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The Future of Livestock Management: A Review of Real-Time Portable Sequencing Applied to Livestock

Oxford Nanopore Technologies’ MinION has proven to be a valuable tool within human and microbial genetics. Its capacity to produce long reads in real time has opened up unique applications for portable sequencing. Examples include tracking the recent African swine fever outbreak in China and providi...

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Autores principales: Lamb, Harrison J., Hayes, Ben J., Nguyen, Loan T., Ross, Elizabeth M.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7763041/
https://www.ncbi.nlm.nih.gov/pubmed/33317066
http://dx.doi.org/10.3390/genes11121478
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author Lamb, Harrison J.
Hayes, Ben J.
Nguyen, Loan T.
Ross, Elizabeth M.
author_facet Lamb, Harrison J.
Hayes, Ben J.
Nguyen, Loan T.
Ross, Elizabeth M.
author_sort Lamb, Harrison J.
collection PubMed
description Oxford Nanopore Technologies’ MinION has proven to be a valuable tool within human and microbial genetics. Its capacity to produce long reads in real time has opened up unique applications for portable sequencing. Examples include tracking the recent African swine fever outbreak in China and providing a diagnostic tool for disease in the cassava plant in Eastern Africa. Here we review the current applications of Oxford Nanopore sequencing in livestock, then focus on proposed applications in livestock agriculture for rapid diagnostics, base modification detection, reference genome assembly and genomic prediction. In particular, we propose a future application: ‘crush-side genotyping’ for real-time on-farm genotyping for extensive industries such as northern Australian beef production. An initial in silico experiment to assess the feasibility of crush-side genotyping demonstrated promising results. SNPs were called from simulated Nanopore data, that included the relatively high base call error rate that is characteristic of the data, and calling parameters were varied to understand the feasibility of SNP calling at low coverages in a heterozygous population. With optimised genotype calling parameters, over 85% of the 10,000 simulated SNPs were able to be correctly called with coverages as low as 6×. These results provide preliminary evidence that Oxford Nanopore sequencing has potential to be used for real-time SNP genotyping in extensive livestock operations.
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spelling pubmed-77630412020-12-27 The Future of Livestock Management: A Review of Real-Time Portable Sequencing Applied to Livestock Lamb, Harrison J. Hayes, Ben J. Nguyen, Loan T. Ross, Elizabeth M. Genes (Basel) Review Oxford Nanopore Technologies’ MinION has proven to be a valuable tool within human and microbial genetics. Its capacity to produce long reads in real time has opened up unique applications for portable sequencing. Examples include tracking the recent African swine fever outbreak in China and providing a diagnostic tool for disease in the cassava plant in Eastern Africa. Here we review the current applications of Oxford Nanopore sequencing in livestock, then focus on proposed applications in livestock agriculture for rapid diagnostics, base modification detection, reference genome assembly and genomic prediction. In particular, we propose a future application: ‘crush-side genotyping’ for real-time on-farm genotyping for extensive industries such as northern Australian beef production. An initial in silico experiment to assess the feasibility of crush-side genotyping demonstrated promising results. SNPs were called from simulated Nanopore data, that included the relatively high base call error rate that is characteristic of the data, and calling parameters were varied to understand the feasibility of SNP calling at low coverages in a heterozygous population. With optimised genotype calling parameters, over 85% of the 10,000 simulated SNPs were able to be correctly called with coverages as low as 6×. These results provide preliminary evidence that Oxford Nanopore sequencing has potential to be used for real-time SNP genotyping in extensive livestock operations. MDPI 2020-12-09 /pmc/articles/PMC7763041/ /pubmed/33317066 http://dx.doi.org/10.3390/genes11121478 Text en © 2020 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (http://creativecommons.org/licenses/by/4.0/).
spellingShingle Review
Lamb, Harrison J.
Hayes, Ben J.
Nguyen, Loan T.
Ross, Elizabeth M.
The Future of Livestock Management: A Review of Real-Time Portable Sequencing Applied to Livestock
title The Future of Livestock Management: A Review of Real-Time Portable Sequencing Applied to Livestock
title_full The Future of Livestock Management: A Review of Real-Time Portable Sequencing Applied to Livestock
title_fullStr The Future of Livestock Management: A Review of Real-Time Portable Sequencing Applied to Livestock
title_full_unstemmed The Future of Livestock Management: A Review of Real-Time Portable Sequencing Applied to Livestock
title_short The Future of Livestock Management: A Review of Real-Time Portable Sequencing Applied to Livestock
title_sort future of livestock management: a review of real-time portable sequencing applied to livestock
topic Review
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7763041/
https://www.ncbi.nlm.nih.gov/pubmed/33317066
http://dx.doi.org/10.3390/genes11121478
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