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...

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Published inPloS one Vol. 18; no. 7; p. e0289108
Main Authors Pozzi, Anna, Nazzicari, Nelson, Capoferri, Rossana, Radovic, Slobodanka, Bongioni, Graziella
Format Journal Article
LanguageEnglish
Published United States Public Library of Science 25.07.2023
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Abstract 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.
AbstractList 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.
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.
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.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.
Audience Academic
Author Bongioni, Graziella
Nazzicari, Nelson
Capoferri, Rossana
Radovic, Slobodanka
Pozzi, Anna
AuthorAffiliation 3 IGA Technology Service s.r.l., Via Linussio, Udine, Italy
Institute for Biological Research, University of Belgrade, SERBIA
2 CREA—Council for Agricultural Research and Analysis of Agricultural Economics, Research Centre for Animal Production and Aquaculture, Viale Piacenza, Lodi, Italy
1 Istituto Sperimentale Lazzaro Spallanzani, Localita’ La Quercia, Rivolta d’Adda (CR), Italy
AuthorAffiliation_xml – name: 2 CREA—Council for Agricultural Research and Analysis of Agricultural Economics, Research Centre for Animal Production and Aquaculture, Viale Piacenza, Lodi, Italy
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  orcidid: 0000-0001-9553-6219
  surname: Pozzi
  fullname: Pozzi, Anna
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  givenname: Nelson
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Cites_doi 10.1139/b06-047
10.1016/j.fm.2020.103613
10.1111/2041-210X.12960
10.1016/j.tifs.2016.02.003
10.3390/vetsci6020041
10.1002/j.1538-7305.1948.tb01338.x
10.1016/j.fm.2010.10.009
10.3390/genes10030248
10.1515/dna-2015-0021
10.1093/erae/28.4.451
10.1016/j.foodres.2018.07.029
10.3390/su12051872
10.1016/j.foodchem.2014.04.021
10.2307/1943563
10.1016/j.tvjl.2010.09.024
10.1111/j.1095-8339.2012.01251.x
10.3390/foods10061176
10.1038/s41598-020-79474-w
10.1111/j.1477-9552.2007.00080.x
10.1016/j.foodres.2012.09.036
10.1016/j.fm.2018.12.007
10.3390/plants8120606
10.3390/nu1020251
10.1021/jf802262c
10.3168/jds.2009-2239
10.1016/j.foodchem.2014.08.060
10.2307/1942268
10.1038/163688a0
10.3168/jds.S0022-0302(03)74019-3
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Copyright Copyright: © 2023 Pozzi et al. This is an open access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.
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2023 Pozzi et al 2023 Pozzi et al
2023 Pozzi et al. This is an open access article distributed under the terms of the Creative Commons Attribution License: http://creativecommons.org/licenses/by/4.0/ (the “License”), which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited. Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License.
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– notice: 2023 Pozzi et al 2023 Pozzi et al
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References F Nakahara (pone.0289108.ref032) 2015; 3
RH Whittaker (pone.0289108.ref027) 1960; 30
M Zago (pone.0289108.ref018) 2021; 93
IA Van Der Lans (pone.0289108.ref005) 2001; 28
T Kanagawa (pone.0289108.ref040) 2003; 96
A Bruno (pone.0289108.ref037) 2019; 10
M Marino (pone.0289108.ref020) 2019; 79
I Shofiqul (pone.0289108.ref033) 2019; 8
pone.0289108.ref009
pone.0289108.ref007
D Menozzi (pone.0289108.ref002) 2021; 10
pone.0289108.ref008
J Oksanen (pone.0289108.ref026) 2019
F Palumbo (pone.0289108.ref031) 2021; 11
I Bruni (pone.0289108.ref034) 2015; 170
A Galimberti (pone.0289108.ref014) 2013; 50
M Faustini (pone.0289108.ref017) 2019; 6
V Vasselon (pone.0289108.ref039) 2018; 9
SG Newmaster (pone.0289108.ref035) 2006; 84
D Raats (pone.0289108.ref019) 2011; 28
F De Mattia (pone.0289108.ref038) 2012; 169
Y Bertheau (pone.0289108.ref022) 2009; 57
CE Shannon (pone.0289108.ref028) 1948; 27
JR Bray (pone.0289108.ref030) 1957; 27
J Hawkins (pone.0289108.ref036) 2015; 10
G Rocchetti (pone.0289108.ref016) 2018; 113
AL Van Eenennaam (pone.0289108.ref023) 2017; 95
K Van Ittersum (pone.0289108.ref006) 2007; 58
S Charlebois (pone.0289108.ref001) 2016; 50
E Ponzoni (pone.0289108.ref021) 2009; 1
MT Bottero (pone.0289108.ref013) 2011; 190
pone.0289108.ref012
pone.0289108.ref010
EH Simpson (pone.0289108.ref029) 1949; 163
W Verbeke (pone.0289108.ref004) 2012; 1
E Ponzoni (pone.0289108.ref015) 2014; 162
RH Phipps (pone.0289108.ref025) 2003; 86
E Ponzoni (pone.0289108.ref024) 2009; 92
A Walaszczyk (pone.0289108.ref003) 2020; 12
A Stroppa (pone.0289108.ref011) 2015; 21
References_xml – volume: 10
  start-page: 0134735
  issue: 8
  year: 2015
  ident: pone.0289108.ref036
  article-title: Using DNA Metabarcoding to Identify the Floral Composition of Honey: A New Tool for Investigating Honey Bee Foraging Preferences.
  publication-title: Plose One
– volume: 84
  start-page: 335
  year: 2006
  ident: pone.0289108.ref035
  article-title: DNA barcoding in land plants: evaluation of rbcL in a multigene tiered approach
  publication-title: Can. J. Bot
  doi: 10.1139/b06-047
– ident: pone.0289108.ref007
– volume: 93
  year: 2021
  ident: pone.0289108.ref018
  article-title: Evaluation of bacterial communities of Grana Padano cheese by DNA metabarcoding and DNA fingerprinting analysis
  publication-title: Food Microbiol
  doi: 10.1016/j.fm.2020.103613
– volume: 9
  start-page: 1060
  year: 2018
  ident: pone.0289108.ref039
  article-title: Avoiding quantification bias in metabarcoding: Application of a cell biovolume correction factor in diatom molecular biomonitoring
  publication-title: Methods Ecol Evol
  doi: 10.1111/2041-210X.12960
– volume: 50
  start-page: 211
  year: 2016
  ident: pone.0289108.ref001
  article-title: Food Fraud. An exploratory study for measuring consumer perception towards mislabelled food products and influence on self-authentication intentions
  publication-title: Trends Food Sci Technol
  doi: 10.1016/j.tifs.2016.02.003
– volume: 6
  start-page: 41
  year: 2019
  ident: pone.0289108.ref017
  article-title: Volatilome in Milk for Grana Padano and Parmigiano Reggiano Cheeses: A First Survey.
  publication-title: Vet. Sci.
  doi: 10.3390/vetsci6020041
– volume: 27
  start-page: 379
  year: 1948
  ident: pone.0289108.ref028
  article-title: A mathematical theory of communication.
  publication-title: Bell Sys Tech J.
  doi: 10.1002/j.1538-7305.1948.tb01338.x
– volume: 28
  start-page: 465
  year: 2011
  ident: pone.0289108.ref019
  article-title: Molecular analysis of bacterial communities in raw milk and the impact of refrigeration on its structure and dynamics
  publication-title: Food Microbiol
  doi: 10.1016/j.fm.2010.10.009
– volume: 10
  start-page: 248
  year: 2019
  ident: pone.0289108.ref037
  article-title: Food Tracking Perspective: DNA Metabarcoding to Identify Plant Composition in Complex and Processed Food Product.
  publication-title: Genes
  doi: 10.3390/genes10030248
– volume: 96
  start-page: 317
  issue: 4
  year: 2003
  ident: pone.0289108.ref040
  article-title: Bias and artifacts in multitemplate polymerase chain reactions (PCR).
  publication-title: JBB
– volume: 3
  start-page: 200
  issue: 1
  year: 2015
  ident: pone.0289108.ref032
  article-title: The applicability of DNA barcoding for dietary analysis of sika deer
  publication-title: DNA Barcodes
  doi: 10.1515/dna-2015-0021
– volume: 28
  start-page: 451
  issue: 4
  year: 2001
  ident: pone.0289108.ref005
  article-title: The role of the region of origin and EU certificates of origin in consumer evaluation of food products.
  publication-title: Eur Rev Agric Econ.
  doi: 10.1093/erae/28.4.451
– volume: 113
  start-page: 407
  year: 2018
  ident: pone.0289108.ref016
  article-title: Untargeted metabolomics reveals differences in chemical fingerprints between PDO and non-PDO Grana Padano cheeses
  publication-title: Food Res. Int
  doi: 10.1016/j.foodres.2018.07.029
– volume: 12
  start-page: 1872
  issue: 5
  year: 2020
  ident: pone.0289108.ref003
  article-title: Food Origin Traceability from a Consumer ‘s Perspective.
  publication-title: Sustainability
  doi: 10.3390/su12051872
– volume: 1
  start-page: 213
  issue: 2
  year: 2012
  ident: pone.0289108.ref004
  article-title: Consumers’ awareness and attitudinal determinants of European Union quality label use on traditional foods.
  publication-title: Bio-Based Appl Econ
– year: 2019
  ident: pone.0289108.ref026
  article-title: Vegan: Community Ecology Package.
  publication-title: R package version 2.5–6.
– volume: 162
  start-page: 72
  year: 2014
  ident: pone.0289108.ref015
  article-title: Traceback identification of plant components in commercial compound feed through an oligonucleotide microarray based on tubulin intron polymorphism
  publication-title: Food Chem
  doi: 10.1016/j.foodchem.2014.04.021
– volume: 30
  start-page: 279
  issue: 3
  year: 1960
  ident: pone.0289108.ref027
  article-title: Vegetation of the Siskiyou Mountains, Oregon and California.
  publication-title: Ecological Monographs
  doi: 10.2307/1943563
– volume: 190
  start-page: 34
  year: 2011
  ident: pone.0289108.ref013
  article-title: Animal species identification in food products: Evolution of biomolecular methods
  publication-title: Vet. J
  doi: 10.1016/j.tvjl.2010.09.024
– volume: 169
  start-page: 518
  issue: 3
  year: 2012
  ident: pone.0289108.ref038
  article-title: A multi-marker DNA barcoding approach to save time and resources in vegetation surveys
  publication-title: Bot. J. Linn
  doi: 10.1111/j.1095-8339.2012.01251.x
– volume: 10
  start-page: 1176
  year: 2021
  ident: pone.0289108.ref002
  article-title: Choice Drivers for Quality-Labelled Food: A Cross-Cultural Comparison on PDO Cheese.
  publication-title: Foods
  doi: 10.3390/foods10061176
– volume: 11
  start-page: 889
  year: 2021
  ident: pone.0289108.ref031
  article-title: A multi‑kingdom metabarcoding study on cattle grazing Alpine pastures discloses intra‑seasonal shifts in plant selection and faecal microbiota.
  publication-title: Sci. Rep
  doi: 10.1038/s41598-020-79474-w
– volume: 58
  start-page: 1
  year: 2007
  ident: pone.0289108.ref006
  article-title: Consumers’ appreciation of regional certification labels: A pan-European study.
  publication-title: J. Agric. Econ.
  doi: 10.1111/j.1477-9552.2007.00080.x
– ident: pone.0289108.ref008
– volume: 50
  start-page: 55
  issue: 1
  year: 2013
  ident: pone.0289108.ref014
  article-title: DNA barcoding as a new tool for food traceability
  publication-title: Food Res. Int
  doi: 10.1016/j.foodres.2012.09.036
– volume: 79
  start-page: 123
  year: 2019
  ident: pone.0289108.ref020
  article-title: Metagenomic profiles of different types of Italian high-moisture Mozzarella cheese.
  publication-title: Food Microbiol
  doi: 10.1016/j.fm.2018.12.007
– volume: 8
  start-page: 606
  year: 2019
  ident: pone.0289108.ref033
  article-title: Isolation of Intact Chloroplast for Sequencing Plastid Genomes of Five Festuca Species.
  publication-title: Plants
  doi: 10.3390/plants8120606
– volume: 1
  start-page: 251
  year: 2009
  ident: pone.0289108.ref021
  article-title: Traceability of Plant Diet Contents in Raw Cow Milk Samples.
  publication-title: Nutrients
  doi: 10.3390/nu1020251
– volume: 57
  start-page: 509
  issue: 2
  year: 2009
  ident: pone.0289108.ref022
  article-title: Persistence of plant DNA sequences in the blood of dairy cows fed with genetically modified (Bt176) and conventional corn silage.
  publication-title: J. Agric. Food Chem
  doi: 10.1021/jf802262c
– volume: 95
  start-page: 3247
  year: 2017
  ident: pone.0289108.ref023
  article-title: E. Detection of dietary DNA, protein, and glyphosate in meat, milk, and eggs
  publication-title: J. Anim. Sci
– volume: 92
  start-page: 5583
  year: 2009
  ident: pone.0289108.ref024
  article-title: From milk to diet: Feed recognition for milk authenticity
  publication-title: J. Dairy Sci
  doi: 10.3168/jds.2009-2239
– volume: 170
  start-page: 308
  year: 2015
  ident: pone.0289108.ref034
  article-title: A DNA barcoding approach to identify plant species in multiflower honey
  publication-title: Food Chem
  doi: 10.1016/j.foodchem.2014.08.060
– ident: pone.0289108.ref012
– volume: 21
  start-page: 46
  year: 2015
  ident: pone.0289108.ref011
  article-title: Grana Padano Quale latte per il Grana Padano dop.
  publication-title: L’ Informatore Zootecnico.
– ident: pone.0289108.ref009
– ident: pone.0289108.ref010
– volume: 27
  start-page: 325
  year: 1957
  ident: pone.0289108.ref030
  article-title: An ordination of upland forest communities of southern Wisconsin
  publication-title: Ecological Monographs
  doi: 10.2307/1942268
– volume: 163
  start-page: 688
  year: 1949
  ident: pone.0289108.ref029
  article-title: Measurement of diversity
  publication-title: Nature
  doi: 10.1038/163688a0
– volume: 86
  start-page: 4070
  year: 2003
  ident: pone.0289108.ref025
  article-title: Detection of Transgenic and Endogenous Plant DNA in Rumen Fluid, Duodenal Digesta, Milk, Blood, and Feces of Lactating Dairy Cows
  publication-title: J. Dairy Sci
  doi: 10.3168/jds.S0022-0302(03)74019-3
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Snippet 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...
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...
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SubjectTerms Analysis
Biology and Life Sciences
Cheese
Computer and Information Sciences
Consumers
Dairies
Dairy industry
Deoxyribonucleic acid
DNA
DNA barcoding
Ecology and Environmental Sciences
Flora
Food products
Genera
Genetic aspects
Genetic testing
International economic relations
Management
Medicine and Health Sciences
Milk
Physical Sciences
Plant species
Plants (botany)
Research and analysis methods
Statistical analysis
Taxonomy
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Title Assessment of residual plant DNA in bulk milk for Grana Padano PDO production by a metabarcoding approach
URI https://www.ncbi.nlm.nih.gov/pubmed/37490502
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http://dx.doi.org/10.1371/journal.pone.0289108
Volume 18
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