ArticlePloS one2015
Can DNA-Based Ecosystem Assessments Quantify Species Abundance? Testing Primer Bias and Biomass--Sequence Relationships with an Innovative Metabarcoding Protocol.
Article in PloS one, 2015. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 198 papers, 1 of them a synthesis that pooled it.
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Who cites it
198 citing papers in PubMed, 1 synthesis or guideline pooled it.
- How quantitative is metabarcoding: A meta-analytical approach.Molecular ecology · 2019Pooled it
- Biodiversity isn't measured in tons: Making sense of nature in the context of sustainable agriculture.Ecological applications : a publication of the Ecological Society of America · 2026Review
- Getting to the Core of the Matter-Assessing the Role of Replication in Metabarcoding-Based sedaDNA.Molecular ecology resources · 2026Article
- Mitogenome-Informed Metabarcoding for Non-Invasive Identification of Sympatric Flamingos in Northern Chile.Biology · 2026Article
- Spatial Complexity and Rare-Taxon Turnover Structures Benthic Coral Reef eDNA Communities.Molecular ecology · 2026Article
- Semi-Quantitative Monitoring of Plant-Arthropod Interactions by eDNA Metabarcoding of Individual Flowers and Leaves.Ecology and evolution · 2026Article
- Predictors and consequences of diet composition in a declining generalist aerial insectivore.Oecologia · 2026Article
- Cities at Sea: Coastal Urbanization Generates Local Biodiversity Hotspots but Homogenizes Marine Fish Communities Regionally.Global change biology · 2026Article
- Response of Benthic Foraminifera to Cadmium Pollution Assessed via Morphological and Metabarcoding Analyses.Microorganisms · 2026Article
- Assessing the temporal dynamics of airborne insect communities through DNA metabarcoding of aerial trap catches.Scientific reports · 2026Article
- Fine-Scale Ecological Biomonitoring in a Large, Complex Agriculturally Impacted Watershed via eDNA Metabarcoding.Molecular ecology · 2026Article
- A Scalable and Cost-Effective In-Line Barcoding Strategy for Standardized 16S rRNA Gene Amplicon Sequencing: Performance Evaluation and Bias Assessment.Molecular ecology resources · 2026Article
- Evaluating the Molecular Potential and Interpretability of DNA in Historical Spirit Collection Media.Molecular ecology resources · 2026Article
- Accuracy of occurrence and abundance estimates from insect metabarcoding.bioRxiv : the preprint server for biology · 2026Article
- Estimating Organism Abundance Using Within-Sample Haplotype Frequencies of eDNA Data.Molecular ecology resources · 2026Article
- Converting relative amplicon abundances to absolute abundances via flow cytometry: metagenomic validation and application to long ocean transects.ISME communications · 2026Article
- The molecular revolution in fungal diagnostics: bridging gaps across clinical, agricultural, and environmental mycology.Mycology · 2026Review
- Assessing fish diversity in the Amazon: The impact of primers and reference libraries in eDNA surveys.PloS one · 2026Article
- Dietary DNA Metabarcoding From Animal Fecal Samples.Current protocols · 2026Article
- Article
138 more citing papers are in PubMed but not listed here.
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2 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Metabarcoding is an emerging genetic tool to rapidly assess biodiversity in ecosystems. It involves high-throughput sequencing of a standard gene from an environmental sample and comparison to a reference database. However, no consensus has emerged regarding laboratory pipelines to screen species diversity and infer species abundances from environmental samples. In particular, the effect of primer bias and the detection limit for specimens with a low biomass has not been systematically examined, when processing samples in bulk. We developed and tested a DNA metabarcoding protocol that utilises the standard cytochrome c oxidase subunit I (COI) barcoding fragment to detect freshwater macroinvertebrate taxa. DNA was extracted in bulk, amplified in a single PCR step, and purified, and the libraries were directly sequenced in two independent MiSeq runs (300-bp paired-end reads). Specifically, we assessed the influence of specimen biomass on sequence read abundance by sequencing 31 specimens of a stonefly species with known haplotypes spanning three orders of magnitude in biomass (experiment I). Then, we tested the recovery of 52 different freshwater invertebrate taxa of similar biomass using the same standard barcoding primers (experiment II). Each experiment was replicated ten times to maximise statistical power. The results of both experiments were consistent across replicates. We found a distinct positive correlation between species biomass and resulting numbers of MiSeq reads. Furthermore, we reliably recovered 83% of the 52 taxa used to test primer bias. However, sequence abundance varied by four orders of magnitudes between taxa despite the use of similar amounts of biomass. Our metabarcoding approach yielded reliable results for high-throughput assessments. However, the results indicated that primer efficiency is highly species-specific, which would prevent straightforward assessments of species abundance and biomass in a sample. Thus, PCR-based metabarcoding assessments of biodiversity should rely on presence-absence metrics.
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