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The power, potential, benefits, and challenges of implementing high-throughput sequencing in food safety systems

The development and application of modern sequencing technologies have led to many new improvements in food safety and public health. With unprecedented resolution and big data, high-throughput sequencing (HTS) has enabled food safety specialists to sequence marker genes, whole genomes, and transcri...

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Autores principales: Imanian, Behzad, Donaghy, John, Jackson, Tim, Gummalla, Sanjay, Ganesan, Balasubramanian, Baker, Robert C., Henderson, Matthew, Butler, Emily K., Hong, Yingying, Ring, Brendan, Thorp, Clare, Khaksar, Ramin, Samadpour, Mansour, Lawless, Kahlil A., MacLaren-Lee, Iain, Carleton, Heather A., Tian, Renmao, Zhang, Wei, Wan, Jason
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9381742/
https://www.ncbi.nlm.nih.gov/pubmed/35974024
http://dx.doi.org/10.1038/s41538-022-00150-6
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author Imanian, Behzad
Donaghy, John
Jackson, Tim
Gummalla, Sanjay
Ganesan, Balasubramanian
Baker, Robert C.
Henderson, Matthew
Butler, Emily K.
Hong, Yingying
Ring, Brendan
Thorp, Clare
Khaksar, Ramin
Samadpour, Mansour
Lawless, Kahlil A.
MacLaren-Lee, Iain
Carleton, Heather A.
Tian, Renmao
Zhang, Wei
Wan, Jason
author_facet Imanian, Behzad
Donaghy, John
Jackson, Tim
Gummalla, Sanjay
Ganesan, Balasubramanian
Baker, Robert C.
Henderson, Matthew
Butler, Emily K.
Hong, Yingying
Ring, Brendan
Thorp, Clare
Khaksar, Ramin
Samadpour, Mansour
Lawless, Kahlil A.
MacLaren-Lee, Iain
Carleton, Heather A.
Tian, Renmao
Zhang, Wei
Wan, Jason
author_sort Imanian, Behzad
collection PubMed
description The development and application of modern sequencing technologies have led to many new improvements in food safety and public health. With unprecedented resolution and big data, high-throughput sequencing (HTS) has enabled food safety specialists to sequence marker genes, whole genomes, and transcriptomes of microorganisms almost in real-time. These data reveal not only the identity of a pathogen or an organism of interest in the food supply but its virulence potential and functional characteristics. HTS of amplicons, allow better characterization of the microbial communities associated with food and the environment. New and powerful bioinformatics tools, algorithms, and machine learning allow for development of new models to predict and tackle important events such as foodborne disease outbreaks. Despite its potential, the integration of HTS into current food safety systems is far from complete. Government agencies have embraced this new technology, and use it for disease diagnostics, food safety inspections, and outbreak investigations. However, adoption and application of HTS by the food industry have been comparatively slow, sporadic, and fragmented. Incorporation of HTS by food manufacturers in their food safety programs could reinforce the design and verification of effectiveness of control measures by providing greater insight into the characteristics, origin, relatedness, and evolution of microorganisms in our foods and environment. Here, we discuss this new technology, its power, and potential. A brief history of implementation by public health agencies is presented, as are the benefits and challenges for the food industry, and its future in the context of food safety.
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spelling pubmed-93817422022-08-18 The power, potential, benefits, and challenges of implementing high-throughput sequencing in food safety systems Imanian, Behzad Donaghy, John Jackson, Tim Gummalla, Sanjay Ganesan, Balasubramanian Baker, Robert C. Henderson, Matthew Butler, Emily K. Hong, Yingying Ring, Brendan Thorp, Clare Khaksar, Ramin Samadpour, Mansour Lawless, Kahlil A. MacLaren-Lee, Iain Carleton, Heather A. Tian, Renmao Zhang, Wei Wan, Jason NPJ Sci Food Review Article The development and application of modern sequencing technologies have led to many new improvements in food safety and public health. With unprecedented resolution and big data, high-throughput sequencing (HTS) has enabled food safety specialists to sequence marker genes, whole genomes, and transcriptomes of microorganisms almost in real-time. These data reveal not only the identity of a pathogen or an organism of interest in the food supply but its virulence potential and functional characteristics. HTS of amplicons, allow better characterization of the microbial communities associated with food and the environment. New and powerful bioinformatics tools, algorithms, and machine learning allow for development of new models to predict and tackle important events such as foodborne disease outbreaks. Despite its potential, the integration of HTS into current food safety systems is far from complete. Government agencies have embraced this new technology, and use it for disease diagnostics, food safety inspections, and outbreak investigations. However, adoption and application of HTS by the food industry have been comparatively slow, sporadic, and fragmented. Incorporation of HTS by food manufacturers in their food safety programs could reinforce the design and verification of effectiveness of control measures by providing greater insight into the characteristics, origin, relatedness, and evolution of microorganisms in our foods and environment. Here, we discuss this new technology, its power, and potential. A brief history of implementation by public health agencies is presented, as are the benefits and challenges for the food industry, and its future in the context of food safety. Nature Publishing Group UK 2022-08-16 /pmc/articles/PMC9381742/ /pubmed/35974024 http://dx.doi.org/10.1038/s41538-022-00150-6 Text en © The Author(s) 2022 https://creativecommons.org/licenses/by/4.0/Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons license and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) .
spellingShingle Review Article
Imanian, Behzad
Donaghy, John
Jackson, Tim
Gummalla, Sanjay
Ganesan, Balasubramanian
Baker, Robert C.
Henderson, Matthew
Butler, Emily K.
Hong, Yingying
Ring, Brendan
Thorp, Clare
Khaksar, Ramin
Samadpour, Mansour
Lawless, Kahlil A.
MacLaren-Lee, Iain
Carleton, Heather A.
Tian, Renmao
Zhang, Wei
Wan, Jason
The power, potential, benefits, and challenges of implementing high-throughput sequencing in food safety systems
title The power, potential, benefits, and challenges of implementing high-throughput sequencing in food safety systems
title_full The power, potential, benefits, and challenges of implementing high-throughput sequencing in food safety systems
title_fullStr The power, potential, benefits, and challenges of implementing high-throughput sequencing in food safety systems
title_full_unstemmed The power, potential, benefits, and challenges of implementing high-throughput sequencing in food safety systems
title_short The power, potential, benefits, and challenges of implementing high-throughput sequencing in food safety systems
title_sort power, potential, benefits, and challenges of implementing high-throughput sequencing in food safety systems
topic Review Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9381742/
https://www.ncbi.nlm.nih.gov/pubmed/35974024
http://dx.doi.org/10.1038/s41538-022-00150-6
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