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In‐field genetic stock identification of overwintering coho salmon in the Gulf of Alaska: Evaluation of Nanopore sequencing for remote real‐time deployment

Genetic stock identification (GSI) from genotyping‐by‐sequencing of single nucleotide polymorphism (SNP) loci has become the gold standard for stock of origin identification in Pacific salmon. The sequencing platforms currently applied require large batch sizes and multiday processing in specialized...

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Autores principales: Deeg, Christoph M., Sutherland, Ben J. G., Ming, Tobi J., Wallace, Colin, Jonsen, Kim, Flynn, Kelsey L., Rondeau, Eric B., Beacham, Terry D., Miller, Kristina M.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: John Wiley and Sons Inc. 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9303916/
https://www.ncbi.nlm.nih.gov/pubmed/35212146
http://dx.doi.org/10.1111/1755-0998.13595
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author Deeg, Christoph M.
Sutherland, Ben J. G.
Ming, Tobi J.
Wallace, Colin
Jonsen, Kim
Flynn, Kelsey L.
Rondeau, Eric B.
Beacham, Terry D.
Miller, Kristina M.
author_facet Deeg, Christoph M.
Sutherland, Ben J. G.
Ming, Tobi J.
Wallace, Colin
Jonsen, Kim
Flynn, Kelsey L.
Rondeau, Eric B.
Beacham, Terry D.
Miller, Kristina M.
author_sort Deeg, Christoph M.
collection PubMed
description Genetic stock identification (GSI) from genotyping‐by‐sequencing of single nucleotide polymorphism (SNP) loci has become the gold standard for stock of origin identification in Pacific salmon. The sequencing platforms currently applied require large batch sizes and multiday processing in specialized facilities to perform genotyping by the thousands. However, recent advances in third‐generation single‐molecule sequencing platforms, such as the Oxford Nanopore minION, provide base calling on portable, pocket‐sized sequencers and promise real‐time, in‐field stock identification of variable batch sizes. Here we evaluate utility and comparability to established GSI platforms of at‐sea stock identification of coho salmon (Oncorhynchus kisutch) using targeted SNP amplicon sequencing on the minION platform during a high‐sea winter expedition to the Gulf of Alaska. As long read sequencers are not optimized for short amplicons, we concatenate amplicons to increase coverage and throughput. Nanopore sequencing at‐sea yielded data sufficient for stock assignment for 50 out of 80 individuals. Nanopore‐based SNP calls agreed with Ion Torrent‐based genotypes in 83.25%, but assignment of individuals to stock of origin only agreed in 61.5% of individuals, highlighting inherent challenges of Nanopore sequencing, such as resolution of homopolymer tracts and indels. However, poor representation of assayed salmon in the queried baseline data set contributed to poor assignment confidence on both platforms. Future improvements will focus on lowering turnaround time and cost, increasing accuracy and throughput, as well as augmentation of the existing baselines. If successfully implemented, Nanopore sequencing will provide an alternative method to the large‐scale laboratory approach by providing mobile small batch genotyping to diverse stakeholders.
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spelling pubmed-93039162022-07-28 In‐field genetic stock identification of overwintering coho salmon in the Gulf of Alaska: Evaluation of Nanopore sequencing for remote real‐time deployment Deeg, Christoph M. Sutherland, Ben J. G. Ming, Tobi J. Wallace, Colin Jonsen, Kim Flynn, Kelsey L. Rondeau, Eric B. Beacham, Terry D. Miller, Kristina M. Mol Ecol Resour RESOURCE ARTICLES Genetic stock identification (GSI) from genotyping‐by‐sequencing of single nucleotide polymorphism (SNP) loci has become the gold standard for stock of origin identification in Pacific salmon. The sequencing platforms currently applied require large batch sizes and multiday processing in specialized facilities to perform genotyping by the thousands. However, recent advances in third‐generation single‐molecule sequencing platforms, such as the Oxford Nanopore minION, provide base calling on portable, pocket‐sized sequencers and promise real‐time, in‐field stock identification of variable batch sizes. Here we evaluate utility and comparability to established GSI platforms of at‐sea stock identification of coho salmon (Oncorhynchus kisutch) using targeted SNP amplicon sequencing on the minION platform during a high‐sea winter expedition to the Gulf of Alaska. As long read sequencers are not optimized for short amplicons, we concatenate amplicons to increase coverage and throughput. Nanopore sequencing at‐sea yielded data sufficient for stock assignment for 50 out of 80 individuals. Nanopore‐based SNP calls agreed with Ion Torrent‐based genotypes in 83.25%, but assignment of individuals to stock of origin only agreed in 61.5% of individuals, highlighting inherent challenges of Nanopore sequencing, such as resolution of homopolymer tracts and indels. However, poor representation of assayed salmon in the queried baseline data set contributed to poor assignment confidence on both platforms. Future improvements will focus on lowering turnaround time and cost, increasing accuracy and throughput, as well as augmentation of the existing baselines. If successfully implemented, Nanopore sequencing will provide an alternative method to the large‐scale laboratory approach by providing mobile small batch genotyping to diverse stakeholders. John Wiley and Sons Inc. 2022-02-24 2022-07 /pmc/articles/PMC9303916/ /pubmed/35212146 http://dx.doi.org/10.1111/1755-0998.13595 Text en © 2022 The Authors. Molecular Ecology Resources published by John Wiley & Sons Ltd. https://creativecommons.org/licenses/by-nc/4.0/This is an open access article under the terms of the http://creativecommons.org/licenses/by-nc/4.0/ (https://creativecommons.org/licenses/by-nc/4.0/) License, which permits use, distribution and reproduction in any medium, provided the original work is properly cited and is not used for commercial purposes.
spellingShingle RESOURCE ARTICLES
Deeg, Christoph M.
Sutherland, Ben J. G.
Ming, Tobi J.
Wallace, Colin
Jonsen, Kim
Flynn, Kelsey L.
Rondeau, Eric B.
Beacham, Terry D.
Miller, Kristina M.
In‐field genetic stock identification of overwintering coho salmon in the Gulf of Alaska: Evaluation of Nanopore sequencing for remote real‐time deployment
title In‐field genetic stock identification of overwintering coho salmon in the Gulf of Alaska: Evaluation of Nanopore sequencing for remote real‐time deployment
title_full In‐field genetic stock identification of overwintering coho salmon in the Gulf of Alaska: Evaluation of Nanopore sequencing for remote real‐time deployment
title_fullStr In‐field genetic stock identification of overwintering coho salmon in the Gulf of Alaska: Evaluation of Nanopore sequencing for remote real‐time deployment
title_full_unstemmed In‐field genetic stock identification of overwintering coho salmon in the Gulf of Alaska: Evaluation of Nanopore sequencing for remote real‐time deployment
title_short In‐field genetic stock identification of overwintering coho salmon in the Gulf of Alaska: Evaluation of Nanopore sequencing for remote real‐time deployment
title_sort in‐field genetic stock identification of overwintering coho salmon in the gulf of alaska: evaluation of nanopore sequencing for remote real‐time deployment
topic RESOURCE ARTICLES
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9303916/
https://www.ncbi.nlm.nih.gov/pubmed/35212146
http://dx.doi.org/10.1111/1755-0998.13595
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