systems.

eDNA元条形码生物多样性监测中的导航方法权衡:来自地中海流域的见解。
环境DNA (eDNA)元条形码技术有望在生物多样性监测方面取得重大进展,但其应用需要广泛的优化和标准化。最近的研究表明,需要增加采样和分析工作来改进生物多样性估计,尽管充分优化研究设计经常受到资源限制的阻碍。因此,研究人员必须谨慎地在方法上进行权衡,以设计有效的eDNA元条形码监测研究。我们对地中海流域的脊椎动物进行了水中eDNA调查,以确定影响物种丰富度和组成估算的关键方法学因素。我们检查了使用高容量和低容量过滤胶囊的影响,不同水平的生物和技术复制,以及在索引前聚合PCR复制的影响。变异的主要来源是胶囊过滤能力和跨流域的站点复制。虽然站点内的生物复制和PCR复制也改善了生物多样性的估计,但它们的影响相对较小。在索引前聚合PCR重复比独立分析更差。方法上对陆生物种的影响大于对水生物种的影响。基于这些结果,我们建议优先考虑跨多个站点的高容量过滤和采样。站点级复制的优先级较低,特别是在过滤大量水时。PCR复制对检测稀有物种至关重要,但应与增加的现场采样和最终的现场水平复制相平衡。避免聚合聚合酶链反应重复对提高对稀有物种的敏感性具有重要意义。总的来说,我们强调平衡方法选择与资源限制和监测目标的重要性,我们强调研究评估不同研究系统中方法权衡的必要性。
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来源期刊
Molecular Ecology Resources
Molecular Ecology Resources 生物-进化生物学
CiteScore
15.60
自引率
5.20%
发文量
170
审稿时长
3 months
期刊介绍: Molecular Ecology Resources promotes the creation of comprehensive resources for the scientific community, encompassing computer programs, statistical and molecular advancements, and a diverse array of molecular tools. Serving as a conduit for disseminating these resources, the journal targets a broad audience of researchers in the fields of evolution, ecology, and conservation. Articles in Molecular Ecology Resources are crafted to support investigations tackling significant questions within these disciplines. In addition to original resource articles, Molecular Ecology Resources features Reviews, Opinions, and Comments relevant to the field. The journal also periodically releases Special Issues focusing on resource development within specific areas.
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