Multi-Occurrence of Twenty Mycotoxinsin Pasta and a Risk Assessment in the Moroccan Population
Abstract
:1. Introduction
2. Results and Discussion
2.1. Method Validation
2.2. Global Occurrence of Mycotoxins in Pasta
2.2.1. The Occurrence of AFB1
2.2.2. The Occurrence of ZEA
2.2.3. The Occurrence of DON and 3-ADON
2.2.4. The Occurrence of T-2 and HT-2 Toxins
2.2.5. The Occurrence of Enniatins
2.2.6. Multi-Mycotoxin Occurrence in Pasta
2.3. Risk Assessment
3. Conclusions
4. Materials and Methods
4.1. Chemicals and Reagents
4.2. Sample Collection
4.3. Sample Preparation
4.4. GC–QqQ-MS/MS Equipment
4.5. LC/MS/MS Equipment
4.6. Method Validation
4.7. Mycotoxins Dietary Intake Calculation
Author Contributions
Funding
Acknowledgments
Conflicts of Interest
References
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Mycotoxin | LOD μg kg−1 | Mean Recovery (%) | Intra-Day (RSD%) | Inter-Day (RSD%) | Matrix Effects SSE (%) | r2 | ||
---|---|---|---|---|---|---|---|---|
25 μg kg−1 | 50 μg kg−1 | 100 μg kg−1 | ||||||
AFB1 | 0.01 | 108 ± 19 | 114 ± 8 | 78 ± 12 | 11 | 19 | 51 | 0.9914 |
AFB2 | 0.5 | 60 ± 17 | 71 ± 12 | 94 ± 11 | 8 | 17 | 45 | 0.9983 |
AFG1 | 0.03 | 59 ± 18 | 65 ± 11 | 93 ± 11 | 12 | 18 | 34 | 0.9935 |
AFG2 | 0.02 | 80 ± 12 | 63 ± 10 | 87 ± 12 | 6 | 12 | 64 | 0.9648 |
ENA | 0.025 | 117 ± 16 | 92 ± 8 | 86 ± 9 | 10 | 16 | 69 | 0.9952 |
ENA1 | 0.025 | 112 ± 15 | 83 ± 11 | 86 ± 10 | 11 | 15 | 67 | 0.9890 |
ENB | 0.03 | 96 ± 10 | 102 ± 9 | 116 ± 12 | 8 | 10 | 62 | 0.9910 |
ENB1 | 0.015 | 65 ± 11 | 64 ± 10 | 63 ± 18 | 6 | 16 | 27 | 0.9932 |
FB1 | 3 | 60 ± 10 | 67 ± 12 | 64 ± 17 | 6 | 12 | 55 | 0.9846 |
FB2 | 3 | 86 ± 13 | 47 ± 16 | 61 ± 17 | 8 | 19 | 58 | 0.9948 |
FB3 | 10 | 86 ± 15 | 67 ± 17 | 61 ± 15 | 11 | 13 | 58 | 0.9949 |
BEA | 1 | 63 ± 14 | 60 ± 15 | 64 ± 17 | 6 | 12 | 66 | 0.9920 |
ZEA | 0.5 | 103 ± 12 | 105 ± 11 | 98 ± 13 | 8 | 14 | 71 | 0.9860 |
Mycotoxins | r2 | LOD (μg kg−1) | LOQ (μg kg−1) | Recoveries (%) Spiking Levels (μg kg−1) | Intra-Day (RSD%) | Inter-Day (R SD%) | ||
---|---|---|---|---|---|---|---|---|
25 | 50 | 100 | ||||||
DON | 0.9993 | 0.5 | 1 | 85 ± 16 | 89 ± 11 | 86 ± 8 | 7 | 11 |
3-ADON | 0.9998 | 1 | 3 | 95 ± 11 | 72 ± 11 | 62 ± 12 | 9 | 11 |
15-ADON | 0.9966 | 1 | 3 | 69 ± 12 | 69 ± 15 | 62 ± 21 | 13 | 15 |
NIV | 0.9972 | 1 | 2.5 | 97 ± 4 | 86 ± 14 | 65 ± 9 | 2 | 14 |
T-2 | 0.9993 | 2 | 5 | 80 ± 11 | 69 ± 16 | 62 ± 14 | 5 | 20 |
HT-2 | 0.9885 | 2.5 | 5 | 69 ± 10 | 68 ± 9 | 81 ± 11 | 15 | 19 |
FUS X | 0.9429 | 5 | 10 | 84 ± 9 | 73 ± 12 | 67 ± 20 | 10 | 12 |
Mycotoxin | Agadir (n = 11) | Casablanca (n = 17) | Fes (n = 11) | Tanger (n = 10) | Rabat (n = 20) | Sale (n = 12) | Kenitra (n = 15) | Temara (n = 10) | ||||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
Positive Samples | Range (μg kg−1) | Positive Samples | Range (μg kg−1) | Positive Samples | Range (μg kg−1) | Positive Samples | Range (μg kg−1) | Positive Samples | Range (μg kg−1) | Positive Samples | Range (μg kg−1) | Positive Samples | Range (μg kg−1) | Positive Samples | Range (μg kg−1) | |
AFB1 | 1 | 0.25 | 0 | n.d | 0 | n.d | 0 | n.d | 1 | 0.01 | 0 | n.d | 0 | n.d | 0 | n.d |
ENA1 | 0 | n.d | 4 | 0.025–0.03 | 0 | n.d | 0 | n.d | 6 | 0.025–0.03 | 0 | n.d | 0 | n.d | 0 | n.d |
ENB | 8 | 0.05–0.09 | 10 | 0.03–1.2 | 8 | 0.05–0.3 | 5 | 0.04–1 | 13 | 0.09–1 | 10 | 0.05–1 | 11 | 0.03–0.09 | 7 | 0.03–0.07 |
ENB1 | 8 | 0.06–0.012 | 10 | 0.7–1 | 8 | 0.2–0.6 | 5 | 0.02–0.6 | 13 | 0.3–1 | 10 | 0.4–0.9 | 11 | 0.2–0.7 | 7 | 0.2–0.8 |
ZEA | 9 | 0.6–1 | 13 | 0.9–3 | 3 | 0.5–0.9 | 8 | 2 | 12 | 1–2.4 | 5 | 0.5–2 | 2 | 0.5–0.9 | 3 | 0.7–1 |
DON | 2 | 292–900 | 10 | 271–830 | 2 | 479–668 | 4 | 719–770 | 9 | 16–538 | 8 | 137–671 | 3 | 23–138 | 5 | 232–301 |
3-ADON | 1 | 3.03 | 0 | n.d | 0 | n.d | 0 | n.d | 0 | n.d | 0 | n.d | 0 | n.d | 0 | n.d |
HT-2 | 2 | 7–31 | 8 | 9–419 | 3 | 13–19 | 6 | 4–22 | 7 | 9–75 | 4 | 38–88 | 4 | 3–9 | 3 | 4–27 |
T-2 | 2 | 4–21 | 3 | 11–33 | 2 | 13–19 | 2 | 4–50 | 2 | 8–48 | 2 | 9–47 | 2 | 12–22 | 2 | 5–33 |
Mycotoxin | Cm (µg kg−1 pasta) * | K (g person−1 day−1) ** | PDIm (µg kg−1 bw day−1)*** | TDI (µg kg−1 bw day−1) | % TDI |
---|---|---|---|---|---|
DON + 3-ADON + 15-ADON | 440.95 | 11.6 | 0.073 | 1 | 7.3 |
HT-2 + T2 | 58.65 | 11.6 | 0.097 | 0.1 | 97 |
ZEA | 1.20 | 11.6 | 0.0002 | 0.25 | 0.08 |
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Bouafifssa, Y.; Manyes, L.; Rahouti, M.; Mañes, J.; Berrada, H.; Zinedine, A.; Fernández-Franzón, M. Multi-Occurrence of Twenty Mycotoxinsin Pasta and a Risk Assessment in the Moroccan Population. Toxins 2018, 10, 432. https://doi.org/10.3390/toxins10110432
Bouafifssa Y, Manyes L, Rahouti M, Mañes J, Berrada H, Zinedine A, Fernández-Franzón M. Multi-Occurrence of Twenty Mycotoxinsin Pasta and a Risk Assessment in the Moroccan Population. Toxins. 2018; 10(11):432. https://doi.org/10.3390/toxins10110432
Chicago/Turabian StyleBouafifssa, Youssef, Lara Manyes, Mohamed Rahouti, Jordi Mañes, Houda Berrada, Abdellah Zinedine, and Mónica Fernández-Franzón. 2018. "Multi-Occurrence of Twenty Mycotoxinsin Pasta and a Risk Assessment in the Moroccan Population" Toxins 10, no. 11: 432. https://doi.org/10.3390/toxins10110432
APA StyleBouafifssa, Y., Manyes, L., Rahouti, M., Mañes, J., Berrada, H., Zinedine, A., & Fernández-Franzón, M. (2018). Multi-Occurrence of Twenty Mycotoxinsin Pasta and a Risk Assessment in the Moroccan Population. Toxins, 10(11), 432. https://doi.org/10.3390/toxins10110432