Multielemental fingerprinting and geographic traceability of Theobroma cacao beans and cocoa products. (July 2016)
- Record Type:
- Journal Article
- Title:
- Multielemental fingerprinting and geographic traceability of Theobroma cacao beans and cocoa products. (July 2016)
- Main Title:
- Multielemental fingerprinting and geographic traceability of Theobroma cacao beans and cocoa products
- Authors:
- Bertoldi, Daniela
Barbero, Alice
Camin, Federica
Caligiani, Augusta
Larcher, Roberto - Abstract:
- Abstract: Cocoa is a high-value commodity that appeals to the consumer's taste, but it is also renowned for its antioxidant and healthy properties. Many of these characteristics as well as flavour and its economic value depend on the geographic origin. This work reports the content of 56 macro-, micro- and trace-elements of 61 cocoa beans produced in 23 countries of East and West Africa, Asia and Central and South America using ICP-MS and tests the efficacy and robustness of a new chemometric approach of geographic traceability developed on the base of elemental profiles. The model based on the 29 elements (Ag, As, Ba, Be, Bi, Ca, Cd, Co, Cr, Cs, Cu, Fe, Ga, Hg, K, Li, Mg, Mn, Na, Ni, P, Rb, Se, Sr, Th, Tl, U, Y and Zn) indicated as the more predictive by the Discriminant Analysis provided an optimal discrimination among the 5 subcontinental origins, achieving 100% of correct re-classification. The model was cross-validated with satisfactory results (>85% correct reclassification). Finally, interesting opportunities were pointed out by the satisfactory application of this model in tracing back the subcontinental origin of 13 commercial samples of dark chocolate (77% correct reclassification). Highlights: The composition of 56 macro-, micro and trace elements in cocoa beans is reported. A new statistical model to identify cocoa origin using elemental profiles is developed. The model is cross-validated with satisfactory results. The model could be applied also for commercialAbstract: Cocoa is a high-value commodity that appeals to the consumer's taste, but it is also renowned for its antioxidant and healthy properties. Many of these characteristics as well as flavour and its economic value depend on the geographic origin. This work reports the content of 56 macro-, micro- and trace-elements of 61 cocoa beans produced in 23 countries of East and West Africa, Asia and Central and South America using ICP-MS and tests the efficacy and robustness of a new chemometric approach of geographic traceability developed on the base of elemental profiles. The model based on the 29 elements (Ag, As, Ba, Be, Bi, Ca, Cd, Co, Cr, Cs, Cu, Fe, Ga, Hg, K, Li, Mg, Mn, Na, Ni, P, Rb, Se, Sr, Th, Tl, U, Y and Zn) indicated as the more predictive by the Discriminant Analysis provided an optimal discrimination among the 5 subcontinental origins, achieving 100% of correct re-classification. The model was cross-validated with satisfactory results (>85% correct reclassification). Finally, interesting opportunities were pointed out by the satisfactory application of this model in tracing back the subcontinental origin of 13 commercial samples of dark chocolate (77% correct reclassification). Highlights: The composition of 56 macro-, micro and trace elements in cocoa beans is reported. A new statistical model to identify cocoa origin using elemental profiles is developed. The model is cross-validated with satisfactory results. The model could be applied also for commercial dark chocolates. … (more)
- Is Part Of:
- Food control. Volume 65(2016:Jul.)
- Journal:
- Food control
- Issue:
- Volume 65(2016:Jul.)
- Issue Display:
- Volume 65 (2016)
- Year:
- 2016
- Volume:
- 65
- Issue Sort Value:
- 2016-0065-0000-0000
- Page Start:
- 46
- Page End:
- 53
- Publication Date:
- 2016-07
- Subjects:
- Cocoa bean -- Dark chocolate -- ICP-MS -- Elemental profile -- Geographic origin
Food -- Quality -- Periodicals
Food -- Analysis -- Periodicals
Food handling -- Periodicals
Food industry and trade -- Quality control -- Periodicals
Aliments -- Industrie et commerce -- Qualité -- Contrôle -- Périodiques
Aliments -- Qualité -- Périodiques
Aliments -- Analyse -- Périodiques
Hygiène alimentaire -- Périodiques
Food -- Analysis
Food handling
Food -- Quality
Periodicals
Electronic journals
664.07 - Journal URLs:
- http://www.sciencedirect.com/science/journal/09567135 ↗
http://www.elsevier.com/journals ↗ - DOI:
- 10.1016/j.foodcont.2016.01.013 ↗
- Languages:
- English
- ISSNs:
- 0956-7135
- Deposit Type:
- Legaldeposit
- View Content:
- Available online (eLD content is only available in our Reading Rooms) ↗
- Physical Locations:
- British Library DSC - 3977.291500
British Library DSC - BLDSS-3PM
British Library HMNTS - ELD Digital store - Ingest File:
- 2541.xml