Occurrence of 26 Mycotoxins in the Grain of Cereals Cultivated in Poland
"> Figure 1
<p>Five regions of Poland in which samples for this study were cultivated. 1. Żelisławki (54°09′32″ N 18°39′02″ E), 18 wheat samples (two samples of each cultivar); 2. Wielichowo (52°07′08″ N 16°20′58″ E), 36 wheat samples (four samples of each cultivar); 3. Osiny (51°27′53″ N 22°03′52″ E), 18 wheat samples (two samples of each cultivar); 4. Borusowa (50°16′39″ N 20°48′02″ E), 18 wheat samples (two samples of each cultivar), 5. Werbkowice (50°45′06″ N 23°46′57″ E), nine wheat samples (one sample of each cultivar).</p> "> Figure 2
<p>Ten-day average temperatures (°C) during the wheat vegetation period in 2014.</p> "> Figure 3
<p>Ten-day average rainfall levels (mm) during the wheat vegetation period in 2014.</p> "> Figure 4
<p>Comparison of average concentrations of individual mycotoxins (µg·kg<sup>−1</sup>) in winter wheat cultivated in Osiny, Borusowa and Werbkowice. Different letters mark different homologous groups. (<b>a</b>) for DON, Sum of 3-and 15-ADON, DON-3G, Sum of FBs, Sum of Enns; (<b>b</b>) for ZEN, α-ZOL, β-ZOL, HT-2 toxin, T-2 toxin, NEO, OTA.</p> "> Figure 5
<p>Comparison of the average concentrations of individual mycotoxins (µg·kg<sup>−1</sup>) in nine studied genotypes of winter wheat cultivated in Osiny, Borusowa and Werbkowice. Different letters mark different homologous groups. (<b>a</b>) for DON, Sum of 3-and 15-ADON, DON-3G, Sum of FBs, Sum of Enns; (<b>b</b>) for ZEN, α-ZOL, β-ZOL, HT-2 toxin, T-2 toxin, NEO, OTA.</p> "> Figure 6
<p>Comparison of the average concentrations of individual mycotoxins (µg·kg<sup>−1</sup>) in various cereals cultivated in Osiny. Different letters mark different homologous groups. (<b>a</b>) for DON, Sum of 3-and 15-ADON, DON-3G, Sum of FBs, Sum of Enns; (<b>b</b>) for ZEN, α-ZOL, β-ZOL, HT-2 toxin, T-2 toxin, NEO, OTA.</p> "> Figure 7
<p>Distribution of the number of mycotoxins found in all positive samples.</p> ">
Abstract
:1. Introduction
2. Results and Discussion
2.1. Weather Conditions/Wheat Genotype
2.2. Other Cereal Cultivars
3. Conclusions
4. Experimental Section
4.1. Samples
4.2. Reagents and Analytical Standards
4.3. Sample Preparation
4.4. UHPLC-HRMS
4.5. Method Validation
4.6. Statistical Procedure
Supplementary Materials
Author Contributions
Conflicts of Interest
Abbreviations
FHB | Fusarium head blight |
DON | deoxynivalenol |
DON-3G | deoxynivalenol-3-glucoside |
FUS-X | fusarenon X |
NEO | neosolaniol |
3-ADON | 3-acetyl-deoxynivalenol |
15-ADON | 15-acetyl-deoxynivalenol |
DAS | diacetoxyscirpenol |
HT-2 | HT-2 toxin |
T-2 | T-2 toxin |
AFB1 | aflatoxin B1 |
AFB2 | aflatoxin B2 |
AFG1 | aflatoxin G1 |
AFG2 | aflatoxin G2 |
AFs | aflatoxins |
FB1 | fumonisin B1 |
FB2 | fumonisin B2 |
FB3 | fumonisin B3 |
HFB1 | hydrolysed fumonisin B1 |
OTA | ochratoxin A |
OTB | ochratoxin B |
ZEN | zearalenone |
α-ZOL | α-zearalenol |
β-ZOL | β-zearalenol |
Enn-A | enniatin A |
Enn-A1 | enniatin A-1 |
Enn-B | enniatin B |
Enn-B1 | enniatin B-1 |
Enn(s) | enniatins |
LOQ | limit of quantification |
AVG | average |
RH | relative humidity |
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Chemical Name | Żelisławki (n = 18) | Wielichowo (n = 36) | Osiny (n = 18) | Borusowa (n = 18) | Werbkowice (n = 9) | ||||||||||||||||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
Positive Samples | AVG 1 | Median | Min | Max | Positive Samples | AVG | Median | Min | Max | Positive Samples | AVG | Median | Min | Max | Positive Samples | AVG | Median | Min | Max | Positive Samples | AVG | Median | Min | Max | |
µg·kg−1 | µg·kg−1 | µg·kg−1 | µg·kg−1 | µg·kg−1 | |||||||||||||||||||||
ZEN | 0 | - | - | - | - | 2 | 4 | 4 | 3 | 4 | 18 | 16 | 8 | 1 | 45 | 18 | 43 | 40 | 7 | 100 | 9 | 9 | 9 | 2 | 15 |
α-ZOL | 0 | - | - | - | - | 0 | - | - | - | - | 0 | - | - | - | - | 0 | - | - | - | - | 1 | 8 | 8 | 8 | 8 |
β-ZOL | 0 | - | - | - | - | 0 | - | - | - | - | 8 | 12 | 10 | 5 | 24 | 18 | 7 | 7 | 2 | 21 | 4 | 6 | 7 | 5 | 7 |
HT-2 toxin | 0 | - | - | - | - | 0 | - | - | - | - | 9 | 15 | 5 | 2 | 55 | 3 | 7 | 6 | 5 | 9 | 6 | 6 | 6 | 4 | 8 |
T-2 toxin | 0 | - | - | - | - | 0 | - | - | - | - | 16 | 3 | 2 | 1 | 22 | 18 | 2 | 2 | 1 | 6 | 7 | 4 | 4 | 3 | 5 |
DON | 0 | - | - | - | - | 1 | 25 | 25 | 25 | 25 | 18 | 590 | 606 | 82 | 1616 | 18 | 960 | 678 | 209 | 2975 | 9 | 762 | 694 | 277 | 1721 |
3-/15-ADON | 0 | - | - | - | - | 0 | - | - | - | - | 15 | 32 | 30 | 25 | 48 | 13 | 59 | 53 | 32 | 98 | 6 | 51 | 45 | 26 | 85 |
DON-3G | 0 | - | - | - | - | 0 | - | - | - | - | 8 | 106 | 116 | 43 | 166 | 12 | 74 | 52 | 40 | 218 | 7 | 118 | 77 | 40 | 356 |
FUS-X | 0 | - | - | - | - | 0 | - | - | - | - | 0 | - | - | - | - | 0 | - | - | - | - | 0 | - | - | - | - |
DAS | 0 | - | - | - | - | 0 | - | - | - | - | 0 | - | - | - | - | 0 | - | - | - | - | 0 | - | - | - | - |
NEO | 0 | - | - | - | - | 0 | - | - | - | - | 1 | 2 | 2 | 2 | 2 | 15 | 11 | 11 | 2 | 32 | 0 | - | - | - | - |
AFB1 | 0 | - | - | - | - | 0 | - | - | - | - | 0 | - | - | - | - | 0 | - | - | - | - | 0 | - | - | - | - |
AFB2 | 0 | - | - | - | - | 0 | - | - | - | - | 0 | - | - | - | - | 0 | - | - | - | - | 0 | - | - | - | - |
AFG1 | 0 | - | - | - | - | 0 | - | - | - | - | 0 | - | - | - | - | 0 | - | - | - | - | 0 | - | - | - | - |
AFG2 | 0 | - | - | - | - | 0 | - | - | - | - | 0 | - | - | - | - | 0 | - | - | - | - | 0 | - | - | - | - |
OTA | 0 | - | - | - | - | 0 | - | - | - | - | 1 | 4 | 4 | 4 | 4 | 0 | - | - | - | - | 1 | 7 | 7 | 7 | 7 |
OTB | 0 | - | - | - | - | 0 | - | - | - | - | 0 | - | - | - | - | 0 | - | - | - | - | 0 | - | - | - | - |
FB1 | 0 | - | - | - | - | 0 | - | - | - | - | 0 | - | - | - | - | 4 | 68 | 40 | 40 | 150 | 1 | 50 | 50 | 50 | 50 |
FB2 | 0 | - | - | - | - | 0 | - | - | - | - | 0 | - | - | - | - | 0 | - | - | - | - | 0 | - | - | - | - |
FB3 | 0 | - | - | - | - | 0 | - | - | - | - | 0 | - | - | - | - | 0 | - | - | - | - | 0 | - | - | - | - |
HFB1 | 0 | - | - | - | - | 0 | - | - | - | - | 0 | - | - | - | - | 0 | - | - | - | - | 0 | - | - | - | - |
Enn-A | 0 | - | - | - | - | 2 | 1 | 1 | 1 | 1 | 10 | 3 | 3 | 1 | 13 | 18 | 8 | 5 | 1 | 23 | 6 | 3 | 3 | 1 | 8 |
Enn-A1 | 0 | - | - | - | - | 4 | 4 | 4 | 2 | 5 | 16 | 8 | 7 | 3 | 18 | 18 | 12 | 10 | 1 | 28 | 9 | 5 | 5 | 1 | 10 |
Enn-B | 18 | 2 | 2 | 1 | 7 | 30 | 18 | 6 | 1 | 156 | 18 | 84 | 76 | 39 | 142 | 18 | 275 | 179 | 20 | 1,981 | 9 | 651 | 695 | 164 | 982 |
Enn-B1 | 15 | 2 | 1 | 1 | 3 | 23 | 4 | 2 | 1 | 22 | 18 | 38 | 30 | 15 | 68 | 18 | 89 | 67 | 8 | 368 | 9 | 68 | 80 | 13 | 97 |
Grain Variety Mycotoxin | Spring Barley (n = 8) | Winter Barley (n = 16) | Oats (n = 4) | Triticale (n = 20) | ||||||||||||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
Positive Samples | AVG 1 | Median | Min | Max | Positive Samples | AVG | Median | Min | Max | Positive Samples | AVG | Median | Min | Max | Positive Samples | AVG | Median | Min | Max | |
µg·kg−1 | µg·kg−1 | µg·kg−1 | µg·kg−1 | |||||||||||||||||
ZEN | 6 | 13 | 10 | 2 | 31 | 10 | 7 | 7 | 2 | 19 | 4 | 10 | 11 | 5 | 15 | 20 | 29 | 23 | 4 | 86 |
α-ZOL | 0 | - | - | - | - | 0 | - | - | - | - | 0 | - | - | - | - | 0 | - | - | - | - |
β-ZOL | 1 | 8 | 8 | 8 | 8 | 0 | - | - | - | - | 2 | 8 | 8 | 6 | 9 | 0 | - | - | - | - |
HT-2 toxin | 8 | 26 | 21 | 8 | 74 | 12 | 11 | 5 | 3 | 69 | 4 | 69 | 68 | 46 | 93 | 2 | 8 | 8 | 2 | 13 |
T-2 toxin | 8 | 5 | 5 | 2 | 11 | 7 | 2 | 2 | 1 | 5 | 4 | 22 | 25 | 9 | 29 | 2 | 3 | 3 | 2 | 3 |
DON | 4 | 138 | 126 | 76 | 222 | 16 | 602 | 512 | 54 | 1602 | 4 | 113 | 118 | 67 | 149 | 20 | 573 | 511 | 196 | 1326 |
3-/15-ADON | 1 | 62 | 62 | 62 | 62 | 0 | - | - | - | - | 0 | - | - | - | - | 20 | 162 | 134 | 36 | 374 |
DON-3G | 1 | 58 | 58 | 58 | 58 | 6 | 146 | 115 | 43 | 277 | 0 | - | - | - | - | 15 | 138 | 77 | 40 | 434 |
FUS-X | 0 | - | - | - | - | 0 | - | - | - | - | 4 | 64 | 64 | 47 | 81 | 0 | - | - | - | - |
DAS | 0 | - | - | - | - | 0 | - | - | - | - | 4 | 2 | 2 | 1 | 2 | 0 | - | - | - | - |
NEO | 0 | - | - | - | - | 7 | 16 | 15 | 5 | 36 | 0 | - | - | - | - | 2 | 6 | 6 | 6 | 6 |
AFB1 | 0 | - | - | - | - | 0 | - | - | - | - | 0 | - | - | - | - | 0 | - | - | - | - |
AFB2 | 0 | - | - | - | - | 0 | - | - | - | - | 0 | - | - | - | - | 0 | - | - | - | - |
AFG1 | 0 | - | - | - | - | 0 | - | - | - | - | 0 | - | - | - | - | 0 | - | - | - | - |
AFG2 | 0 | - | - | - | - | 0 | - | - | - | - | 0 | - | - | - | - | 0 | - | - | - | - |
OTA | 0 | - | - | - | - | 0 | - | - | - | - | 0 | - | - | - | - | 1 | 8 | 8 | 8 | 8 |
OTB | 0 | - | - | - | - | 0 | - | - | - | - | 0 | - | - | - | - | 1 | 7 | 7 | 7 | 7 |
FB1 | 1 | 101 | 101 | 101 | 101 | 0 | - | - | - | - | 0 | - | - | - | - | 1 | 342 | 342 | 342 | 342 |
FB2 | 0 | - | - | - | - | 0 | - | - | - | - | 0 | - | - | - | - | 1 | 151 | 151 | 151 | 151 |
FB3 | 0 | - | - | - | - | 0 | - | - | - | - | 0 | - | - | - | - | 1 | 113 | 113 | 113 | 113 |
HFB1 | 0 | - | - | - | - | 0 | - | - | - | - | 0 | - | - | - | - | 0 | - | - | - | - |
Enn-A | 3 | 2 | 2 | 1 | 3 | 0 | - | - | - | - | 0 | - | - | - | - | 14 | 32 | 23 | 8 | 135 |
Enn-A1 | 8 | 21 | 20 | 9 | 45 | 16 | 6 | 4 | 1 | 16 | 4 | 6 | 5 | 2 | 11 | 20 | 357 | 274 | 67 | 882 |
Enn-B | 8 | 197 | 195 | 115 | 301 | 16 | 150 | 140 | 49 | 253 | 4 | 117 | 132 | 42 | 162 | 20 | 1360 | 1258 | 473 | 3328 |
Enn-B1 | 8 | 119 | 108 | 66 | 240 | 16 | 46 | 45 | 8 | 81 | 4 | 41 | 40 | 15 | 67 | 20 | 552 | 415 | 149 | 1347 |
Species | Location | ||||
---|---|---|---|---|---|
Osiny | Żelisławki | Wielichowo | Borusowa | Werbkowice | |
Winter cereals (number of samples) | |||||
Wheat | 18 | 18 | 36 | 18 | 9 |
Triticale | 20 | - | - | - | - |
Barley | 16 | - | - | - | - |
Spring cereals (number of samples) | |||||
Barley | 8 | - | - | - | - |
Oats | 4 | - | - | - | - |
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Bryła, M.; Waśkiewicz, A.; Podolska, G.; Szymczyk, K.; Jędrzejczak, R.; Damaziak, K.; Sułek, A. Occurrence of 26 Mycotoxins in the Grain of Cereals Cultivated in Poland. Toxins 2016, 8, 160. https://doi.org/10.3390/toxins8060160
Bryła M, Waśkiewicz A, Podolska G, Szymczyk K, Jędrzejczak R, Damaziak K, Sułek A. Occurrence of 26 Mycotoxins in the Grain of Cereals Cultivated in Poland. Toxins. 2016; 8(6):160. https://doi.org/10.3390/toxins8060160
Chicago/Turabian StyleBryła, Marcin, Agnieszka Waśkiewicz, Grażyna Podolska, Krystyna Szymczyk, Renata Jędrzejczak, Krzysztof Damaziak, and Alicja Sułek. 2016. "Occurrence of 26 Mycotoxins in the Grain of Cereals Cultivated in Poland" Toxins 8, no. 6: 160. https://doi.org/10.3390/toxins8060160
APA StyleBryła, M., Waśkiewicz, A., Podolska, G., Szymczyk, K., Jędrzejczak, R., Damaziak, K., & Sułek, A. (2016). Occurrence of 26 Mycotoxins in the Grain of Cereals Cultivated in Poland. Toxins, 8(6), 160. https://doi.org/10.3390/toxins8060160