| Literature DB >> 35878195 |
Hyoyoung Kim1,2, Eun Joo Baek1, Byeung Gon Shin1, Ho Jin Kim1, Jang-Eok Kim2.
Abstract
A high-performance liquid chromatography tandem mass spectrometry method is described for the simultaneous determination of mycotoxins, including Ergot alkaloids (EAs), in 3 types of grains. The extraction of 23 mycotoxins was evaluated and performed by using a modified QuEChERS-based sample preparation procedure. The proposed method was fully validated on spiked grain samples (barley, wheat and oat) to assess the linearity, limit of detection (LOD) and limit of quantitation (LOQ), matrix effects, precision and recovery. After validation, this method was applied to 143 samples of various types of 3 grains from the Republic of Korea to survey the level of mycotoxin contamination in Republic of Korean grains. A total of 42 grain samples (29%) were contaminated with at least one of these mycotoxins at levels higher than the LOQ. The results demonstrated that the procedure was suitable for simultaneously determining these mycotoxins in cereals and could be performed for their routine analysis in mycotoxin laboratories.Entities:
Keywords: LC-MS/MS; ergot alkaloids; grains; monitoring; multi-mycotoxin method; mycotoxins
Mesh:
Substances:
Year: 2022 PMID: 35878195 PMCID: PMC9318384 DOI: 10.3390/toxins14070457
Source DB: PubMed Journal: Toxins (Basel) ISSN: 2072-6651 Impact factor: 5.075
Figure 1(A) Total ion chromatograms and (B) extracted ion chromatograms of the 23 mycotoxins added to blank wheat samples (2 μg/kg for AFL B1, AFL B2, AFL G1, AFL G2; 80 μg/kg for FB1, FB2; 5 μg/kg for OTA; 200 μg/kg for DON; 20 μg/kg for ZEN; 10 μg/kg for HT-2, T-2; 4 μg/kg for EAs).
Figure 2Optimization of the purification method: purification effects with different single filters for (A) barley, (B) wheat, and (C) oat.
Figure 3Matrix effects for the 23 analyzed mycotoxins in barley, wheat and oat.
Calibration curve, linearity, LOD, LOQ, recovery and precision for 23 mycotoxins by grain (barley, wheat, oat).
| Compound a | Matrixs | Calibration Curve | R2 | LOD | LOQ | Level 1 b | Level 2 c | Level3 d | Precision RSD (%) | ||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Recovery | RSDs | Recovery | RSDs | Recovery | RSDs | Intra-Day | Inter-Day | ||||||
| AFL B1 | Barley | 0.25–5 | 0.999 | 0.04 | 0.13 | 77.6 | 5.7 | 77.6 | 5.7 | 71.9 | 3.1 | 3.4 | 8.1 |
| Wheat | 0.998 | 0.04 | 0.12 | 86.0 | 7.0 | 85.1 | 2.0 | 83.9 | 1.5 | 3.5 | 7.9 | ||
| Oat | 0.996 | 0.04 | 0.15 | 92.0 | 2.2 | 103.5 | 10.1 | 94.3 | 3.8 | 5.4 | 8.3 | ||
| AFL B2 | Barley | 0.25–5 | 1.000 | 0.06 | 0.20 | 78.0 | 9.2 | 79.5 | 3.5 | 72.3 | 5.4 | 6.1 | 8.4 |
| Wheat | 1.000 | 0.05 | 0.18 | 79.3 | 9.5 | 84.3 | 1.5 | 83.1 | 2.7 | 4.5 | 7.1 | ||
| Oat | 0.998 | 0.04 | 0.12 | 80.0 | 8.7 | 96.3 | 11.1 | 91.7 | 6.4 | 8.7 | 6.9 | ||
| AFL G1 | Barley | 0.25–5 | 0.998 | 0.05 | 0.18 | 74.0 | 8.7 | 81.3 | 8.2 | 71.9 | 0.3 | 5.8 | 7.5 |
| Wheat | 1.000 | 0.04 | 0.13 | 81.3 | 5.1 | 82.9 | 2.4 | 84.4 | 2.1 | 3.2 | 8.5 | ||
| Oat | 0.997 | 0.04 | 0.12 | 86.7 | 5.3 | 106.1 | 10.6 | 94.0 | 6.4 | 7.4 | 5.1 | ||
| AFL G2 | Barley | 0.25–5 | 0.999 | 0.04 | 0.14 | 85.3 | 4.9 | 81.9 | 5.0 | 71.5 | 6.6 | 5.5 | 11.7 |
| Wheat | 0.999 | 0.04 | 0.12 | 78.7 | 5.9 | 89.6 | 2.7 | 90.5 | 4.2 | 4.2 | 9.8 | ||
| Oat | 0.998 | 0.05 | 0.16 | 91.3 | 7.0 | 94.1 | 7.9 | 91.9 | 8.5 | 7.8 | 5.9 | ||
| FB1 | Barley | 10–200 | 1.000 | 0.88 | 2.89 | 89.6 | 11.3 | 83.8 | 5.6 | 70.7 | 3.3 | 6.7 | 6.1 |
| Wheat | 1.000 | 1.78 | 5.86 | 89.6 | 3.8 | 88.6 | 2.1 | 87.1 | 1.1 | 2.3 | 7.6 | ||
| Oat | 0.997 | 1.15 | 3.81 | 86.9 | 7.6 | 97.6 | 9.8 | 92.1 | 8.0 | 8.4 | 6.5 | ||
| FB2 | Barley | 10–200 | 0.999 | 1.92 | 6.34 | 79.6 | 7.5 | 83.8 | 5.1 | 70.7 | 4.8 | 5.8 | 4.5 |
| Wheat | 1.000 | 1.36 | 4.48 | 93.4 | 1.7 | 90.2 | 2.8 | 85.6 | 1.1 | 1.9 | 7.0 | ||
| Oat | 0.997 | 1.46 | 4.80 | 83.8 | 9.1 | 98.9 | 9.0 | 89.6 | 7.2 | 8.5 | 5.4 | ||
| OTA | Barley | 0.625–12.5 | 0.998 | 0.11 | 0.38 | 83.5 | 10.5 | 83.4 | 3.9 | 71.8 | 5.7 | 6.7 | 5.4 |
| Wheat | 0.999 | 0.12 | 0.41 | 88.0 | 3.3 | 84.6 | 1.3 | 80.1 | 2.1 | 2.2 | 5.9 | ||
| Oat | 0.996 | 0.10 | 0.32 | 90.4 | 6.7 | 100.9 | 7.9 | 92.7 | 3.0 | 5.9 | 7.4 | ||
| DON | Barley | 25–500 | 0.998 | 1.63 | 5.37 | 79.2 | 1.4 | 89.2 | 4.8 | 77.5 | 3.3 | 3.2 | 6.4 |
| Wheat | 1.000 | 0.68 | 2.23 | 77.9 | 7.7 | 80.3 | 4.6 | 78.0 | 1.9 | 4.7 | 9.7 | ||
| Oat | 0.997 | 2.17 | 7.15 | 73.0 | 5.7 | 89.2 | 5.5 | 83.9 | 6.1 | 5.8 | 7.6 | ||
| HT-2 | Barley | 1.25–25 | 0.997 | 0.16 | 0.52 | 74.9 | 2.5 | 81.0 | 6.9 | 71.5 | 7.1 | 5.3 | 5.0 |
| Wheat | 1.000 | 0.25 | 0.83 | 98.1 | 6.3 | 98.0 | 1.0 | 96.0 | 2.5 | 3.3 | 8.3 | ||
| Oat | 0.997 | 0.09 | 0.31 | 86.8 | 11.4 | 92.6 | 8.9 | 86.8 | 7.9 | 9.4 | 6.8 | ||
| T-2 | Barley | 1.25–25 | 0.998 | 0.24 | 0.79 | 76.4 | 7.4 | 81.4 | 9.1 | 72.2 | 5.7 | 7.4 | 9.4 |
| Wheat | 1.000 | 0.24 | 0.78 | 71.1 | 3.2 | 71.7 | 2.2 | 70.4 | 1.7 | 1.6 | 8.0 | ||
| Oat | 0.998 | 0.24 | 0.81 | 72.0 | 7.7 | 96.1 | 9.2 | 90.2 | 6.2 | 7.7 | 8.4 | ||
| Em | Barley | 0.5–10 | 0.998 | 0.12 | 0.38 | 73.7 | 7.5 | 87.9 | 6.2 | 87.9 | 4.0 | 5.9 | 9.3 |
| Wheat | 1.000 | 0.08 | 0.27 | 75.7 | 3.3 | 74.5 | 0.3 | 73.9 | 4.7 | 2.8 | 5.8 | ||
| Oat | 0.995 | 0.05 | 0.16 | 78.3 | 6.0 | 89.2 | 9.9 | 78.5 | 8.6 | 8.6 | 9.3 | ||
| Emn | Barley | 0.5–10 | 1.000 | 0.10 | 0.31 | 77.3 | 11.6 | 82.8 | 3.4 | 74.9 | 6.7 | 7.2 | 5.7 |
| Wheat | 1.000 | 0.06 | 0.19 | 78.0 | 5.9 | 81.1 | 3.7 | 77.4 | 2.2 | 3.9 | 8.7 | ||
| Oat | 0.994 | 0.07 | 0.22 | 70.3 | 7.2 | 92.1 | 11.5 | 83.2 | 6.3 | 8.3 | 7.4 | ||
| Es | Barley | 0.5–10 | 0.995 | 0.07 | 0.24 | 104.0 | 7.3 | 93.3 | 1.1 | 87.7 | 4.4 | 4.2 | 6.1 |
| Wheat | 0.999 | 0.07 | 0.24 | 98.7 | 7.7 | 92.3 | 3.9 | 101.5 | 1.2 | 4.3 | 9.0 | ||
| Oat | 0.998 | 0.11 | 0.36 | 76.0 | 11.4 | 91.5 | 10.9 | 81.0 | 5.3 | 9.2 | 8.4 | ||
| Esn | Barley | 0.5–10 | 0.999 | 0.06 | 0.20 | 88.3 | 11.8 | 93.3 | 1.1 | 70.3 | 6.6 | 6.5 | 10.7 |
| Wheat | 0.996 | 0.08 | 0.27 | 86.3 | 6.6 | 92.3 | 3.9 | 86.4 | 2.1 | 4.2 | 8.3 | ||
| Oat | 0.997 | 0.10 | 0.32 | 75.7 | 7.3 | 91.5 | 10.9 | 90.5 | 6.7 | 8.3 | 8.7 | ||
| Et | Barley | 0.5–10 | 1.000 | 0.11 | 0.36 | 81.3 | 8.6 | 86.9 | 11.9 | 73.4 | 2.7 | 7.8 | 7.0 |
| Wheat | 0.999 | 0.07 | 0.24 | 87.0 | 4.1 | 83.7 | 6.5 | 75.5 | 3.5 | 4.7 | 8.2 | ||
| Oat | 0.995 | 0.10 | 0.32 | 95.7 | 12.1 | 107.7 | 11.5 | 91.9 | 9.9 | 11.2 | 7.4 | ||
| Etn | Barley | 0.5–10 | 1.000 | 0.11 | 0.37 | 88.3 | 6.8 | 85.5 | 10.5 | 73.8 | 7.0 | 8.1 | 8.6 |
| Wheat | 0.999 | 0.10 | 0.33 | 90.7 | 5.0 | 85.6 | 3.4 | 84.3 | 1.7 | 3.4 | 7.6 | ||
| Oat | 0.997 | 0.10 | 0.31 | 83.3 | 5.4 | 106.1 | 12.5 | 91.3 | 4.5 | 7.5 | 9.1 | ||
| Eco | Barley | 0.5–10 | 0.999 | 0.03 | 0.10 | 91.3 | 10.8 | 83.9 | 1.5 | 73.6 | 7.2 | 6.5 | 8.8 |
| Wheat | 1.000 | 0.08 | 0.25 | 76.0 | 3.5 | 90.1 | 7.5 | 81.9 | 1.6 | 4.2 | 8.5 | ||
| Oat | 0.996 | 0.11 | 0.35 | 88.7 | 4.0 | 104.1 | 8.5 | 92.0 | 4.3 | 5.6 | 10.4 | ||
| Econ | Barley | 0.5–10 | 0.998 | 0.11 | 0.37 | 81.0 | 8.6 | 81.2 | 6.3 | 73.3 | 8.3 | 7.7 | 6.2 |
| Wheat | 0.995 | 0.10 | 0.34 | 83.7 | 2.5 | 88.1 | 8.5 | 86.4 | 5.5 | 5.5 | 10.0 | ||
| Oat | 0.995 | 0.08 | 0.27 | 70.7 | 2.9 | 97.1 | 9.9 | 97.5 | 7.5 | 6.8 | 6.5 | ||
| Ecy | Barley | 0.5–10 | 0.999 | 0.11 | 0.38 | 83.7 | 11.1 | 81.2 | 7.7 | 70.1 | 6.9 | 8.7 | 8.2 |
| Wheat | 1.000 | 0.10 | 0.35 | 88.3 | 6.2 | 86.9 | 3.4 | 82.6 | 3.0 | 4.2 | 9.3 | ||
| Oat | 0.996 | 0.09 | 0.29 | 80.3 | 10.9 | 99.7 | 9.9 | 96.9 | 4.0 | 8.3 | 8.0 | ||
| Ecyn | Barley | 0.5–10 | 1.000 | 0.12 | 0.39 | 88.7 | 11.7 | 81.7 | 6.1 | 71.1 | 5.8 | 7.9 | 7.6 |
| Wheat | 1.000 | 0.06 | 0.20 | 86.0 | 10.1 | 88.0 | 0.9 | 84.5 | 1.8 | 4.3 | 8.2 | ||
| Oat | 0.996 | 0.10 | 0.32 | 82.0 | 4.9 | 109.3 | 4.2 | 95.1 | 3.9 | 4.3 | 7.0 | ||
| Ecr | Barley | 0.5–10 | 0.999 | 0.04 | 0.12 | 97.0 | 6.8 | 82.9 | 7.7 | 72.3 | 5.2 | 6.6 | 6.5 |
| Wheat | 1.000 | 0.07 | 0.24 | 84.3 | 3.8 | 84.3 | 3.2 | 81.6 | 1.5 | 2.8 | 8.0 | ||
| Oat | 0.999 | 0.09 | 0.31 | 78.0 | 4.6 | 98.9 | 6.9 | 90.3 | 6.4 | 6.0 | 6.9 | ||
| Ecrn | Barley | 0.5–10 | 1.000 | 0.09 | 0.31 | 88.3 | 7.5 | 82.3 | 11.4 | 70.7 | 7.9 | 9.0 | 7.4 |
| Wheat | 1.000 | 0.11 | 0.36 | 87.0 | 3.0 | 84.5 | 1.9 | 82.8 | 3.2 | 2.7 | 7.2 | ||
| Oat | 0.998 | 0.07 | 0.25 | 82.3 | 9.1 | 100.9 | 11.4 | 93.2 | 4.4 | 8.3 | 8.4 | ||
| ZEN | Barley | 2.5–50 | 0.999 | 0.15 | 0.49 | 71.4 | 6.4 | 79.0 | 3.6 | 71.0 | 3.1 | 4.1 | 6.0 |
| Wheat | 0.991 | 0.25 | 0.82 | 104.7 | 4.7 | 83.1 | 2.3 | 73.9 | 3.2 | 3.4 | 6.2 | ||
| Oat | 0.997 | 0.40 | 1.32 | 90.4 | 7.1 | 107.2 | 8.8 | 98.6 | 7.1 | 7.7 | 6.0 | ||
a AFL B1: aflatoxin B1, AFL B2: aflatoxin B2, AFL G1: aflatoxin G1, AFL G2: aflatoxin G2, FB1: fumonisin B1, FB2: fumonisin B2, OTA: ochratoxins A, DON: deoxynivalenol, ZEN: zearalenone, HT-2: HT-2 toxin, T-2: T-2 toxin, Em: ergometrine, Emn: ergometrinine, Es: ergosine, Esn: ergosinine, Et: ergotamine, Etn: ergotaminine, Eco: ergocornine, Econ: ergocorninine, Ecy: ergocryptine, Ecyn: ergocryptinine, Ecr: ergocristine, Ecrn: ergocristinine. b 2 μg/kg for AFL B1, AFL B2, AFL G1, AFL G2; 80 μg/kg for FB1, FB2; 5 μg/kg for OTA; 200 μg/kg for DON; 20 μg/kg for ZEN; 10 μg/kg for HT-2, T-2; 4 μg/kg for EAs; c 2.5 times of level 1; d 5 times of level 1.
Incidence, concentration range and mean of 23 mycotoxins in positive samples (μg/kg).
| Compound a | Barley ( | Wheat ( | Oat ( | Total ( | ||||
|---|---|---|---|---|---|---|---|---|
| Incidence (%) | Concentration Range | Incidence (%) | Concentration Range | Incidence (%) | Concentration Range | Incidence (%) | Concentration Range | |
| AFL B1 | ND b | - | ND b | - | ND b | - | NDb | - |
| AFL B2 | ND | - | ND | - | ND | - | ND | - |
| AFL G1 | ND | - | ND | - | ND | - | ND | - |
| AFL G2 | ND | - | ND | - | ND | - | ND | - |
| FB1 | ND | - | ND | - | ND | - | ND | - |
| FB2 | ND | - | ND | - | ND | - | ND | - |
| OTA | ND | - | ND | - | ND | - | ND | - |
| DON | 21.05 | 11.28–112.72 | 31.58 | 5.96–37.33 | ND | - | 18.18 | <LOQ-112.72 |
| HT-2 | 15.79 | 0.56–0.68 | ND | - | 3.45 | <LOQ-40.64 | 11.19 | <LOQ-40.64 |
| T-2 | ND | - | ND | - | 3.4 | <LOQ-13.84 | 0.7 | <LOQ-13.84 |
| Em | ND | - | ND | - | ND | - | ND | - |
| Emn | ND | - | ND | - | ND | - | ND | - |
| Es | 1.05 | <LOQ-0.72 | ND | - | ND | - | 0.70 | <LOQ-0.72 |
| Esn | ND | - | ND | - | ND | - | ND | - |
| Et | ND | - | 5.3 | <LOQ | ND | - | 0.7 | <LOQ |
| Etn | ND | - | ND | - | ND | - | ND | - |
| Eco | 1.05 | <LOQ-0.16 | ND | - | ND | - | 0.70 | <LOQ |
| Econ | ND | - | ND | - | ND | - | ND | - |
| Ecy | ND | - | ND | - | ND | - | ND | - |
| Ecyn | ND | - | ND | - | ND | - | ND | - |
| Ecr | 1.05 | <LOQ-0.72 | ND | - | ND | - | 0.70 | <LOQ-0.72 |
| Ecrn | ND | - | ND | - | ND | - | ND | - |
| ZEN | 8.42 | 2.64–12.40 | 10.53 | 5.68–10 | ND | - | 6.99 | 2.64–12.40 |
a AFL B1: aflatoxin B1, AFL B2: aflatoxin B2, AFL G1: aflatoxin G1, AFL G2: aflatoxin G2, FB1: fumonisin B1, FB2: fumonisin B2, OTA: ochratoxins A, DON:deoxynivalenol, ZEN: zearalenone, HT-2: HT-2 toxin, T-2: T-2 toxin, Em: ergometrine, Emn: ergometrinine, Es: ergosine, Esn: ergosinine, Et: ergotamine, Etn: ergotaminine, Eco: ergocornine, Econ: ergocorninine, Ecy: ergocryptine, Ecyn: ergocryptinine, Ecr: ergocristine, Ecrn: ergocristinine. b ND: not detectable.
Figure 4(A) Frequency of co-occurrence combinations in positive samples, (B) co-occurrence of mycotoxins at levels > LOQ in samples of grains collected in the Republic of Korea.