| Literature DB >> 32604961 |
Robert Kosicki1, Magdalena Twarużek1, Paweł Dopierała2, Bartosz Rudzki2, Jan Grajewski1.
Abstract
Rye (Secale cereale L.) is one of the most important cereals and is used in both the food and feed industries. It is produced mainly in a belt extending from Russia through Poland to Germany. Despite the great economic importance of this cereal, there is little research on rye contamination with mycotoxins. In this study, the occurrence of Fusarium mycotoxins (deoxynivalenol, nivalenol, 3-acetyl-deoxynivalenol, monoacetoxyscirpenol, diacetoxyscirpenol, T-2 toxin, HT-2 toxin, and zearalenone), as well as ochratoxin A, in 60 winter rye samples of four varieties (KWS Binntto, KWS Serafino, Dańkowskie Granat and Farm Saved Seed) cultivated in three consecutive growing seasons in five different regions of Poland was determined using liquid chromatography with tandem mass spectrometry and fluorescence detection. Deoxynivalenol, T-2 toxin, HT-2 toxin, and zearalenone had the highest occurrence in samples (90%, 63%, 57%, and 45% positive results, respectively). The mean concentrations of these analytes were 28.8 µg/kg (maximum 354.1 µg/kg), 0.98 µg/kg (maximum 6.63 µg/kg), 2.98 µg/kg (maximum 29.8 µg/kg), and 0.69 µg/kg (maximum 10.2 µg/kg), respectively. The mean concentrations for individual mycotoxins were highest in the 2016/2017 growing season. In the 2016/2017 growing season, at least two mycotoxins were detected in 95% of the samples, while in the 2018/2019 growing season, 70% of samples contained one or no mycotoxins. The frequencies of mycotoxin occurrence in different rye varieties were similar. Although a high frequency of mycotoxin occurrence was noted (especially deoxynivalenol), their concentrations were low, and none of the analyzed rye samples exceeded the maximum acceptable mycotoxin level set by the European Commission.Entities:
Keywords: Fusarium mycotoxins; LC-MS; chromatography; ochratoxin A; trichothecenes; winter rye
Year: 2020 PMID: 32604961 PMCID: PMC7354531 DOI: 10.3390/toxins12060423
Source DB: PubMed Journal: Toxins (Basel) ISSN: 2072-6651 Impact factor: 4.546
Figure 1Temperature (ten-days mean) during the growing seasons of winter rye (recorded at Boguszyn).
Figure 2Precipitation (ten-days mean) during the growing seasons of winter rye (recorded at Boguszyn).
Concentrations of mycotoxins in investigated rye samples in different growing seasons.
| DON | NIV | 3ADON | MAS | DAS | T2 | HT2 | ZEN | OTA | |
|---|---|---|---|---|---|---|---|---|---|
| Growing Season 2016/2017 | |||||||||
| Number of samples | 20 | 20 | 20 | 20 | 20 | 20 | 20 | 20 | 20 |
| Positive (%) | 100 | 15 | 10 | 5 | 0 | 85 | 85 | 80 | 10 |
| Mean (µg/kg) | 70.6 c | <LOQ | <LOD | <LOD | <LOD | 1.64 c | 6.59 b | 1.82 b | <LOQ |
| Mean positive (µg/kg) | 70.6 | 8.06 | <LOQ | <LOQ | <LOD | 1.93 | 7.75 | 2.27 | 1.58 |
| Median (µg/kg) | 45.2 | <LOD | <LOD | <LOD | <LOD | 0.98 | 3.95 | 0.60 | <LOD |
| Maximum (µg/kg) | 354.1 | 9.72 | 3.00 | <LOQ | <LOD | 6.63 | 29.8 | 10.2 | 2.75 |
|
| |||||||||
| Number of samples | 20 | 20 | 20 | 20 | 20 | 20 | 20 | 20 | 20 |
| Positive (%) | 90 | 10 | 0 | 10 | 0 | 70 | 55 | 50 | 0 |
| Mean (µg/kg) | 9.62 b | <LOQ | <LOD | <LOD | <LOD | 0.96 b | <LOQ a | 0.24 a | <LOD |
| Mean positive (µg/kg) | 10.7 | 15.5 | <LOD | 2.29 | <LOD | 1.37 | 2.27 | 0.49 | <LOD |
| Median (µg/kg) | 8.44 | <LOD | <LOD | <LOD | <LOD | 0.61 | <LOQ | <LOQ | <LOD |
| Maximum (µg/kg) | 27.9 | 26.4 | <LOD | 3.07 | <LOD | 5.62 | 3.25 | 1.99 | <LOD |
|
| |||||||||
| Number of samples | 20 | 20 | 20 | 20 | 20 | 20 | 20 | 20 | 20 |
| Positive (%) | 80 | 5 | 0 | 5 | 0 | 35 | 30 | 5 | 0 |
| Mean (µg/kg) | 6.21 a | <LOD | <LOD | <LOD | <LOD | <LOQ a | <LOQ a | <LOD | <LOD |
| Mean positive (µg/kg) | 7.77 | <LOQ | <LOD | <LOQ | <LOD | 1.03 | 3.64 | <LOQ | <LOD |
| Median (µg/kg) | 4.17 | <LOD | <LOD | <LOD | <LOD | <LOD | <LOD | <LOD | <LOD |
| Maximum (µg/kg) | 17.0 | <LOQ | <LOD | <LOQ | <LOD | 1.68 | 6.93 | <LOQ | <LOD |
For the calculation, the results below the limit of detection (LOD) value were set as zero, whereas the results comprising between the LOD and the limit of quantification (LOQ) were set as the LOQ value for each mycotoxin. Mean concentrations in the same column with different letters a–c are significantly different (α = 0.05).
Concentrations of mycotoxins in investigated rye samples in different samples collection location.
| DON | NIV | 3ADON | MAS | DAS | T2 | HT2 | ZEN | OTA | |
|---|---|---|---|---|---|---|---|---|---|
| Boguszyn | |||||||||
| Number of samples | 12 | 12 | 12 | 12 | 12 | 12 | 12 | 12 | 12 |
| Positive (%) | 75 | 0 | 0 | 0 | 0 | 42 | 42 | 50 | 0 |
| Mean (µg/kg) | 13.3 a | <LOD | <LOD | <LOD | <LOD | <LOQ a | <LOQ a | 0.28 b | <LOD |
| Mean positive (µg/kg) | 17.8 | <LOD | <LOD | <LOD | <LOD | 0.91 | 2.12 | 0.55 | <LOD |
| Median (µg/kg) | 10.2 | <LOD | <LOD | <LOD | <LOD | <LOD | <LOD | <LOQ | <LOD |
| Maximum (µg/kg) | 42.2 | <LOD | <LOD | <LOD | <LOD | 1.22 | 2.58 | 1.92 | <LOD |
|
| |||||||||
| Number of samples | 12 | 12 | 12 | 12 | 12 | 12 | 12 | 12 | 12 |
| Positive (%) | 100 | 0 | 0 | 0 | 0 | 92 | 92 | 33 | 0 |
| Mean (µg/kg) | 13.5 a | <LOD | <LOD | <LOD | <LOD | 2.03 d | 7.43 c | <LOQ a | <LOD |
| Mean positive (µg/kg) | 13.5 | <LOD | <LOD | <LOD | <LOD | 2.21 | 8.10 | 0.23 | <LOD |
| Median (µg/kg) | 8.20 | <LOD | <LOD | <LOD | <LOD | 1.13 | 2.70 | <LOD | <LOD |
| Maximum (µg/kg) | 48.2 | <LOD | <LOD | <LOD | <LOD | 6.63 | 29.8 | 0.30 | <LOD |
|
| |||||||||
| Number of samples | 12 | 12 | 12 | 12 | 12 | 12 | 12 | 12 | 12 |
| Positive (%) | 100 | 17 | 0 | 25 | 0 | 50 | 50 | 58 | 0 |
| Mean (µg/kg) | 19.3 b | <LOQ | <LOD | <LOQ | <LOD | 0.98 b | 3.38 b | 0.37 c | <LOD |
| Mean positive (µg/kg) | 19.3 | 15.5 | <LOD | 2.02 | <LOD | 1.96 | 6.77 | 0.63 | <LOD |
| Median (µg/kg) | 14.0 | <LOD | <LOD | <LOD | <LOD | <LOQ | <LOQ | 0.21 | <LOD |
| Maximum (µg/kg) | 48.3 | 26.4 | <LOD | 3.07 | <LOD | 3.01 | 14.47 | 1.99 | <LOD |
|
| |||||||||
| Number of samples | 12 | 12 | 12 | 12 | 12 | 12 | 12 | 12 | 12 |
| Positive (%) | 75 | 25 | 8 | 8 | 0 | 58 | 50 | 42 | 8 |
| Mean (µg/kg) | 44.0 c | <LOQ | <LOD | <LOD | <LOD | <LOQ a | <LOQ a | 0.93 d | <LOQ |
| Mean positive (µg/kg) | 58.6 | 6.10 | <LOQ | <LOQ | <LOD | 0.74 | 3.58 | 2.24 | 2.75 |
| Median (µg/kg) | <LOQ | <LOD | <LOD | <LOD | <LOD | <LOQ | <LOQ | <LOD | <LOD |
| Maximum (µg/kg) | 210.7 | 9.72 | <LOQ | <LOQ | <LOD | 1.44 | 5.51 | 3.82 | 2.75 |
|
| |||||||||
| Number of samples | 12 | 12 | 12 | 12 | 12 | 12 | 12 | 12 | 12 |
| Positive (%) | 100 | 8 | 8 | 0 | 0 | 75 | 50 | 42 | 8 |
| Mean (µg/kg) | 54.1 d | <LOD | <LOD | <LOD | <LOD | 1.10 c | <LOQ a | 1.80 e | <LOD |
| Mean positive (µg/kg) | 54.1 | 8.89 | <LOQ | <LOD | <LOD | 1.47 | 2.80 | 4.32 | <LOQ |
| Median (µg/kg) | 12.9 | <LOD | <LOD | <LOD | <LOD | <LOQ | <LOQ | <LOD | <LOD |
| Maximum (µg/kg) | 354.1 | 8.89 | <LOQ | <LOD | <LOD | 5.62 | 3.57 | 10.2 | <LOQ |
For the calculation, the results below the LOD value were set as zero, whereas the results comprising between the LOD and the LOQ were set as the LOQ value for each mycotoxin. Mean concentrations in the same column with different letters a-e are significantly different (α = 0.05).
Concentrations of mycotoxins in investigated rye samples in different varieties.
| DON | NIV | 3ADON | MAS | DAS | T2 | HT2 | ZEN | OTA | |
|---|---|---|---|---|---|---|---|---|---|
| KWS Binntto hybrid rye | |||||||||
| Number of samples | 15 | 15 | 15 | 15 | 15 | 15 | 15 | 15 | 15 |
| Positive (%) | 87 | 20 | 7 | 7 | 0 | 67 | 60 | 47 | 0 |
| Mean (µg/kg) | 24.1 b | <LOQ | <LOD | <LOD | <LOD | 1.06 c | 4.01 c | 1.13 d | <LOD |
| Mean positive (µg/kg) | 27.8 | 15.0 | <LOQ | 3.07 | <LOD | 1.59 | 6.69 | 2.42 | <LOD |
| Median (µg/kg) | 12.1 | <LOD | <LOD | <LOD | <LOD | <LOQ | <LOQ | <LOD | <LOD |
| Maximum (µg/kg) | 136.7 | 26.4 | <LOQ | 3.07 | <LOD | 5.42 | 23.9 | 10.2 | <LOD |
|
| |||||||||
| Number of samples | 15 | 15 | 15 | 15 | 15 | 15 | 15 | 15 | 15 |
| Positive (%) | 93 | 7 | 0 | 7 | 0 | 60 | 53 | 40 | 7 |
| Mean (µg/kg) | 28.4 c | <LOD | <LOD | <LOD | <LOD | 0.80 a | 2.03 b | 0.35 a | <LOQ |
| Mean positive (µg/kg) | 30.4 | 4.65 | <LOD | <LOQ | <LOD | 1.34 | 3.81 | 0.87 | 2.75 |
| Median (µg/kg) | 9.05 | <LOD | <LOD | <LOD | <LOD | 0.65 | <LOQ | <LOD | <LOD |
| Maximum (µg/kg) | 210.7 | 4.65 | <LOD | <LOQ | <LOD | 3.00 | 9.88 | 3.28 | 2.75 |
|
| |||||||||
| Number of samples | 15 | 15 | 15 | 15 | 15 | 15 | 15 | 15 | 15 |
| Positive (%) | 87 | 7 | 0 | 7 | 0 | 60 | 53 | 53 | 7 |
| Mean (µg/kg) | 19.3 a | <LOD | <LOD | <LOD | <LOD | 0.86 b | <LOQ a | 0.59 b | <LOD |
| Mean positive (µg/kg) | 22.3 | 5.58 | <LOD | <LOQ | <LOD | 1.43 | 3.42 | 1.10 | <LOQ |
| Median (µg/kg) | 7.83 | <LOD | <LOD | <LOD | <LOD | <LOQ | <LOQ | <LOQ | <LOD |
| Maximum (µg/kg) | 96.6 | 5.58 | <LOD | <LOQ | <LOD | 5.62 | 6.51 | 3.64 | <LOQ |
|
| |||||||||
| Number of samples | 15 | 15 | 15 | 15 | 15 | 15 | 15 | 15 | 15 |
| Positive (%) | 93 | 7 | 7 | 7 | 0 | 67 | 60 | 40 | 0 |
| Mean (µg/kg) | 43.5 d | <LOD | <LOD | <LOD | <LOD | 1.21 d | 4.04 c | 0.70 c | <LOD |
| Mean positive (µg/kg) | 46.7 | <LOQ | <LOQ | <LOQ | <LOD | 1.82 | 6.73 | 1.75 | <LOD |
| Median (µg/kg) | 11.3 | <LOD | <LOD | <LOD | <LOD | <LOQ | <LOQ | <LOD | <LOD |
| Maximum (µg/kg) | 354.1 | <LOQ | <LOQ | <LOQ | <LOD | 6.63 | 29.76 | 6.79 | <LOD |
For the calculation, the results below the LOD value were set as zero, whereas the results comprising between the LOD and the LOQ were set as the LOQ value for each mycotoxin. Mean concentrations in the same column with different letters a-d are significantly different (α = 0.05).
Figure 3Distribution of the number of mycotoxins in different growing seasons.
Figure 4Distribution of the number of mycotoxins in different rye varieties.
Figure 5Distribution of the number of mycotoxins in different samples collection location.
Figure 6Percentage of co-occurrence of mycotoxins in different growing seasons.
Figure 7Percentage of co-occurrence of mycotoxins in different rye varieties.
Figure 8Percentage of co-occurrence of mycotoxins in different locations.
Correlation between individual mycotoxins in rye samples.
| DON | T2 | HT2 | ZEN | |
|---|---|---|---|---|
| DON | 1 | |||
| T2 | 0.124 | 1 | ||
| HT2 | 0.134 | 0.840 a | 1 | |
| ZEN | 0.708 a | 0.001 | 0.010 | 1 |
a Significant at p < 0.001.
Figure 9Five locations in Poland where rye samples were cultivated and collected (Boguszyn–blue; Prusim–red; Walewice–yellow; Marianowo–green; Wyczechy–black).
Optimized electrospray ionization tandem mass spectrometry (ESI)-MS/MS conditions for analytical method.
| Precursor Ion | Product Ions | Declustering Potential | Collision Energy | Cell Exit Potential | ||
|---|---|---|---|---|---|---|
| NIV | [M+Ac]− | 371.1 | 281.0/59.0 | −40 | −22/−40 | −14/−5 |
| DON | [M+Ac]− | 355.1 | 264.8/58.9 | −35 | −20/−38 | −17/−1 |
| 13C-DON | [M+Ac]− | 370.2 | 310.0 | −50 | −14 | −7 |
| 3ADON | [M+Ac]− | 397.1 | 307.0/59.0 | −50 | −18/−42 | −7/−1 |
| MAS | [M+NH4]+ | 342.1 | 265.0/107.1 | 46 | 13/19 | 18/6 |
| DAS | [M+NH4]+ | 384.1 | 307.0/247.0 | 51 | 17/19 | 20/16 |
| HT2 | [M+NH4]+ | 442.2 | 215.0/263.0 | 51 | 19/17 | 14/18 |
| 13C-HT2 | [M+NH4]+ | 464.1 | 278.1 | 51 | 17 | 18 |
| T2 | [M+NH4]+ | 484.1 | 215.0/185.0 | 61 | 25/29 | 14/12 |
| 13C-T2 | [M+NH4]+ | 508.3 | 322.1 | 61 | 19 | 8 |
| ZEN | [M-H]− | 317.1 | 130.8/174.9 | −85 | −40/−32 | −7/−9 |
| 13C-ZEN | [M-H]− | 335.1 | 139.9 | −100 | −42 | −7 |
* Values are given in the order quantifier/qualifier.
Method performance parameters.
| Mycotoxin | LOD (µg/kg) | LOQ (µg/kg) | Linearity (µg/kg) | Recovery (%) ± RSD ( |
|---|---|---|---|---|
| NIV | 1.0 | 3.0 | 5–1000 | 75 ± 4 |
| DON | 1.0 | 3.0 | 5–2000 | 90 ± 2 |
| 3ADON | 1.0 | 3.0 | 5–500 | 90 ± 7 |
| MAS | 0.50 | 1.5 | 5–500 | 85 ± 5 |
| DAS | 0.33 | 1.0 | 5–500 | 90 ± 3 |
| HT2 | 0.67 | 2.0 | 5–1000 | 82 ± 4 |
| T2 | 0.20 | 0.60 | 5–1000 | 88 ± 3 |
| ZEN | 0.07 | 0.20 | 5–500 | 110 ± 5 |