| Literature DB >> 27092526 |
Marian Wiwart1, Elżbieta Suchowilska2, Wolfang Kandler3, Michael Sulyok4, Urszula Wachowska5, Rudolf Krska6.
Abstract
Several cultivars and pure lines of Triticum monococcum, T. dicoccon, T. polonicum, T. spelta and T. aestivum were inoculated with Fusarium culmorum, the causal agent of Fusarium head blight in wheat. During the three-year study, the infection decreased the values of the analyzed yield components: spike weight (by 5.6% to 15.8%), number of kernels per spike (by 2.8% to 11.8%) and one kernel weight (by 8.4% to 10.7%). T. spelta was characterized by the weakest average response to infection. The grain from inoculated spikes contained significantly higher concentrations of deoxynivalenol (DON) and its 3-β-D-glucoside (D3G) than control grain. The D3G/DON ratio ranged from 11.4% to 21.4% in control grain and from 8.1% to 11.6% in inoculated grain. The lowest levels of mycotoxins were found in spelt, and the highest in T. polonicum lines and Kamut. PCA revealed that the grain of T. polonicum was characterized by an entirely different mycotoxin profile. The weakest response to F. culmorum infections was noted in T. spelta, and the strongest response in T. polonicum breeding lines and Kamut.Entities:
Keywords: Fusarium head blight; mycotoxins; ploidy level; principal component analysis; wheat
Mesh:
Substances:
Year: 2016 PMID: 27092526 PMCID: PMC4848638 DOI: 10.3390/toxins8040112
Source DB: PubMed Journal: Toxins (Basel) ISSN: 2072-6651 Impact factor: 4.546
Figure 1Precipitation and average temperatures in growing seasons of 2010, 2011, and 2012 in the experimental station in Bałcyny.
The values of three yield components of five Triticum sp. taxa inoculated with F. culmorum in each year of the experiment (2010–2012).
| Species | Treatment | Weight of One Spike (g) | Number of Kernels per Spike | One Kernel Weight (mg) | ||||||
|---|---|---|---|---|---|---|---|---|---|---|
| 2010 | 2011 | 2012 | 2010 | 2011 | 2012 | 2010 | 2011 | 2012 | ||
| 0.9 | 0.9 | 0.9 | 19.7 | 20.6 | 14.3 | 30.0 | 29.3 | 38.6 | ||
| 0.9 | 0.8 | 0.8 | 17.2 | 20.6 | 10.5 | 28.4 | 25.3 | 35.0 | ||
| 1 | 0 | 11.1 | 11.1 | 12.7 | 0 | 26.6 | 5.3 | 13.7 | 9.3 | |
| 1.7 | 1.9 | 1.9 | 32.9 | 38.4 | 25.3 | 31.8 | 33.6 | 47.9 | ||
| 1.6 | 1.8 | 1.5 | 30.1 | 39.7 | 21.1 | 31.9 | 30.2 | 41.1 | ||
| 1 | 5.9 | 5.3 | 21.1 | 8.5 | −3.4 | 16.6 | −0.3 | 10.1 | 14.2 | |
| 2.3 | 1.9 | 1.8 | 31.4 | 33.1 | 22.1 | 44.8 | 40.2 | 57.2 | ||
| 2.1 | 1.9 | 1.7 | 28.5 | 34.1 | 22.4 | 40.5 | 37.2 | 55.0 | ||
| 1 | 8.7 | 0 | 5.6 | 9.2 | −3.0 | −1.4 | 9.6 | 7.5 | 3.8 | |
| 1.8 | 2.3 | 2.5 | 21.2 | 29.3 | 20.9 | 50.1 | 54.6 | 72.9 | ||
| 1.5 | 2.1 | 2.3 | 15.4 | 27.1 | 21.6 | 43.5 | 48.3 | 69.1 | ||
| 1 | 16.7 | 8.7 | 8.0 | 27.4 | 7.5 | −3.3 | 13.2 | 11.5 | 5.2 | |
| 1.6 | 2.0 | 2.3 | 34.3 | 41.1 | 30.6 | 35.9 | 38.4 | 56.5 | ||
| 1.3 | 1.6 | 1.9 | 31.6 | 35.4 | 28.6 | 28.1 | 33.9 | 49.8 | ||
| 1 | 18.8 | 20.0 | 17.4 | 7.9 | 13.9 | 6.5 | 21.7 | 11.7 | 11.9 | |
C—control; I—inoculation.
The F-values (with two degrees of freedom) and the relevant probability values (p) for the weight of one spike, number of kernels per spike, and one kernel weight in three years of the experiment (2010–2012) under head inoculation with F. culmorum.
| Source of Variation | Weight of One Spike (g) | Number of Kernels per Spike | One Kernel Weight (mg) |
|---|---|---|---|
| Genotype ( | F (13, 168) = 30.4, | F (13, 168) = 2,085.2, | F (13, 168) = 4,497, |
| Inoculation ( | F (1, 168) = 3.8, | F (1, 168) = 785.7, | F (1, 168) = 307, |
| Year ( | F (2, 168) = 1.1, NS | F (2, 168) = 6,389.4, | F (2, 168) = 1,893, |
| F (13, 168) = 0.29, NS | F (13, 168) = 38.7, | F (13, 168) = 24, | |
| F (26, 168) = 0.79, NS | F (26, 168) = 183.2, | F (26, 168) = 78, | |
| F (2, 168) = 9.2, | F (2, 168) = 164.8, | F (2, 168) = 17,085, | |
| F (26, 168) = 3.4, | F (26, 168) = 49.0, | F (26, 168) = 292, |
NS—not significant.
Figure 2Principal Component Analysis (PCA) results for three biometric parameters of the examined Triticum genotypes (mean values for three years). Factor loading values based on the correlations between the Principal Component (PC) (PC1 and PC2, respectively) and spike weight, number of kernels per spike, and one kernel weight are equal: −0.992 and 0.024, −0.665 and−0.743 ,and −0.806 and 0.584, respectively.
Mean toxin concentrations (μg∙kg−1) in the grain of five examined Triticum species in 2010. Limits of detection (LODs) are given in brackets. If the toxin concentration in a sample was below the LOD, then half of the LOD was used for calculation; †—sum of enniatins (A, A1, A2, B, B1, B2, B3) and beauvericin; #>LOD—number of samples > LOD.
| Species | Treatment | Measure | DON (8) | D-3G (1) | 3-Ac DON (2) | Deepoxy-DON (15) | NIV (5) | ZEA (2) | ZEA-4 Sulfate (1) | MON (20) | Apicidin (0.04) | Tentoxin (0.2) | AOH (30) | AME (0.8) | AUF (24) | Hexadepsipeptides † |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| mean | <LOD | <LOD | <LOD | <LOD | 9 | <LOD | <LOD | 59 | <LOD | <LOD | <LOD | <LOD | <LOD | 184 | ||
| RSD (%) | 100 | 120 | 100 | |||||||||||||
| #>LOD | 1 | 1 | - | |||||||||||||
| mean | 9.7 × 103 | 0.9 × 103 | 334 | 31 | 15 | 7 | 3 | 43 | <LOD | 2 | <LOD | <LOD | 1.1 × 103 | 86 | ||
| RSD (%) | 67 | 50 | 74 | 107 | 10 | 81 | 116 | 110 | 132 | 40 | 30 | |||||
| #>LOD | 3 | 3 | 3 | 1 | 3 | 3 | 2 | 2 | 2 | 3 | - | |||||
| mean | 248 | 32 | <LOD | <LOD | 6 | <LOD | <LOD | 14 | 0.1 | 0.4 | <LOD | <LOD | <LOD | 76 | ||
| RSD (%) | 85 | 96 | 101 | 51 | 130 | 133 | 123 | |||||||||
| #>LOD | 3 | 3 | 1 | 1 | 1 | 1 | - | |||||||||
| mean | 10.8 × 103 | 0.9 × 103 | 251 | <LOD | 11 | 5 | 3 | <LOD | 0.4 | <LOD | <LOD | <LOD | 1.8 × 103 | 40 | ||
| RSD (%) | 65 | 74 | 52 | 113 | 65 | 80 | 165 | 76 | 25 | |||||||
| #>LOD | 3 | 3 | 3 | 2 | 3 | 2 | 1 | 3 | - | |||||||
| mean | 135 | 31 | <LOD | <LOD | <LOD | <LOD | <LOD | 20 | <LOD | 1.7 | <LOD | <LOD | <LOD | 150 | ||
| RSD (%) | 168 | 170 | 88 | 97 | 126 | |||||||||||
| #>LOD | 1 | 1 | 1 | 2 | - | |||||||||||
| mean | 7.0 × 103 | 1.4 × 103 | 186 | <LOD | 12 | 9 | 2 | 27 | <LOD | 2 | <LOD | <LOD | 1.7 × 103 | 83 | ||
| RSD (%) | 45 | 24 | 53 | 47 | 143 | 88 | 25 | 99 | 117 | 89 | ||||||
| #>LOD | 3 | 3 | 3 | 3 | 2 | 2 | 3 | 1 | 2 | - | ||||||
| mean | 225 | 64 | <LOD | <LOD | 55 | 1 | <LOD | 3.7 × 103 | 28.2 | 0.4 | <LOD | <LOD | 41.4 × 103 | 12.9 × 103 | ||
| RSD (%) | 128 | 158 | 86 | 43 | 32 | 91 | 130 | 65 | 41 | |||||||
| #>LOD | 3 | 2 | 2 | 1 | 3 | 3 | 1 | 3 | - | |||||||
| mean | 52.6 × 103 | 5.7 × 103 | 594 | 261 | 434 | 266 | 157 | 1.5 × 103 | 3 | 5 | 23 | 27 | 73.4 × 103 | 3.4 × 103 | ||
| RSD (%) | 73 | 34 | 93 | 88 | 131 | 39 | 38 | 58 | 84 | 155 | 60 | 171 | 38 | 64 | ||
| #>LOD | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 2 | 1 | 1 | 3 | - | ||
| mean | <LOD | <LOD | <LOD | <LOD | 7 | <LOD | <LOD | 93 | 1.3 | 3.7 | <LOD | <LOD | <LOD | 71 | ||
| RSD (%) | 94 | 126 | 107 | 138 | 101 | |||||||||||
| #>LOD | 1 | 1 | 2 | 1 | - | |||||||||||
| mean | 35.8 × 103 | 3.4 × 103 | 2.2 × 103 | 165 | 305 | 247 | 32 | 64 | 8.0 | 0.9 | <LOD | <LOD | 15.1 × 103 | 121 | ||
| RSD (%) | 128 | 106 | 138 | 135 | 131 | 134 | 137 | 54 | 141 | 126 | 135 | 81 | ||||
| #>LOD | 2 | 2 | 2 | 1 | 2 | 2 | 2 | 2 | 1 | 1 | 2 | - |
RSD—relative standard deviation; C, I—control and inoculated objects; toxin abbreviations—refer to the “Abbreviations” section.
Mean toxin concentrations (μg∙kg−1) in the grain of five examined Triticum species in 2011. All explanations and designations as in Table 3.
| Species | Treatmnet | Measure | DON | D-3G | 3-Ac DON | BUT | NIV | ZEA | ZEA-4 Sulfate | MON | Apicidin | Equisetin | Emodin | Tentoxin | Culmorin | 15-Hydroxy-Culmorin | 5-Hydroxy-Culmorin | AUF | Chlamydo- sporol | Avenacein Y | Hexadepsi-peptides |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| (8) | (1) | (2) | (25) | (5) | (2) | (1) | (20) | (0.04) | (5) | (0.50) | (0.2) | (10) | (10) | (30) | (24) | (1.5) | (15) | - | |||
| Mean | 0.26 × 103 | 10 | <LOD | <LOD | <LOD | <LOD | <LOD | 67 | 5.9 | 21 | 2 | 0.6 | 11 | 28 | <LOD | 37 | 9 | <LOD | 164 | ||
| RSD (%) | 36 | 11 | 37 | 79 | 124 | 152 | 73 | 50 | 30 | 22 | 82 | 56 | |||||||||
| #>LOD | 3 | 3 | 3 | 3 | 2 | 1 | 2 | 2 | 3 | 3 | 3 | - | |||||||||
| mean | 30.1 × 103 | 1.3 × 103 | 245 | 2469 | 33 | 121 | 17 | 122 | 6.9 | 33 | 14 | 0.7 | 1,409 | 2,056 | 538 | 3.7 × 103 | 12 | <LOD | 245 | ||
| RSD (%) | 14 | 11 | 29 | 44 | 11 | 41 | 23 | 55 | 100 | 67 | 139 | 83 | 24 | 31 | 73 | 39 | 163 | 95 | |||
| #>LOD | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 2 | 2 | 3 | 3 | 3 | 3 | 1 | - | |||
| mean | 0.52 × 103 | 30 | <LOD | <LOD | <LOD | <LOD | <LOD | 16 | 1.1 | <LOD | 8 | 0.7 | 12 | <LOD | <LOD | 64 | <LOD | <LOD | 65 | ||
| RSD (%) | 94 | 135 | 67 | 64 | 168 | 57 | 100 | 72 | 73 | ||||||||||||
| #>LOD | 3 | 3 | 1 | 3 | 1 | 3 | 1 | 2 | - | ||||||||||||
| mean | 20.5 × 103 | 1.1 × 103 | 217 | 769 | 12 | 21 | 3 | 23 | 4.2 | 23 | 2 | 0.5 | 418 | 932 | 153 | 0.8 × 103 | <LOD | <LOD | 36 | ||
| RSD (%) | 54 | 40 | 40 | 68 | 37 | 79 | 35 | 98 | 17 | 94 | 144 | 76 | 68 | 49 | 51 | 36 | 94 | ||||
| #>LOD | 3 | 3 | 3 | 3 | - | 3 | 3 | 1 | 3 | 2 | 1 | 2 | 3 | 3 | 3 | 3 | - | ||||
| mean | 76 | 9 | <LOD | <LOD | <LOD | <LOD | <LOD | 30 | 5.1 | 20 | 3 | 0.6 | <LOD | <LOD | <LOD | 71 | 3 | <LOD | 100 | ||
| RSD (%) | 112 | 90 | 71 | 76 | 134 | 88 | 73 | 38 | 129 | 54 | |||||||||||
| #>LOD | 3 | 3 | 2 | 3 | 2 | 2 | 2 | 3 | 1 | - | |||||||||||
| mean | 9.2 × 103 | 0.9 × 103 | 141 | 755 | 4 | 26 | 3 | 33 | 2.1 | 34 | 2 | <LOD | 327 | 609 | 136 | 0.9 × 103 | 3 | <LOD | 62 | ||
| RSD (%) | 37 | 23 | 45 | 20 | 70 | 47 | 75 | 66 | 80 | 84 | 144 | 23 | 44 | 50 | 53 | 131 | 54 | ||||
| #>LOD | 3 | 3 | 3 | 3 | 1 | 3 | 2 | 2 | 3 | 2 | 1 | 3 | 3 | 3 | 3 | 1 | - | ||||
| mean | 1.5 × 103 | 0.1 × 103 | <LOD | 233 | 42 | 32 | 1 | 1507 | 14.3 | 275 | 82 | 1.6 | 37 | <LOD | <LOD | 2.0 × 103 | 148 | 1,563 | 3,570 | ||
| RSD (%) | 15 | 44 | 85 | 65 | 137 | 108 | 82 | 108 | 150 | 115 | 93 | 47 | 82 | 76 | 23 | 72 | |||||
| #>LOD | 3 | 3 | 2 | 3 | 2 | 1 | 3 | 3 | 3 | 3 | 2 | 3 | 3 | 2 | 3 | - | |||||
| mean | 56.1 × 103 | 4.8 × 103 | 342 | 4,168 | 121 | 1,451 | 103 | 853 | 37.3 | 499 | 20 | 1.2 | 1,875 | 4,675 | 909 | 9.0 × 103 | 110 | 479 | 2,045 | ||
| RSD (%) | 25 | 18 | 15 | 50 | 54 | 28 | 34 | 48 | 55 | 88 | 64 | 36 | 45 | 49 | 45 | 29 | 42 | 42 | 53 | ||
| #>LOD | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 2 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | - | ||
| mean | 0.1 × 103 | 29 | <LOD | <LOD | <LOD | <LOD | <LOD | 53 | 1.3 | 251 | 2 | 1.1 | 11 | <LOD | <LOD | 56 | 11 | <LOD | 176 | ||
| RSD (%) | 31 | 10 | 19 | 74 | 138 | 123 | 7 | 79 | 111 | 132 | 73 | ||||||||||
| #>LOD | 2 | 2 | 2 | 2 | 2 | 1 | 2 | 1 | 1 | 1 | - | ||||||||||
| mean | 10.5 × 103 | 1.3 × 103 | 189 | 888 | 14 | 104 | 5 | 35 | 4.2 | 21 | 10 | 0.5 | 309 | 994 | 346 | 0.7 × 103 | 7 | 263 | 183 | ||
| RSD (%) | 86 | 50 | 98 | 51 | 19 | 66 | 28 | 101 | 27 | 100 | 18 | 110 | 92 | 89 | 122 | 35 | 126 | 137 | 119 | ||
| #>LOD | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 1 | 1 | - |
Mean toxin concentration (μg kg−1) in the grain of the examined Triticum species in 2010 and 2011.
| Year | Treatment | 2010 | 2011 | |||||||
|---|---|---|---|---|---|---|---|---|---|---|
| Species | Σ Tox | Including | Trich. B/Σ Tox (%) | Σ Tox | Including | Trich. B/Σ Tox (%) | ||||
| Trich. B | other | Trich. B | other | |||||||
| 275 | 25 | 250 | 9.1 | 659 | 277 | 382 | 42.1 | |||
| 14.1 × 103 | 12.8 × 103 | 1.2 × 103 | 91.1 | 42.4 × 103 | 31.7 × 103 | 10.7 × 103 | 74.7 | |||
| 407 | 300 | 107 | 73.7 | 785 | 557 | 228 | 71.0 | |||
| 13.9 × 103 | 12.0 × 103 | 1.9 × 103 | 86.4 | 25.1 × 103 | 21.9 × 103 | 3.2 × 103 | 87.3 | |||
| 368 | 182 | 186 | 49.5 | 366 | 87 | 279 | 23.9 | |||
| 10.5 × 103 | 8.7 × 103 | 1.8 × 103 | 82.7 | 13.1 × 103 | 10.3 × 103 | 2.9 × 103 | 78.1 | |||
| 58.4 × 103 | 357 | 58.0 × 103 | 0.6 | 11.2 × 103 | 1,660 | 9,547 | 14.8 | |||
| 13.8 × 104 | 59.6 × 103 | 78.8 × 103 | 43.1 | 87.6 × 103 | 61.4 × 103 | 26.3 × 103 | 70.0 | |||
| 210 | 25 | 184 | 11.9 | 778 | 169 | 609 | 21.8 | |||
| 57.5 × 103 | 41.8 × 103 | 15.6 × 103 | 72.8 | 15.9 × 103 | 12.0 × 103 | 3.9 × 103 | 75.6 | |||
| Mean | 11.9 × 103 | 178 | 11.7 × 103 | 28.9 | 2.8 × 103 | 550 | 2,209 | 34.7 | ||
|
| 57.3 × 103 | 24.7 × 103 | 32.6 × 103 | 75.1 | 36.8 × 103 | 27.5 × 103 | 9.4 × 103 | 77.1 | ||
Σ Tox—sum of all detected mycotoxins; Trich. B—group B trichothecenes.
Figure 3PCA results for mycotoxin concentrations in the grain of Triticum genotypes analyzed in 2010. Factor loading values based on the correlation between the Principal Component (PC) and variable (mycotoxin) and contribution of variables are given in Table S1.
Figure 4PCA results for mycotoxin concentrations in the grain of Triticum genotypes analyzed in 2011. Factor loading values based on the correlation between the Principal Component (PC) and variable (mycotoxin) and contribution of variables are given in Table S1.
Genotypes of Triticum sp. examined in the experiment.
| Species | Line/Cultivar | Origin |
|---|---|---|
| K-1 | National Centre for Plant Genetic Resources, Radzików, Poland | |
| K-6 | National Centre for Plant Genetic Resources, Radzików, Poland | |
| cv. Terzino | Getreidezüchtung Karl Josef Müller, Darzau, Germany | |
| cv. Lamela | Department of Plant Breeding and Seed Production, University of Warmia and Mazury in Olsztyn, Poland | |
| cv. Bondka | Department of Plant Breeding and Seed Production, University of Warmia and Mazury in Olsztyn, Poland | |
| P-3 | National Germplasm Resources Laboratory, USA | |
| K-20 | Leibniz-Institut für Pflanzengenetik und Kulturpflanzenforschung, Gatersleben, Germany | |
| UWM-13 | Breeding strain from the Department of Plant Breeding and Seed Production, University of Warmia and Mazury in Olsztyn, Poland | |
| cv. Nexon | University of Saskatchewan, Canada | |
| Pol-11 | National Germplasm Resources Laboratory, USA | |
| Pol-19 | National Germplasm Resources Laboratory, USA | |
| cv. Kamut * | Kamut International Ltd., USA | |
| cv. Torka | Plant Breeding Strzelce Ltd., Poland | |
| cv. Sumai-3 | Nanjing Agricultural University, China |
* Kamut is classified as T. turgidum ssp. turanicum, a close relative of T. turgidum ssp. polonicum. Sowing material supplied by Kamut Int. Ltd., was purchased in a supermarket in Austria.