| Literature DB >> 32210164 |
Rocio Facorro1,2, Maria Llompart2, Thierry Dagnac1.
Abstract
The objective of this work was the development of a methodology capable of simultaneously determine 26 mycotoxins in mixed feed rations collected in 20 dairy farms. A sample preparation methodology based on a combination of (d)SPE and QuEChERS extractions was used. Liquid chromatography-high resolution mass spectrometry was employed for both identification and quantification purposes. To this respect, a powerful workflow based on data-independent acquisition, consisting of fragmenting all precursor ions entering the mass spectrometer in narrow m/z isolation windows (SWATH), was implemented. SWATH data file then contains all the information that would be acquired in a multitude of different experimental approaches in a single all-encompassing dataset. Analytical method performance was evaluated in terms of linearity, repeatability and matrix effect. Relative recoveries were also measured, giving values above 80% for most compounds. Matrix-matched calibration was carried out and enabled reaching the low ng mL-1 level for many mycotoxins. The observed matrix effect, in most cases suppressive, reached even values higher than 60%. The repeatability was also adequate, showing a relative standard deviation lower than 10%. All unified samples analyzed showed co-occurrence of two or more mycotoxins, recurrently zearalenone, fumonisin B1, and β-zearalenol, with an occurrence frequency ranging from 60% to 90%.Entities:
Keywords: Mycotoxins; QuEChERS; data independent SWATH; dispersive solid phase extraction; high-resolution mass spectrometry; liquid chromatography; mixed feed rations
Mesh:
Substances:
Year: 2020 PMID: 32210164 PMCID: PMC7150789 DOI: 10.3390/toxins12030206
Source DB: PubMed Journal: Toxins (Basel) ISSN: 2072-6651 Impact factor: 4.546
Figure 1Response comparisons between the four mobile phase compositions: ammonium acetate 3mM, ammonium formate 3 mM and the addition of acetic or formic acid 0.1%, respectively for (a) 3+15 acetyldeoxynivalenol; (b) cyclopiazonic acid; and (c) alternariol.
HPLC-Triple time-of-flight (TOF) performance for the mycotoxin analysis: linearity, intra and inter-day precision, detection limits, recovery and matrix effect.
| Compounds | R2 | Linear Range (ng mL−1) | Intra-Day Precision (%) (n = 3) | Inter-Day Precision (%) (n = 3) | LOQs (ng mL−1) | Recoveries | Matrix Effect (%) | |||
|---|---|---|---|---|---|---|---|---|---|---|
| Concentration (ng mL−1) | Recovery (%) (% RSD) | Concentration (ng mL−1) | Recovery (%) (% RSD) | |||||||
|
| 0.9998 | 10.7–1828.3 | 2.4 | 5.8 | 24 | 339.6 | 85.8 (3.9) | 95.4 | 90.5 (3.0) | −0.6 |
|
| 0.9999 | 26.7–912.8 | 2.4 | 6.2 | 41.1 | 169.6 | 114.2 (0.8) | 47.7 | 121.9 (8.7) | −22.4 |
|
| 0.9999 | 40.6–905.4 | 2.5 | 5.9 | 46.8 | 168.2 | 88.8 (4.1) | 47.6 | 132.6 (5.8) | 33.9 |
|
| 1.0000 | 13.5–479.7 | 1.1 | 1.4 | 24 | 170.6 | 58.3 (1.2) | 47.9 | 67.4 (3.5) | −29.6 |
|
| 0.9996 | 2.7–92.6 | 1.7 | 5.2 | 2.9 | 17.2 | 92.7 (2.2) | 4.8 | 29.6 (6.6) | 195.3 |
|
| 0.9998 | 1.3–85.8 | 0.2 | 0.4 | 2.4 | 15.9 | 118.1 (0.3) | 4.5 | 98.7 (4.2) | 197.8 |
|
| 0.9998 | 1.1–190.7 | 2.3 | 2.2 | 3.3 | 35.4 | 98.9 (0.4) | 10.0 | 61.3 (2.0) | −69.8 |
|
| 0.9998 | 2.6–87.9 | 3.1 | 6.0 | 4.2 | 16.3 | 104.0 (5.5) | 4.6 | 70.4 (2.9) | −51.2 |
|
| 0.9991 | 1.6–36.4 | 4.8 | 5.2 | 2.0 | 6.8 | 71.4 (5.2) | 1.9 | 54.8 (1.1) | −49.9 |
|
| 0.9998 | 0.2–36.1 | 2.5 | 2.9 | 0.6 | 6.7 | 32.2 (2.5) | 1.9 | 87.0 (8.0) | −31.0 |
|
| 0.9996 | 0.5–35.9 | 4.7 | 5.1 | 1.2 | 6.7 | 80.9 (3.0) | 1.9 | 76.3 (9.1) | −56.3 |
|
| 0.9999 | 0.4–9.1 | 0.9 | 1.1 | 0.5 | 1.7 | 155.2 (1.9) | 0.6 | 85.7 (0.3) | −28.8 |
|
| 0.9998 | 2.6–450.5 | 1.1 | 3.8 | 7.0 | 83.7 | 53.7 (0.3) | 23.5 | 83.4 (5.5) | −25.9 |
|
| 0.9999 | 0.1–19.1 | 1.2 | 1.3 | 0.3 | 3.5 | 78.2 (2.5) | 0.9 | 97.6 (3.0) | −53.0 |
|
| 0.9996 | 2.0–394.7 | 3.7 | 5.6 | 3.5 | 73.1 | 66.7 (2.1) | 18.6 | 84.2 (3.0) | −89.6 |
|
| 0.9999 | 1.4–33.2 | 4.1 | 3.6 | 1.6 | 6.1 | 81.4 (1.8) | 1.7 | 101.0 (1.1) | −34.6 |
|
| 0.9993 | 1.0–191.3 | 1.4 | 4.0 | 2.1 | 35.4 | 37.8 (0.5) | 9.0 | 56.5 (0.2) | −11.4 |
|
| 0.9999 | 2.5–249.2 | 4.9 | 9.4 | 5.7 | 90.8 | 95.8 (6.5) | 23.2 | 90.5 (1.7) | −3.0 |
|
| 0.9999 | 2.6–256.4.4 | 4.8 | 5.2 | 5.7 | 93.4 | 77.9 (5.2) | 23.8 | 108.2 (4.2) | −50.0 |
|
| 0.9999 | 0.5–100.7 | 4.6 | 4.8 | 1.2 | 18.7 | 83.4 (5.9) | 4.8 | 103.7 (5.9) | −44.0 |
|
| 0.9995 | 2.0–395.3 | 0.6 | 0.6 | 6 | 73.2 | 96.4 (0.7) | 18.7 | 109.6 (0.9) | 25.0 |
|
| 0.9998 | 0.1–103.5 | 4.4 | 10.4 | 0.3 | 21.3 | 103.3 (5.2) | 11.4 | 57.8 (8.9) | −65.0 |
|
| 1.0000 | 0.4–25.9 | 4.7 | 4.4 | 1.2 | 5.3 | 105.2 (2.9) | 2.9 | 62.5 (7.6) | −43.2 |
|
| 0.9998 | 0.1–103.5 | 6.8 | 10.1 | 0.3 | 21.3 | 96.5 (1.9) | 11.4 | 49.2 (6.2) | −36.3 |
|
| 0.9998 | 0.4–25.9 | 4.6 | 4.3 | 1.2 | 5.3 | 118.3 (0.6) | 2.9 | 135.5 (0.4) | −30.3 |
1. negative mode.
Figure 2Matrix-matched calibration curves and external calibration. (a) Signal suppression: DON, ZEA; (b) signal enhancement: FB1.
Concentration ranges, average, maximum and minimum concentrations (with relative expanded uncertainty, U (%)) and occurrence frequency of the 17 mycotoxins found in the 97 mixed ration samples.
| Compounds | Concentration (ng g−1) | N° Positive | Occurrence Frequency (%) | |||
|---|---|---|---|---|---|---|
|
|
|
| ||||
|
| 426.9 | 770.0 | 214.1 |
| 33 | 33.7 |
|
| 52.8 | 81.3 | 36.5 |
| 15 | 16.3 |
|
| 322.0 | 1305.5 | 53.1 |
| 49 | 50.0 |
|
| 578.8 | 1453.9 | 14.0 |
| 95 | 96.9 |
|
| 160.6 | 481.1 | 13.3 |
| 64 | 65.3 |
|
| 124.3 | 209.9 | 46.1 |
| 4 | 4.1 |
|
| 5.1 | 5.1 | 5.1 |
| 1 | 1.0 |
|
| 36.9 | 59.3 | 19.6 |
| 4 | 4.1 |
|
| 8.7 | 15.3 | 2.6 |
| 20 | 20.4 |
|
| 96.5 | 257.0 | 2.6 |
| 22 | 22.4 |
|
| 33.3 | 91.0 | 8.8 |
| 6 | 6.1 |
|
| 126.3 | 295.4 | 12.7 |
| 24 | 24.5 |
|
| 262.2 | 3151.4 | 8.2 |
| 19 | 19.4 |
|
| 159.7 | 234.5 | 63.7 |
| 9 | 9.2 |
|
| 32.5 | 50.3 | 25.3 |
| 28 | 28.6 |
|
| 35.3 | 78.9 | 8.1 |
| 67 | 68.4 |
|
| 10.2 | 23.2 | 3.5 |
| 90 | 91.8 |
Figure 3Total number of positives for each mycotoxin in the 97 samples analyzed.
Target mycotoxins: molecular formula, exact mass, CAS number, molecular ion, retention time and structure.
| Mycotoxins | Acronym | Molecular Formula | Exact Mass (m/z) | CAS Number | Molecular Ion | RT (min) | Structure |
|---|---|---|---|---|---|---|---|
|
| 3-ADON | C17H22O7 | 338.1365 | 50722-38-8 | [M+H]+ | 3.83 |
|
|
| 15-ADON | C17H22O7 | 338.1365 | 88337-96-6 | [M+H]+ | 3.83 |
|
|
| DON | C15H20O6 | 296.1259 | 51481-10-8 | [M+H]+ | 2.24 |
|
|
| ENN B | C33H57N3O9 | 639.4094 | 917-13-5 | [M+H]+ | 8.15 |
|
|
| ENN B1 | C34H59N3O9 | 653.4251 | 19914-20-6 | [M+H]+ | 8.30 |
|
|
| FB1 | C34H59NO15 | 721.3884 | 116355-83-0 | [M+H]+ | 5.20 |
|
|
| FB2 | C34H59NO14 | 705.3935 | 116355-84-1 | [M+H]+ | 6.20 |
|
|
| HT-2 | C22H32O8 | 424.2097 | 26934-87-2 | [M+NH4]+ | 5.70 |
|
|
| MAC A | C28H35N3O4 | 477.2627 | 75731-43-0 | [M+H]+ | 6.97 |
|
|
| OTA | C20H18ClNO6 | 403.0822 | 303-47-9 | [M+H]+ | 5.36 |
|
|
| ROQ-C | C22H23N5O2 | 389.1851 | 58735-64-1 | [M+H]+ | 6.50 |
|
|
| STE | C18H12O6 | 324.0633 | 10048-13-2 | [M+H]+ | 6.62 |
|
|
| T-2 | C24H34O9 | 466.2202 | 21259-20-1 | [M+NH4]+ | 6.16 |
|
|
| CPA | C20H20N2O3 | 336.1473 | 18172-33-3 | [M+H]+ | 5.00 |
|
|
| AND A | C28H38O7 | 486.2617 | 174232-42-9 | [M-H]- | 5.95 |
|
|
| AOH | C14H10O5 | 258.0528 | 641-38-3 | [M-H]- | 5.64 |
|
|
| MPA | C17H20O6 | 320.1259 | 24280-93-1 | [M-H]- | 4.93 |
|
|
| PEN A | C37H44ClNO6 | 633.2857 | 12627-35-9 | [M+H]+ | 7.64 |
|
|
| α-ZOL | C18H24O5 | 320.1623 | 36455-72-8 | [M+H]+ | 5.95 |
|
|
| β-ZOL | C18H24O5 | 320.1623 | 71030-11-0 | [M+H]+ | 6.34 |
|
|
| ZEA | C18H22O5 | 318.1467 | 17924-92-4 | [M+H]+ | 6.48 |
|
|
| FUS X | C17H22O8 | 354.1314 | 23255-69-8 | [M+H]+ | 3.03 |
|
|
| AF B1 | C17H12O6 | 312.0633 | 1162-65-8 | [M+H]+ | 4.95 |
|
|
| AF B2 | C17H14O6 | 314.0790 | 7220-81-7 | [M+H]+ | 4.75 |
|
|
| AF G1 | C17H12O7 | 328.0583 | 1165-39-5 | [M+H]+ | 4.54 |
|
|
| AF G2 | C17H14O7 | 330.0739 | 7241-98-7 | [M+H]+ | 4.33 |
|