| Literature DB >> 34678974 |
Aleksandra S Orina1, Olga P Gavrilova1, Nadezhda N Gogina2, Philipp B Gannibal1, Tatiana Yu Gagkaeva1.
Abstract
Alternaria fungi dominate the grain microbiota in many regions of the world; therefore, the detection of species that are able to produce mycotoxins has received much attention. A total of 178 grain samples of wheat, barley and oat obtained from the Urals and West Siberia regions of Russia in 2017-2019 were included in the study. Grain contamination with Alternaria fungi belonging to sections Alternaria and Infectoriae was analysed using qPCR with specific primers. The occurrence of four mycotoxins produced by Alternaria, AOH, AME, TEN, and TeA, was defined by HPLC-MS/MS. Alternaria DNA was found in all analysed grain samples. The prevalence of DNA of Alternaria sect. Alternaria fungi (range 53 × 10-4-21,731 × 10-4 pg/ng) over the DNA of Alternaria sect. Infectoriae (range 11 × 10-4‒4237 × 10-4 pg/ng) in the grain samples was revealed. Sixty-two percent of grain samples were contaminated by at least two Alternaria mycotoxins. The combination of TEN and TeA was found most often. Eight percent of grain samples were contaminated by all four mycotoxins, and only 3% of samples were free from the analysed secondary toxic metabolites. The amounts varied in a range of 2-53 µg/kg for AOH, 3-56 µg/kg for AME, 3-131 µg/kg for TEN and 9-15,000 µg/kg for TeA. To our knowledge, a new global maximum level of natural contamination of wheat grain with TeA was detected. A positive correlation between the amount of DNA from Alternaria sect. Alternaria and TeA was observed. The significant effects of cereal species and geographic origin of samples on the amounts of DNA and mycotoxins of Alternaria spp. in grain were revealed. Barley was the most heavily contaminated with fungi belonging to both sections. The content of AOH in oat grain was, on average, higher than that found in wheat and barley. The content of TEN in the grain of barley was lower than that in wheat and similar to that in oat. The content of TeA did not depend on the cereal crop. The effect of weather conditions (summer temperature and rainfall) on the final fungal and mycotoxin contamination of grain was discussed. The frequent co-occurrence of different Alternaria fungi and their mycotoxins in grain indicates the need for further studies investigating this issue.Entities:
Keywords: Alternaria; DNA; co-occurrence; fungi; grain; mycotoxins
Mesh:
Substances:
Year: 2021 PMID: 34678974 PMCID: PMC8538951 DOI: 10.3390/toxins13100681
Source DB: PubMed Journal: Toxins (Basel) ISSN: 2072-6651 Impact factor: 4.546
Specificity of qPCR for detection of Alternaria spp. DNA.
| Strain ID | Fungi | Results of qPCR with Primer Pairs (Ct 1) | |
|---|---|---|---|
| AAF2/AAR3 | AinfF3/AinfR4 | ||
| MFP556081 | 10.9 | 33.7 | |
| MFP028011 | 11.5 | 34.4 | |
| MFP094121 | 34.6 | 35.5 | |
| MFP457051 | 32.9 | 37.7 | |
| MFP094331 | 34.1 | 20.8 | |
| MFP778011 | 35.5 | 21.5 | |
| MFG59013 |
| n.d. 2 | n.d. |
| MFG232100 | n.d. | 34.5 | |
| MFG60204 |
| n.d. | 35.4 |
| MFG102100 |
| n.d. | n.d. |
| MFG11039 |
| n.d. | n.d. |
| MFG14000 |
| n.d. | 38.8 |
1 Ct—amplification cycle corresponding to the cross of fluorescence curve with the threshold; 2 n.d.—absence of amplification products.
The content of Alternaria DNA in the grain samples of different cereals from the Urals and West Siberia.
| Cereal | Region | Crop Year (Number of Samples) | The Range of | |
|---|---|---|---|---|
| wheat | the Urals | 2017 (13) | 881–3079 | 117–2388 |
| 2018 (23) | 736–4580 | 36–1462 | ||
| 2019 (10) | 1165–3826 | 55–544 | ||
| West Siberia | 2017 (26) | 1027–6442 | 158–877 | |
| 2018 (21) | 1213–21,731 | 91–1187 | ||
| 2019 (23) | 426–3851 | 35–1204 | ||
| barley | the Urals | 2018 (15) | 497–5568 | 26–3616 |
| 2019 (8) | 361–7146 | 43–1051 | ||
| West Siberia | 2017 (2) | 12,721; 9695 | 4237; 2746 | |
| 2018 (15) | 53–10,526 | 252–1472 | ||
| 2019 (9) | 820–4776 | 103–535 | ||
| oat | the Urals | 2018 (2) | 1093; 1452 | 88; 326 |
| 2019 (4) | 313–3323 | 11–227 | ||
| West Siberia | 2018 (5) | 905–3472 | 79–327 | |
| 2019 (2) | 624; 526 | 139; 91 | ||
The content of mycotoxins produced by Alternaria fungi in the grain samples of different cereals from the Urals and West Siberia regions of Russia.
| Region | Year of Crop | Number of Contaminated Samples/ | |||
|---|---|---|---|---|---|
| AOH | AME | TEN | TeA | ||
| wheat | |||||
| the Urals | 2017 (13) | 3/2–4 | nd/0 | 13/4–48 | 13/15–226 |
| 2018 (23) | 6/3–26 | 3/5–5 | 21/3–79 | 16/35–454 | |
| 2019 (10) | 1/15 | nd 1/0 | 7/5–19 | 10/19–97 | |
| West Siberia | 2017 (26) | 13/2–44 | 9/3–56 | 26/9–131 | 26/17–545 |
| 2018 (21) | 7/3–14 | 2/3; 4 | 20/4–83 | 16/37–14,963 | |
| 2019 (23) | 6/7–17 | 3/4–6 | 17/3–36 | 23/16–241 | |
| barley | |||||
| the Urals | 2018 (15) | 3/2–8 | 1/3 | 14/5–80 | 13/15–593 |
| 2019 (8) | 1/3 | nd/0 | 7/5–10 | 7/14–570 | |
| West Siberia | 2017 (2) | nd/0 | nd/0 | 2/9; 12 | nd/0 |
| 2018 (15) | nd/0 | nd/0 | 13/5–38 | 7/30–349 | |
| 2019 (9) | 2/4; 5 | nd/0 | 7/3–6 | 9/9–113 | |
| oat | |||||
| the Urals | 2018 (2) | 1/19 | 1/3 | 2/16; 21 | 2/65; 228 |
| 2019 (4) | 2/11; 13 | 2/4; 11 | 4/3–15 | 3/59–276 | |
| West Siberia | 2018 (5) | 1/4 | nd/0 | 5/13–88 | 5/164–405 |
| 2019 (2) | 2/7; 53 | 1/22 | 2/15; 15 | 2/280; 1579 | |
1 nd—none of the samples contained mycotoxin.
The effect of different factors on the content of Alternaria DNA and mycotoxins in grain.
| Factors | Analysed Parameters | |||||
|---|---|---|---|---|---|---|
| AOH | AME | TEN | TeA | |||
| cereal species | F 1 = 3.50 | F = 7.48 | F = 7.25 | ns 2 | F = 3.32 | ns |
| geographic origin | F = 6.03 | ns | ns | ns | ns | ns |
| crop year | ns | F = 12.03 | ns | F = 3.06 | F = 9.48 | ns |
1 F—value of Fisher test; p—significance level; 2 ns—marked not significant values.
Figure 1The DNA content of two sections of Alternaria fungi in the grain samples of the different cereals. The bars indicate confidence intervals with a 95% significance level.
The occurrence of Alternaria mycotoxins in the grain samples of the different cereals.
| Cereals | The Proportion of Samples Containing Mycotoxin, % | |||
|---|---|---|---|---|
| AOH | AME | TEN | TeA | |
| Barley (49) | 12 | 2 | 88 | 73 |
| Oat (13) | 46 | 31 | 100 | 92 |
| Wheat (116) | 31 | 15 | 90 | 90 |
Figure 2The content of Alternaria mycotoxins in the grain samples of the different cereals. The bars indicate confidence intervals with a 95% significance level. AOH: alternariol, AME: alternariol monomethyl ether, TEN: tentoxin, TeA: tenuazonic acid.
Figure 3The DNA content of two sections of Alternaria fungi in the grain samples collected from the Urals and West Siberia in 2017–2019. The bars indicate confidence intervals with a 95% significance level.
Figure 4The DNA content of two sections of Alternaria fungi in the grain samples. The bars indicate confidence intervals with a 95% significance level.
Figure 5The content of Alternaria mycotoxins in the grain samples. The bars indicate confidence intervals with a 95% significance level. AOH: alternariol, AME: alternariol monomethyl ether, TEN: tentoxin, TeA: tenuazonic acid.
Weather data during the growing season of 2017–2019 in the Urals and West Siberia regions (https://rp5.ru/, accessed on 20 July 2021).
| Region | Year | Month | Average Month Temperature, °C | Average Summer Temperature, °C | Rainfall, mm | Days with Precipitation |
|---|---|---|---|---|---|---|
| the Urals | 2017 | June | +16.6 | +17.7 | 72 | 19 |
| July | +18.5 | 109 | 19 | |||
| August | +18.0 | 57 | 13 | |||
| 2018 | June | +15.0 | +17.5 | 36 | 19 | |
| July | +21.0 | 90 | 13 | |||
| August | +16.5 | 65 | 19 | |||
| 2019 | June | +15.9 | +17.5 | 64 | 18 | |
| July | +20.3 | 75 | 14 | |||
| August | +16.4 | 85 | 18 | |||
| West Siberia | 2017 | June | +20.2 | +18.9 | 50 | 14 |
| July | +19.0 | 94 | 23 | |||
| August | +17.5 | 69 | 16 | |||
| 2018 | June | +19.9 | +18.6 | 64 | 16 | |
| July | +18.9 | 52 | 14 | |||
| August | +17.1 | 26 | 13 | |||
| 2019 | June | +16.6 | +18.1 | 48 | 16 | |
| July | +19.3 | 83 | 12 | |||
| August | +18.5 | 61 | 17 |
The primers and the protocols of quantitative PCR used in this study.
| Target | The Primers | Primer Sequence (5′ → 3′) | Protocol | References |
|---|---|---|---|---|
| AAF2 | TGCAATCAGCGTCAGTAACAAA | 50° for 2 min; 95° for 10 min; [95° for 15 s; 67° for 60 s; 72° for 5 s] × 40 | [ | |
| AAR3 | ATGGATGCTAGACCTTTGCTGAT | |||
| AinfF3 | CTCGATGTCCGCCTCAGTAG | 50° for 2 min; 95° for 10 min; [95° for 15 s; 65° for 60 s; 72° for 3 s] × 40 | [ |
Parameters of HPLC-MS/MS method.
| Analyte | Retention Time, min | MS/MS Parameters | ||||
|---|---|---|---|---|---|---|
| DP (V) 2 | CE (V) 3 | CXP (V) 4 | ||||
| Alternariol (AOH) | 9.67 | 257.0 | 213.0/215.0 | −100 | −34/−36 | −11/−11 |
| Alternariolmethylether (AME) | 11.40 | 271.0 | 256.0/227.0 | −95 | −32/−50 | −13/−9 |
| Tentoxin (TEN) | 8.84 | 413.3 | 141.0/271.1 | −105 | −30/−24 | −11/−24 |
| Tenuazonic acid (TeA) | 8.04 | 196.1 | 139.0/112.1 | −120 | −28/−28 | −7/−7 |
1 quantifier/qualifier specific product ions; 2 declustring potential; 3 collision energy; 4 cell exit potential.
Precision, limits of detection (LODs), and limits of quantification (LOQ) for the analysed mycotoxins in cereal matrix.
| Analyte | Precision (±), % | LOD, µg/kg | LOQ, µg/kg |
|---|---|---|---|
| Alternariol (AOH) | 10–21 | ||
| wheat | 0.79 | 2.39 | |
| barley | 0.82 | 2.46 | |
| oat | 0.82 | 2.60 | |
| Alternariolmethylether (AME) | 7–23 | ||
| wheat | 0.69 | 2.15 | |
| barley | 0.70 | 2.15 | |
| oat | 0.82 | 2.67 | |
| Tentoxin (TEN) | 8–11 | ||
| wheat | 0.79 | 2.00 | |
| barley | 0.82 | 2.15 | |
| oat | 0.82 | 2.22 | |
| Tenuazonic acid (TeA) | 13–21 | ||
| wheat | 6.3 | 14.80 | |
| barley | 3.40 | 9.00 | |
| oat | 18.44 | 51.25 |