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Validation and application of an analytical method for the determination of mycotoxins in crackers by UPLC-MS/MS

Abstract

An analytical method applying ultra-performance liquid chromatography-tandem mass spectrometry (UPLC-MS/MS) was validated for the determination of aflatoxins M2, M1, G2, G1, B2, B1, deoxynivalenol, ochratoxin A, fumonisins B1 and B2, hydrolyzed fumonisins B1 and B2, zearalenone and sterigmatocystin in crackers. The obtained recoveries (70 to 110%) and relative standard deviations (< 13%) were considered satisfactory. Method limits of quantification ranged from 0.20 µg kg-1 (sterigmatocystin) to 12.27 µg kg-1 (deoxynivalenol). The validated method was then applied for mycotoxin determination in 60 cracker samples (cream crackers and water and salt crackers) obtained from the metropolitan area of the state of Rio de Janeiro, RJ. Deoxynivalenol, zearalenone and fumonisin B1 were found, respectively, in 100, 50 and 28% of the analyzed samples. The maximum permissible limits established by Brazilian legislation for deoxynivalenol and zearalenone were not exceeded in the analyzed samples.

Keywords:
mycotoxins; UPLC-MS/MS; cracker; wheat-based biscuits

1 Introduction

Mycotoxins are toxic substances produced naturally as secondary metabolites by several filamentous fungi. These compounds are considered food contaminants, responsible by agriculture and public health problems (International Agency for Research on Cancer, 1993International Agency for Research on Cancer. (1993). Evaluation of carcinogen risks to humans. Some naturally occurring substances: foods items and constituents, heterocyclic aromatic amines and mycotoxins. IARC Monographs on the Evaluation of Carcinogenic Risks to Humans, 56, 489-521. PMid:8411629.; Peraica et al., 1999Peraica, M., Radic, B., Lucic, A., & Pavlovic, M. (1999). Toxic effects of mycotoxins in humans. Bulletin of the World Health Organization, 77(9), 754-766. PMid:10534900.; International Agency for Research on Cancer, 2002International Agency for Research on Cancer. (2002). Some traditional herbal medicines, some mycotoxins, naphthalene and styrene. IARC Monographs on the evaluation of carcinogenic risks to humans. IARC Monographs, 82, 301-366.; Murphy et al., 2006Murphy, P. A., Hendrich, S., Landgren, C., & Bryant, C. M. (2006). Food mycotoxins: an update. Journal of Food Science, 71(5), 51-65. http://dx.doi.org/10.1111/j.1750-3841.2006.00052.x.
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Aflatoxins B1, B2, G1 and G2, deoxynivalenol, fumonisins B1 and B2, ochratoxin A and zearalenone have been established as the main mycotoxins detected in cereals and cereal-based products and their contamination levels have been regulated in food worldwide (Lee & Ryu, 2017Lee, H. J., & Ryu, D. (2017). Worldwide occurrence of mycotoxins in cereals and cereal-derived food products: public health perspectives of their co-occurrence. Journal of Agricultural and Food Chemistry, 65(33), 7034-7051. http://dx.doi.org/10.1021/acs.jafc.6b04847. PMid:27976878.
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), have also been found in these foods. Aflatoxins M1 and M2 can also be produced by fungi, albeit in minor amounts (Bräse et al., 2009Bräse, S., Encinas, A., Keck, J., & Nising, C. F. (2009). chemistry and biology of mycotoxins and related fungal metabolites. Chemical Reviews, 109(9), 3903-3990. http://dx.doi.org/10.1021/cr050001f. PMid:19534495.
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) and have been reported in both milk and other foodstuffs, such as cereals (Shotwell et al., 1976Shotwell, O. L., Goulden, M. L., & Hesseltine, C. W. (1976). Aflatoxin M1. Occurrence in stored and freshly harvested corn. Journal of Agricultural and Food Chemistry, 24(3), 683-684. http://dx.doi.org/10.1021/jf60205a018. PMid:818145.
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; Sartori et al., 2015Sartori, A. V., Mattos, J. S., Souza, Y. P., Santos, R. P., Moraes, M. H. P., & Nóbrega, A. W. (2015). Determination of aflatoxins M1, M2, B1, B2, G1 and G2 in peanut by modified QuEChERS method and ultra-high performance liquid chromatography-tandem mass spectrometry. Revista Visa em Debate, 3, 115-121.).

Several mycotoxins, mainly deoxynivalenol and zearalenone, have been reported in wheat and wheat products in several countries (Pussemier et al., 2006Pussemier, L., Piérard, J. Y., Anselme, M., Tangni, E. K., Motte, J. C., & Larondelle, Y. (2006). Development and application of analytical methods for the determination of mycotoxins in organic and conventional wheat. Food Additives and Contaminants, 23(11), 1208-1218. http://dx.doi.org/10.1080/02652030600699312. PMid:17071524.
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; Tanaka et al., 2010Tanaka, H., Sugita-Konishi, Y., Takino, M., Tanaka, T., Toriba, A., & Hayakawa, K. (2010). A survey of the occurrence of Fusarium mycotoxins in biscuits in Japan by using LC/MS. Journal of Health Science, 56(2), 188-194. http://dx.doi.org/10.1248/jhs.56.188.
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; González-Osnaya & Farrés, 2011González-Osnaya, L., & Farrés, A. (2011). Deoxynivalenol and zearalenone in Fusarium-contaminated wheat in México City. Food Additives and Contaminants, 4(1), 71-78. http://dx.doi.org/10.1080/19393210.2011.551944. PMid:24779666.
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; Mishra et al., 2013Mishra, S., Ansari, M. K., Dwivedi, D. P., Pandey, P. H., & Das, M. (2013). Occurrence of deoxynivalenol in cereals and exposure risk assessment in Indian population. Food Control, 30(2), 549-555. http://dx.doi.org/10.1016/j.foodcont.2012.07.041.
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). In Brazil, a high occurrence of deoxynivalenol in wheat has been described (Lamardo et al., 2006Lamardo, L. C. A., Navas, S. A., & Sabino, M. (2006). Desoxinivalenol (DON) em trigo e farinha de trigo comercializados na cidade de São Paulo. Revista do Instituto Adolfo Lutz, 65(1), 32-35.; Santos et al., 2011Santos, J. S., Oliveira, T. M., Martins, L. M., Hashimoto, E. H., Bassoi, M. C., Pires, J. L. F., Miranda, M. Z., Garcia, S., Itano, E. N., Ono, E. Y. S., Kawamura, O., & Hirooka, E. Y. (2011). Monitoramento e nível de ingestão de desoxinivalenol por trigo. Semina Ciências Agrárias, 32(4), 1439-1450. http://dx.doi.org/10.5433/1679-0359.2011v32n4p1439.
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). However, scarce studies directed to the determination of mycotoxins in wheat products in the country are available (Oliveira et al., 2000Oliveira, Q., Soares, L. M. V., & Sawazaki, E. (2000). Levantamento da incidência de desoxinivalenol, diacetoxiscirpenol e toxina T2 em híbridos de milho pipoca plantados no Estado de São Paulo e em milho pipoca comercializado na Cidade de Campinas, SP. Food Science and Technology (Campinas), 21(3), 330-333. http://dx.doi.org/10.1590/S0101-20612001000300014.
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; Almeida et al., 2016Almeida, A. P., Lamardo, L. C. A., Shundo, L., Silva, S. A., Navas, S. A., Alaburda, J., Ruvieri, V., & Sabino, M. (2016). Occurrence of deoxynivalenol in wheat flour, instant noodle and biscuits commercialized in Brazil. Food Additives and Contaminants, 9(4), 251-255. http://dx.doi.org/10.1080/19393210.2016.1195880. PMid:27300261.
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).

In 2015, Brazil produced 5 to 6 million tons of wheat (Instituto Brasileiro de Geografia e Estatística, 2015Instituto Brasileiro de Geografia e Estatística. (2015). Rio de Janeiro: IBGE. Retrieved from http://www.ibge.gov.br/home/estatistica/indicadores/agropecuaria/lspa/lspa_2015.pdf
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) and domestic consumption was of approximately 11 million tons (Empresa Brasileira de Pesquisa Agropecuária, 2015Empresa Brasileira de Pesquisa Agropecuária – EMBRAPA. (2015). 2014 – Estatística - Trigo em números. Passo Fundo: Embrapa. Retrieved from http://www.cnpt.embrapa.br/pesquisa/economia/2014_01_TRIGO%20em%20numeros.pdf
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). Wheat is the raw material for the manufacture of many products consumed daily by the population (Almeida et al., 2016Almeida, A. P., Lamardo, L. C. A., Shundo, L., Silva, S. A., Navas, S. A., Alaburda, J., Ruvieri, V., & Sabino, M. (2016). Occurrence of deoxynivalenol in wheat flour, instant noodle and biscuits commercialized in Brazil. Food Additives and Contaminants, 9(4), 251-255. http://dx.doi.org/10.1080/19393210.2016.1195880. PMid:27300261.
http://dx.doi.org/10.1080/19393210.2016....
). Brazil is the second largest biscuit producer, producing over one million tons in 2013. The per capita consumption of this product in Brazil in 2015 was of 8.47 kg, and crackers were responsible for 21.4% of this consumption. In 2014, 354 thousand tons of cracker and water and salt crackers were sold, the second most commercialized type of biscuit in Brazil (Associação Brasileira das Indústrias de Biscoitos, Massas Alimentícias e Pães & Bolos Industrializados, 2015Associação Brasileira das Indústrias de Biscoitos, Massas Alimentícias e Pães & Bolos Industrializados. (2015). Dados estatísticos. São Paulo: ABIMAPI. Retrieved from http://abimapi.com.br/cloud/ABIMAPI_ANUARIO_2015.pdf
http://abimapi.com.br/cloud/ABIMAPI_ANUA...
). Crackers are an industrialized product containing 90% wheat in their formulation (Scudamore et al., 2009Scudamore, K. A., Hazel, C. M., Patel, S., & Scriven, F. (2009). Deoxynivalenol and other Fusarium mycotoxins in bread, cake, and biscuits produced from UK-grown wheat under commercial and pilot scale conditions. Food Additives and Contaminants, 26(8), 1191-1198. http://dx.doi.org/10.1080/02652030902919426.
http://dx.doi.org/10.1080/02652030902919...
). Despite the relative importance to consumer health due to the high consumption of this product, only one study has reported contamination by deoxynivalenol in crackers in the country (Souza et al., 2015Souza, T. D., Caldas, S. S., Primel, E. G., & Furlong, E. B. (2015). Exposure to deoxynivalenol, Ht-2 and T-2 toxins by consumption of wheat-based product in southern Brazil. Food Control, 50, 789-793. http://dx.doi.org/10.1016/j.foodcont.2014.10.015.
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).

Diverse analytical approaches have been developed aiming at the determination of mycotoxins in food, highlighting the growing application of the liquid chromatography-tandem mass spectrometry (LC-MS/MS) technique in the last years (Krska et al., 2008Krska, R., Schubert-Ullrich, P., Molinelli, A., Sulyok, M., Macdonald, S., & Crews, C. (2008). Mycotoxin analysis: an update. Food Additives and Contaminants, 25(2), 152-163. http://dx.doi.org/10.1080/02652030701765723. PMid:18286405.
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; Cigić & Prosen, 2009Cigić, I. K., & Prosen, H. (2009). An overview of conventional and emerging analytical methods for the determination of mycotoxins. International Journal of Molecular Sciences, 10(1), 62-115. http://dx.doi.org/10.3390/ijms10010062. PMid:19333436.
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; Köppen et al., 2010Köppen, R., Koch, M., Siegel, D., Merkel, S., Maul, R., & Nehls, I. (2010). Determination of mycotoxins in foods: current state of analytical methods and limitations. Applied Microbiology and Biotechnology, 86(6), 1595-1612. http://dx.doi.org/10.1007/s00253-010-2535-1. PMid:20339844.
http://dx.doi.org/10.1007/s00253-010-253...
; Ediage et al., 2011Ediage, E. N., Mavungu, J. D., Monbaliu, S., Van Peteghem, C., & Saeger, S. (2011). Validated Multianalyte LC-MS/MS Method for Quantification OF 25 Mycotoxins in Cassava Flour, Peanut Cake and Maize Samples. Journal of Agricultural and Food Chemistry, 59(10), 5173-5180. http://dx.doi.org/10.1021/jf2009364. PMid:21495720.
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; Turner et al., 2009Turner, N. W., Subrahmanyam, S., & Piletsky, S. A. (2009). Analytical methods for determination of mycotoxins: a review. Analytica Chimica Acta, 632(2), 168-180. http://dx.doi.org/10.1016/j.aca.2008.11.010. PMid:19110091.
http://dx.doi.org/10.1016/j.aca.2008.11....
; Turner et al., 2015Turner, N. W., Bramhmbhatt, H., Szabo-Vezse, M., Poma, A., Coker, R., & Piletsky, S. A. (2015). Analytical methods for determination of mycotoxins: an update (2009-2014). Analytica Chimica Acta, 901, 12-33. http://dx.doi.org/10.1016/j.aca.2015.10.013. PMid:26614054.
http://dx.doi.org/10.1016/j.aca.2015.10....
; Berthiller et al., 2016Berthiller, F., Brera, C., Crews, C., Iha, M. H., Krska, R., Lattanzio, V. M. T., MacDonald, S., Malone, R. J., Maragos, C., Solfrizzo, M., Stroka, J., & Whitaker, T. B. (2016). Developments in mycotoxin analysis: an update for 2014-2015. World Mycotoxin, 9(1), 5-30. http://dx.doi.org/10.3920/WMJ2015.1998.
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; Berthiller et al., 2017Berthiller, F., Brera, C., Iha, M. H., Krska, R., Lattanzio, V. M. T., MacDonald, S., Malone, R. J., Maragos, C., Solfrizzo, M., Stranska-Zachariasova, M., Stroka, J., & Tittlemier, S. A. (2017). Developments in mycotoxin analysis: an update for 2015-2016. World Mycotoxin, 10(1), 5-29. http://dx.doi.org/10.3920/WMJ2016.2138.
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). The selectivity of this technique has enabled the simultaneous analysis of different mycotoxin classes in different food matrices with only minimum sample treatment (Sulyok et al., 2007Sulyok, M., Krska, R., & Schuhmacher, R. A. (2007). 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. Analytical and Bioanalytical Chemistry, 389(5), 1505-1523. http://dx.doi.org/10.1007/s00216-007-1542-2. PMid:17874237.
http://dx.doi.org/10.1007/s00216-007-154...
; Mol et al., 2016Mol, H. G. J., MacDonald, S. J., Anagnostopoulos, C., Spanjer, M., Bertuzzi, T., & Pietri, A. (2016). European survey on sterigmatocystin in cereals, cereals-based products, beer and nuts. World Mycotoxin Journal, 9(4), 633-642. http://dx.doi.org/10.3920/WMJ2016.2062.
http://dx.doi.org/10.3920/WMJ2016.2062...
; Chiaradia et al., 2008Chiaradia, M. C., Collins, C. H., & Jardim, I. C. S. F. (2008). O estado da arte da cromatografia associada à espectrometria de massas acoplada à espectrometria de massas na análise de compostos tóxicos em alimentos. Quimica Nova, 31(3), 623-636. http://dx.doi.org/10.1590/S0100-40422008000300030.
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; Frenich et al., 2009Frenich, A. G., Vidal, J. L. M., Romero-González, R., & Aguilera-Luiz, M. M. (2009). Simple and high-throughput method for the multimycotoxin analysis in cereals and related foods by ultra-high performance liquid chromatography/tandem mass spectrometry. Food Chemistry, 117(4), 705-712. http://dx.doi.org/10.1016/j.foodchem.2009.04.045.
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; Lacina et al., 2012Lacina, O., Zachariasova, M., Urbanova, J., Vaclavikova, M., Cajka, T., & Hajslova, J. (2012). Critical assessment of extraction methods for the simultaneous determination of pesticide residues and mycotoxins in fruits, cereals, spices and oil seeds employing ultra-high performance liquid chromatography-tandem mass spectrometry. Journal of Chromatography A, 1262, 8-18. http://dx.doi.org/10.1016/j.chroma.2012.08.097. PMid:23010246.
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).

In this context, the aim of this study was to validate an analytical method suitable for the routine analysis of mycotoxins in crackers by ultra-performance liquid chromatography-tandem mass spectrometry (UPLC-MS/MS). Sample treatment method comprises simultaneous extraction and clean-up (deffating) steps, followed by extract concentration. The analytical method was applied to 60 cracker samples obtained in the metropolitan region of Rio de Janeiro, RJ, Brazil. Additionally, the results were used to estimate population exposure to deoxynivalenol by cracker consumption.

2 Materials and methods

2.1 Reagents and chemicals

Ammonium formate (>99%) and formic acid (mass spectrometry grade) were acquired from Sigma-Aldrich (St. Louis, MO, USA), acetonitrile and methanol (HPLC-grade) were obtained from J.T. Baker (Phillipsburg, NJ, USA), while n-Hexane (purity > 96%), ethyl acetate (for analysis) and potassium hydroxide (pellets for analysis) were obtained from Merck (Darmstadt, Germany). Ultrapure water from a Milli-Q Gradient water system was used (Millipore, Bedford, MA, USA).

2.2 Standard solutions

Solid aflatoxin standards, namely B1, B2, G1, G2, M1, M2, ochratoxin A and sterigmatocystin, were purchased from Sigma-Aldrich (St. Louis, MO, USA). Stock ochratoxin A (40 µg mL-1) solutions were prepared in toluene/acetic acid (99:1, v/v). Individual sterigmatocystin and aflatoxin stock solutions (10 µg mL-1) were prepared in acetonitrile. The standard solution concentrations were determined by UV spectrophotometry (Horwitz & Latimer, 2005Horwitz, W., & Latimer, G. W. (2005). Official Methods of Analysis of AOAC International, eighteenth ed. AOAC, Gaithersburg.), and their stability was verified by UV spectrophotometry at least every twelve months. Stock fumonisin B1 and B2 (50 µg mL-1) solutions in acetonitrile/water (1:1, v/v) and deoxynivalenol in acetonitrile (100 µg mL-1) were obtained from Fluka/Sigma-Aldrich (St. Louis, MO, USA). Stock zearalenone solutions in acetonitrile (100.7 µg mL-1) were purchased from Biopure (Tulln, Austria). Hydrolyzed fumonisins B1 and B2 were prepared by the hydrolysis of fumonisin B1 and B2, according to Dall’Asta et al. (2009)Dall’Asta, C., Mangia, M., Berthiller, F., Molinelli, A., Sulyok, M., Schuhmacher, R., Krska, R., Galaverna, G., Dossena, A., & Marchelli, R. (2009). Difficulties in fumonisin determination: the issue of hidden fumonisins. Analytical and Bioanalytical Chemistry, 395(5), 1335-1345. http://dx.doi.org/10.1007/s00216-009-2933-3. PMid:19588126.
http://dx.doi.org/10.1007/s00216-009-293...
. Briefly, 5 mL of a standard solution containing fumonisin B1 and B2 (50 µg mL-1) in acetonitrile/water (1:1, v/v) was evaporated to dryness under a nitrogen flow at 40 °C using a controlled water bath. Residues were dissolved in 5 mL of a 2 mol L-1 KOH solution and left at room temperature for 12 h. The hydrolyzed fumonisins were then extracted thrice with 10 mL of ethyl acetate, combined and then again evaporated in the same conditions. The residues were finally dissolved in 5 mL methanol. No native fumonisins were detected in this final solution by UPLC-MS/MS, indicating that total conversion to the hydrolyzed forms was achieved. Thus, hydrolyzed fumonisin B1 and B2 concentrations in methanol were calculated as 28.1 and 27.6 µg mL-1, respectively. All standard solutions were stored at -18 °C.

2.3 UPLC-MS/MS analysis

Liquid chromatography was carried out using an ACQUITY UPLCTM system (Waters). A BEH C18 column (100 mm × 2.1 mm i.d., 1.7 μm particle size) maintained at 35 °C was used as the stationary phase. The mobile phase flow rate was set at 0.3 mL min-1. Two elution gradients were used in this study to avoid the presence of fumonisin carryover (Sartori et al., 2017Sartori, A. V., Moraes, M. H. P., Santos, R. P., Souza, Y. P., & Nóbrega, A. W. (2017). Determination of mycotoxins in cereal-based porridge destined for infant consumption by ultra-high performance liquid chromatography-tandem mass spectrometry. Food Analytical Methods, 10(12), 4049-4061. http://dx.doi.org/10.1007/s12161-017-0965-4.
http://dx.doi.org/10.1007/s12161-017-096...
). The aqueous mobile phase of the elution gradient used to determined fumonisins, hydrolyzed fumonisins and sterigmatocystin was 0.3% acid formic solution, with the gradient beginning at 60% methanol, increasing to 80% for 3 min, held at 80% for 1 min. Following these steps, the system was re-equilibrated with 60% methanol for 2 min. The aqueous mobile phase of the elution gradient used to determine M2, M1, B2, B1, G2 and G1, ochratoxin A, deoxynivalenol and zearalenon was a 5 mmol L-1 formate ammonium solution, beginning at 10% methanol, increasing to 100% during 4 min and held at 100% for 1.5 min. The system was then re-equilibrated for 2 min with 10% methanol. A 5 μL injection volume was used for both gradients.

A tandem quadrupole mass spectrometer (Waters, Quattro PremierTM XE) equipped with an electrospray ionization (ESI) source operated in the positive and negative ionization modes was used for analyte detection. The following parameters were set: capillary voltage at 3.5 kV, extractor voltage at 3 V, rf lens at 0.1 V, multiplier at 750 V, desolvation temperature at 350 °C and source temperature at 120 °C. Nitrogen was used both as cone and desolvation gas, at 50 L h-1 and 750 L h-1, respectively. Argon was applied as the collision gas at 4 × 10-3 mbar. The two selected ion transitions (m/z) for each mycotoxin and their acquisition conditions are presented in Table 1 and 2.

Table 1
UPLC-MS/MS parameters for fumonisins, hydrolyzed fumonisins and sterigmatocystin.
Table 2
UPLC-MS/MS parameters for deoxynivalenol, aflatoxins M2, M1, B2, B1, G2 and G1, ochratoxin A and zearalenone.

2.4 Sample preparation

The method reported by Sartori et al. (2017)Sartori, A. V., Moraes, M. H. P., Santos, R. P., Souza, Y. P., & Nóbrega, A. W. (2017). Determination of mycotoxins in cereal-based porridge destined for infant consumption by ultra-high performance liquid chromatography-tandem mass spectrometry. Food Analytical Methods, 10(12), 4049-4061. http://dx.doi.org/10.1007/s12161-017-0965-4.
http://dx.doi.org/10.1007/s12161-017-096...
was used for sample preparation, as follows. About 3 g of each sample was weighed in 50 mL centrifuge tubes, followed by the addition of 5 mL n-hexane, 5 mL of a 3% formic acid solution and 10 mL acetonitrile. Each tube was vortex-shaken (IKA Works) for 2 min, then sonicated for 10 min and then centrifuged at 3,000 rpm for 7 min (Hitach- HIMAC CF 7D2). Subsequently, 5 mL aliquots of the extracts (acetonitrile/water) was concentrated to dryness as previously described, at 50 °C in a controlled water bath (Turbo-Vac LV). Finally, residues were dissolved in 1 mL of methanol/water (1:1, v/v) and the resulting solutions were filtered through 0.22 μm PVDF membrane filters. After filtration, the solutions were transferred to vial sand taken to the equipment.

2.5 Validation

An analytical method for the determination of aflatoxins M2, M1, G2, G1, B2, B1, deoxynivalenol, ochratoxin A, fumonisins B1 and B2, hydrolyzed fumonisins B1 and B2, zearalenone and sterigmatocystin in crackers (cream crackers and water and salt crackers) was validated. The following analytical performance parameters were assessed: selectivity, matrix effect, linearity, trueness, precision (repeatability and intermediate precision), limit of detection (LOD) and limit of quantification (LOQ).

The method selectivity was evaluated by analyzing matrix blank samples, to evaluate the presence of interfering signals in all cracker samples.

For the investigation of matrix effects, calibration curves for each compound in each matrix extracts (cream cracker and water and salt cracker) and in methanol/water (1:1, v/v) were prepared at six concentration levels, ranging from 0.5 to 25 ng mL-1 (aflatoxins M2, M1, G2, G1, B2, B1 and ochratoxin A and sterigmatocystin), 1 to 100 ng mL-1 (zearalenone), 2.5 to 125 ng mL-1 (hydrolyzed fumonisins B1 and B2), 1.5 to 75 ng mL-1 (fumonisins B1 and B2) and 5 to 250 ng mL-1 (deoxynivalenol). The calibration curve slopes were compared by the t-test (Souza, 2007Souza, S. V. C. (2007). Procedimento para validacão intralaboratorial de métodos de ensaio: delineamento e aplicabilidade em análise de alimentos (Tese de doutorado). Universidade Federal de Minas Gerais, Belo Horizonte.). The effect of sample dilution on the matrix-effect was also evaluated.

Matrix-matched calibration curves at the same concentration levels used to study the matrix effect were used to assess linearity (Souza & Junqueira, 2005Souza, S. V. C., & Junqueira, R. G. (2005). A procedure to assess linearity by ordinary least squares method. Analytica Chimica Acta, 552(1-2), 25-35. http://dx.doi.org/10.1016/j.aca.2005.07.043.
http://dx.doi.org/10.1016/j.aca.2005.07....
). The homocedasticity, independency and normality of the regression residuals were checked. Outliers were successively investigated by the Jacknife standardised residuals test (Belsley et al., 1980Belsley, D. A., Kuh, E., & Welsch, R. E. (1980). Regression diagnostics: identifying influential data and sources of collinearity. New York: John Wiley & Sons Inc. http://dx.doi.org/10.1002/0471725153.
http://dx.doi.org/10.1002/0471725153...
). The homocedasticity of residuals, verified by a modified Levene test (Brown & Forsythe, 1974Brown, B. M., & Forsythe, A. B. (1974). Robust tests for the equality of variances. Journal of the American Statistical Association, 69(346), 364-367. http://dx.doi.org/10.1080/01621459.1974.10482955.
http://dx.doi.org/10.1080/01621459.1974....
) for all the calibration curves was confirmed (p-values > 0.05). The independency of residuals, verfiied by the Durbin-Watson statistic (Durbin & Watson, 1951Durbin, J., & Watson, G. S. (1951). Testing for serial correlation in least squares regression ii. Biometrika, 38(159), 1-2, 159-178. http://dx.doi.org/10.1093/biomet/38.1-2.159. PMid:14848121.
http://dx.doi.org/10.1093/biomet/38.1-2....
) for all calibration curves was confirmed (p-values > 0.05). The normality of residuals, checked by the Ryan-Joiner test (Ryan & Joiner, 1976Ryan, T. A., & Joiner, B. L. (1976). Normal probability plots and tests for normality. The State College: Pennsylvania State University.) for all the calibration curves was confirmed (p-values > 0.05). The regression significance and the lack-of-fit were performed by an analysis of variance (ANOVA) (Draper & Smith, 1998Draper, N., & Smith, H. (1998). Applied regression analysis. New York: Wiley. http://dx.doi.org/10.1002/9781118625590.
http://dx.doi.org/10.1002/9781118625590...
).

Method trueness and repeatability were investigated by carrying out recovery studies using cracker samples spiked with the evaluated mycotoxins at three concentration levels, using four replicates for each level. Intermediate precision was assessed by analyzing spiked samples at the same concentrations as the first concentration level, all analyzed within four days, by four different analysts. Repeatability and intermediate precision are expressed by the relative standard deviation (RSD %), while trueness is expressed by recovery values.

Cracker samples spiked with each investigated compound at the lowest concentration level applied in the recovery studies were used to determine the method limit of detection (LOD) and limit of quantification (LOQ), considering 3 and 10 signal-to-noise ratios, respectively.

2.6 Cracker biscuit samples

A total of 60 cracker samples (cream crackers, n = 30 and water and salt crackers, n = 30) were randomly purchased from local supermarkets in the metropolitan region of Rio de Janeiro, RJ, Brazil between 2015 and 2016, from 13 different companies, representing 16 different brands. The samples were ground and passed through a 0.84 μm sieve and then stored at -20 °C until analysis.

3 Results and discussion

3.1 Method validation

No interfering signals were observed eluting at the same time as the analytes for all studied crackers. Mycotoxins in samples were identified by comparing analyte retention times to standard solution retention times. Confirmation in each sample was obtained by comparison of the signal intensity ratios of the quantifier and qualifier ion transitions of each analyte with those in standard solutions, considering the maximum permissible limits according to the European Union (European Commission, 2002European Commission. (2002). Commission decision 2002/657/EC of 12 August 2002. Implementing Council Directive 96/23/EC concerning performance of analytical methods and the interpretation of results. Official Journal of the European Communities.). Figure 1 displays chromatograms of a cracker sample fortified with the investigated mycotoxins. Retention times, ion ratios and the maximum permissible limits for the obtained ion ratios for each assessed mycotoxin are also displayed.

Figure 1
Chromatograms of a cracker sample fortified with the mycotoxins investigated herein.

Significant differences (p> 0.01) were detected between the slopes of the solvent calibration curves and in the matrices for most mycotoxins (except sterigmatocystin in cream crackers and aflatoxins M1 and M2, and hydrolyzed fumonisin B1 in water and salt crackers), demonstrating a significant matrix effect for most of the assessed compounds. Sample dilutions (final extracts) were investigated aiming at reducing or eliminating matrix effects. Sample dilution effects were assessed using two matrix amounts in the final extract (0.1 and 1 g mL-1). Results are displayed in Table 3. A decreased was observed matrix effect for certain mycotoxins with increasing sample dilution. Despite a still significant matrix effect for most mycotoxins, sample dilution was effective in eliminating the matrix effect for deoxynivalenol. For the analytes displaying matrix effects, matrix-match calibrations were used in routine analyses.

Table 3
Matrix effects (%) for the investigated mycotoxins at different extract dilutions.

Concerning the linearity studies, the following aspects were confirmed for all the calibration curves: homoscedasticity, independency of the residuals, and normality of the residuals (p values >0.05). In addition, high regression significance (p-values < 0.001) and non-significant lack-of-fit (p-values > 0.05) were also noted, attesting curve linearity. Linearity results are displayed in Table 4.

Table 4
Linearity results for the matrix-matched calibrations.

Recovery values ranged from 70 to 110%, with RSD lower than 14% for all investigated mycotoxins under repeatability conditions. The RSD obtained in the intermediate precision study was always lower than 17%. Thus, results were deemed satisfactory according to Commission Decision 2002/657/EC (European Commission, 2002European Commission. (2002). Commission decision 2002/657/EC of 12 August 2002. Implementing Council Directive 96/23/EC concerning performance of analytical methods and the interpretation of results. Official Journal of the European Communities.) and Commission Regulation EC 401/2006 (European Commission, 2006bEuropean Commission. (2006b). Commission Regulation (EC) No. 401/2006. Laying down the methods of sampling and analysis for the official control of the levels of mycotoxins in foodstuffs. Official Journal of the European Union.).

LOD and LOQ values are also displayed in Table 5. Method sensitivity was considered suitable for the routine analysis of the assessed mycotoxins in crackers, in view of the maximum permissible limits for regulated mycotoxins (Brasil, 2011Brasil, Ministério da Saúde, Agência Nacional de Vigilância Sanitária. (2011, fevereiro 18). Resolução RDC n° 7, de 18 de fevereiro de 2011. Dispõe sobre limites máximos tolerados (LMT) para micotoxinas em alimentos. Diário Oficial da União.; European Commission, 2006aEuropean Commission. (2006a). Setting maximum levels for certain contaminants in foodstuffs. Commission Regulation (EC) No 1881/2006. Official Journal of the European Union.; Food and Agriculture Organization of the United Nations, 2004Food and Agriculture Organization of the United Nations – FAO. (2004). Worldwide regulations for mycotoxins in food and feed in 2003. Rome: FAO Food and Nutrition.).

Table 5
Validation parameters of the analytical method.

3.2 Sample analysis

The validated analytical method was applied for the determination of the 14 target mycotoxins (aflatoxins M2, M1, G1, B2, B1, deoxynivalenol, ochratoxin A, fumonisins B2 and B1, fumonisins B2 and B1 hydrolysates, zearalenone and esterigmatocistin) in 60 cracker samples.

Deoxynivalenol was found in 60 (100%) of the analyzed cracker samples. The mean concentration for the cracker samples was 481.14 μg kg-1. In cream cracker samples, concentrations ranging from 66.4 to 1507.4 μg kg-1 were found, with a means of 437.4 μg kg-1. Similar levels (between 73.4 and 1444.8 μg kg-1, with a mean of 524.9 μg kg-1) were found in the water and salt cracker samples. The maximum concentration found for deoxynivalenol (1507.4 μg kg-1) was lower than the maximum level (5295 μg kg-1) found in the study conducted by Souza et al. (2015)Souza, T. D., Caldas, S. S., Primel, E. G., & Furlong, E. B. (2015). Exposure to deoxynivalenol, Ht-2 and T-2 toxins by consumption of wheat-based product in southern Brazil. Food Control, 50, 789-793. http://dx.doi.org/10.1016/j.foodcont.2014.10.015.
http://dx.doi.org/10.1016/j.foodcont.201...
with 23 cracker samples from Rio Grande do Sul, Brazil. Compared to studies conducted in other countries evaluating deoxynivalenol contamination, the maximum level found in the present study was higher than the values found by Savi et al. (2016)Savi, G. D., Piacentini, K. C., Tibola, C. S., Santos, K., Maria, G. S., & Scussel, V. M. (2016). Deoxynivalenol in the wheat milling process and wheat-based products and daily intake estimates for the Southern Brazilian population. Food Control, 62, 231-236. http://dx.doi.org/10.1016/j.foodcont.2015.10.029.
http://dx.doi.org/10.1016/j.foodcont.201...
in crackers (1159 μg kg-1) and Tanaka et al. (2010)Tanaka, H., Sugita-Konishi, Y., Takino, M., Tanaka, T., Toriba, A., & Hayakawa, K. (2010). A survey of the occurrence of Fusarium mycotoxins in biscuits in Japan by using LC/MS. Journal of Health Science, 56(2), 188-194. http://dx.doi.org/10.1248/jhs.56.188.
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in wheat-based biscuits (791 μg kg-1), and similar to the value found by Almeida et al. (2016)Almeida, A. P., Lamardo, L. C. A., Shundo, L., Silva, S. A., Navas, S. A., Alaburda, J., Ruvieri, V., & Sabino, M. (2016). Occurrence of deoxynivalenol in wheat flour, instant noodle and biscuits commercialized in Brazil. Food Additives and Contaminants, 9(4), 251-255. http://dx.doi.org/10.1080/19393210.2016.1195880. PMid:27300261.
http://dx.doi.org/10.1080/19393210.2016....
in crackers (1720 μg kg-1). The incidence of deoxynivalenol in the present study was higher than the 78% and 30% reported by Souza et al. (2015)Souza, T. D., Caldas, S. S., Primel, E. G., & Furlong, E. B. (2015). Exposure to deoxynivalenol, Ht-2 and T-2 toxins by consumption of wheat-based product in southern Brazil. Food Control, 50, 789-793. http://dx.doi.org/10.1016/j.foodcont.2014.10.015.
http://dx.doi.org/10.1016/j.foodcont.201...
and Savi et al. (2016)Savi, G. D., Piacentini, K. C., Tibola, C. S., Santos, K., Maria, G. S., & Scussel, V. M. (2016). Deoxynivalenol in the wheat milling process and wheat-based products and daily intake estimates for the Southern Brazilian population. Food Control, 62, 231-236. http://dx.doi.org/10.1016/j.foodcont.2015.10.029.
http://dx.doi.org/10.1016/j.foodcont.201...
and similar to the 98% found by Tanaka et al. (2010)Tanaka, H., Sugita-Konishi, Y., Takino, M., Tanaka, T., Toriba, A., & Hayakawa, K. (2010). A survey of the occurrence of Fusarium mycotoxins in biscuits in Japan by using LC/MS. Journal of Health Science, 56(2), 188-194. http://dx.doi.org/10.1248/jhs.56.188.
http://dx.doi.org/10.1248/jhs.56.188...
.

Zearalenone was found in 30 (50%) of the 60 analyzed samples, in concentrations ranging from the LOD tp 14.83 μg kg-1, with means of 6.22 μg kg-1. Similar levels were found for this mycotoxin in the cream cracker and water and salt crakers, in 13 cream cracker samples (LOD to 13.58 μg kg-1) and in 17 water and salt crackers samples (LOD to 14.83 μg kg-1).

In a study carried out by Andrade (2016)Andrade, P. D. (2016). Micotoxinas em cereais e seus produtos: desenvolvimento de método analítico e avaliação do risco da exposição na dieta (Tese de doutorado). Brasília: Universidade de Brasília. in Brasilia, all 14 (100%) analyzed cracker samples were contaminated with zearalenone and the means found was of 560.0 μg kg-1, above that found in the present study. In a study carried out in Japan by Tanaka et al. (2010)Tanaka, H., Sugita-Konishi, Y., Takino, M., Tanaka, T., Toriba, A., & Hayakawa, K. (2010). A survey of the occurrence of Fusarium mycotoxins in biscuits in Japan by using LC/MS. Journal of Health Science, 56(2), 188-194. http://dx.doi.org/10.1248/jhs.56.188.
http://dx.doi.org/10.1248/jhs.56.188...
, the levels found are in agreement with those found in the present study, although the incidence of zearalenone-contaminated samples was lower (2%).

Fumonisin B1 was detected (> LOD) in 17 (28%) of the analyzed samples, 8 cream cracker and 9 water and salt cracker samples. No studies were found on the presence of fumonisins in crackers, but their presence has been reported in wheat. In the south of Brazil, Mallmann et al. (2001)Mallmann, C. A., Santurio, J. M., Almeida, C. A. A., & Dilkin, P. (2001). Fumonisin B1 levels in cereals and feeds from Southern Brazil. Arquivos do Instituto Biológico, 68(1), 41-45. found fumonisin B1 in one wheat sample. Stankovic et al. (2012)Stankovic, S., Levic, J., Ivanovic, D., Krnjaja, V., Stankovic, G., & Tancic, S. (2012). Fumonisin B1 and its co-occurrence with other fusariotoxins in naturally-contaminated wheat grain. Food Control, 23(2), 384-388. http://dx.doi.org/10.1016/j.foodcont.2011.08.003.
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analyzed Serbia wheat samples and found fumonisin B1 in 92 of the 103 analyzed samples, in concentrations ranging from 750 to 5400 μg kg-1. Li et al. (2015)Li, F., Jiang, D., Zheng, F., Chen, J., & Li, W. (2015). Fumonisins B1, B2 and B3 in corn products, wheat flour and corn oil marketed in Shandong province of China. Food Additives and Contaminants, 8(3), 169-174. http://dx.doi.org/10.1080/19393210.2015.1028480. PMid:25777369.
http://dx.doi.org/10.1080/19393210.2015....
found fumonisin B1 in 22 (6%) out of 369 wheat flour samples in China, at concentrations ranging between 0.3 and 34.6 μg kg-1. The fumonisin contamination found in the samples analyzed herein may be due to the possible presence of corn starch in the samples.

In the present study, four samples showed simultaneous contamination by deoxynivalenol, zearalenone and fumonisin B1. Stankovic et al. (2012)Stankovic, S., Levic, J., Ivanovic, D., Krnjaja, V., Stankovic, G., & Tancic, S. (2012). Fumonisin B1 and its co-occurrence with other fusariotoxins in naturally-contaminated wheat grain. Food Control, 23(2), 384-388. http://dx.doi.org/10.1016/j.foodcont.2011.08.003.
http://dx.doi.org/10.1016/j.foodcont.201...
analyzed 103 wheat samples and reported that 47.8% of the samples contained deoxynivalenol, zearalenone and fumonisin B1, also indicating simultaneous contamination by these compounds.

The concentrations found herein were evaluated according to RDC Resolution No. 07/2011, in force during the sample collection period, that establish the maximum permissible level of 200 and 1750 μg kg-1 for zearalenone and deoxynivalenol in crackers, respectively (Brasil, 2011Brasil, Ministério da Saúde, Agência Nacional de Vigilância Sanitária. (2011, fevereiro 18). Resolução RDC n° 7, de 18 de fevereiro de 2011. Dispõe sobre limites máximos tolerados (LMT) para micotoxinas em alimentos. Diário Oficial da União.). The results were also evaluated according to RDC No. 138/2017, in effect from January 2017, establishing maximum permissible level of 100 and 1000 μg kg-1 for zearalenone and deoxynivalenol in crackers, respectively (Brasil, 2017Brasil, Ministério da Saúde, Agência Nacional de Vigilância Sanitária. (2017, fevereiro 8). Resolução RDC n° 138, de 8 de fevereiro de 2017. Dispõe sobre limites máximos tolerados (LMT) para micotoxinas em alimentos, para alterar os LMT da micotoxina desoxinivalenol (DON) em trigo e produtos de trigo prontos para oferta ao consumidor e os prazos para sua aplicação. Diário Oficial da União.). No samples exceeded the maximum permissible level according to RDC No. 07/2011 for deoxynivalenol and zearalenone. However, if we consider RDC No. 138/2017, a total of 7 (11.7%) samples would exceed the maximum permissible level for deoxynivalenol. A summary of the results found for the analyzed samples is exhibited in Table 6.

Table 6
Results found for the samples analyzed in the present study.

3.3v Estimation of deoxynivalenol exposure in cream crackers and water and salt crackers

The maximum tolerable intake represents the maximum human exposure allowed as a result of the natural occurrence of a certain substance in food, without damaging the health of the individual. To calculate this, the levels established by government agencies should be considered (Souza et al., 2015Souza, T. D., Caldas, S. S., Primel, E. G., & Furlong, E. B. (2015). Exposure to deoxynivalenol, Ht-2 and T-2 toxins by consumption of wheat-based product in southern Brazil. Food Control, 50, 789-793. http://dx.doi.org/10.1016/j.foodcont.2014.10.015.
http://dx.doi.org/10.1016/j.foodcont.201...
).

The Brazilian Association of Biscuit Industries estimated that per capita Brazilian consumption of biscuits was of 8.47 kg in 2015, with the consumption of crackers corresponding to 21% of this total (Associação Brasileira das Indústrias de Biscoitos, Massas Alimentícias e Pães & Bolos Industrializados, 2015Associação Brasileira das Indústrias de Biscoitos, Massas Alimentícias e Pães & Bolos Industrializados. (2015). Dados estatísticos. São Paulo: ABIMAPI. Retrieved from http://abimapi.com.br/cloud/ABIMAPI_ANUARIO_2015.pdf
http://abimapi.com.br/cloud/ABIMAPI_ANUA...
). Based on these data, cracker consumption was estimated at 4.8 g per capita per day. Exposure to deoxynivalenol through cracker consumption was then estimated according to previously published studies (Ibáñez-Vea et al., 2011Ibáñez-Vea, M. I., Lizarraga, E., Gonzalez-Penas, E., & Cerain, A. L. (2011). Simultaneous determination of type-A and type-B trichothecenes in barley samples by GC-MS. Food Control, 22(8), 1428-1434. http://dx.doi.org/10.1016/j.foodcont.2011.03.004.
http://dx.doi.org/10.1016/j.foodcont.201...
; Pacin et al., 2010Pacin, A., Bovier, E. C., Cano, G., Taglieri, D., & Pezzani, C. H. (2010). Effect of the bread making process on wheat flour contaminated by the deoxynivalenol and exposure estimate. Food Control, 21(4), 492-495. http://dx.doi.org/10.1016/j.foodcont.2009.07.012.
http://dx.doi.org/10.1016/j.foodcont.200...
). Exposure to deoxynivalenol through crackers was estimated considering that this mycotoxin was present in all samples. The mean amount of deoxynivalenol found in biscuits, of 481 μg kg-1, would result in a daily intake of 0.04 μg kg-1 of body weight per day considering a 60 kg adult. This value would not exceed the limit proposed by the JECFA safety authorities (Joint FAO/WHO Expert Committee on Food Additives, 2001Joint FAO/WHO Expert Committee on Food Additives – JECFA. (2001). Safety evaluation of certain mycotoxins in food. In 56th Meeting of the JECFA (WHO Food Additives Series, no. 47; Food and Nutrition Paper 74, pp. 419-555). Rome: JECFA.), which is of 1.0 μg kg-1 body weight per day. Considering the highest concentration found in the analyzed samples (1507.4 μg kg-1), 0.12 μg kg-1 of body weight per day would be ingested by a 60 kg person, which would also not exceed the maximum limit allowed. Thus, cracker and salt and water crackers can contribute to 3.8% of total deoxynivalenol consumption recommended by JECFA.

Souza et al. (2015)Souza, T. D., Caldas, S. S., Primel, E. G., & Furlong, E. B. (2015). Exposure to deoxynivalenol, Ht-2 and T-2 toxins by consumption of wheat-based product in southern Brazil. Food Control, 50, 789-793. http://dx.doi.org/10.1016/j.foodcont.2014.10.015.
http://dx.doi.org/10.1016/j.foodcont.201...
and Savi et al. (2016)Savi, G. D., Piacentini, K. C., Tibola, C. S., Santos, K., Maria, G. S., & Scussel, V. M. (2016). Deoxynivalenol in the wheat milling process and wheat-based products and daily intake estimates for the Southern Brazilian population. Food Control, 62, 231-236. http://dx.doi.org/10.1016/j.foodcont.2015.10.029.
http://dx.doi.org/10.1016/j.foodcont.201...
also estimated deoxynivalenol intake in crackers, which did not exceed the limit recommended by JECFA. In the study carried out by Savi et al., cracker consumption contributed to 3% of deoxynivalenol ingestion, in agreement with the values observed in the present study. The deoxynivalenol concentrations present in the biscuit samples of this study did not exceed the acceptable value defined by JECFA, but it is worth noting that cracker and salt and water crackers are not the only dietary source of deoxynivalenol, since wheat is present in many other products consumed daily. In addition, the estimated consumption data did not consider a higher daily intake or intake by different age groups.

4 Conclusions

An analytical method for the determination of fourteen mycotoxins in crackers by UPLC-MS/MS was validated. The method includes major regulated mycotoxins in wheat-based products (deoxynivalenol and zearalenone). The sample treatment method developed herein is useful for routine analyses, since it involves a simple simultaneous extraction/clean-up step followed by concentration of the obtained extracts. The validated method was applied to the determination of target mycotoxins in 60 cracker samples (cream cracker and water and salt crackers). Deoxynivalenol, zearalenone and fumonisin B1 were found, respectively, in 100, 50 and 28% of the analyzed samples.

  • Practical Applications: A suitable method for routine analysis of mycotoxins in crackers by UPLC-MS/MS was validated. This study reports the results of the first survey on the contamination of crackers in Brazil by aflatoxins M2, M1, G2, G1, B2, B1, deoxynivalenol, ochratoxin A, fumonisins B1 and B2, hydrolyzed fumonisins B1 and B2, zearalenone and sterigmatocystin. The results herein reported suggests that the cracker contamination by deoxynivalenol, zearalenone and fumonisin B1 is an important issue and should be monitored by the Brazilian public health authorities.

References

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    » http://dx.doi.org/10.1080/19393210.2016.1195880
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  • Associação Brasileira das Indústrias de Biscoitos, Massas Alimentícias e Pães & Bolos Industrializados. (2015). Dados estatísticos São Paulo: ABIMAPI. Retrieved from http://abimapi.com.br/cloud/ABIMAPI_ANUARIO_2015.pdf
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Publication Dates

  • Publication in this collection
    06 June 2019
  • Date of issue
    Jul-Sep 2019

History

  • Received
    10 Oct 2017
  • Accepted
    03 Jan 2019
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