ArticleBMC biology2021
ONTbarcoder and MinION barcodes aid biodiversity discovery and identification by everyone, for everyone.
Article in BMC biology, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 89 papers.
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Who cites it
89 citing papers in PubMed.
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- From two putative inquilines to one definitive parasitoid: clarifying feeding ecology and species limits in NearcticAnnals of the Entomological Society of America · 2026Article
- Beyond conventional pollinators: advancing diversity assessments of neglected insect taxa.Annals of the Entomological Society of America · 2026Article
- Integrating Megabarcoding and Metabarcoding to Unlock Diversity and Distribution Data Shortfalls in Dark Taxa.Molecular ecology resources · 2026Article
- Phylogenetic Authentication of Amplicon Sequence Variants in Single-Specimen Metabarcoding of Tropical Insects.Molecular ecology resources · 2026Article
- Chewing Lice From the Wings of Migrating Shorebirds: Diversity, Host Specificity, and Associations With Host Body Condition.Ecology and evolution · 2026Article
- Urban Filter vs. Natural Refuge: Divergent Diptera Community Assembly Mechanisms-Evidence from Beijing, China.Biology · 2026Article
- Using miniaturized laboratory equipment and DNA barcoding to improve conservation genetics training and identify illegally traded species.Conservation biology : the journal of the Society for Conservation Biology · 2026Article
- Habitat preferences and genetic diversity of the amphipod Gammarus roeselii across the Eastern Alps and western Pannonian Basin.Scientific reports · 2026Article
- Balancing Barcoding and Genomics: gDNA Quality in Insect Vouchers After HotSHOT DNA Extraction.Molecular ecology resources · 2026Article
- Nutrient enrichment and connectivity jointly shape bacterioplankton taxonomic and functional diversity.FEMS microbiology letters · 2026Article
- Repeated Independent Formation of Triploid Lineages Contributes to Clonal Diversity in Heteronotia binoei Parthenogens.Molecular ecology · 2026Article
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- Redescription ofZooKeys · 2026Article
- DNA barcoding of Austrian terrestrial isopods (Crustacea: Isopoda: Oniscidea) reveals potential cryptic diversity.PloS one · 2026Article
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- A new species ofZooKeys · 2026Article
29 more citing papers are in PubMed but not listed here.
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Authors and funding
8 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
backgroundDNA barcodes are a useful tool for discovering, understanding, and monitoring biodiversity which are critical tasks at a time of rapid biodiversity loss. However, widespread adoption of barcodes requires cost-effective and simple barcoding methods. We here present a workflow that satisfies these conditions. It was developed via "innovation through subtraction" and thus requires minimal lab equipment, can be learned within days, reduces the barcode sequencing cost to < 10 cents, and allows fast turnaround from specimen to sequence by using the portable MinION sequencer.
resultsWe describe how tagged amplicons can be obtained and sequenced with the real-time MinION sequencer in many settings (field stations, biodiversity labs, citizen science labs, schools). We also provide amplicon coverage recommendations that are based on several runs of the latest generation of MinION flow cells ("R10.3") which suggest that each run can generate barcodes for > 10,000 specimens. Next, we present a novel software, ONTbarcoder, which overcomes the bioinformatics challenges posed by MinION reads. The software is compatible with Windows 10, Macintosh, and Linux, has a graphical user interface (GUI), and can generate thousands of barcodes on a standard laptop within hours based on only two input files (FASTQ, demultiplexing file). We document that MinION barcodes are virtually identical to Sanger and Illumina barcodes for the same specimens (> 99.99%) and provide evidence that MinION flow cells and reads have improved rapidly since 2018.
conclusionsWe propose that barcoding with MinION is the way forward for government agencies, universities, museums, and schools because it combines low consumable and capital cost with scalability. Small projects can use the flow cell dongle ("Flongle") while large projects can rely on MinION flow cells that can be stopped and re-used after collecting sufficient data for a given project.
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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.