Anthocyanin Content and Fusarium Mycotoxins in Pigmented Wheat (Triticum aestivum L. spp. aestivum): An Open Field Evaluation
Abstract
:1. Introduction
2. Results and Discussion
3. Materials and Methods
3.1. Chemicals
3.2. Samples
3.3. Sample Preparation for Mycotoxin Analysis
3.4. UHPLC-MS/MS Mycotoxin Analysis
3.5. Extraction of Anthocyanins
3.6. UHPLC-MS/MS Anthocyanins Analysis
3.7. Statistical Analysis
4. Conclusions
Supplementary Materials
Author Contributions
Funding
Data Availability Statement
Acknowledgments
Conflicts of Interest
References
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Growing Season | Month | Rainfall | Rainy Days | GDD 1 |
---|---|---|---|---|
(mm) | (days) | (Σ °C d−1) | ||
2018–2019 | November | 124 | 5 | 292 |
December | 11 | 1 | 151 | |
January | 6 | 1 | 141 | |
February | 43 | 7 | 195 | |
March | 17 | 4 | 314 | |
April | 116 | 7 | 393 | |
May | 178 | 9 | 478 | |
June | 40 | 4 | 667 | |
November–June | 535 | 39 | 2632 | |
November–March | 200 | 19 | 1093 | |
April–June | 335 | 21 | 1539 | |
2019–2020 | November | 314 | 12 | 249 |
December | 132 | 8 | 193 | |
January | 5 | 1 | 168 | |
February | 1 | 0 | 229 | |
March | 62 | 7 | 285 | |
April | 81 | 10 | 414 | |
May | 122 | 7 | 579 | |
June | 113 | 7 | 624 | |
November–June | 830 | 52 | 2741 | |
November–March | 514 | 28 | 1124 | |
April–June | 317 | 24 | 1617 |
Year | Grain Colour | Variety | Cyanidin | Dephinidin | Peonidin | Petunidin | Malvidin | Pelargonidin | Total ACNs | ||||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
µg kg−1 | |||||||||||||||||
3-O-Glc | 3-O-Rut | O-MalHex | 3-O-Glc | 3-O-Rut | 3-O-Glc | 3-O-Rut | O-MalHex | 3-O-Glc | 3-O-Rut | 3-O-Glc | 3-O-Glc | 3-O-Rut | O-MalHex | ||||
2020 | Black | AF Zora | 735 ± 36 b | 1867 ± 89 a | 398 ± 92 c | 622 ± 53 a | 1041 ± 97 a | 644 ± 149 b | 1583 ± 345 a | 1660 ± 409 b | 127 ± 6 a | 353 ± 27 a | 122 ± 0 | 86 ± 11 b | 99 ± 14 b | 34 ± 4 c | 9488 ± 930 |
KM 98-18 | 415 ± 84 c | 1983 ± 399 ab | 225 ± 26 c | 419 ± 51 b | 1185 ± 18 9 a | 241 ± 35 c | 576 ± 78 c | 597 ± 90 d | 106 ± 5 a | 387 ± 51 a | 118 ± 2 | 27 ± 2 c | 30 ± 2 de | <LOD | 6345 ± 1012 | ||
Blue | Skorpion | 278 ± 48 d | 1449 ± 240 b | 93 ± 21 d | 323 ± 28 c | 838 ± 93 b | 129 ± 20 d | 420 ± 66 c | 251 ± 55 e | 99 ± 4 ab | 293 ± 27 b | 113 ± 1 | 32 ± 4 c | 41 ± 7 d | <LOQ | 4372 ± 630 | |
AF Oxana | 146 ± 29 d | 967 ± 213 c | 29 ± 3 e | 289 ± 37 c | 817 ± 152 b | 58 ± 4 d | 236 ± 48 d | 61 ± 6 f | 90 ± 4 b | 253 ± 42 b | 111 ± 4 | <LOQ | 25 ± 1 e | 25 ± 0 c | 3074 ± 551 | ||
KM 72-18 | 164 ± 45 d | 752 ± 273 c | 32 ± 8 e | 255 ± 40 c | 508 ± 123 c | 66 ± 11 d | 217 ± 50 d | 74 ± 30 f | 90 ± 5 b | 197 ± 45 bc | 109 ± 3 | <LOD | 27 ± 0 e | 150 ± 27 b | 2453 ± 591 | ||
Purple | AnthograinTM CDC | 1362 ± 180 a | 1459 ± 154 b | 2194 ± 239 a | <LOD | <LOD | 1354 ± 185 a | 729 ± 81 b | 3517 ± 341 a | <LOD | 72 ± 0.2 c | 111 ± 3 | 97 ± 9 b | 64 ± 5 c | 37 ± 2 c | 11110 ± 1158 | |
Ceraso | 451 ± 31 c | 2077 ± 282 a | 281 ± 19 c | 412 ± 33 b | 1211 ± 172 a | 287 ± 24 c | 593 ± 83 c | 758 ± 90 c | 104 ± 5 a | 379 ± 51 a | 118 ± 3 | 29 ± 1 c | 31 ± 2 d | 35 ± 2 c | 6766 ± 720 | ||
Jumiko | 87 ± 9 e | 124 ± 6 e | 142 ± 16 d | <LOD | 118 ± 5 d | 273 ± 27 c | 262 ± 19 d | 735 ± 77 c | <LOD | 74 ± 1 c | <LOD | 26 ± 0 c | 25 ± 0 d | 50 ± 4 c | 1891 ± 135 | ||
KM 106-18 | 94 ± 14 e | 206 ± 28 e | 169 ± 12 d | <LOD | 122 ± 6 d | 224 ± 24 c | 321 ± 41 d | 650 ± 54 cd | <LOD | 75 ± 2 c | <LOD | 30 ± 2 c | 30 ± 3 d | 174 ± 42 b | 1970 ± 185 | ||
Merlot | 244 ± 41 d | 464 ± 74 d | 277 ± 50 c | <LOD | 111 ± 0 d | 587 ± 122 b | 842 ± 157 b | 1665 ± 368 b | <LOD | 75 ± 1 c | <LOD | 77 ± 14 b | 79 ± 14 bc | 365 ± 16 a | 4471 ± 823 | ||
Rosso | 571 ± 14 c | 1443 ± 94 b | 794 ± 34 b | <LOD | <LOD | 1071 ± 20 a | 1699 ± 82 a | 3367 ± 104 a | <LOD | 77 ± 1 c | <LOD | 135 ± 3 a | 167 ± 10 a | 49 ± 9 c | 9664 ± 348 | ||
Red | Aubusson | 28 ± 5 f | 59 ± 32 f | 25 ± 1 e | 118 ± 0 d | 125 ± 22 d | 52 ± 1 d | 57 ± 3 e | 66 ± 4 f | <LOQ | 80 ± 1 c | <LOD | <LOQ | <LOQ | 212 ± 14 ab | 437 ± 206 | |
Mean ± SD | 381 ± 376 | 1071 ± 742 | 388 ± 680 | 348 ± 158 | 608 ± 465 | 416 ± 422 | 628 ± 526 | 1117 ± 1215 | 103 ± 14 | 193 ± 133 | 115 ± 5 | 60 ± 40 | 56 ± 44 | 113 ± 12 | 5170 ± 3495 | ||
3-O-Glc | 3-O-Rut | O-MalHex | 3-O-Glc | 3-O-Rut | 3-O-Glc | 3-O-Rut | O-MalHex | 3-O-Glc | 3-O-Rut | 3-O-Glc | 3-O-Glc | 3-O-Rut | O-MalHex | Total ACNs | |||
2019 | Black | AF Zora | 151 ± 14 b | 413 ± 54 a | 97 ± 25 c | 214 ± 28 a | 324 ± 67 ab | 209 ± 51 b | 509 ± 76 a | 509 ± 145 b | 78 ± 5 | 163 ± 35 | 95 ± 3 | 13 ± 4 | 13 ± 2 | 4 ± 2 | 2818 ± 161 |
KM 98-18 | 129 ± 7 b | 596 ± 52 a | 111 ± 34 b | 194 ± 18 ab | 474 ± 43 a | 125 ± 26 c | 296 ± 14 bc | 321 ± 97 c | 75 ± 3 | 228 ± 14 | 96 ± 0 | <LOQ | <LOQ | <LOQ | 2650 ± 86 | ||
Blue | Skorpion | 38 ± 6 d | 275 ± 57 b | 7 ± 2 e | 136 ± 5 b | 252 ± 34 b | 44 ± 4 d | 166 ± 38 c | 57 ± 14 e | 70 ± 1 | 137 ± 19 | 92 ± 3 | <LOQ | <LOQ | <LOQ | 1275 ± 149 | |
AF Oxana | 47 ± 3 d | 404 ± 26 a | 3 ± 1 e | 175 ± 9 b | 423 ± 20 a | 37 ± 1 d | 175 ± 8 c | 38 ± 6 e | 72 ± 1 | 185 ± 9 | 92 ± 1 | <LOQ | <LOQ | <LOD | 1639 ± 51 | ||
KM 72-18 | 73 ± 36 c | 393 ± 156 ab | 3 ± 2 e | 186 ± 45 ab | 324 ± 96 ab | 42 ± 5 d | 187 ± 55 c | 36 ± 3 e | 78 ± 8 | 176 ± 49 | 96 ± 6 | <LOQ | <LOQ | 31 ± 8 | 1593 ± 461 | ||
Purple | AnthograinTM CDC | 436 ± 56 a | 381 ± 73 b | 711 ± 64 a | <LOD | <LOQ | 655 ± 70 a | 329 ± 58 b | 1789 ± 140 a | 63 ± 2 | <LOD | <LOD | 22 ± 3 | 6 ± 2 | 65 ± 9 | 4451 ± 457 | |
Ceraso | 65 ± 13 c | 131 ± 21 c | 118 ± 24 b | <LOD | 88 ± 2 c | 195 ± 34 bc | 196 ± 39 c | 572 ± 84 b | <LOQ | <LOD | <LOD | 19 ± 3 | 11 ± 3 | <LOQ | 1458 ± 229 | ||
Jumiko | 14 ± 6 e | 53 ± 3 d | 28 ± 13 d | <LOD | 89 ± 2 c | 79 ± 25 d | 56 ± 11 e | 186 ± 77 d | <LOQ | <LOD | <LOD | <LOQ | <LOD | 9 ± 1 | 504 ± 133 | ||
KM 106-18 | 33 ± 5 d | 73 ± 4 d | 72 ± 9 c | <LOD | 86 ± 0 c | 123 ± 9 c | 97 ± 9 d | 345 ± 30 c | <LOQ | <LOD | <LOD | <LOQ | <LOQ | 18 ± 2 | 780 ± 72 | ||
Merlot | 33 ± 3 d | 77 ± 4 d | 37 ± 3 d | <LOD | 88 ± 2 c | 147 ± 5 c | 107 ± 7 d | 333 ± 17 c | <LOQ | <LOD | <LOD | 5 ± 0.4 | <LOQ | 83 ± 45 | 844 ± 41 | ||
Rosso | 167 ± 85 b | 258 ± 122 bc | 222 ± 109 b | <LOD | 86 ± 0 c | 381 ± 164 b | 419 ± 206 ab | 1238 ± 565ab | <LOQ | <LOD | <LOD | 23 ± 13 | 17 ± 12 | <LOQ | 2866 ± 1276 | ||
Red | Aubusson | <LOQ | 49 ± 0 d | <LOQ | <LOD | 86 ± 0 c | <LOQ | 35 ± 0 e | 39 ± 2 e | <LOQ | <LOD | <LOD | <LOQ | <LOD | 59 ± 5 | 82 ± 112 | |
Mean ± SD | 108 ± 120 | 258 ± 182 | 128 ± 204 | 181 ± 29 | 211 ± 153 | 185 ± 185 | 215 ± 146 | 455 ± 540 | 73 ± 6 | 178 ± 33 | 94 ± 2 | 16 ± 8 | 12 ± 51 | 39 ± 31 | 1747 ± 1240 |
Year | Grain Colour | Variety | DON | DON3Glc | 3/15Ac-DON | ZEN | Enniatin B | T-2 | HT-2 |
---|---|---|---|---|---|---|---|---|---|
mg kg−1 | |||||||||
2020 | Black | AF Zora | 2.327 ± 1.021 d | 0.101 ± 0.034 d | <LOD | 0.012 ± 0.000 d | 0.247 ± 0.138 d | <LOQ | <LOD |
KM 98-18 | 3.280 ± 2.093 c | 0.141 ± 0.060 c | <LOD | 0.045 ± 0.014 b | 0.518 ± 0.388 b | <LOQ | <LOQ | ||
Blue | Skorpion | 7.235 ± 2.594 b | 0.289 ± 0.060 b | <LOD | 0.098 ± 0.047 a | 0.418 ± 0.317 c | <LOQ | <LOQ | |
AF Oxana | 9.603 ± 2.767 a | 0.357 ± 0.092 a | <LOD | 0.088 ± 0.037 a | 0.681 ± 0.314 b | <LOQ | <LOQ | ||
KM 72-18 | 6.769 ± 3.163 b | 0.329 ± 0.103 a | <LOD | 0.057 ± 0.020 b | 0.951 ± 0.366 a | <LOQ | <LOQ | ||
Purple | AnthograinTM CDC | 1.466 ± 0.561 d | 0.084 ± 0.010 d | <LOD | 0.028 ± 0.013 c | 0.281 ± 0.227 d | <LOD | <LOD | |
Ceraso | 2.333 ± 1.406 d | 0.100 ± 0.054 d | <LOD | 0.034 ± 0.007 c | 0.554 ± 0.509 b | <LOD | <LOQ | ||
Jumiko | 2.562 ± 0.271 d | 0.177 ± 0.017 c | <LOD | 0.023 ± 0.021 c | 0.317 ± 0.192 c | <LOD | <LOD | ||
KM 106-18 | 3.889 ± 1.008 c | 0.174 ± 0.033 c | <LOD | 0.040 ± 0.032 b | 0.416 ± 0.103 c | <LOQ | <LOQ | ||
Merlot | 3.460 ± 0.494 c | 0.152 ± 0.030 c | <LOD | 0.032 ± 0.015 c | 0.194 ± 0.071 de | <LOD | <LOD | ||
Rosso | 1.555 ± 0.247 d | 0.107 ± 0.028 d | <LOD | 0.027 ± 0.014 c | 0.129 ± 0.066 e | <LOD | <LOD | ||
Red | Aubusson | 0.471 ± 0.128 e | 0.033 ± 0.007 e | <LOD | 0.01 ± 0.000 d | 0.125 ± 0.057 e | <LOD | <LOD | |
Mean ± SD | 3.746 ± 2.991 | 0.170 ± 0.109 | n.d. | 0.046 ± 0.033 | 0.403 ± 0.326 | n.d. | n.d | ||
2019 | Black | AF Zora | 1.058 ± 0.176 cd | 0.054 ± 0.013 b | <LOD | <LOD | 0.083 ± 0.011 c | <LOD | <LOD |
KM 98-18 | 1.046 ± 0.299 cd | 0.046 ± 0.013 c | <LOD | <LOQ | 0.121 ± 0.068 b | <LOD | <LOQ | ||
Blue | Skorpion | 3.212 ± 0.772 a | 0.127 ± 0.026 a | <LOD | 0.081 ± 0.000 | 0.130 ± 0.047 ab | <LOD | <LOD | |
AF Oxana | 3.922 ± 0.266 a | 0.105 ± 0.018 a | <LOD | <LOD | 0.103 ± 0.012 b | <LOD | <LOQ | ||
KM 72-18 | 1.377 ± 0.352 c | 0.059 ± 0.021 b | <LOD | <LOQ | 0.171 ± 0.043 a | <LOD | 0.021 ± 0.000 | ||
Purple | AnthograinTM CDC | 0.539 ± 0.121 f | 0.030 ± 0.000 d | <LOD | <LOD | 0.034 ± 0.012 d | <LOQ | <LOQ | |
Ceraso | 0.653 ± 0.199 e | <LOQ | <LOD | 0.010 ± 0.000 | 0.026 ± 0.000 e | <LOD | <LOD | ||
Jumiko | 0.752 ± 0.060 e | 0.029 ± 0.006 d | <LOD | <LOD | 0.044 ± 0.014 d | <LOD | <LOD | ||
KM 106-18 | 0.960 ± 0.361 d | 0.033 ± 0.008 d | <LOD | <LOD | 0.039 ± 0.005 d | <LOD | <LOD | ||
Merlot | 2.039 ± 0.986 bc | 0.053 ± 0.015 b | <LOD | <LOD | 0.022 ± 0.000 e | <LOD | <LOD | ||
Rosso | 1.040 ± 0.449 | 0.057 ± 0.013 b | <LOD | <LOD | 0.038 ± 0.027 d | <LOD | <LOD | ||
Red | Aubusson | 0.961 ± 0.114 d | 0.054 ± 0.015 b | <LOD | <LOQ | 0.058 ± 0.037 | <LOQ | <LOQ | |
Mean ± SD | 1.463 ± 1.096 | 0.053 ± 0.034 | n.d. | 0.052 ± 0.021 | 0.079 ± 0.011 | n.d. | n.d. |
Grain Color | Variety | Status | Registration | Responsible of Selection |
---|---|---|---|---|
Red (control) | Aubusson | Cultivar | 2003 | Limagrain Italia S.p.A., Fidenza (PR), Italy |
Purple | AnthograinTM CDC | Cultivar | 2018 | Hetland Seeds Ltd., Naicam, SK, Canada |
Ceraso | Cultivar | 2014 | Saatzucht Donau GesmbH. and CoKG, Austria | |
AF Jumiko | Cultivar | 2018 | Agrotest Fyto, Ltd., Kroměříž, Czech Republic | |
KM 106-18 | Breeding line | Agrotest Fyto, Ltd., Kroměříž, Czech Republic | ||
Merlot | Cultivar | 2015 | Saatzucht Donau GesmbH. and CoKG, Austria | |
Rosso | Cultivar | 2011 | Saatzucht Donau GesmbH. and CoKG, Austria | |
Blue | Skorpion | Cultivar | 2011 1 | Agrotest Fyto, Ltd., Kroměříž, Czech Republic |
AF Oxana | Cultivar | 2019 | Agrotest Fyto, Ltd., Kroměříž, Czech Republic | |
KM 72-18 | Breeding line | Agrotest Fyto, Ltd., Kroměříž, Czech Republic | ||
Black | AF Zora | Cultivar | 2021 | Agrotest Fyto, Ltd., Kroměříž, Czech Republic |
KM 98-18 | Breeding line | Agrotest Fyto, Ltd., Kroměříž, Czech Republic |
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Gozzi, M.; Blandino, M.; Dall’Asta, C.; Martinek, P.; Bruni, R.; Righetti, L. Anthocyanin Content and Fusarium Mycotoxins in Pigmented Wheat (Triticum aestivum L. spp. aestivum): An Open Field Evaluation. Plants 2023, 12, 693. https://doi.org/10.3390/plants12040693
Gozzi M, Blandino M, Dall’Asta C, Martinek P, Bruni R, Righetti L. Anthocyanin Content and Fusarium Mycotoxins in Pigmented Wheat (Triticum aestivum L. spp. aestivum): An Open Field Evaluation. Plants. 2023; 12(4):693. https://doi.org/10.3390/plants12040693
Chicago/Turabian StyleGozzi, Marco, Massimo Blandino, Chiara Dall’Asta, Petr Martinek, Renato Bruni, and Laura Righetti. 2023. "Anthocyanin Content and Fusarium Mycotoxins in Pigmented Wheat (Triticum aestivum L. spp. aestivum): An Open Field Evaluation" Plants 12, no. 4: 693. https://doi.org/10.3390/plants12040693
APA StyleGozzi, M., Blandino, M., Dall’Asta, C., Martinek, P., Bruni, R., & Righetti, L. (2023). Anthocyanin Content and Fusarium Mycotoxins in Pigmented Wheat (Triticum aestivum L. spp. aestivum): An Open Field Evaluation. Plants, 12(4), 693. https://doi.org/10.3390/plants12040693