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Assessment of residual plant DNA in bulk milk for Grana Padano PDO production by a metabarcoding approach
The aim of this study was to evaluate the ability of DNA metabarcoding, by rbcl as barcode marker, to identify and classify the small traces of plant DNA isolated from raw milk used to produce Grana Padano (GP) cheese. GP is one of the most popular Italian PDO (Protected Designation of Origin) produ...
Autores principales: | , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Public Library of Science
2023
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Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10368264/ https://www.ncbi.nlm.nih.gov/pubmed/37490502 http://dx.doi.org/10.1371/journal.pone.0289108 |
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author | Pozzi, Anna Nazzicari, Nelson Capoferri, Rossana Radovic, Slobodanka Bongioni, Graziella |
author_facet | Pozzi, Anna Nazzicari, Nelson Capoferri, Rossana Radovic, Slobodanka Bongioni, Graziella |
author_sort | Pozzi, Anna |
collection | PubMed |
description | The aim of this study was to evaluate the ability of DNA metabarcoding, by rbcl as barcode marker, to identify and classify the small traces of plant DNA isolated from raw milk used to produce Grana Padano (GP) cheese. GP is one of the most popular Italian PDO (Protected Designation of Origin) produced in Italy in accordance with the GP PDO specification rules that define which forage can be used for feeding cows. A total of 42 GP bulk tank milk samples were collected from 14 dairies located in the Grana Padano production area. For the taxonomic classification, a local database with the rbcL sequences available in NCBI on September 2020/March 2021 for the Italian flora was generated. A total of 8,399,591 reads were produced with an average of 204,868 per sample (range 37,002–408,724) resulting in 16, 31 and 28 dominant OTUs at family, genus and species level, respectively. The taxonomic analysis of plant species in milk samples identified 7 families, 14 genera and 14 species, the statistical analysis conducted using alpha and beta diversity approaches, did not highlight differences among the investigated samples. However, the milk samples are featured by a high plant variability and the lack of differences at multiple taxonomic levels could be due to the standardisation of the feed rationing, as requested by the GP rules. The results suggest that DNA metabarcoding is a valuable resource to explore plant DNA traces in a complex matrix such as milk. |
format | Online Article Text |
id | pubmed-10368264 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
spelling | pubmed-103682642023-07-26 Assessment of residual plant DNA in bulk milk for Grana Padano PDO production by a metabarcoding approach Pozzi, Anna Nazzicari, Nelson Capoferri, Rossana Radovic, Slobodanka Bongioni, Graziella PLoS One Research Article The aim of this study was to evaluate the ability of DNA metabarcoding, by rbcl as barcode marker, to identify and classify the small traces of plant DNA isolated from raw milk used to produce Grana Padano (GP) cheese. GP is one of the most popular Italian PDO (Protected Designation of Origin) produced in Italy in accordance with the GP PDO specification rules that define which forage can be used for feeding cows. A total of 42 GP bulk tank milk samples were collected from 14 dairies located in the Grana Padano production area. For the taxonomic classification, a local database with the rbcL sequences available in NCBI on September 2020/March 2021 for the Italian flora was generated. A total of 8,399,591 reads were produced with an average of 204,868 per sample (range 37,002–408,724) resulting in 16, 31 and 28 dominant OTUs at family, genus and species level, respectively. The taxonomic analysis of plant species in milk samples identified 7 families, 14 genera and 14 species, the statistical analysis conducted using alpha and beta diversity approaches, did not highlight differences among the investigated samples. However, the milk samples are featured by a high plant variability and the lack of differences at multiple taxonomic levels could be due to the standardisation of the feed rationing, as requested by the GP rules. The results suggest that DNA metabarcoding is a valuable resource to explore plant DNA traces in a complex matrix such as milk. Public Library of Science 2023-07-25 /pmc/articles/PMC10368264/ /pubmed/37490502 http://dx.doi.org/10.1371/journal.pone.0289108 Text en © 2023 Pozzi et al https://creativecommons.org/licenses/by/4.0/This is an open access article distributed under the terms of the Creative Commons Attribution License (https://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited. |
spellingShingle | Research Article Pozzi, Anna Nazzicari, Nelson Capoferri, Rossana Radovic, Slobodanka Bongioni, Graziella Assessment of residual plant DNA in bulk milk for Grana Padano PDO production by a metabarcoding approach |
title | Assessment of residual plant DNA in bulk milk for Grana Padano PDO production by a metabarcoding approach |
title_full | Assessment of residual plant DNA in bulk milk for Grana Padano PDO production by a metabarcoding approach |
title_fullStr | Assessment of residual plant DNA in bulk milk for Grana Padano PDO production by a metabarcoding approach |
title_full_unstemmed | Assessment of residual plant DNA in bulk milk for Grana Padano PDO production by a metabarcoding approach |
title_short | Assessment of residual plant DNA in bulk milk for Grana Padano PDO production by a metabarcoding approach |
title_sort | assessment of residual plant dna in bulk milk for grana padano pdo production by a metabarcoding approach |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10368264/ https://www.ncbi.nlm.nih.gov/pubmed/37490502 http://dx.doi.org/10.1371/journal.pone.0289108 |
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