Morphological vs. DNA metabarcoding approaches for the evaluation of stream ecological status with benthic invertebrates: Testing different combinations of markers and strategies of data filtering

生物监测 生物指示剂 生物 溪流 分类单元 无脊椎动物 鉴定(生物学) 环境DNA DNA条形码 生态学 分类 生物指数 生物多样性 计算机科学 算法 计算机网络
作者
Amélie Meyer,Frédéric Boyer,Alice Valentini,Aurélie Bonin,Gentile Francesco Ficetola,Jean‐Nicolas Beisel,Jonathan Bouquerel,Philippe Wagner,Coline Gaboriaud,Florian Leese,Tony Déjean,Pierre Taberlet,Philippe Usseglio‐Polatera
出处
期刊:Molecular Ecology [Wiley]
卷期号:30 (13): 3203-3220 被引量:32
标识
DOI:10.1111/mec.15723
摘要

Abstract Macroinvertebrate assemblages are the most common bioindicators used for stream biomonitoring, yet the standard approach exhibits several time‐consuming steps, including the sorting and identification of organisms based on morphological criteria. In this study, we examined if DNA metabarcoding could be used as an efficient molecular‐based alternative to the morphology‐based monitoring of streams using macroinvertebrates. We compared results achieved with the standard morphological identification of organisms sampled in 18 sites located on 15 French wadeable streams to results obtained with the DNA metabarcoding identification of sorted bulk material of the same macroinvertebrate samples, using read numbers (expressed as relative frequencies) as a proxy for abundances. In particular, we evaluated how combining and filtering metabarcoding data obtained from three different markers (COI: BF1‐BR2, 18S: Euka02 and 16S: Inse01) could improve the efficiency of bioassessment. In total, 140 taxa were identified based on morphological criteria, and 127 were identified based on DNA metabarcoding using the three markers, with an overlap of 99 taxa. The threshold values used for sequence filtering based on the “best identity” criterion and the number of reads had an effect on the assessment efficiency of data obtained with each marker. Compared to single marker results, combining data from different markers allowed us to improve the match between biotic index values obtained with the bulk DNA versus morphology‐based approaches. Both approaches assigned the same ecological quality class to a majority (86%) of the site sampling events, highlighting both the efficiency of metabarcoding as a biomonitoring tool but also the need for further research to improve this efficiency.
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