Multielemental fingerprinting and geographic traceability of Theobroma cacao beans and cocoa products

被引:122
作者
Bertoldi, Daniela [1 ]
Barbero, Alice [1 ]
Camin, Federica [1 ]
Caligiani, Augusta [2 ]
Larcher, Roberto [1 ]
机构
[1] IASMA Fdn Edmund Mach, Via E Mach 1, San Michele All Adige, Italy
[2] Univ Parma, Dipartimento Sci Alimenti, Parco Area Sci 59A, I-43124 Parma, Italy
关键词
Cocoa bean; Dark chocolate; ICP-MS; Elemental profile; Geographic origin; ANTIOXIDANT ACTIVITY; LEAD CONTAMINATION; STABLE-ISOTOPES; TRACE-ELEMENTS; L; BEANS; CHOCOLATE; CADMIUM; ORIGIN; FERMENTATION; PROFILES;
D O I
10.1016/j.foodcont.2016.01.013
中图分类号
TS2 [食品工业];
学科分类号
0832 ;
摘要
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, T1, 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). (C) 2016 Elsevier Ltd. All rights reserved.
引用
收藏
页码:46 / 53
页数:8
相关论文
共 39 条
[1]  
Afoakwa E. O., 2013, International Food Research Journal, V20, P1215
[2]   Chemical composition and physical quality characteristics of Ghanaian cocoa beans as affected by pulp pre-conditioning and fermentation [J].
Afoakwa, Emmanuel Ohene ;
Quao, Jennifer ;
Takrama, Jemmy ;
Budu, Agnes Simpson ;
Saalia, Firibu Kwesi .
JOURNAL OF FOOD SCIENCE AND TECHNOLOGY-MYSORE, 2013, 50 (06) :1097-1105
[3]  
[Anonymous], [No title captured]
[4]   Nutrient and antinutrient profiles of raw and fermented cocoa beans [J].
Aremu, CY ;
Agiang, MA ;
Ayatse, JOI .
PLANT FOODS FOR HUMAN NUTRITION, 1995, 48 (03) :217-223
[5]   Protective Activity of Theobroma cacao L. Phenolic Extract on AML12 and MLP29 Liver Cells by Preventing Apoptosis and Inducing Autophagy [J].
Arlorio, Marco ;
Bottini, Consuelo ;
Travaglia, Fabiano ;
Locatelli, Monica ;
Bordiga, Matteo ;
Coisson, Jean Daniel ;
Martelli, Aldo ;
Tessitore, Luciana .
JOURNAL OF AGRICULTURAL AND FOOD CHEMISTRY, 2009, 57 (22) :10612-10618
[6]   Botanical traceability of commercial tannins using the mineral profile and stable isotopes [J].
Bertoldi, Daniela ;
Santato, Alessandro ;
Paolini, Mauro ;
Barbero, Alice ;
Camin, Federica ;
Nicolini, Giorgio ;
Larcher, Roberto .
JOURNAL OF MASS SPECTROMETRY, 2014, 49 (09) :792-801
[7]   GC-MS detection of chiral markers in cocoa beans of different quality and geographic origin [J].
Caligiani, Augusta ;
Cirlini, Martina ;
Palla, Gerardo ;
Ravaglia, Roberta ;
Arlorio, Marco .
CHIRALITY, 2007, 19 (04) :329-334
[8]   Application of 1H NMR for the characterisation of cocoa beans of different geographical origins and fermentation levels [J].
Caligiani, Augusta ;
Palla, Luigi ;
Acquotti, Domenico ;
Marseglia, Angela ;
Palla, Gerardo .
FOOD CHEMISTRY, 2014, 157 :94-99
[9]   1H NMR Study of Fermented Cocoa (Theobroma cacao L.) Beans [J].
Caligiani, Augusta ;
Acquotti, Domenico ;
Cirlini, Martina ;
Palla, Gerardo .
JOURNAL OF AGRICULTURAL AND FOOD CHEMISTRY, 2010, 58 (23) :12105-12111
[10]   Comparison of polyphenol, methylxanthines and antioxidant activity in Theobroma cacao beans from different cocoa-growing areas in Colombia [J].
Carrillo, Luis C. ;
Londono-Londono, Julian ;
Gil, Andres .
FOOD RESEARCH INTERNATIONAL, 2014, 60 :273-280