Abstract
This work proposes an extraction method based on the “dilute and shoot” approach and QuEChERS (Quick, Easy, Cheap, Effective, Rugged, and Safe) for the simultaneous determination of 42 mycotoxins (34 quantified and 8 qualitatively studied) in dried cocoa bean samples. The purpose of the developed methodology was the reduction of co-extractives from the matrix and an efficient extraction without a cleanup step, and subsequent analysis by liquid chromatography coupled to tandem mass spectrometry (LC-MS/MS). In order to obtain the best extraction conditions, gravimetric tests were performed and parameters that influenced the extraction efficiency were evaluated, such as the proportion of extraction phases, amount of salt, acidification, and extraction time. The performance of the developed method was evaluated to ensure its reliability. Considering the recovery range of 70–120% as an accuracy parameter, four of the mycotoxins under study (acetyl T-2, tenuazonic acid, wortmannin, and zearalenone) showed undesirable values at one of the levels evaluated. The repeatability of the method was assessed for 34 mycotoxins by the relative standard deviation (RSD%) of the responses, and all presented satisfactory values. The quantification limits ranged from 1.0 to 33.0 μg kg−1. Modification of the extraction methods made it possible to simultaneously analyze multiple mycotoxins, eliminating the need for the cleanup step, which led to analyte losses. The proposed methodology has a low cost, which makes it advantageous in routine analysis. It also has the potential for scope extension to cocoa-based foods, which are naturally exposed to a greater variety of mycotoxins.
![](http://media.springernature.com/lw685/springer-static/image/art%3A10.1007%2Fs00216-020-02390-5/MediaObjects/216_2020_2390_Figa_HTML.png)
Graphical abstract
![](http://media.springernature.com/m312/springer-static/image/art%3A10.1007%2Fs00216-020-02390-5/MediaObjects/216_2020_2390_Fig1_HTML.png)
![](http://media.springernature.com/m312/springer-static/image/art%3A10.1007%2Fs00216-020-02390-5/MediaObjects/216_2020_2390_Fig2_HTML.png)
![](http://media.springernature.com/m312/springer-static/image/art%3A10.1007%2Fs00216-020-02390-5/MediaObjects/216_2020_2390_Fig3_HTML.png)
![](http://media.springernature.com/m312/springer-static/image/art%3A10.1007%2Fs00216-020-02390-5/MediaObjects/216_2020_2390_Fig4_HTML.png)
![](http://media.springernature.com/m312/springer-static/image/art%3A10.1007%2Fs00216-020-02390-5/MediaObjects/216_2020_2390_Fig5_HTML.png)
Similar content being viewed by others
References
Mishra RK, Hayat A, Catanante G, Istamboulie G, Marty JL. Sensitive quantitation of ochratoxin A in cocoa beans using differential pulse voltammetry based aptasensor. Food Chem. 2016;192:799–804. https://doi.org/10.1016/j.foodchem.2015.07.080.
Dankyi E, Carboo D, Gordon C, Fomsgaard IS. Application of the QuEChERS procedure and LC–MS/MS for the assessment of neonicotinoid insecticide residues in cocoa beans and shells. J Food Compos Anal. 2015;44:149–57. https://doi.org/10.1016/j.jfca.2015.09.002.
Copetti MV, Iamanaka BT, Frisvad JC, Pereira JL, Taniwaki MH. Mycobiota of cocoa: from farm to chocolate. Food Microbiol. 2011;28(8):1499–504. https://doi.org/10.1016/j.fm.2011.08.005.
Copetti MV, Iamanaka BT, Pitt JI, Taniwaki MH. Fungi and mycotoxins in cocoa: from farm to chocolate. Int J Food Microbiol. 2014;178:13–20. https://doi.org/10.1016/j.ijfoodmicro.2014.02.023.
Krska R, de Nijs M, McNerney O, Pichler M, Gilbert J, Edwards S, et al. Safe food and feed through an integrated toolbox for mycotoxin management: the MyToolBox approach. World Mycotoxin J. 2016;9(4):487–95. https://doi.org/10.3920/wmj2016.2136.
Copetti MV, Iamanaka BT, Pereira JL, Lemes DP, Nakano F, Taniwaki MH. Co-occurrence of ochratoxin a and aflatoxins in chocolate marketed in Brazil. Food Control. 2012;26(1):36–41. https://doi.org/10.1016/j.foodcont.2011.12.023.
Manda P, Dano DS, Kouadio JH, Diakite A, Sangare-Tigori B, Ezoulin MJ, et al. Impact of industrial treatments on ochratoxin A content in artificially contaminated cocoa beans. Food Addit Contam Part A Chem Anal Control Expo Risk Assess. 2009;26(7):1081–8. https://doi.org/10.1080/02652030902894397.
Brasil, Agência Nacional de Vigilância Sanitária ANVISA. Resolução RDC n.°7, de 18 de fevereiro de 2011. Diário Oficial da República Federativa do Brasil. 2011(1):72.
Malachova A, Stranska M, Vaclavikova M, Elliott CT, Black C, Meneely J, et al. Advanced LC-MS-based methods to study the co-occurrence and metabolization of multiple mycotoxins in cereals and cereal-based food. Anal Bioanal Chem. 2018;410(3):801–25. https://doi.org/10.1007/s00216-017-0750-7.
Bolechová M, Benešová K, Běláková S, Čáslavský J, Pospíchalová M, Mikulíková R. Determination of seventeen mycotoxins in barley and malt in the Czech Republic. Food Control. 2015;47:108–13. https://doi.org/10.1016/j.foodcont.2014.06.045.
Sulyok M, Krska R, Schuhmacher R. A liquid chromatography/tandem mass spectrometric multi-mycotoxin method for the quantification of 87 analytes and its application to semi-quantitative screening of moldy food samples. Anal Bioanal Chem. 2007;389(5):1505–23. https://doi.org/10.1007/s00216-007-1542-2.
Desmarchelier A, Tessiot S, Bessaire T, Racault L, Fiorese E, Urbani A, et al. Combining the quick, easy, cheap, effective, rugged and safe approach and clean-up by immunoaffinity column for the analysis of 15 mycotoxins by isotope dilution liquid chromatography tandem mass spectrometry. J Chromatogr A. 2014;1337:75–84. https://doi.org/10.1016/j.chroma.2014.02.025.
Koesukwiwat U, Sanguankaew K, Leepipatpiboon N. Evaluation of a modified QuEChERS method for analysis of mycotoxins in rice. Food Chem. 2014;153:44–51. https://doi.org/10.1016/j.foodchem.2013.12.029.
Sulyok M, Berthiller F, Krska R, Schuhmacher R. Development and validation of a liquid chromatography/tandem mass spectrometric method for the determination of 39 mycotoxins in wheat and maize. Rapid Commun Mass Spectrom. 2006;20(18):2649–59. https://doi.org/10.1002/rcm.2640.
Sharmili K, **ap S, Sukor R. Development, optimization and validation of QuEChERS based liquid chromatography tandem mass spectrometry method for determination of multimycotoxin in vegetable oil. Food Control. 2016;70:152–60. https://doi.org/10.1016/j.foodcont.2016.04.035.
Pizzutti IR, de Kok A, Scholten J, Righi LW, Cardoso CD, Rohers GN, et al. Development, optimization and validation of a multimethod for the determination of 36 mycotoxins in wines by liquid chromatography-tandem mass spectrometry. Talanta. 2014;129:352–63. https://doi.org/10.1016/j.talanta.2014.05.017.
Malachova A, Sulyok M, Beltran E, Berthiller F, Krska R. Optimization and validation of a quantitative liquid chromatography-tandem mass spectrometric method covering 295 bacterial and fungal metabolites including all regulated mycotoxins in four model food matrices. J Chromatogr A. 2014;1362:145–56. https://doi.org/10.1016/j.chroma.2014.08.037.
Geary PA, Chen G, Kimanya ME, Shirima CP, Oplatowska-Stachowiak M, Elliott CT, et al. Determination of multi-mycotoxin occurrence in maize based porridges from selected regions of Tanzania by liquid chromatography tandem mass spectrometry (LC-MS/MS), a longitudinal study. Food Control. 2016;68:337–43. https://doi.org/10.1016/j.foodcont.2016.04.018.
da Silva LP, Madureira F, de Azevedo VE, Faria AF, Augusti R. Development and validation of a multianalyte method for quantification of mycotoxins and pesticides in rice using a simple dilute and shoot procedure and UHPLC-MS/MS. Food Chem. 2019;270:420–7. https://doi.org/10.1016/j.foodchem.2018.07.126.
Flores-Flores ME, Gonzalez-Penas E. An LC-MS/MS method for multi-mycotoxin quantification in cow milk. Food Chem. 2017;218:378–85. https://doi.org/10.1016/j.foodchem.2016.09.101.
Chamkasem N, Ollis LW, Harmon T, Lee S, Mercer G. Analysis of 136 pesticides in avocado using a modified QuEChERS method with LC-MS/MS and GC-MS/MS. J Agric Food Chem. 2013;61(10):2315–29. https://doi.org/10.1021/jf304191c.
European Commission Directorate-General for Health and Food Safety SANTE/11813/2017. Guidance document on analytical quality control and method validation procedures for pesticides residues analysis in food and feed. 2018. https://ec.europa.eu/food/sites/food/files/plant/docs/pesticides_mrl_guidelines_wrkdoc_2017-11813.pdf.
Wenzl T, Haedrich J, Schaechtele A, Robouch P, Stroka J. Guidance document on the estimation of LOD and LOQ for measurements in the field of contaminants in feed and food. Publications Office of the European Union. 2016. https://doi.org/10.2787/8931.
Lehotay SJ, Son KA, Kwon H, Koesukwiwat U, Fu W, Mastovska K, et al. Comparison of QuEChERS sample preparation methods for the analysis of pesticide residues in fruits and vegetables. J Chromatogr A. 2010;1217(16):2548–60. https://doi.org/10.1016/j.chroma.2010.01.044.
Anastassiades M, Lehotay SJ, Štajnbaher D, Schenk FJ. Fast and easy multiresidue method employing acetonitrile extraction/partitioning and “dispersive solid-phase extraction” for the determination of pesticide residues in produce. J AOAC Int. 2003;86(2):412–31.
Li Y, Zhu S, Feng Y, Xu F, Ma J, Zhong F. Influence of alkalization treatment on the color quality and the total phenolic and anthocyanin contents in cocoa powder. Food Sci Biotechnol. 2014;23(1):59–63.
Bryla M, Waskiewicz A, Podolska G, Szymczyk K, Jedrzejczak R, Damaziak K, et al. Occurrence of 26 mycotoxins in the grain of cereals cultivated in Poland. Toxins. 2016;8(6). https://doi.org/10.3390/toxins8060160.
Botrel BM, Abreu DC, Saczk AA, Bazana MJ, Coelho SM, PV ER, et al. Residual determination of anesthetic menthol in fishes by SDME/GC-MS. Food Chem. 2017;229:674–9. https://doi.org/10.1016/j.foodchem.2017.02.087.
Azaiez I, Giusti F, Sagratini G, Mañes J, Fernández-Franzón M. Multi-mycotoxins analysis in dried fruit by LC/MS/MS and a modified QuEChERS procedure. Food Anal Methods. 2014;7(4):935–45. https://doi.org/10.1007/s12161-013-9785-3.
Lohrey L, Marschik S, Cramer B, Humpf HU. Large-scale synthesis of isotopically labeled 13C2-tenuazonic acid and development of a rapid HPLC-MS/MS method for the analysis of tenuazonic acid in tomato and pepper products. J Agric Food Chem. 2013;61(1):114–20. https://doi.org/10.1021/jf305138k.
von Bargen KW, Lohrey L, Cramer B, Humpf HU. Analysis of the Fusarium mycotoxin moniliformin in cereal samples using 13C2-moniliformin and high-resolution mass spectrometry. J Agric Food Chem. 2012;60(14):3586–91. https://doi.org/10.1021/jf300323d.
Zhao H, Chen X, Shen C, Qu B. Determination of 16 mycotoxins in vegetable oils using a QuEChERS method combined with high-performance liquid chromatography-tandem mass spectrometry. Food Addit Contam Part A Chem Anal Control Expo Risk Assess. 2017;34(2):255–64. https://doi.org/10.1080/19440049.2016.1266096.
Brasil, Ministério da Agricultura Pecuária e Abastecimento MAPA. Manual de garantia da qualidade analítica, Secretaria de Defesa Agropecuária, Brasília: MAPA/ACS, 2011:227. http://www.agricultura.gov.br/assuntos/laboratorios/arquivos-publicacoes-laboratorio/manual-de-garantia-analitica-ilovepdf-compressed-ilovepdf-compressed.pdf/@@download/file/Manual-de-Garantia-Analitica-ilovepdf-compressed-ilovepdf-compressed.pdf. Accessed 11 Nov 2019.
Acknowledgments
This work was carried out with the support of Coordenação de Aperfeiçoamento de Pessoal de Nível Superior – Brazil (CAPES) – Financing code 001. The authors also thank the Laboratório de Controle de Qualidade e Segurança Alimentar (LACQSA-BH), Laboratório Nacional Agropecuário de Minas Gerais (LANAGRO-MG) and Laboratório de Analítica e Eletroanalítica da Universidade Federal de Lavras (LAE-UFLA) by the assignment of the facilities and equipment for the accomplishment of this work.
Author information
Authors and Affiliations
Corresponding author
Ethics declarations
Conflict of interest
The authors declare no conflicts of interest.
Additional information
Publisher’s note
Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.
Electronic supplementary material
ESM 1
(PDF 435 kb)
Rights and permissions
About this article
Cite this article
Abreu, D.C.P., da Silva Oliveira, F.A., Vargas, E.A. et al. Methodology development based on “dilute and shoot” and QuEChERS for determination of multiple mycotoxins in cocoa by LC-MS/MS. Anal Bioanal Chem 412, 1757–1767 (2020). https://doi.org/10.1007/s00216-020-02390-5
Received:
Revised:
Accepted:
Published:
Issue Date:
DOI: https://doi.org/10.1007/s00216-020-02390-5