Assessing Serra da Estrela PDO cheeses’ origin-production date using fatty acids profiles
Autor(a) principal: | |
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Data de Publicação: | 2018 |
Outros Autores: | , , , , , |
Tipo de documento: | Artigo |
Idioma: | eng |
Título da fonte: | Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) |
Texto Completo: | http://hdl.handle.net/10198/19903 |
Resumo: | Serra da Estrela is a Portuguese traditional cheese produced with raw ewe’s milk from “Churra Mondegueira” and “Bordaleira” autochthonous breeds and the wild thistle flower (Cynara cardunculus L.), which benefits from the status of Protected Designation of Origin. Cheese chemical composition, namely the fatty acids profile, depends on milk composition and on manufacturing practices. Thus, the identification of possible chemical biomarkers capable of classifying Serra da Estrela cheeses according to the dairy manufacturing plant, geographical origin or production date would be of utmost relevance for producers and consumers. A typical fatty acids profile, including 23 saturated and unsaturated fatty acids, was identified for the studied cheeses, being butyric, caproic, caprilic, capric, lauric, miristic, palmitic, stearic, oleic, linoleic and its trans-isomer and α-linolenic acids the most abundant ones (relative mean abundances ranging from 1.4% ± 0.5% to 23.9% ± 1.9%). Linear discriminant models were established based on the most discriminative fatty acids (namely, caproic, caprilic, undecanoic, lauric, pentadecanoic, palmitic, palmitoleic, heptadecanoic, oleic, linoleic trans-isomer, heneicosanoic and arachidonic acids) that included less abundant fatty acids, which were selected using the simulated annealing algorithm. The established models enabled assessing cheeses’ origin (models based on 10–12 fatty acids) and/or production date (model based on 20 fatty acids) with predictive sensitivities of 71–88%. Therefore, fatty acids profiles coupled with chemometric techniques, could be foreseen as a fingerprint of cheese’s genuineness, enhancing the consumers’ confidence when purchasing this high-value cheese. |
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Assessing Serra da Estrela PDO cheeses’ origin-production date using fatty acids profilesFatty acids profileLinear discriminant analysisOrigin assessmentSerra da Estrela cheeseSimulated annealing algorithmSerra da Estrela is a Portuguese traditional cheese produced with raw ewe’s milk from “Churra Mondegueira” and “Bordaleira” autochthonous breeds and the wild thistle flower (Cynara cardunculus L.), which benefits from the status of Protected Designation of Origin. Cheese chemical composition, namely the fatty acids profile, depends on milk composition and on manufacturing practices. Thus, the identification of possible chemical biomarkers capable of classifying Serra da Estrela cheeses according to the dairy manufacturing plant, geographical origin or production date would be of utmost relevance for producers and consumers. A typical fatty acids profile, including 23 saturated and unsaturated fatty acids, was identified for the studied cheeses, being butyric, caproic, caprilic, capric, lauric, miristic, palmitic, stearic, oleic, linoleic and its trans-isomer and α-linolenic acids the most abundant ones (relative mean abundances ranging from 1.4% ± 0.5% to 23.9% ± 1.9%). Linear discriminant models were established based on the most discriminative fatty acids (namely, caproic, caprilic, undecanoic, lauric, pentadecanoic, palmitic, palmitoleic, heptadecanoic, oleic, linoleic trans-isomer, heneicosanoic and arachidonic acids) that included less abundant fatty acids, which were selected using the simulated annealing algorithm. The established models enabled assessing cheeses’ origin (models based on 10–12 fatty acids) and/or production date (model based on 20 fatty acids) with predictive sensitivities of 71–88%. Therefore, fatty acids profiles coupled with chemometric techniques, could be foreseen as a fingerprint of cheese’s genuineness, enhancing the consumers’ confidence when purchasing this high-value cheese.This work was financially supported by Associ- ate Laboratory LSRE-LCM - UID/EQU/50020/2019, strategic funding UID/BIO/04469/2019-CEB and BioTecNorte operation (NORTE-01-0145-FEDER-000004), and strategic project PEst-OE/AGR/UI0690/2014 –CIMO funded by—funded by national funds through FCT/MCTES (PIDDAC). The authors would also like to acknowledge the funding provided by the approved Project, with reference 02/SAICT/ 2016/23290, entitled Characterization and Valorization of QSE PDO and its ability for health promotion (QCLASSE), financed by FCT.Biblioteca Digital do IPBLima, M.J. ReisBahri, HamdiMorais, Jorge SáVeloso, Ana C.A.Fontes, LuísaLemos, Edite Teixeira dePeres, António M.2018-01-19T10:00:00Z20192019-01-01T00:00:00Zinfo:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/articleapplication/pdfhttp://hdl.handle.net/10198/19903engReis Lima, M. J.; Bahri, Hamdi; Sá Morais, Jorge; Veloso, Ana C.A.; Fontes, Luísa; Lemos, Edite T.; Peres, António M. (2019). Assessing Serra da Estrela PDO cheeses’ origin-production date using fatty acids profiles. Journal of Food Measurement and Characterization. ISSN 2193-4126. 13, p. 2988-29972193-412610.1007/s11694-019-00219-zinfo:eu-repo/semantics/openAccessreponame:Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)instname:Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informaçãoinstacron:RCAAP2023-11-21T10:45:58Zoai:bibliotecadigital.ipb.pt:10198/19903Portal AgregadorONGhttps://www.rcaap.pt/oai/openaireopendoar:71602024-03-19T23:10:54.418294Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) - Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informaçãofalse |
dc.title.none.fl_str_mv |
Assessing Serra da Estrela PDO cheeses’ origin-production date using fatty acids profiles |
title |
Assessing Serra da Estrela PDO cheeses’ origin-production date using fatty acids profiles |
spellingShingle |
Assessing Serra da Estrela PDO cheeses’ origin-production date using fatty acids profiles Lima, M.J. Reis Fatty acids profile Linear discriminant analysis Origin assessment Serra da Estrela cheese Simulated annealing algorithm |
title_short |
Assessing Serra da Estrela PDO cheeses’ origin-production date using fatty acids profiles |
title_full |
Assessing Serra da Estrela PDO cheeses’ origin-production date using fatty acids profiles |
title_fullStr |
Assessing Serra da Estrela PDO cheeses’ origin-production date using fatty acids profiles |
title_full_unstemmed |
Assessing Serra da Estrela PDO cheeses’ origin-production date using fatty acids profiles |
title_sort |
Assessing Serra da Estrela PDO cheeses’ origin-production date using fatty acids profiles |
author |
Lima, M.J. Reis |
author_facet |
Lima, M.J. Reis Bahri, Hamdi Morais, Jorge Sá Veloso, Ana C.A. Fontes, Luísa Lemos, Edite Teixeira de Peres, António M. |
author_role |
author |
author2 |
Bahri, Hamdi Morais, Jorge Sá Veloso, Ana C.A. Fontes, Luísa Lemos, Edite Teixeira de Peres, António M. |
author2_role |
author author author author author author |
dc.contributor.none.fl_str_mv |
Biblioteca Digital do IPB |
dc.contributor.author.fl_str_mv |
Lima, M.J. Reis Bahri, Hamdi Morais, Jorge Sá Veloso, Ana C.A. Fontes, Luísa Lemos, Edite Teixeira de Peres, António M. |
dc.subject.por.fl_str_mv |
Fatty acids profile Linear discriminant analysis Origin assessment Serra da Estrela cheese Simulated annealing algorithm |
topic |
Fatty acids profile Linear discriminant analysis Origin assessment Serra da Estrela cheese Simulated annealing algorithm |
description |
Serra da Estrela is a Portuguese traditional cheese produced with raw ewe’s milk from “Churra Mondegueira” and “Bordaleira” autochthonous breeds and the wild thistle flower (Cynara cardunculus L.), which benefits from the status of Protected Designation of Origin. Cheese chemical composition, namely the fatty acids profile, depends on milk composition and on manufacturing practices. Thus, the identification of possible chemical biomarkers capable of classifying Serra da Estrela cheeses according to the dairy manufacturing plant, geographical origin or production date would be of utmost relevance for producers and consumers. A typical fatty acids profile, including 23 saturated and unsaturated fatty acids, was identified for the studied cheeses, being butyric, caproic, caprilic, capric, lauric, miristic, palmitic, stearic, oleic, linoleic and its trans-isomer and α-linolenic acids the most abundant ones (relative mean abundances ranging from 1.4% ± 0.5% to 23.9% ± 1.9%). Linear discriminant models were established based on the most discriminative fatty acids (namely, caproic, caprilic, undecanoic, lauric, pentadecanoic, palmitic, palmitoleic, heptadecanoic, oleic, linoleic trans-isomer, heneicosanoic and arachidonic acids) that included less abundant fatty acids, which were selected using the simulated annealing algorithm. The established models enabled assessing cheeses’ origin (models based on 10–12 fatty acids) and/or production date (model based on 20 fatty acids) with predictive sensitivities of 71–88%. Therefore, fatty acids profiles coupled with chemometric techniques, could be foreseen as a fingerprint of cheese’s genuineness, enhancing the consumers’ confidence when purchasing this high-value cheese. |
publishDate |
2018 |
dc.date.none.fl_str_mv |
2018-01-19T10:00:00Z 2019 2019-01-01T00:00:00Z |
dc.type.status.fl_str_mv |
info:eu-repo/semantics/publishedVersion |
dc.type.driver.fl_str_mv |
info:eu-repo/semantics/article |
format |
article |
status_str |
publishedVersion |
dc.identifier.uri.fl_str_mv |
http://hdl.handle.net/10198/19903 |
url |
http://hdl.handle.net/10198/19903 |
dc.language.iso.fl_str_mv |
eng |
language |
eng |
dc.relation.none.fl_str_mv |
Reis Lima, M. J.; Bahri, Hamdi; Sá Morais, Jorge; Veloso, Ana C.A.; Fontes, Luísa; Lemos, Edite T.; Peres, António M. (2019). Assessing Serra da Estrela PDO cheeses’ origin-production date using fatty acids profiles. Journal of Food Measurement and Characterization. ISSN 2193-4126. 13, p. 2988-2997 2193-4126 10.1007/s11694-019-00219-z |
dc.rights.driver.fl_str_mv |
info:eu-repo/semantics/openAccess |
eu_rights_str_mv |
openAccess |
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application/pdf |
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