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Food authentication from shotgun sequencing reads with an application on high protein powders
Here we propose that using shotgun sequencing to examine food leads to accurate authentication of ingredients and detection of contaminants. To demonstrate this, we developed a bioinformatic pipeline, FASER (Food Authentication from SEquencing Reads), designed to resolve the relative composition of...
Autores principales: | , , , , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2019
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6863864/ https://www.ncbi.nlm.nih.gov/pubmed/31754632 http://dx.doi.org/10.1038/s41538-019-0056-6 |
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author | Haiminen, Niina Edlund, Stefan Chambliss, David Kunitomi, Mark Weimer, Bart C. Ganesan, Balasubramanian Baker, Robert Markwell, Peter Davis, Matthew Huang, B. Carol Kong, Nguyet Prill, Robert J. Marlowe, Carl H. Quintanar, André Pierre, Sophie Dubois, Geraud Kaufman, James H. Parida, Laxmi Beck, Kristen L. |
author_facet | Haiminen, Niina Edlund, Stefan Chambliss, David Kunitomi, Mark Weimer, Bart C. Ganesan, Balasubramanian Baker, Robert Markwell, Peter Davis, Matthew Huang, B. Carol Kong, Nguyet Prill, Robert J. Marlowe, Carl H. Quintanar, André Pierre, Sophie Dubois, Geraud Kaufman, James H. Parida, Laxmi Beck, Kristen L. |
author_sort | Haiminen, Niina |
collection | PubMed |
description | Here we propose that using shotgun sequencing to examine food leads to accurate authentication of ingredients and detection of contaminants. To demonstrate this, we developed a bioinformatic pipeline, FASER (Food Authentication from SEquencing Reads), designed to resolve the relative composition of mixtures of eukaryotic species using RNA or DNA sequencing. Our comprehensive database includes >6000 plants and animals that may be present in food. FASER accurately identified eukaryotic species with 0.4% median absolute difference between observed and expected proportions on sequence data from various sources including sausage meat, plants, and fish. FASER was applied to 31 high protein powder raw factory ingredient total RNA samples. The samples mostly contained the expected source ingredient, chicken, while three samples unexpectedly contained pork and beef. Our results demonstrate that DNA/RNA sequencing of food ingredients, combined with a robust analysis, can be used to find contaminants and authenticate food ingredients in a single assay. |
format | Online Article Text |
id | pubmed-6863864 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2019 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-68638642019-11-21 Food authentication from shotgun sequencing reads with an application on high protein powders Haiminen, Niina Edlund, Stefan Chambliss, David Kunitomi, Mark Weimer, Bart C. Ganesan, Balasubramanian Baker, Robert Markwell, Peter Davis, Matthew Huang, B. Carol Kong, Nguyet Prill, Robert J. Marlowe, Carl H. Quintanar, André Pierre, Sophie Dubois, Geraud Kaufman, James H. Parida, Laxmi Beck, Kristen L. NPJ Sci Food Article Here we propose that using shotgun sequencing to examine food leads to accurate authentication of ingredients and detection of contaminants. To demonstrate this, we developed a bioinformatic pipeline, FASER (Food Authentication from SEquencing Reads), designed to resolve the relative composition of mixtures of eukaryotic species using RNA or DNA sequencing. Our comprehensive database includes >6000 plants and animals that may be present in food. FASER accurately identified eukaryotic species with 0.4% median absolute difference between observed and expected proportions on sequence data from various sources including sausage meat, plants, and fish. FASER was applied to 31 high protein powder raw factory ingredient total RNA samples. The samples mostly contained the expected source ingredient, chicken, while three samples unexpectedly contained pork and beef. Our results demonstrate that DNA/RNA sequencing of food ingredients, combined with a robust analysis, can be used to find contaminants and authenticate food ingredients in a single assay. Nature Publishing Group UK 2019-11-19 /pmc/articles/PMC6863864/ /pubmed/31754632 http://dx.doi.org/10.1038/s41538-019-0056-6 Text en © The Author(s) 2019 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 | Article Haiminen, Niina Edlund, Stefan Chambliss, David Kunitomi, Mark Weimer, Bart C. Ganesan, Balasubramanian Baker, Robert Markwell, Peter Davis, Matthew Huang, B. Carol Kong, Nguyet Prill, Robert J. Marlowe, Carl H. Quintanar, André Pierre, Sophie Dubois, Geraud Kaufman, James H. Parida, Laxmi Beck, Kristen L. Food authentication from shotgun sequencing reads with an application on high protein powders |
title | Food authentication from shotgun sequencing reads with an application on high protein powders |
title_full | Food authentication from shotgun sequencing reads with an application on high protein powders |
title_fullStr | Food authentication from shotgun sequencing reads with an application on high protein powders |
title_full_unstemmed | Food authentication from shotgun sequencing reads with an application on high protein powders |
title_short | Food authentication from shotgun sequencing reads with an application on high protein powders |
title_sort | food authentication from shotgun sequencing reads with an application on high protein powders |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6863864/ https://www.ncbi.nlm.nih.gov/pubmed/31754632 http://dx.doi.org/10.1038/s41538-019-0056-6 |
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