scholarly journals Applicability of DNA-based identifications for the WFD-guided monitoring using macroinvertebrates: a large-scale DNA metabarcoding study for implementing routine ecological status assessments in Iberian rivers

2021 ◽  
Vol 4 ◽  
Author(s):  
Raquel González ◽  
Juan Antonio Villaescusa ◽  
Antonio Picazo ◽  
Ana M. Pujante ◽  
Antonio Camacho

Over the last decade, remarkable improvements have been made in the field of metabarcoding-based tools for routine ecological status assessments. However, important issues are yet to be solved to fulfil the European Water Framework Directive (WFD) requirements and standards. These limitations, which include problems related to e.g. the lack of a complete COI macroinvertebrate barcode database available for the Iberian Peninsula Murria 2020, or the scarce recovery of specific taxa due to DNA extraction and/or PCR amplification bias, are especially difficult to overcome for routine freshwater macroinvertebrate monitoring. For that purpose, a large-scale study is on going to test how metabarcoding data can infer existing macroinvertebrate morphotaxonomy-based biotic indexes and ecological status of Iberian rivers. Freshwater macroinvertebrates were selected as a Biological Quality Element and identified by using both morphological and metabarcoding approaches. The mitochondrial gene for cytochrome c oxidase subunit I (COI) was used as a DNA Barcode. Taxonomic coverage, taxonomic composition metrics and ecological status obtained from both approaches were analysed. Physical and chemical variables obtained during the routine biomonitoring, as well as other ecological parameters including biodiversity indexes, were also assessed. Multivariate data analysis of these environmental and biotic data obtained from both approaches were compared. Results seem to support the hypothesis Kuntke 2019 that the DNA-metabarcoding approach might deliver similar quality assessments results to the morphological approach, though some refinement must be done at the different steps of the process prior to establish a reliable procedure allowing the alternative use of both methods giving similar results for the ecological status classes marked by the WFD.

2021 ◽  
Vol 4 ◽  
Author(s):  
Valentin Vasselon ◽  
Éva Ács ◽  
Salomé Almeida ◽  
Karl Andree ◽  
Laure Apothéloz-Perret-Gentil ◽  
...  

During the past decade genetic approaches have been developed to monitor biodiversity in aquatic ecosystems. These enable access to taxonomic and genetic information from biological communities using DNA from environmental samples (e.g. water, biofilm, soil) and methods based on high-throughput sequencing technologies, such as DNA metabarcoding. Within the context of the Water Framework Directive (WFD), such approaches could be applied to assess Biological Quality Elements (BQE). These are used as indicators of the ecological status of aquatic ecosystems as part of national monitoring programs of the european network of 110,000 surface water monitoring sites with 79.5% rivers and 11% lake sites (Charles et al. 2020). A high-throughput method has the potential to increase our spatio-temporal monitoring capacity and to accelerate the transfer of information to water managers with the aim to increase protection of aquatic ecosystems. Good progress has been made with developing DNA metabarcoding approaches for benthic diatom assemblages. Technological innovation and protocol optimization have allowed robust taxonomic (species) and genetic (OTU, ESV) information to be obtained from which diatom quality indices can be calculated to infer ecological status to rivers and lakes. Diatom DNA metabarcoding has been successfully applied for biomonitoring at the scale of national river monitoring networks in several countries around the world and can now be considered technically ready for routine application (e.g. Apothéloz-Perret-Gentil et al. 2017, Bailet et al. 2019, Mortágua et al. 2019, Vasselon et al. 2019, Kelly et al. 2020, Pérez-Burillo et al. 2020, Pissaridou et al. 2021). However, protocols and methods used by each laboratory still vary between and within countries, limiting their operational transferability and the ability to compare results. Thus, routine use of DNA metabarcoding for diatom biomonitoring requires standardization of all steps of the metabarcoding procedure, from the sampling to the final ecological status assessment in order to define good practices and standards. Following previous initiatives which resulted in a CEN technical report for biofilm sampling and preservation (CEN 2018), a set of experiments was initiated during the DNAqua-Net WG2 diatom workshop (Cyprus, 2019) to focus on DNA extraction and PCR amplification steps in order to evaluate: i) the transferability and reproducibility of a protocol between different laboratories; ii) the variability introduced by different protocols currently applied by the scientific community. 19 participants from 14 countries performed DNA extraction and PCR amplification in parallel, using i) the same fixed protocol and ii) their own protocol. Experiments were performed by each participant on a set of standardized DNA and biofilm samples (river, lake, mock community). In order to specifically test the variability of DNA extraction and PCR amplification steps, all other steps of the metabarcoding process were fixed and the preparation of the Miseq sequencing was performed by only one laboratory. The variability within and between participants will be evaluated on DNA extracts quantity, taxonomic (genus, species) and genetic richness, community structure comparison and diatom quality index scores (IPS). We will also evaluate the variability introduced by different DNA extraction and PCR amplification protocols on diatom quality index scores and the final ecological status assessment. The results from this collaborative work will not serve to define “one protocol to rule them all”, but will provide valuable information to define guidelines and minimum requirements that should be considered when performing diatom metabarcoding for biomonitoring.


Zoosymposia ◽  
2016 ◽  
Vol 11 ◽  
pp. 135-155 ◽  
Author(s):  
JEAN-LUC GATTOLLIAT ◽  
GILLES VINÇON ◽  
SOFIA WYLER ◽  
JAN PAWLOWSKI ◽  
MICHEL SARTORI

The Swiss Barcode of Life initiative (SwissBOL) aims to inventory the genetic biodiversity in Switzerland using a short DNA sequence. DNA barcoding provides an additional tool for species identification that complements traditional morphological approaches. We report on the establishment of a DNA barcode library for Plecoptera, taxa that are of great importance as bioindicators of water quality and that often present difficulties in species-level identification for larvae and female specimens. Non-destructive DNA extraction, PCR amplification and sequencing of part of the mitochondrial gene Cytochrome Oxidase I (COI) was conducted for 440 individuals (one to eight per species) belonging to 90 species (of the 112 reported from Switzerland). Intra and interspecific distances were calculated and gene trees reconstructed. In most cases, COI was efficient in delimiting stonefly species. Some doubtful specimens were subsequently re-examined and a few misidentifications were found, especially in some problematic groups in the genus Leuctra Stephens, 1836. Larger genetic distances in some species (e.g. Leuctra nigra (Olivier 1811)) indicate the possible presence of sibling species, while in a few cases closely related species are genetically difficult to separate (within the Leuctra fusca species group).


2017 ◽  
Author(s):  
Vasco Elbrecht ◽  
Edith Vamos ◽  
Kristian Meissner ◽  
Jukka Aroviita ◽  
Florian Leese

1) DNA metabarcoding holds great promise for the assessment of macroinvertebrates in stream ecosystems. However, few large-scale studies have compared the performance of DNA metabarcoding with that of routine morphological identification. 2) We performed metabarcoding using four primer sets on macroinvertebrate samples from 18 stream sites across Finland. The samples were collected in 2013 and identified based on morphology as part of a Finnish stream monitoring program. Specimens were morphologically classified, following standardised protocols, to the lowest taxonomic level for which identification was feasible in the routine national monitoring. 3) DNA metabarcoding identified more than twice the number of taxa than the morphology-based protocol, and also yielded a higher taxonomic resolution. For each sample, we detected more taxa by metabarcoding than by the morphological method, and all four primer sets exhibited comparably good performance. Sequence read abundance and the number of specimens per taxon (a proxy for biomass) were significantly correlated in each sample, although the adjusted R2 were low. With a few exceptions, the ecological status assessment metrics calculated from morphological and DNA metabarcoding datasets were similar. Given the recent reduction in sequencing costs, metabarcoding is currently approximately as expensive as morphology-based identification. 4) Using samples obtained in the field, we demonstrated that DNA metabarcoding can achieve comparable assessment results to current protocols relying on morphological identification. Thus, metabarcoding represents a feasible and reliable method to identify macroinvertebrates in stream bioassessment, and offers powerful advantage over morphological identification in providing identification for taxonomic groups that are unfeasible to identify in routine protocols. To unlock the full potential of DNA metabarcoding for ecosystem assessment, however, it will be necessary to address key problems with current laboratory protocols and reference databases.


2017 ◽  
Author(s):  
Vasco Elbrecht ◽  
Edith Vamos ◽  
Kristian Meissner ◽  
Jukka Aroviita ◽  
Florian Leese

1) DNA metabarcoding holds great promise for assessment of stream ecosystems with macroinvertebrates. However, few large-scale studies have compared the performance of DNA metabarcoding with that of routine morphological identification. 2) We tested metabarcoding using 18 macroinvertebrate samples from Finland using four primer sets. The samples were collected in 2013 and identified based on morphology as part of a Finnish stream monitoring program. Morphological identification was performed to the taxonomic level at which identification was reliable following standardized protocols. 3) We identified over twice the number of taxa, with greater species-level resolution, using DNA metabarcoding than morphology-based identification. For each sample, we detected more taxa by metabarcoding than by previous morphological methods, and all four primer sets showed similarly good performance. There was a significant linear correlation between sequence abundance and the number of taxa in each sample, but the scatter was up to two orders of magnitude. Ecological status assessment indices calculated from morphological and DNA metabarcoding datasets were mostly similar, with a few exceptions. With the recent drop in sequencing costs per sample, both methods identification are currently equally expensive. 4) We used actual samples for monitoring to demonstrate that DNA metabarcoding can achieve similar results and better taxonomic resolution than current morphological identification methods. Metabarcoding has thus already become a viable and reliable invertebrate identification method for stream assessment. However, to unlock the full potential of DNA metabarcoding for ecosystem assessment key problems in current laboratory protocols and reference databases, specified in this work, will require further attention.


Author(s):  
Vasco Elbrecht ◽  
Edith Vamos ◽  
Kristian Meissner ◽  
Jukka Aroviita ◽  
Florian Leese

1) DNA metabarcoding holds great promise for the assessment of macroinvertebrates in stream ecosystems. However, few large-scale studies have compared the performance of DNA metabarcoding with that of routine morphological identification. 2) We performed metabarcoding using four primer sets on macroinvertebrate samples from 18 stream sites across Finland. The samples were collected in 2013 and identified based on morphology as part of a Finnish stream monitoring program. Specimens were morphologically classified, following standardised protocols, to the lowest taxonomic level for which identification was feasible in the routine national monitoring. 3) DNA metabarcoding identified more than twice the number of taxa than the morphology-based protocol, and also yielded a higher taxonomic resolution. For each sample, we detected more taxa by metabarcoding than by the morphological method, and all four primer sets exhibited comparably good performance. Sequence read abundance and the number of specimens per taxon (a proxy for biomass) were significantly correlated in each sample, although the adjusted R2 were low. With a few exceptions, the ecological status assessment metrics calculated from morphological and DNA metabarcoding datasets were similar. Given the recent reduction in sequencing costs, metabarcoding is currently approximately as expensive as morphology-based identification. 4) Using samples obtained in the field, we demonstrated that DNA metabarcoding can achieve comparable assessment results to current protocols relying on morphological identification. Thus, metabarcoding represents a feasible and reliable method to identify macroinvertebrates in stream bioassessment, and offers powerful advantage over morphological identification in providing identification for taxonomic groups that are unfeasible to identify in routine protocols. To unlock the full potential of DNA metabarcoding for ecosystem assessment, however, it will be necessary to address key problems with current laboratory protocols and reference databases.


2017 ◽  
Author(s):  
Vasco Elbrecht ◽  
Edith Vamos ◽  
Kristian Meissner ◽  
Jukka Aroviita ◽  
Florian Leese

1) DNA metabarcoding holds great promise for the assessment of macroinvertebrates in stream ecosystems. However, few large-scale studies have compared the performance of DNA metabarcoding with that of routine morphological identification. 2) We performed metabarcoding using four primer sets on macroinvertebrate samples from 18 stream sites across Finland. The samples were collected in 2013 and identified based on morphology as part of a Finnish stream monitoring program. Specimens were morphologically classified, following standardized protocols, to the lowest taxonomic level for which identification was feasible in the routine national monitoring. 3) DNA metabarcoding identified more than twice the number of taxa than the morphology-based protocol, and also yielded higher taxonomic resolution. For each sample, we detected more taxa by metabarcoding than by the morphological method, and all four primer sets exhibited comparably good performance. Sequence read abundance and the number of specimens per taxon (proxy for biomass) were significantly correlated in each sample, although adjusted R2 were low. With a few exceptions, the ecological status assessment metrics calculated from morphological and DNA metabarcoding datasets were similar. Given the recent reduction in sequencing costs, metabarcoding is currently approximately equal priced per sample to morphology-based identification. 4) Using samples obtained in the field, we demonstrated that DNA metabarcoding can achieve similar assessment results as those of current protocols for morphological identification. Thus, metabarcoding represents a feasible and reliable method to identify macroinvertebrates in stream bioassessment, and offers powerful advantage over morphological identification in providing identification for taxonomic groups that are unfeasible to identify in routine protocols. To unlock the full potential of DNA metabarcoding for ecosystem assessment, however, it will be necessary to address key problems with current laboratory protocols and reference databases.


2021 ◽  
Vol 4 ◽  
Author(s):  
Alexander Weigand

With the 4th Joint Danube Survey in 2019 (JDS4), for the first time, DNA- and environmental DNA-based approaches were integrated into the program of the JDS, focussing on the three biological quality elements of fish, macrozoobenthos and phytobenthos, and additionally on the sediment community (Liska et al. 2021, Weigand and Astrin 2021). The rationals for including (e)DNA-based tools into the survey's program were that i) many hard-to-identify organism groups can be assessed down to their species level, ii) taxonomic information can be unlocked even in cases where morphotaxonomic knowledge and expertise are limited, iii) all developmental stages, cryptic species and indeterminable sexes can be potentially identified, iv) taxalists relying on sequence-based information are reproducible and comparable in space and time (aspects, which are particularly important for a longitudinal survey involving many countries), and, v) this additional line of taxonomic evidence will help to draw a more precise and comprehensive picture of the Danubian biota. The target groups were assessed using group-specific (e)DNA-based metabarcoding approaches (for fish: Pont et al. 2021; macrozoobenthos: Beermann et al. 2021; phytobenthos: Zimmermann et al. 2021; sediment community: Cordier et al. 2021). The coverage of barcode libraries for Danubian biota were checked prior to conducting the metabarcoding approaches. Coverage values based on JDS3 outcomes were >90% for fish (12S, but depending on reference database), 84% for macrozoobenthos (COI) and 69% and 88% for all, respectively, only abundant phytobenthos species (18S + rbcL), so that (e)DNA-based approaches were expected to be implemented effectively from this perspective (Weigand and Astrin 2021). Although still a certain degree of methodological variation exists, the outcomes clearly demonstrate the huge potential of (e)DNA-based approaches for complementary biodiversity and ecological status class assessments: eDNA water analysis of fish revealed most of the taxa also detected by the traditional fish survey, but was particularly effective in detecting hard-to-capture benthic taxa (including endangered sturgeon species) and fish traces originating from waste water treatment plants (Pont et al. 2021). Many of the traditionally assigned macrozoobenthos species were detected by DNA metabarcoding as well, but sequence data allowed to add a plethora of new chironomid and oligochaete species to the taxalist. Molecular ecological status class assessments based on presence-absence values of macrozoobenthos species were largely congruent to traditional abundance or presence-absence-based outcomes (Beermann et al. 2021, Weigand 2021). Although traditional light microscopy, which is based on identifying phytobenthos species by their frostules, revealed a higher number of diatom species, the molecular assessment detected much more taxa (i.e. MOTUs), which await species-level taxonomic annotation in the future (Zimmermann et al. 2021). Metabarcoding of the sediment community was particularly effective to assess meiofaunal species and allowed the molecular inference of fine sediment quality based on local community structures of vulnerable nematode species (Cordier et al. 2021). Finally, all (e)DNA-based taxalists were compiled to inform invasive alien species detection in the Danube River Basin. However, despite their promising performance and large coherence with traditional outcomes during JDS4, the full potential of (e)DNA-based approaches in the context of larger environmental surveys might be further released by developing and curating catchment-specific DNA barcode reference libraries, focussing on a small(er) set of standardized (e)DNA-based approaches, integrating genetic diversity (and spatiotemporal changes thereof) in ecological status class assessments, installing a dense, large-scale environmental DNA-based screening, based on which traditional surveys can be performed at conspicuous sites, and, educating and training national authorities in state-of-the-art molecular tools. developing and curating catchment-specific DNA barcode reference libraries, focussing on a small(er) set of standardized (e)DNA-based approaches, integrating genetic diversity (and spatiotemporal changes thereof) in ecological status class assessments, installing a dense, large-scale environmental DNA-based screening, based on which traditional surveys can be performed at conspicuous sites, and, educating and training national authorities in state-of-the-art molecular tools. Already today, (e)DNA-based methods can be seen as an effective and complementary tool to provide consolidated results for biodiversity and ecological status class assessments in a highly integrative and international setup, as pursued during JDS4.


2021 ◽  
Author(s):  
Russell Adams ◽  
Donnacha Doody

<p>Northern Ireland has been somewhat overlooked in terms of water quality modelling in the past. Many of its catchments have consistently failed to meet Water Framework Directive targets especially due to high levels of dissolved nutrients and poor ecological status. A catchment based modelling study to address this issue has not been undertaken here previously and the approach described here uses two water quality models to achieve this aim. The objectives of the modelling were firstly to identify the total load reductions (in terms of Phosphorus (P)) required to reduce in-stream loadings sufficiently for concentrations of soluble reactive P (SRP) to be reduced to achieve the WFD “Good” status levels, and secondly to split these loadings into diffuse and point components. The third objective was to identify the most likely flow pathways for the transport of the diffuse component of P to the watercourses particularly for the agricultural (mostly intensive grassland farming) land use which dominates in almost all NI catchments.</p><p>The first model applied is the Source Load Apportionment Model (SLAM) developed by the Irish EPA. This model provides a large-scale assessment of the point and diffuse load components across catchments where multiple pressures are occurring. The second model us the Catchment Runoff Flux Assessment Tool (CRAFT) which is able to back-calculate nutrient loads associated with three major flow pathways. SLAM is a static model which uses averaged loadings from diffuse agriculture and non-agricultural land uses, and point sources (where information can be obtained from various sources) to calculate N and P exports. For P, the agricultural diffuse load component uses an enhanced version of the export coefficient approach based on combining the sources of P from applied nutrients (slurry and fertiliser) and soil P. A modelling tool allows the user to evaluate load reduction scenarios where one or several components of P (both point and diffuse) are adjusted downwards to achieve the catchment’s required load reduction. The CRAFT model works on a dynamic (daily) modelling scale and has simulated sub-catchments where the SLAM model has identified the need for significant load reductions. It identifies the different reductions (P export) that are required for each flow pathway, which will then inform on the type of additional measures (e.g. sediment traps, riparian buffer strips and wetlands) that may also be required.</p><p>The initial aim of this study is to complete a pilot application to the trans-border (UK and ROI) Blackwater catchment (1360 km<sup>2</sup>). Through a review of alternative modelling options for the whole area of NI, an assessment of whether this approach is suitable for application to the entire territory can be made.</p>


Zootaxa ◽  
2020 ◽  
Vol 4803 (3) ◽  
pp. 561-575
Author(s):  
ADRIAN ARDILA-CAMACHO ◽  
CALEB CALIFRE MARTINS ◽  
JORGE ARI NORIEGA

Isostenosmylus Krüger, 1913 is the richest genus of Osmylidae of the Neotropical region, with 17 described species so far, which are distributed mainly in the Andean region and in the South of Brazil and Paraguay. A new remarkable Colombian species of Isostenosmylus—I. ammirabilis sp. nov.—is herein described and illustrated. DNA barcode of mitochondrial gene cytochrome c oxidase subunit I (COI) for this species is also provided. Taxonomic keys for the genus are updated. 


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