Tracing the geographical origin of Spanish mango (Mangifera indica L.) using stable isotopes ratios and multi-element profiles

被引:25
作者
Munoz-Redondo, J. M. [1 ]
Bertoldi, D. [2 ]
Tonon, A. [3 ]
Ziller, L. [3 ]
Camin, F. [3 ,4 ]
Moreno-Rojas, J. M. [1 ]
机构
[1] Andalusian Inst Agr & Fisheries Res & Training IF, Dept Food Sci & Hlth, Avda Menendez Pidal S-N, Cordoba 14071, Spain
[2] Fdn Edmund Mach, Dept Expt & Technol Serv, Technol Transfer Ctr, Via E Mach 1, I-38010 San Michele All Adige, Italy
[3] Fdn Edmund Mach, Dept Food Qual & Nutr, Res & Innovat Ctr, Via E Mach 1, I-38010 San Michele All Adige, Italy
[4] Univ Trento, Ctr Agr Food Environm C3A, San Michele All Adige, Trento, Italy
关键词
IRMS; ICP-MS; Geographical origin; Protected geographical indications; Multivariate analysis; PLS-DA; Stable isotopes;
D O I
10.1016/j.foodcont.2021.107961
中图分类号
TS2 [食品工业];
学科分类号
0832 ;
摘要
The stable isotopes of five bio-elements (813C, 815N, 834S, 82H, 818O) and the elemental composition profile combined with chemometrics were used to differentiate the geographical origin of commercial samples of mango, aimed at contributing to the existence of a Spanish protected geographical indication (PGI). Eighty commercial mangoes from all over the world (Spain, Mexico, Peru, Brazil, Ivory Coast, Equatorial Guinea and Senegal), collected during two consecutive harvests, were analysed and assessed by means of univariate and multivariate data analyses, establishing the main variation sources linked to the origin of the mangoes. The data obtained from each analytical platform were assessed separately and in combination, resulting in three models whose discriminatory power (Spanish vs others) was compared. The model fitted for the stable isotope approach yielded a sensitivity of 100%, meaning that the Spanish mangoes were correctly classified in all the cases, against the 97.6% for multi-element analysis. The combined use of stable isotopes and elemental composition led to the most accurate geographical discrimination of Spanish mangoes, making it possible to select three stable isotope ratios (815N, 818O, 834S) and six elements (Cd, Se, Cs, As, Pb and Ba) as the main indicators of the geographic origin of mango. The results of this study revealed the feasibility of tracing the provenance of mango through either of the two analytical strategies or by combining them to obtain a more accurate classification.
引用
收藏
页数:11
相关论文
共 60 条
  • [1] A traceability study on the Moscato wine chain
    Aceto, Maurizio
    Robotti, Elisa
    Oddone, Matteo
    Baldizzone, Massimo
    Bonifacino, Gabriella
    Bezzo, Guido
    Di Stefano, Rocco
    Gosetti, Fabio
    Mazzucco, Eleonora
    Manfredi, Marcello
    Marengo, Emilio
    [J]. FOOD CHEMISTRY, 2013, 138 (2-3) : 1914 - 1922
  • [2] Food traceability: New trends and recent advances. A review
    Badia-Melis, R.
    Mishra, P.
    Ruiz-Garcia, L.
    [J]. FOOD CONTROL, 2015, 57 : 393 - 401
  • [3] Nitrogen isotope composition of organically and conventionally grown crops
    Bateman, Alison S.
    Kelly, Simon D.
    Woolfe, Mark
    [J]. JOURNAL OF AGRICULTURAL AND FOOD CHEMISTRY, 2007, 55 (07) : 2664 - 2670
  • [4] Characterisation and geographical traceability of Italian goji berries
    Bertoldi, Daniela
    Cossignani, Lina
    Blasi, Francesca
    Perini, Matteo
    Barbero, Alice
    Pianezze, Silvia
    Montesano, Domenico
    [J]. FOOD CHEMISTRY, 2019, 275 : 585 - 593
  • [5] Multielemental fingerprinting and geographic traceability of Theobroma cacao beans and cocoa products
    Bertoldi, Daniela
    Barbero, Alice
    Camin, Federica
    Caligiani, Augusta
    Larcher, Roberto
    [J]. FOOD CONTROL, 2016, 65 : 46 - 53
  • [6] Botanical traceability of commercial tannins using the mineral profile and stable isotopes
    Bertoldi, Daniela
    Santato, Alessandro
    Paolini, Mauro
    Barbero, Alice
    Camin, Federica
    Nicolini, Giorgio
    Larcher, Roberto
    [J]. JOURNAL OF MASS SPECTROMETRY, 2014, 49 (09): : 792 - 801
  • [7] Elemental and isotopic characterisation of typical Italian alpine cheeses
    Bontempo, L.
    Larcher, R.
    Camin, F.
    Hoelzl, S.
    Rossmann, A.
    Horn, P.
    Nicolini, G.
    [J]. INTERNATIONAL DAIRY JOURNAL, 2011, 21 (06) : 441 - 446
  • [8] Coast and year effect on H, O and C stable isotope ratios of Tyrrhenian and Adriatic italian olive oils
    Bontempo, L.
    Camin, F.
    Larcher, R.
    Nicolini, G.
    Perini, M.
    Rossmann, A.
    [J]. RAPID COMMUNICATIONS IN MASS SPECTROMETRY, 2009, 23 (07) : 1043 - 1048
  • [9] Isotopic and elemental profiles of Mediterranean buffalo milk and cheese and authentication of Mozzarella di Bufala Campana PDO: An initial exploratory study
    Bontempo, Luana
    Barbero, Alice
    Bertoldi, Daniela
    Camin, Federica
    Larcher, Roberto
    Perini, Matteo
    Sepulcri, Angela
    Zicarelli, Luigi
    Piasentier, Edi
    [J]. FOOD CHEMISTRY, 2019, 285 : 316 - 323
  • [10] Traceability along the production chain of Italian tomato products on the basis of stable isotopes and mineral composition
    Bontempo, Luana
    Camin, Federica
    Manzocco, Lara
    Nicolini, Giorgio
    Wehrens, Ron
    Ziller, Luca
    Larcher, Roberto
    [J]. RAPID COMMUNICATIONS IN MASS SPECTROMETRY, 2011, 25 (07) : 899 - 909