| Literature DB >> 31193078 |
Abdallah Ouakhssase1, Adil Chahid2, Hanane Choubbane3, Abdelmajid Aitmazirt2, Elhabib Ait Addi1.
Abstract
A LC-MS/MS method has been optimized and validated for the determination of aflatoxins (AFB1, AFB2, AFG1 and AFG2) in maize. Extraction was performed using a modified QuEChERS method with little sample preparation without the need for purification procedure. Determination was performed by high pressure liquid chromatography (HPLC) coupled to tandem mass spectrometry (MS/MS). The acquisition was performed using MassHunter software in Multiple Reaction Monitoring (MRM) mode in positive polarity. Different mobile phases were tested to control the degree of the ionization and good performances were obtained for methanol/water with 5 mM ammonium acetate. MRM experiments were optimized for each aflatoxin in order to generate sensitive transitions. Linearity was demonstrated for the aflatoxins in the range 0.225-1.25 μg/L. Limits of detection (LOD) (0.11 and 0.36 μg/Kg) and limits of quantification (LOQ) (0.36-1.19 μg/Kg) of the aflatoxins are below the maximum permitted levels set by the European Union (EU). Aflatoxins have acceptable recoveries using QuEChERS method in the acceptable range of 50-120% for levels below 1 μg/Kg. Satisfactory recoveries were also obtained in the acceptable range of 70-110% for levels between 1 and 10 μg/Kg except for AFB2. Relative standard deviation (RSD) of recoveries for the intra-day precision and inter-day precision were below 11 %. Selectivity of the method was tested and no spectral interferences were observed in the appropriate retention times. The main advantage of the proposed method is its ease of use and requires a smaller solvent consumption that reduces the time and cost of the analysis.Entities:
Keywords: Analytical chemistry; Food analysis; Food safety; Food science; Food technology
Year: 2019 PMID: 31193078 PMCID: PMC6515151 DOI: 10.1016/j.heliyon.2019.e01565
Source DB: PubMed Journal: Heliyon ISSN: 2405-8440
Fig. 1Evolution of the Aflatoxin peak area versus the composition of the mobile phase (ESI+, Full scan mode).
Fig. 2Full-scan mass spectra of [M + H]+ and [M + Na]+ precursor ions for Aflatoxin B1 (m/z 312.9 and 334.9), Aflatoxin B2 (m/z 314.9 and 336.9), Aflatoxin G1 (m/z 328.9 and 350.9) and Aflatoxin G2 (m/z 330.9 and 352.9).
Fig. 3Intensities of the most abundant product ions (nominal mass) corresponding to: AFB1 (A), AFB2 (B), AFG1 (C) and AFG2 (D).
LC-ESI-MS/MS parameters for the analysis of aftatoxin B1, B2, G1 and G2 in multiple reactions monitoring (MRM) mode.
| Aflatoxin | Molecular formula | Molecular weight (g/mol) | Retention time (min) | Precursor ion [M + H]+ (m/z) | Product ion (m/z) | Dwell time (ms) | Fragmentor voltage (V) | Collision energy (V) |
|---|---|---|---|---|---|---|---|---|
| B1 | C17H12O6 | 312 | 313.1 | 284.7* | 50 | 135 | 24 | |
| 240.8 | 41 | |||||||
| B2 | C17H14O6 | 314 | 315.1 | 286.7* | 50 | 135 | 29 | |
| 258.7 | 29 | |||||||
| G1 | C17H12O7 | 328 | 329.1 | 242.7* | 50 | 135 | 25 | |
| 199.9 | 40 | |||||||
| G2 | C17H14O7 | 330 | 331.1 | 312.7* | 50 | 135 | 28 | |
| 244.7 | 30 |
* Quantification product ions.
Highlighted in bold are Retention times 3.026 min for AFG2, 3.145 min for AFG1, 3.277 min for AFB2 and 3.382 min for AFB1.
Fig. 4(A) Typical MRM chromatograms and mass spectra of quantitative transitions for aflatoxins. Blank maize sample contaminated with AFB1 (2.5 μg/Kg), AFB2 (2.35 μg/Kg), AFG1 (2.5 μg/Kg) and AFG2 (2.25 μg/Kg). (B) and (C) Real samples.
Calibration curve equations (mean ± standard deviation, n = 5) and statistical tests used for linearity assessment.
| Aflatoxins | Equation | R2 | Normality | Maximum normed residual | Homogeneity of variances | Regression | Lack-of-fit | |||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| WTest (5 levels) | WCritical | GTest (5 levels) | GCritical | CTest | CCritical | F | FCritical | F | FCritical | |||
| AFB1 | y = (893.67 ± 67.05)x – (17.94 ± 33.88) | 0.9934 | ||||||||||
| AFB2 | y = (1086.24 ± 76.90)x – (24.71 ± 28.18) | 0.9946 | ||||||||||
| AFG1 | y = (710.97 ± 41.57)x + (0.94 ± 9.80) | 0.9923 | ||||||||||
| AFG2 | y = (731.35 ± 29.03)x – (14.08 ± 25.20) | 0.9917 | ||||||||||
R2 correlation coefficient, (Wtest, Wcritical) Shapiro Wilk statistic, (Ctest, Ccritical) Cochran statistic, (Gtest, Gcritical) Grubbs statistic, (F, Fcritical) F statistic.
Shapino Wilk statistic (normality) : Values in bold represent the coefficients of Shapino Wilk test (W test for 5 levels) and critical value (W critical) at 1%.
Grubbs statistic (Maximum normed residual): Values in bold represent the coefficients of Grubbs test (G test for 5 levels) and critical value (G critical) at 1%.
Cochran statistic (Homogeneity of variances): Values in bold represent the coefficients of Cochran test and critical value (C critical) at 1%.
F statistic (Analysis of variance) : Values in bold represent F values and F critical for Regression, F values and F critical for lack-of-fit at %1.
Mean recoveries of aflatoxins spiked at levels in the range 0.45–10 μg/Kg in maize sample, Relative Standard Deviation value (RSD), limit of detection (LOD) and limit of quantification (LOQ). Aflatoxins detected in analyzed maize samples.
| Aflatoxins | Concentration (μg/Kg) | Mean recovery (%) | RSD (%) | RSD (%) | LOD (μg/Kg) | LOQ (μg/Kg) | Sample 1 | Sample 2 |
|---|---|---|---|---|---|---|---|---|
| AFB1 | 0.5 | 60.15 | 3.2 | 6.9 | 0.16 | 0.54 | <LOQ | <LOQ |
| 2.5 | 91.79 | 1.5 | 6.3 | |||||
| 5 | 99.80 | 1.6 | 2.4 | |||||
| 10 | 89.90 | 1.1 | 3.3 | |||||
| AFB2 | 0.47 | 62.62 | 7.6 | 7.6 | 0.11 | 0.36 | <LOQ | <LOQ |
| 2.35 | 62.13 | 2.4 | 4.8 | |||||
| 4.70 | 67.60 | 1.2 | 2.3 | |||||
| 9.40 | 62.10 | 0.9 | 1 | |||||
| AFG1 | 0.5 | 62.92 | 3.6 | 10.1 | 0.36 | 1.19 | <LOQ | <LOQ |
| 2.5 | 102.14 | 1.8 | 2 | |||||
| 5 | 109.40 | 1.7 | 1.9 | |||||
| 10 | 101.70 | 1.4 | 1.8 | |||||
| AFG2 | 0.45 | 76.60 | 10.8 | 10.8 | 0.16 | 0.52 | <LOQ | <LOQ |
| 2.25 | 80.86 | 2.9 | 4.8 | |||||
| 4.50 | 89.9 | 2 | 2.5 | |||||
| 9.00 | 82.2 | 1.6 | 1.6 |
Analytical figures of merit of the determination of aflatoxins in maize compared with previously reported approaches: LOD, LOQ, Recovery (%) and RSD (% in the parentheses).
| Aflatoxins | LOD (μg/Kg) | LOQ (μg/Kg) | References | Approach used | Maximum limits | Spiked level (μg/Kg) | Recovery (%) | Spiked level (μg/Kg) | Recovery (%) | Spiked level (μg/Kg) | Recovery (%) | References | Performance criteria for aflatoxins (Recovery) |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| AFB1 | 0.16 | 0.54 | Our result | Signal to noise ratio of 3 and 10 (S/N) | 2 μg/Kg for AFB1 and 4 μg/Kg for total aflatoxins in maize ( | 0.50 | 60.15 (3.2) | 2.50 | 91.79 (1.5) | 5.00 | 99.8 (1.6) | Our result | 60–120% for concentrations |
| AFB1 | 0.50 | - | - | - | 2.50 | 106.10 (7.1) | |||||||
| AFB1 | 0.60 | 1.90 | 0.50 | 96.5 (4.7) | 2.50 | 103.8 (1.3) | 5.00 | 105.8 (5.6) | |||||
| AFB1 | 0.20 | 0.70 | - | - | 2.00 | 66.9 (8.2) | |||||||
| AFB1 | 0.117 | 0.391 | 2.00 | 108.00 (23) | |||||||||