ArticleMethods in ecology and evolution2023
Optimizing insect metabarcoding using replicated mock communities.
Article in Methods in ecology and evolution, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 18 papers.
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Who cites it
18 citing papers in PubMed.
- Archaeoentomological SedaDNA from two French gallo-roman wells reveals the presence of arthropods not identified by sclerotized remains.Scientific reports · 2026Article
- Accuracy of occurrence and abundance estimates from insect metabarcoding.bioRxiv : the preprint server for biology · 2026Article
- A New Unsupervised Machine Learning Method for Metabarcoding Analysis Based on Selected Mock Community Data.Computational and structural biotechnology journal · 2026Article
- The use of environmental RNA for inferring fish spawning behavior.Scientific reports · 2025Article
- EntoSieve: Automated Size-Sorting of Insect Bulk Samples to Aid Accurate Megabarcoding and Metabarcoding.Molecular ecology resources · 2025Article
- Evaluation of Oxford Nanopore Technologies MinION Sequencer as a Novel Short Amplicon Metabarcoding Tool Using Arthropod Mock Sample and Irish Bat Diet Characterisation.Ecology and evolution · 2025Article
- The clockwork of insect activity: Advancing ecological understanding through automation.The Journal of animal ecology · 2025Article
- Maximizing Identification Precision of Hymenoptera and Brachycera (Diptera) With a Non-Destructive DNA Metabarcoding Approach.Ecology and evolution · 2025Article
- Upscaling biodiversity monitoring: Metabarcoding estimates 31,846 insect species from Malaise traps across Germany.Molecular ecology resources · 2025Article
- With a little help from my friends: the roles of microbial symbionts in insect populations and communities.Philosophical transactions of the Royal Society of London. Series B, Biological sciences · 2024Review
- Towards holistic insect monitoring: species discovery, description, identification and traits for all insects.Philosophical transactions of the Royal Society of London. Series B, Biological sciences · 2024Review
- Three steps towards comparability and standardization among molecular methods for characterizing insect communities.Philosophical transactions of the Royal Society of London. Series B, Biological sciences · 2024Article
- Implementing high-throughput insect barcoding in microbiome studies: impact of non-destructive DNA extraction on microbiome reconstruction.bioRxiv : the preprint server for biology · 2024Article
- Article
- Mock community experiments can inform on the reliability of eDNA metabarcoding data: a case study on marine phytoplankton.Scientific reports · 2023Article
- Extracting abundance information from DNA-based data.Molecular ecology resources · 2023Review
- FAVIS: Fast and versatile protocol for non-destructive metabarcoding of bulk insect samples.PloS one · 2023Article
- Repeated subsamples during DNA extraction reveal increased diversity estimates in DNA metabarcoding of Malaise traps.Ecology and evolution · 2022Article
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11 authors.
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Abstract
1: Metabarcoding (high-throughput sequencing of marker gene amplicons) has emerged as a promising and cost-effective method for characterizing insect community samples. Yet, the methodology varies greatly among studies and its performance has not been systematically evaluated to date. In particular, it is unclear how accurately metabarcoding can resolve species communities in terms of presence-absence, abundances, and biomass. 2: Here we use mock community experiments and a simple probabilistic model to evaluate the effect of different DNA extraction protocols on metabarcoding performance. Specifically, we ask four questions: (Q1) How consistent are the recovered community profiles across replicate mock communities?; (Q2) How does the choice of lysis buffer affect the recovery of the original community?; (Q3) How are community estimates affected by differing lysis times and homogenization?; and (Q4) Is it possible to obtain adequate species abundance estimates through the use of biological spike-ins? 3: We show that estimates are quite variable across community replicates. In general, a mild lysis protocol is better at reconstructing species lists and approximate counts, while homogenization is better at retrieving biomass composition. Small insects are more likely to be detected in lysates, while some tough species require homogenization to be detected. Results are less consistent across biological replicates for lysates than for homogenates. Some species are associated with strong PCR amplification bias, which complicates the reconstruction of species counts. Yet, with adequate spike-in data, species abundance can be determined with roughly 40% standard error for homogenates, and with roughly 50% standard error for lysates, under ideal conditions. In the latter case, however, this often requires species-specific reference data, while spike-in data generalizes better across species for homogenates. 4: We conclude that a non-destructive, mild lysis approach shows the highest promise for presence/absence description of the community, while also allowing future morphological or molecular work on the material. However, homogenization protocols perform better for characterizing community composition, in particular in terms of biomass.
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