High‐throughput species identification: from DNA isolation to bioinformatics
Abstract
Ichthyoplankton collections provide a valuable means to study fish life histories. However, these collections are greatly underutilized, as larval fishes are frequently not identified to species due to their small size and limited morphological development. Currently, there is an effort underway to make species identification more readily available across a broad range of taxa through the sequencing of a standard gene. This effort requires the development of new methodologies to both rapidly produce and analyse large numbers of sequences. The methodology presented in this paper addresses these issues with a focus on the larvae of large pelagic fish species. All steps of the methodology are targeted towards high‐throughput identification using small amounts of tissue. To accomplish this, DNA isolation was automated on a liquid‐handling robot using magnetic bead technologies. Polymerase chain reaction and a unidirectional sequencing reaction followed standard protocols with all template cleanup and transferring also automated. Manual pipetting was thus reduced to a minimum. A character‐based bioinformatics program was developed to handle the large sequence output. This program incorporates base‐call quality scores in two types of sample to voucher sequence comparisons and provides suggested identifications and sequence information in an easily interpreted spreadsheet format. This technique when applied to tuna and billfish larvae collected in the Straits of Florida had an 89% s…
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Reglero, P., Tittensor, D., Álvarez-Berastegui, D., Aparicio-González, A., & Worm, B. (2014) · Marine Ecology Progress Series · doi:10.3354/meps10666 · Cited by 106 · see citing works
Llopiz, J. K., Richardson, D. E., Shiroza, A., Smith, S. L., & Cowen, R. K. (2010) · Limnology and Oceanography · doi:10.4319/lo.2010.55.3.0983 · Cited by 99 · see citing works
Self-citation
- Authors
- RICHARDSON, D. E., VANWYE, J. D., EXUM, A. M., COWEN, R. K., & CRAWFORD, D. L.
- Affiliations
- University of Miami (US)
- Corresponding author
- RICHARDSON, DAVID E.
- Venue
- Molecular Ecology Notes
- Publisher
- Wiley
- Published
- 2006-12-20
- Volume
- 7
- Issue
- 2
- Pages
- 199-207
- ISSN
- 1471-8278 (ISSN-L)
- 1471-8286
- OpenAlex
- W2097702544
- Cited by
- 76
- References
- 0
- Citations by year
- 2026: 2 · 2023: 2 · 2022: 3 · 2021: 1 · 2020: 3 · 2019: 1 · 2018: 5 · 2017: 2 · 2016: 7 · 2015: 3 · 2014: 3 · 2013: 3 · 2012: 1
- FWCI
- 5.29
- Type
- journal article
- Language
- en
- Open access
- closed
- Locations
- Molecular Ecology Notes (publishedVersion)
- Funders
- National Science Foundation
- Gulf States Marine Fisheries Commission
- University of Miami
- National Oceanic and Atmospheric Administration
- Topics
- Physical Sciences › Environmental Science › Ecology › Environmental DNA in Biodiversity Studies
- Life Sciences › Biochemistry, Genetics and Molecular Biology › Molecular Biology › Identification and Quantification in Food
- Life Sciences › Agricultural and Biological Sciences › Aquatic Science › Fish Biology and Ecology Studies
- Keywords
- ichthyoplankton, larval fish identification, species identification, next-generation sequencing, DNA extraction, magnetic bead DNA extraction, tuna larvae, Thunnus atlanticus, Makaira nigricans, Istiophorus platypterus, large pelagic fish, fish life history, Florida Straits
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