Chemometric Analysis of Fatty Acids Profile of Ripening Chesses.

Ag+-HPLC-DAD GC-MS chemometrics cluster analysis conjugated fatty acids fatty acids linear discrimination analysis odd and branched fatty acids principal component analysis ripening cheese

Journal

Molecules (Basel, Switzerland)
ISSN: 1420-3049
Titre abrégé: Molecules
Pays: Switzerland
ID NLM: 100964009

Informations de publication

Date de publication:
15 Apr 2020
Historique:
received: 25 03 2020
revised: 09 04 2020
accepted: 11 04 2020
entrez: 25 4 2020
pubmed: 25 4 2020
medline: 20 1 2021
Statut: epublish

Résumé

The number of different types of cheese worldwide exceeds 4000 and dairy fat, composed of about 400 fatty acids (FA), is one of the most complex dietary fats. Cheeses are valuable sources of different bioactive FA, i.e., conjugated FA (CFA). The aim of present study was to determine FA profile of commercially available ripening cheeses, with the special emphasis on CFA profile. Multivariate analyses (cluster analysis (CA), principal component Analysis (PCA), and linear discriminant analysis (LDA)) of chromatographic data have been proposed as an objective approach for evaluation and data interpretation. CA enabled the differentiation of ripening cheeses from fresh cheeses and processed cheeses. PCA allowed to differentiate some types of ripening cheese whereas proposed LDA model, based on 22 analyzed FA, enabled assessing cheeses type with average predictive sensitivities of 86.5%. Results of present study clearly demonstrated that FA and CFA content may not only contribute to overall nutritional characteristics of cheese but also, when coupled with chemometric techniques, may be used as chemical biomarkers for assessing the origin and/or the type of ripening cheeses and the confirmation of their authenticity, which is of utmost importance for consumers.

Identifiants

pubmed: 32326473
pii: molecules25081814
doi: 10.3390/molecules25081814
pmc: PMC7221737
pii:
doi:

Substances chimiques

Dietary Fats 0
Fatty Acids 0

Types de publication

Journal Article

Langues

eng

Sous-ensembles de citation

IM

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Auteurs

Agnieszka Białek (A)

Department of Animal Improvement and Nutrigenomics, Institute of Genetics and Animal Breeding, Polish Academy of Sciences, Postępu 36A Jastrzębiec, 05-552 Magdalenka, Poland.

Małgorzata Białek (M)

Department of Animal Improvement and Nutrigenomics, Institute of Genetics and Animal Breeding, Polish Academy of Sciences, Postępu 36A Jastrzębiec, 05-552 Magdalenka, Poland.
The Kielanowski Institute of Animal Physiology and Nutrition, Polish Academy of Sciences, Instytucka 3, 05-110 Jabłonna, Poland.

Tomasz Lepionka (T)

Laboratory of Hygiene, Food and Nutrition, Military Institute of Hygiene and Epidemiology, Kozielska 4, 01-163 Warsaw, Poland.

Małgorzata Czerwonka (M)

Department of Bromatology, Medical University of Warsaw, Banacha 1, 02-097 Warsaw, Poland.

Marian Czauderna (M)

The Kielanowski Institute of Animal Physiology and Nutrition, Polish Academy of Sciences, Instytucka 3, 05-110 Jabłonna, Poland.

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Classifications MeSH