| Literature DB >> 30082663 |
Juhee Park1, Dong-Ho Kim2,3, Ji-Young Moon4, Jin-Ah An5, Young-Woo Kim6, Soo-Hyun Chung7, Chan Lee8.
Abstract
This study investigated the distribution of twelve mycotoxins (aflatoxins B₁, B₂, G₁, and G₂; ochratoxin A; fumonisins B₁ and B₂; deoxynivalenol; nivalenol; zearalenone; T-2 toxin; and HT-2 toxin) in corn and corn by-products (corn bran, cornstarch, corn gluten, corn gluten feed, corn germ, light steep water, and corn steep liquor) produced by wet-milling in Korea. Fifty-two samples were collected from three factories producing cornstarch and other corn by-products. The samples were pretreated on an immunoaffinity column (IAC), and then the levels of the 12 mycotoxins were analyzed simultaneously by liquid chromatography-coupled triple-quadrupole mass spectrometry (LC-MS/MS). Fusarium mycotoxins were mainly found in raw corn and corn gluten feed samples. Other mycotoxins-such as aflatoxins, ochratoxin A, and HT-2 toxin-were detected in tiny amounts below the limit of quantification (LOQ) in cornstarch, corn germ, and corn bran. Ochratoxin A and nivalenol were mainly carried over into cornstarch. Aflatoxin B₁, deoxynivalenol, T-2 toxin, HT-2 toxin, and the fumonisins were concentrated in corn gluten feed. Zearalenone was evenly distributed in all corn by-products except cornstarch during the milling process.Entities:
Keywords: LC-MS/MS analysis; corn; corn by-products; mycotoxin; wet-milling
Mesh:
Substances:
Year: 2018 PMID: 30082663 PMCID: PMC6115783 DOI: 10.3390/toxins10080319
Source DB: PubMed Journal: Toxins (Basel) ISSN: 2072-6651 Impact factor: 4.546
Summary of the method validation
| Mycotoxin a | AFB1 | AFB2 | AFG1 | AFG2 | FB1 | FB2 | HT-2 | T-2 | ZEN | DON | OTA | NIV |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Coefficient of correlation (R2) | 1.000 | 0.999 | 0.999 | 0.999 | 1.000 | 0.999 | 0.999 | 0.999 | 1.000 | 0.999 | 0.999 | 0.999 |
| Range (μg/kg) | 0.25–50.5 | 0.06–12.4 | 0.25–50.3 | 0.06–12.4 | 2.5–500 | 2.5–500 | 0.25–50 | 0.25–50 | 0.25–50 | 5–1000 | 0.25–50.5 | 5–1000 |
| Spiked level (μg/kg) | 12.5 | 12.5 | 12.5 | 12.5 | 500.0 | 500.0 | 500.0 | 500.0 | 100.0 | 250.0 | 25.0 | 250.0 |
| Recovery (%) | 87.7 | 99.7 | 86.9 | 112.1 | 101.0 | 81.9 | 72.7 | 82.5 | 93.5 | 108.8 | 103.1 | 128.9 |
| RSD (%) * | 7.4 | 10.2 | 6.5 | 13.8 | 11.5 | 14.5 | 13.6 | 4.1 | 3.8 | 4.7 | 4.3 | 7.8 |
| LOD (μg/kg) | 0.1 | 0.3 | 0.3 | 0.5 | 2.4 | 2.3 | 1.7 | 0.1 | 0.2 | 4.1 | 0.1 | 4.8 |
| LOQ (μg/kg) | 0.4 | 0.9 | 1.0 | 1.6 | 8.2 | 7.8 | 5.6 | 0.3 | 0.6 | 13.6 | 0.3 | 16.0 |
a AFB1, AFB2, AFG1, AFG2: aflatoxins B1, B2, G1, and G2; FB1, FB2: fumonisins B1 and B2; HT-2: HT-2 toxin; T-2: T-2 toxin; ZEN: zearalenone; DON: deoxynivalenol; OTA: ochratoxin A; NIV: nivalenol. RSD: relative standard deviation; LOD: limit of detection; LOQ: limit of quantification. * This value was calculated from 7 replicates of mycotoxins analysis.
Figure 1Total ion current chromatogram (TIC) of twelve mycotoxins: NIV and DON (100 ng/mL), AFB1 and AFG1 (5 ng/mL), AFB2 and AFG2 (1.24 ng/mL), FB1 and FB2 (50 ng/mL), T-2 and HT-2 (5 ng/mL), ZEN (5 ng/mL), and OTA (5 ng/mL). AFB1, AFB2, AFG1, AFG2: aflatoxins B1, B2, G1, and G2; FB1, FB2: fumonisins B1 and B2; HT-2: HT-2 toxin; T-2: T-2 toxin; ZEN: zearalenone; DON: deoxynivalenol; OTA: ochratoxin A; NIV: nivalenol.
Figure 2Extracted-ion chromatogram (XIC) for the mycotoxins.
Mycotoxin occurrence in raw corn
| Toxin a | Corn (US, | Mean ± SD (µg/kg) | Range (µg/kg) | Contamination Rate (%) |
|---|---|---|---|---|
|
| US | 0.1 ± 0.2 | ND–0.4 | 33.3 |
| EU | ND | ND | 0 | |
|
| US | ND | ND | 0 |
| EU | ND | ND | 0 | |
|
| US | ND | ND | 0 |
| EU | ND | ND | 0 | |
|
| US | ND | ND | 0 |
| EU | ND | ND | 0 | |
|
| US | 213.6 ± 320.4 | LOD–833.7 | 100 |
| EU | 1142.5 ± 343.9 | 899.3–1385.7 | 100 | |
|
| US | <LOQ | <LOQ | 33.3 |
| EU | ND | ND | 0 | |
|
| US | <LOQ | <LOQ | 33.3 |
| EU | ND | ND | 0 | |
|
| US | 2.0 ± 4.1 | 10.3 | 33.3 |
| EU | ND | ND | 0 | |
|
| US | 61.4 ± 87.3 | LOD–177.7 | 100 |
| EU | 363.9 ± 255.9 | 183.0–544.8 | 100 | |
|
| US | 15.8 ± 24.9 | LOD–53.9 | 100 |
| EU | 109.8 ± 97.8 | 40.6–179.0 | 100 | |
|
| US | 39.8 ± 79.7 | ND–200.0 | 83.3 |
| EU | 73.1 ± 8.7 | 67.0–79.3 | 100 | |
|
| US | ND | <LOQ | 0 |
| EU | ND | <LOQ | 0 |
a AFB1, AFB2, AFG1, AFG2: aflatoxins B1, B2, G1, and G2; FB1, FB2: fumonisins B1 and B2; HT-2: HT-2 toxin; T-2: T-2 toxin; ZEN: zearalenone; DON: deoxynivalenol; OTA: ochratoxin A; NIV: nivalenol. LOD: limit of detection; LOQ: limit of quantification; ND: not detected.
Guidance values for mycotoxins in foodstuffs in US, EU, and Korea
| Mycotoxin | Products | Guidance Value in μg/kg (ppb) | ||
|---|---|---|---|---|
| US [ | EU [ | Korea [ | ||
|
| Cereals and cereal products (simple processing; cutting and crushing, etc.) | – | 5.0–10.0 | 15.0 |
| Maize and rice to be subjected to sorting or other physical treatment before human consumption or use as an ingredient in foodstuffs | – | 10.0 | 15.0 | |
| Processed cereal-based foods and baby foods for infants and young children | – | 0.10 | 0.10 | |
| Foods | 20 | – | – | |
|
| Unprocessed cereals | – | 5.0 | 5.0 |
| Cereal products (simple processing; cutting and crushing, etc.) | – | 3.0 | 5.0 | |
| Processed cereal-based foods and baby foods for infants and young children | – | 0.50 | 0.50 | |
|
| Unprocessed corn | – | 4000 | 4000 |
| Corn products (simple processing; cutting and crushing, etc.) | – | 1000 | 2000 | |
| Corn products and cereal (containing more than 50% of simple processing) | – | – | 1000 | |
| Corn products for popcorn | 3000 | – | 1000 | |
| Corn products (dry milled) | 4000 | – | – | |
| Corn products for masa production | 4000 | – | – | |
| Breakfast cereals and snacks (corn based) | – | 800 | 1000 | |
| Processed corn-based foods and baby foods for infants and young children | – | 200 | – | |
|
| Unprocessed corn | – | 1750 | 2000 |
| Corn products (simple processing; cutting and crushing, etc.) | – | – | 2000 | |
| Processed corn-based foods and baby foods for infants and young children | – | 200 | 0.2 | |
|
| Unprocessed cereals | – | 100 | 200 |
| Cereal products (simple processing; cutting and crushing, etc.) | – | – | 200 | |
| Unprocessed corn | – | 350 | – | |
| Refined corn oil | – | 400 | – | |
| Breakfast cereals and snacks (corn based) | – | 100 | 50 | |
| Processed corn-based foods for infants and young children | – | 20 | 20 | |
Aflatoxins in corn by-products produced by wet-milling
| Sample Type a | AFB1 | AFB2 | AFG1 | AFG2 | ||||
|---|---|---|---|---|---|---|---|---|
| Mean ± SD (μg/kg) | Range (μg/kg) | Mean ± SD (μg/kg) | Range (μg/kg) | Mean ± SD (μg/kg) | Range (μg/kg) | Mean ± SD (μg/kg) | Range (μg/kg) | |
|
| 0.2 ± 0.3 | LOD–1.0 | ND | ND | ND | ND | ND | ND |
|
| <LOQ | <LOQ | ND | ND | ND | ND | ND | ND |
|
| ND | ND | ND | ND | ND | ND | ND | ND |
|
| 0.2 ± 0.3 | LOD–0.7 | ND | ND | ND | ND | ND | ND |
|
| 0.2 ± 0.3 | LOD–0.6 | ND | ND | ND | ND | ND | ND |
|
| 0.2 ± 0.3 | LOD–0.5 | ND | ND | ND | ND | ND | ND |
|
| 0.3 ± 0.8 | ND–0.8 | ND | ND | ND | ND | ND | ND |
|
| 0.7 ± 1.0 | LOD–2.0 | ND | ND | ND | ND | ND | ND |
a AFB1, AFB2, AFG1, AFG2: aflatoxins B1, B2, G1, and G2. LOD: limit of detection; LOQ: limit of quantification; ND: not detected.
Trichothecene mycotoxins in corn by-products produced by wet-milling
|
|
|
| ||
|
|
|
|
| |
|
| 506.2 ± 210.6 | 129.0–702.3 | <LOQ | <LOQ |
|
| 2.9 ± 7.0 | ND–17.2 | 4.0 ± 9.9 | ND–24.3 |
|
| <LOQ | <LOQ | ND | ND |
|
| 1398.8 ± 884.1 | 49.0–2,490.0 | 4.5 ± 10.9 | ND–26.8 |
|
| 358.9 ± 217.4 | 134.0–647.0 | <LOQ | <LOQ |
|
| 529.8 ± 313.1 | 118.8–952.0 | 3.8 ± 9.3 | ND–22.8 |
|
| 3641.2 ± 2075.3 | 64.4–6340.0 | 25.6 ± 42.7 | LOD–101.75 |
|
| 7417.5 ± 4409.4 | 992.5–11,600.0 | 41.3 ± 64.0 | ND–129.3 |
|
|
|
| ||
|
|
|
|
| |
|
| 12.2 ± 10.3 | LOD–24.8 | 15.4 ± 10.3 | LOD–28.5 |
|
| 0.2 ± 0.3 | ND–0.8 | <LOQ | <LOQ |
|
| ND | ND | ND | ND |
|
| 8.3 ± 8.3 | ND–21.1 | 23.6 ± 15.1 | LOD–39.7 |
|
| 6.9 ± 7.6 | ND–18.0 | 1.0 ± 2.5 | ND–6.1 |
|
| 3.2 ± 5.0 | ND–10.8 | 3.9 ± 4.4 | ND–9.5 |
|
| 5.7 ± 4.4 | 8.3–8.8 | 11.3 ± 3.8 | 7.8–18.6 |
|
| 9.9 ± 8.1 | ND–18.2 | 33.2 ± 18.3 | 13.0–57.3 |
a DON: deoxynivalenol; NIV: nivalenol; HT-2: HT-2 toxin; T-2: T-2 toxin. LOD: limit of detection; LOQ: limit of quantification; ND: not detected.
Fumonisins in corn by-products produced by wet-milling
| Sample Type a | FB1 | FB2 | ||
|---|---|---|---|---|
| Mean ± SD (µg/kg) | Range (µg/kg) | Mean ± SD (µg/kg) | Range (µg/kg) | |
|
| 1415.9 ± 818.3 | 167.9–2641.0 | 824.9 ± 424.6 | 53.6–1166.7 |
|
| 6.8 ± 5.7 | ND–13.6 | 3.0 ± 4.6 | ND–8.9 |
|
| <LOQ | <LOQ | <LOQ | <LOQ |
|
| 2520.0 ± 1,703.9 | 133.2–4835.0 | 344.0 ± 237.7 | 18.9–735.5 |
|
| 1042.9 ± 817.1 | 211.5–2220.0 | 512.1 ± 498.0 | 72.0–1237.5 |
|
| 820.3 ± 633.1 | 138.7–1763.3 | 277.4 ± 245.2 | 54.2–669.0 |
|
| 1585.3 ± 979.0 | 279.4–1847.5 | 153.2 ± 110.4 | 29.7–355.5 |
|
| 4594.6 ± 3262.6 | 760.0–8275.0 | 299.9 ± 220.1 | 46.1–519.3 |
a FB1, FB2: fumonisins B1 and B2; LOQ: limit of quantification; ND: not detected.
Zearalenone and ochratoxin A in corn by-products produced by wet-milling
| Sample Type a | ZEN | OTA | ||
|---|---|---|---|---|
| Mean ± SD (µg/kg) | Range (µg/kg) | Mean ± SD (µg/kg) | Range (µg/kg) | |
|
| 329.8 ± 237.6 | 15.2–604.0 | 0.5 ± 0.4 | LOD–1.0 |
|
| 7.9 ± 9.2 | ND–20.5 | 0.1 ± 0.1 | <LOQ |
|
| 7.8 ± 0.0 | 7.8–7.8 | <LOQ | <LOQ |
|
| 118.2 ± 84.6 | 2.2–199.7 | 0.1 ± 0.2 | ND–0.4 |
|
| 298.9 ± 245.0 | 26.4–610.3 | 0.2 ± 0.2 | ND–0.5 |
|
| 142.9 ± 140.6 | 11.3–317.3 | 0.2 ± 0.3 | ND–0.6 |
|
| 2.8 ± 3.6 | LOD–9.0 | 1.0 ± 0.9 | 0.4–2.2 |
|
| 23.8 ± 22.6 | 0.6–55.0 | 0.8 ± 0.4 | 0.4–1.3 |
a ZEN: zearalenone; OTA: Ochratoxin A; LOQ: limit of quantification.
Distribution and carry-over of mycotoxins in corn by-products
| Toxin a | Cornstarch (µg *, % †) | Corn Gluten (µg *, % †) | Corn Gluten Feed (µg *, % †) | Corn Germ (µg*, % †) | Total (µg) |
|---|---|---|---|---|---|
|
| ND | 9.9 (15.1%) | 42.5 (65.0%) | 13.1 (19.9%) | 65.4 |
|
| 30.4 (32.7%) | 28.4 (30.6%) | 23.2 (25.0%) | 10.9 (11.7%) | 92.9 |
|
| 5343.0 (7.8%) | 19,119.4 (27.7%) | 22,832.9 (33.1%) | 21,660.9 (31.4%) | 68,956.1 |
|
| 3449.3 (0.5%) | 82,082.9 (12.7%) | 486,950.7 (75.1%) | 75,575.4 (11.7%) | 648,058.3 |
|
| 1501.4 (0.9%) | 47,822.0 (31.3%) | 66,481.2 (43.5%) | 37,109.4 (24.3%) | 152,914.1 |
|
| 1450.7 (0.4%) | 29,343.2 (9.0%) | 270,305.3 (82.6%) | 26,004.3 (8.0%) | 327,103.6 |
|
| 2049.3 (64.3%) | ND | 863.8 (27.1%) | 275.4 (8.6%) | 3,188.4 |
|
| 96.4 (3.3%) | 706.1 (24.2%) | 1607.7 (55.2%) | 502.2 (17.3%) | 2,912.4 |
|
| ND | 889.9 (16.1%) | 4552.7 (82.5%) | 73.9 (1.4%) | 5516.4 |
* The total levels of mycotoxins in corn by-products produced from one ton of raw corn † Percent distribution of mycotoxins in corn by-products produced from one ton of raw corn. a AFB1: aflatoxin B1; OTA: ochratoxin A; ZEN: zearalenone; FB1, FB2: fumonisins B1 and B2; DON: deoxynivalenol; NIV: nivalenol; HT-2: HT-2 toxin; T-2: T-2 toxin. ND: not detected.
LC-MS/MS parameters of mycotoxins under optimized conditions
| ID a (Toxins) | Type | Q1 (Precursor Ion) | Q3 (Product Ion) | TIME (Ms) | DP (Volts) | EP (Volts) | CE (Volts) | CXP (Volts) |
|---|---|---|---|---|---|---|---|---|
|
| [M + CH3COO−]− | 371.1 | 281.1 | 150 | −15 | −3.5 | −18 | −2 |
| 371.1 | 59.0 | 150 | −15 | −3.5 | −38 | −6 | ||
|
| [M + CH3COO−]− | 355.1 | 59.0 | 150 | −15 | −3.5 | −40 | −6 |
| 355.1 | 295.2 | 150 | −15 | −3.5 | −14 | −2 | ||
|
| [M + H]+ | 313.0 | 241.0 | 80 | 66 | 10 | 43 | 4 |
| 313.0 | 285.3 | 80 | 66 | 10 | 43 | 4 | ||
|
| [M + H]+ | 315.0 | 286.9 | 80 | 66 | 10.5 | 39 | 6 |
| 315.0 | 259.0 | 80 | 66 | 10.5 | 33 | 4 | ||
|
| [M + H]+ | 329.0 | 243.0 | 80 | 61 | 11 | 37 | 6 |
| 329.0 | 200.0 | 80 | 61 | 11 | 55 | 6 | ||
|
| [M + H]+ | 331.0 | 313.1 | 80 | 61 | 10.5 | 39 | 8 |
| 331.0 | 245.3 | 80 | 61 | 10.5 | 39 | 8 | ||
|
| [M + H]+ | 722.4 | 334.3 | 80 | 76 | 10.5 | 51 | 6 |
| 722.4 | 352.3 | 80 | 76 | 10.5 | 47 | 6 | ||
|
| [M + H]+ | 706.4 | 336.3 | 80 | 76 | 10 | 51 | 6 |
| 706.4 | 318.3 | 80 | 76 | 10 | 51 | 6 | ||
|
| [M + NH4]+ | 442.2 | 263.2 | 80 | 50 | 10 | 19 | 6 |
| 442.2 | 215.2 | 80 | 50 | 10 | 19 | 6 | ||
|
| [M + NH4]+ | 484.3 | 305.1 | 80 | 50 | 10 | 19 | 6 |
| 484.3 | 215.2 | 80 | 50 | 10 | 23 | 6 | ||
|
| [M − H]− | 317.1 | 131.0 | 100 | −50 | −4.5 | −40 | −2 |
| 317.1 | 175.0 | 100 | −50 | −4.5 | −34 | −2 | ||
|
| [M + H]+ | 404.1 | 239.1 | 300 | 36 | 8.5 | 31 | 6 |
| 404.1 | 357.9 | 300 | 36 | 8.5 | 21 | 6 |
a AFB1, AFB2, AFG1, AFG2: aflatoxins B1, B2, G1, and G2; FB1, FB2: fumonisins B1 and B2; HT-2: HT-2 toxin; T-2: T-2 toxin; ZEN: zearalenone; DON: deoxynivalenol; OTA: ochratoxin A; NIV: nivalenol. DP: declustering potential; EP: entrance potential; CE: collision energy; CXP: collision cell exit potential.
Figure 3Wet-milling process to produce cornstarch and corn by-products.