Use of Chemometrics for Correlating Carobs Nutritional Compositional Values with Geographic Origin.

differential characteristics food constituents multivariate data analysis nutrients

Journal

Metabolites
ISSN: 2218-1989
Titre abrégé: Metabolites
Pays: Switzerland
ID NLM: 101578790

Informations de publication

Date de publication:
10 Feb 2020
Historique:
received: 18 12 2019
revised: 31 01 2020
accepted: 05 02 2020
entrez: 14 2 2020
pubmed: 14 2 2020
medline: 14 2 2020
Statut: epublish

Résumé

Carobs unique compositional and biological synthesis enables their characterization as functional foods. In the present study, 76 samples derived from fruit and seeds of carobs, with origin from the countries of the Mediterranean region (Cyprus, Greece, Italy, Spain, Turkey, Jordan and Palestine) were analyzed for their nutritional composition, in order to identify potential markers for their provenance and address the carobs' authenticity issue. Moisture, ash, fat, proteins, sugars (fructose, glucose, sucrose), dietary fibers and minerals (Ca, K, Mg, Na, P, Cu, Fe, Mn, Zn) were estimated following official methods. Due to the large number of data (76 samples × 17 parameters × 7 countries), chemometric techniques were employed to process them and extract conclusions. The samples of different geographical origin were discriminated with 79% success in total. The carobs from Cyprus, Italy and Spain were correctly classified without error. The main discriminators were found to be the dietary fibers, the carbohydrates and Cu, Zn and Mn, which emphasize their specific nutritional added value to the product and the country of origin impact. The results suggest that the proposed analytical approach is a powerful tool that enables the discrimination of carobs based on their country of origin. This research contributes to authenticity of carobs, adding value to local products.

Identifiants

pubmed: 32050624
pii: metabo10020062
doi: 10.3390/metabo10020062
pmc: PMC7074360
pii:
doi:

Types de publication

Journal Article

Langues

eng

Subventions

Organisme : Research Promotion Foundation
ID : Project: BlackGold INTEGRATED /0916/0019

Déclaration de conflit d'intérêts

The authors declare no conflict of interest. The funders had no role in the design of the study; in the collection, analyses, or interpretation of data; in the writing of the manuscript, or in the decision to publish the results.

Références

Environ Sci Pollut Res Int. 2019 Dec;26(35):35365-35374
pubmed: 30919189
Food Sci Nutr. 2018 Oct 04;6(8):2151-2161
pubmed: 30510716
Food Chem. 2019 Jun 15;283:675-687
pubmed: 30722926
J Food Drug Anal. 2018 Jan;26(1):260-267
pubmed: 29389563
Chin Med. 2019 Sep 30;14:40
pubmed: 31583011
Food Chem. 2019 Apr 25;278:144-162
pubmed: 30583355
Chem Soc Rev. 2012 Sep 7;41(17):5706-27
pubmed: 22729179
J Chromatogr B Analyt Technol Biomed Life Sci. 2019 May 1;1114-1115:76-85
pubmed: 30933879
J Agric Food Chem. 2003 Oct 8;51(21):6233-9
pubmed: 14518949
J Chromatogr B Analyt Technol Biomed Life Sci. 2019 May 15;1116:60-64
pubmed: 30986609
J AOAC Int. 2009 Sep-Oct;92(5):1484-518
pubmed: 19916387
J Adv Res. 2017 Dec 24;10:1-8
pubmed: 30046470
Int J Food Sci Nutr. 2007 Dec;58(8):652-8
pubmed: 17852490
Antioxidants (Basel). 2019 Nov 16;8(11):
pubmed: 31744100
J Agric Food Chem. 2005 Jun 29;53(13):5067-73
pubmed: 15969476
Rapid Commun Mass Spectrom. 2018 May 15;32(9):739-750
pubmed: 29486530

Auteurs

Rebecca Kokkinofta (R)

State General Laboratory, P.O.Box 28648, Nicosia, Cyprus.

Stelios Yiannopoulos (S)

State General Laboratory, P.O.Box 28648, Nicosia, Cyprus.

Marinos A Stylianou (MA)

Department of Chemistry, University of Cyprus, P.O. Box 20537, 1678 Nicosia, Cyprus.

Agapios Agapiou (A)

Department of Chemistry, University of Cyprus, P.O. Box 20537, 1678 Nicosia, Cyprus.

Classifications MeSH