| Literature DB >> 30208600 |
Zhao Jin1, James Gillespie2, John Barr3, Jochum J Wiersma4, Mark E Sorrells5, Steve Zwinger6, Thomas Gross7, Jaime Cumming8, Gary C Bergstrom9, Robert Brueggeman10, Richard D Horsley11, Paul B Schwarz12.
Abstract
This project was initiated with the goal of investigating the malt quality of winter rye cultivars and hybrids grown in the United States in 2014 and 2015, but high levels of deoxynivalenol (DON) were subsequently found in many of the malt samples. DON levels in 75% of the investigated rye samples (n = 117) were actually below 1.0 mg/kg, as quantified by a gas chromatography combined with electron capture detector (GC-ECD). However, 83% of the samples had DON in excess of 1.0 mg/kg following malting, and the average DON level in malted rye was 10.6 mg/kg. In addition, relatively high levels of 3-acetate DON (3-ADON), 15-acetate DON (15-ADON), nivalenol (NIV), and DON-3-glucoside (D3G) were observed in some rye malts. Our results show that rye grain DON is likely a poor predicator of type B trichothecenes in malt in practice, because high levels of malt DON, 15-ADONm and D3G were produced, even when the rye samples with DON levels below 0.50 mg/kg were processed. Fusarium Tri5 DNA content in rye was highly associated with malt DON levels (r = 0.83) in a small subset of samples (n = 55). The impact of Fusarium infection on malt quality was demonstrated by the significant correlations between malt DON levels and wort viscosity, β-glucan content, wort color, wort p-coumaric acid content, and total phenolic content. Additional correlations of rye Fusarium Tri5 DNA contents with malt diastatic power (DP), wort free amino nitrogen (FAN) content, and arabinoxylan content were observed.Entities:
Keywords: Tri5 DNA; environment; malting quality; phenolics; rye; type B trichothecenes; variety; viscosity
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Year: 2018 PMID: 30208600 PMCID: PMC6162642 DOI: 10.3390/toxins10090369
Source DB: PubMed Journal: Toxins (Basel) ISSN: 2072-6651 Impact factor: 4.546
Figure 1Scattergrams of deoxynivalenol (DON) levels in rye and rye malt samples. (a) All samples shown (n = 117, r = 0.74, significant level at p ≤ 0.05); (b) rye samples with DON ≤ 0.50 mg/kg and the corresponding malt samples (n = 64, r = 0.52, significant at p ≤ 0.05). The dashed line indicates a DON level of 1.00 mg/kg.
Development of deoxynivalenol (DON) during the malting of rye samples grown in New York, North Dakota and Minnesota (2014 and 2015 crop years).
| Location | No. of Samples | DON in Rye (mg/kg) | DON in Malt (mg/kg) | |||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Mean | Min | Max | Sample (%) | Mean | Min | Max | Sample (%) | |||||||
| <0.50 | 0.50–1.00 | >1.00 | <0.50 | 0.50–1.00 | 1.01–10.00 | >10.00 | ||||||||
| ND ab | 14 | <0.50 c | <0.20 d | 1.37 | 91 | 9 | 0 | 1.03 | <0.20 | 3.95 | 43 | 21 | 36 | 0 |
| NY a | 22 | 2.04 | <0.50 | 4.66 | 23 | 18 | 59 | 19.64 | 2.04 | 43.92 | 0 | 0 | 50 | 50 |
| MN a | 81 | 0.94 | <0.20 | 10.76 | 54 | 22 | 23 | 9.77 | <0.20 | 28.34 | 11 | 1 | 50 | 38 |
| Total | 117 | 1.06 | <0.20 | 10.76 | 55 | 18 | 27 | 10.60 | <0.20 | 43.92 | 13 | 3 | 49 | 36 |
a ND, NY and MN were short for North Dakota, New York and Minnesota, respectively; b Only 2015 for ND samples; c limit of quantification (LOQ) for DON by the gas chromatography combined with electron capture detector (GC-ECD): 0.50 mg/kg; d limit of detection (LOD): 0.20 mg/kg.
Development of DON-3-glucoside during the malting of rye samples.
| Location | No. of Samples | D3G in Rye (mg/kg) | D3G in Malt (mg/kg) | ||||
|---|---|---|---|---|---|---|---|
| Mean | Min | Max | Mean | Min | Max | ||
| ND a | 14 | <0.50 b | <0.10 c | <0.50 | 1.19 | <0.50 | 2.67 |
| NY | 22 | 1.51 | <0.50 | 3.22 | 11.03 | 2.81 | 20.02 |
| MN | 81 | 0.51 | <0.10 | 2.76 | 7.50 | <0.50 | 14.71 |
| total | 117 | 0.65 | <0.10 | 3.22 | 7.41 | <0.50 | 20.02 |
a Only 2015; b LOQ for D3G detection by LC-MS: 0.50 mg/kg; c LOD for D3G: 0.10 mg/kg.
Levels of 3-acetate DON (3-ADON), 15-acetate DON (15-ADON) and nivalenol (NIV) in rye malt samples a.
| Location | No. of Samples | 3-ADON in Malt (mg/kg) | 15-ADON in Malt (mg/kg) | NIV in Malt (mg/kg) | ||||||
|---|---|---|---|---|---|---|---|---|---|---|
| Mean | Min | Max | Mean | Min | Max | Mean | Min | Max | ||
| ND b | 14 | <0.20 c | <0.20 | <0.50 d | <0.50 | <0.20 | <0.50 | <0.50 | <0.20 | <0.50 |
| NY | 22 | 1.43 | <0.20 | 3.97 | 1.34 | <0.20 | 2.78 | <0.50 | <0.20 | 0.66 |
| MN | 81 | 0.52 | <0.20 | 2.64 | 1.18 | <0.20 | 5.20 | <0.50 | <0.20 | 1.81 |
| total | 117 | 0.63 | <0.20 | 3.97 | 1.08 | <0.20 | 5.20 | <0.50 | <0.20 | 1.81 |
a The levels of 3-ADON, 15-ADON and NIV in all rye samples were below the LOD (0.20 mg/kg). b Only 2015; c LOD for 3-ADON, 15-ADON and NIV by GC-ECD: 0.20 mg/kg; d LOQ: 0.50 mg/kg.
Pearson correlations between trichothecene levels and grain/malt quality parameters a.
| Trichothecenes | Rye DON | Malt DON | Malt D3G | Malt 3-ADON | Malt 15-ADON | Malt NIV |
|---|---|---|---|---|---|---|
| Rye DON | 1 | |||||
| Rye D3G | 0.81 *** | |||||
| Malt DON | 0.74 *** | 1 | ||||
| Malt D3G | 0.67 *** | 0.96 *** | 1 | |||
| Malt 3-ADON | 0.63 *** | 0.92 *** | 0.85 *** | 1 | ||
| Malt 15-ADON | 0.58 *** | 0.80 *** | 0.82 *** | 0.61 *** | 1 | |
| Malt NIV | 0.52 *** | 0.38 *** | 0.35 *** | 0.45 *** | 1 | |
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| Rye thousand kernel weight | 0.37 *** | 0.29 * | 0.28 * | 0.28 * | ||
| Plump kernels | 0.36 *** | 0.31 ** | 0.86 *** | |||
| Thin kernels | −0.78 *** | 0.33 ** | ||||
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| Malt | −0.32 ** | |||||
| Malt diastatic power (DP) | ||||||
| Malt extract | 0.24 * | |||||
| Wort viscosity | −0.58 *** | −0.64 *** | −0.64 *** | −0.61 *** | −0.61 *** | −0.31 *** |
| Wort soluble protein | 0.31 ** | |||||
| Kolbach index | ||||||
| Wort color | 0.24 * | 0.29 * | 0.25 * | 0.25 * | 0.46 *** | |
| Wort free amino nitrogen (FAN) | 0.27 * | 0.28 * | 0.67 ** | |||
| Wort | −0.24 * | −0.34 ** | −0.38 ** | −0.31 ** | −0.31 ** | |
| Wort arabinoxylan | −0.27 * | |||||
| Wort ferulic acid | 0.25 * | |||||
| Wort | 0.43 *** | 0.70 *** | 0.78 *** | 0.75 *** | 0.75 *** | |
| Wort vanillic acid | 0.31 ** | 0.27 * | 0.28 * | |||
| Wort total phenolic acids | 0.41 *** | 0.51 *** | 0.49 *** | 0.46 *** | 0.41 *** |
a This analysis is based on samples across all locations and years (n = 117); *, ** and *** indicate significance at p ≤ 0.01, p ≤ 0.001 and p ≤ 0.0001.
Mean levels of malting quality parameters segregated by location and DON range (ANOVA analysis).
| Parameters | ND rye DON (mg/kg) | MN rye DON (mg/kg) | NY rye DON (mg/kg) | ||||
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| <0.20 | 0.20–1.37 | <0.50 | 0.50–2.00 | 2.01–10.76 | <2.00 | 2.01–4.66 | |
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| Rye D3G (mg/kg) | 0.03 a | 0.13 a | <0.50 a | 0.52 b | 1.69 c | <0.50 a | 2.57 b |
| Malt DON (mg/kg) | 1.10 a | 0.89 a | 5.53 a | 12.80 b | 21.08 c | 4.19 a | 35.09 b |
| Malt D3G (mg/kg) | 1.39 a | 0.82 a | 5.34 a | 9.45 b | 11.98 b | 3.78 a | 18.29 b |
| Malt D3G/DON (mol%) | 74.88 a | 79.47 a | 72.85 a | 53.51 b | 37.15 c | 63.64 a | 34.01 b |
| Malt 3-ADON (mg/kg) | <0.20 a | <0.20 a | <0.50 a | 0.75 b | 0.93 b | <0.50 a | 2.56 b |
| Malt 15-ADON (mg/kg) | <0.20 a | <0.20 a | 0.68 a | 1.61 b | 2.28 c | <0.50 a | 2.04 b |
| Malt NIV (mg/kg) | <0.20 a | <0.20 a | 0.26 a | 0.42 b | 1.04 c | <0.50 a | <0.50 a |
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| Rye thousand kernel weight (g) | 30.23 a | 29.84 a | 27.29 a | 30.00 b | 33.32 b | 30.70 a | 30.66 a |
| Rye Plump percent (%) | 49.30 a | 59.45 a | 46.08 a | 62.46 b | 77.23 b | 73.57 a | 66.94 a |
| Rye Thin percent (%) | 2.30 a | 6.94 a | 14.97 ab | 7.80 bc | 7.33 c | 1.71 a | 3.46 b |
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| Malt | 69.04 a | 70.58 a | 79.97 a | 71.09 b | 66.58 b | 87.80 a | 83.27 a |
| Malt DP (ASBC) | 143.67 a | 118.10 b | 129.91 a | 147.31 ab | 180.02 bc | 51.45 a | 73.25 b |
| Malt extract (%, db) | 83.17 a | 83.63 a | 83.21 a | 83.77 a | 82.48 a | 88.44 a | 88.28 a |
| Wort viscosity (mPa) | 5.54 a | 6.23 a | 4.57 a | 3.66 b | 2.17 c | 2.83 a | 2.36 a |
| Wort soluble protein (% malt, db) | 10.05 a | 8.14 b | 9.62 a | 8.87 a | 10.61 a | 5.60 a | 5.98 a |
| Kolbach index (%) | 67.95 a | 66.00 a | 66.49 a | 63.92 a | 68.18 a | 67.21 a | 70.05 a |
| Wort color (°SRM) | 6.58 a | 3.83 b | 6.79 a | 7.51 a | 7.70 a | 4.85 a | 6.53 b |
| Wort FAN content (mg/L) | 223.42 a | 220.11 a | 255.10 a | 260.79 ab | 311.72 c | 227.56 a | 233.69 a |
| Wort | 81.39 a | 96.24 a | 33.53 a | 28.91 ab | 18.86 b | 15.82 a | 3.99 b |
| Wort arabinoxylan content (mg/L) | 234.18 a | 215.02 a | 251.21 a | 251.88 ab | 202.13 b | 233.57 a | 234.32 a |
| Wort ferulic acid content (mg/L) | 8.51 a | 6.24 b | 9.37 a | 9.55 a | 8.91 a | 11.34 a | 10.33 a |
| Wort | 0.63 a | 0.52 a | 1.67 a | 2.96 bc | 3.09 c | 2.69 a | 3.66 b |
| Wort vanillic acid content (mg/L) | 1.91 a | 1.92 a | 3.60 a | 2.72 a | 5.84 b | 3.70 a | 6.88 b |
| Wort total phenolic acid content (mg/L) | 11.75 a | 9.26 a | 15.76 a | 16.70 ab | 19.58 b | 18.73 a | 22.28 b |
Different letters following the data indicates significant differences (p < 0.05) for the parameter within the same location.
Figure 2Scattergrams of malt DON and Fusarium Tri5 DNA levels in (a) rye grain and (b) rye malt. The subset (n = 55) of samples was selected to cover the range of malt DON levels. Correlations were significant at p ≤ 0.05 for a-rye (r = 0.83) and b-malt (r = 0.60). The horizontal and vertical dashed lines indicate the levels of 1.00 mg DON/kg and 1.0 pg Tri5 DNA/g, respectively.