| Literature DB >> 28604626 |
Oana Stanciu1,2, Cristina Juan3, Doina Miere4, Felicia Loghin5, Jordi Mañes6.
Abstract
In this study, a total of 244 wheat and wheat-based products collected from Romania were analyzed by liquid chromatography tandem mass spectrometry (LC-MS/MS) in order to evaluate the presence of four enniatins (ENs; i.e., ENA, ENA1, ENB, and ENB1) and beauvericin (BEA). For the wheat samples, the influence of agricultural practices was assessed, whereas the results for the wheat-based products were used to calculate the estimated daily intake of emerging mycotoxins through wheat consumption for the Romanian population. ENB presented the highest incidence (41% in wheat and 32% in wheat-based products), with its maximum levels of 815 μg kg-1 and 170 μg kg-1 in wheat and wheat-based products, respectively. The correlation between the concentrations of ENB and ENB1 in wheat grain samples and farm practices (organic or conventional) was confirmed statistically (p < 0.05). This is the first study that provides comprehensive information about the influence of agricultural practice on emerging Fusarium mycotoxin presence in Romanian wheat samples and the estimated daily intake of ENs and BEA present in wheat-based products for human consumption commercialized in Romania.Entities:
Keywords: LC-MS/MS; cereals; conventional; emerging mycotoxins; estimated daily intake; organic; wheat products
Mesh:
Substances:
Year: 2017 PMID: 28604626 PMCID: PMC5488039 DOI: 10.3390/toxins9060189
Source DB: PubMed Journal: Toxins (Basel) ISSN: 2072-6651 Impact factor: 4.546
Summary of enniatin (EN) levels found in Romanian wheat samples distributed by agricultural practice.
| Mycotoxin | Parameter | Conventional | Organic | Total |
|---|---|---|---|---|
| ( | ( | ( | ||
| BEA | Incidence | 3 | 0 | 3 |
| LD-LQ | 2 | 0 | 2 | |
| Frequency (%) | 2 | 0 | 2 | |
| Mean (μg kg−1) | 0.07 | n.q. | 0.07 | |
| Max. (μg kg−1) | 9.1 | n.q. | 9.1 | |
| ENA | Incidence | 6 | 5 | 11 |
| LD-LQ | 0 | 2 | 2 | |
| Frequency (%) | 6 | 19 | 8 | |
| Mean (μg kg−1) | 3.8 | 7.0 | 4.5 | |
| Max. (μg kg−1) | 140 | 96.6 | 140 | |
| ENA1 | Incidence | 19 | 8 | 27 |
| LD-LQ | 0 | 0 | 0 | |
| Frequency (%) | 18 | 30 | 20 | |
| Mean (μg kg−1) | 11.2 | 23.7 | 13.7 | |
| Max. (μg kg−1) | 356 | 272 | 356 | |
| ENB | Incidence | 36 | 19 | 55 |
| LD-LQ | 0 | 1 | 1 | |
| Frequency (%) | 34 | 70 | 41 | |
| Mean (μg kg−1) | 42.9 | 102 | 54.8 | |
| Max. (μg kg−1) | 815 | 487 | 815 | |
| ENB1 | Incidence | 25 | 11 | 36 |
| LD-LQ | 1 | 0 | 1 | |
| Frequency (%) | 24 | 41 | 27 | |
| Mean (μg kg−1) | 21.5 | 66.0 | 30.5 | |
| Max. (μg kg−1) | 510 | 510 | 510 |
Incidence: number of samples ≥ limit of detection (LD); LD-LQ: number of samples ≥ LD and ≤ limit of quantification (LQ); Frequency: the percentage of samples ≥ LD/total samples; Mean: average of total samples, assuming a zero value for samples ≤ LQ; BEA: beauvericin; n.q.: not quantified because no sample was ≥ LQ.
Figure 1Selected reaction monitoring (SRM) chromatograms of a conventional wheat sample contaminated simultaneously with ENA (140 μg kg−1), ENA1 (356 μg kg−1), ENB (394 μg kg−1), and ENB1 (510 μg kg−1).
Figure 2Mycotoxin frequency data for Romanian wheat: (a) conventional; (b) organic.
Pairs of mycotoxins found in the positive samples of wheat (conventional and organic) and wheat-based products from Romania.
| Mycotoxins | Conventional Wheat | Organic Wheat | Wheat Products |
|---|---|---|---|
| ( | ( | ( | |
| Two mycotoxins | |||
| ENA1 + ENB | 1 | 0 | 0 |
| ENA1 + ENB1 | 3 | 0 | 0 |
| ENB + ENB1 | 7 | 3 | 16 |
| Three mycotoxins | |||
| ENA1 + ENB + ENB1 | 9 | 3 | 1 |
| BEA + ENB + ENB1 | 0 | 0 | 1 |
| Four mycotoxins | |||
| BEA + ENA1 + ENB + ENB1 | 1 | 0 | 0 |
| ENA + ENA1 + ENB + ENB1 | 5 | 5 | 0 |
Co-occurrence: number of samples co-contaminated ≥ limit of detection (LD).
Summary of EN levels found in Romanian conventional wheat samples distributed by cultivars.
| Variety | ENA | ENA1 | ENB | ENB1 | Overall Occurrence | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Occurrence | Mean | Max. | Occurrence | Mean | Max. | Occurrence | Mean | Max. | Occurrence | Mean | Max. | ||
| (μg kg−1) | (μg kg−1) | (μg kg−1) | (μg kg−1) | ||||||||||
| Alcantara | 0/1 | n.q. | n.q. | 0/1 | n.q. | n.q. | 0/1 | n.q. | n.q. | 0/1 | n.q. | n.q. | 0/1 |
| Alex | 0/1 | n.q. | n.q. | 0/1 | n.q. | n.q. | 0/1 | n.q. | n.q. | 0/1 | n.q. | n.q. | 0/1 |
| Altigo | 0/1 | n.q. | n.q. | 0/1 | n.q. | n.q. | 1/1 | 157.4 | 157 | 1/1 | 12.4 | 12.4 | 1/1 |
| Arezzo | 0/3 | n.q. | n.q. | 1/3 | 3.9 | 11.8 | 0/3 | n.q. | n.q. | 1/3 | 3.8 | 11.6 | 1/3 |
| Arieşan | 0/7 | n.q. | n.q. | 1/7 | 3.6 | 25.5 | 6/7 | 57.7 | 149 | 2/7 | 15.2 | 71.1 | 6/7 |
| Balaton | 0/2 | n.q. | n.q. | 2/2 | 27.0 | 43.0 | 2/2 | 40.5 | 65.1 | 1/2 | 37.0 | 74.0 | 2/2 |
| Boema | 0/4 | n.q. | n.q. | 0/4 | n.q. | n.q. | 1/4 | 0.5 | 2.1 | 0/4 | n.q. | n.q. | 1/4 |
| Dropia | 0/1 | n.q. | n.q. | 0/1 | n.q. | n.q. | 0/1 | n.q. | n.q. | 0/1 | n.q. | n.q. | 0/1 |
| Exotic | 0/1 | n.q. | n.q. | 0/1 | n.q. | n.q. | 1/1 | 55.7 | 55.7 | 1/1 | 4.5 | 4.5 | 1/1 |
| Felix | 0/1 | n.q. | n.q. | 0/1 | n.q. | n.q. | 0/1 | n.q. | n.q. | 0/1 | n.q. | n.q. | 0/1 |
| Glosa | 0/10 | n.q. | n.q. | 1/10 | 1.8 | 17.5 | 3/10 | 3.9 | 33.9 | 1/10 | 2.0 | 20.2 | 3/10 |
| Hyfi | 0/1 | n.q. | n.q. | 0/1 | n.q. | n.q. | 0/1 | n.q. | n.q. | 0/1 | n.q. | n.q. | 0/1 |
| ITC-20 | 0/1 | n.q. | n.q. | 0/1 | n.q. | n.q. | 0/1 | n.q. | n.q. | 0/1 | n.q. | n.q. | 0/1 |
| Izvor | 0/7 | n.q. | n.q. | 1/7 | 9.4 | 65.6 | 1/7 | 22.7 | 159 | 1/7 | 16.6 | 116 | 1/7 |
| Kontrast | 0/1 | n.q. | n.q. | 0/1 | n.q. | n.q. | 1/1 | 5.2 | 5.2 | 0/1 | n.q. | n.q. | 1/1 |
| Litera | 0/5 | n.q. | n.q. | 1/5 | 2.8 | 14.2 | 1/5 | 8.0 | 40.1 | 1/5 | 7.4 | 37.2 | 1/5 |
| Lukulus | 0/1 | n.q. | n.q. | 0/1 | n.q. | n.q. | 0/1 | n.q. | n.q. | 0/1 | n.q. | n.q. | 0/1 |
| Miranda | 0/2 | n.q. | n.q. | 0/2 | n.q. | n.q. | 0/2 | n.q. | n.q. | 0/2 | n.q. | n.q. | 0/2 |
| Ponomicus | 0/2 | n.q. | n.q. | 0/2 | n.q. | n.q. | 0/2 | n.q. | n.q. | 0/2 | n.q. | n.q. | 0/2 |
| Solehio | 0/1 | n.q. | n.q. | 0/1 | n.q. | n.q. | 0/1 | n.q. | n.q. | 0/1 | n.q. | n.q. | 0/1 |
| Soxenos | 0/1 | n.q. | n.q. | 0/1 | n.q. | n.q. | 1/1 | 12.6 | 12.6 | 0/1 | n.q. | n.q. | 1/1 |
| Urbanus | 0/1 | n.q. | n.q. | 0/1 | n.q. | n.q. | 0/1 | n.q. | n.q. | 0/1 | n.q. | n.q. | 0/1 |
| Other types | 6/51 | 7.9 | 140 | 12/51 | 19.5 | 356 | 18/51 | 70.4 | 815 | 16/51 | 37.1 | 510 | 23/51 |
Occurrence: number of samples ≥ limit of detection (LD)/total samples; Mean: average of total samples, assuming a zero value for samples ≤ limit of quantification (LQ); n.q.: not quantified because no sample was ≥ LQ.
Summary of EN levels found in Romanian wheat-based products.
| Mycotoxin | Parameter | Flour | Pasta | Breakfast Cereals | Biscuits | Total |
|---|---|---|---|---|---|---|
| ( | ( | ( | ( | ( | ||
| BEA | Incidence | 0 | 0 | 0 | 1 | 1 |
| LD-LQ | 0 | 0 | 0 | 1 | 1 | |
| Frequency (%) | 0 | 0 | 0 | 4 | 1 | |
| Mean (μg kg−1) | n.q. | n.q. | n.q. | n.q. | n.q. | |
| Max. (μg kg−1) | n.q. | n.q. | n.q. | n.q. | n.q. | |
| ENA | Incidence | 0 | 0 | 0 | 0 | 0 |
| LD-LQ | 0 | 0 | 0 | 0 | 0 | |
| Frequency (%) | 0 | 0 | 0 | 0 | 0 | |
| Mean (μg kg−1) | n.q. | n.q. | n.q. | n.q. | n.q. | |
| Max. (μg kg−1) | n.q. | n.q. | n.q. | n.q. | n.q. | |
| ENA1 | Incidence | 0 | 1 | 0 | 0 | 1 |
| LD-LQ | 0 | 1 | 0 | 0 | 1 | |
| Frequency (%) | 0 | 3 | 0 | 0 | 1 | |
| Mean (μg kg−1) | n.q. | n.q. | n.q. | n.q. | n.q. | |
| Max. (μg kg−1) | n.q. | n.q. | n.q. | n.q. | n.q. | |
| ENB | Incidence | 12 | 11 | 2 | 10 | 35 |
| LD-LQ | 1 | 0 | 0 | 3 | 4 | |
| Frequency (%) | 29 | 28 | 29 | 43 | 32 | |
| Mean (μg kg−1) | 1.8 | 10.4 | 1.9 | 1.7 | 4.9 | |
| Max. (μg kg−1) | 38.2 | 170 | 7.8 | 9.7 | 170 | |
| ENB1 | Incidence | 2 | 9 | 1 | 6 | 18 |
| LD-LQ | 0 | 2 | 0 | 3 | 5 | |
| Frequency (%) | 5 | 23 | 14 | 26 | 16 | |
| Mean (μg kg−1) | 0.5 | 1.9 | 0.5 | 0.7 | 1.0 | |
| Max. (μg kg−1) | 16.6 | 44.8 | 3.6 | 6.2 | 44.8 |
Incidence: number of samples ≥ limit of detection (LD); LD-LQ: number of samples ≥ LD and ≤ limit of quantification (LQ); Frequency: the percentage of samples ≥ LD/total samples; Mean: average of total samples, assuming a zero value for samples ≤ LQ; n.q.: not quantified because no sample was ≥ LQ.
Emerging mycotoxin exposure and risk assessment of the Romanian population through the consumption of wheat-based products.
| Mycotoxin | EDI (ng/kg bw/day) | %TDI | ||
|---|---|---|---|---|
| LB | UB | LB | UB | |
| 0 | 5.3 | n.c. | n.c. | |
| 0 | 31.7 | 0 | 3.17 | |
| 0 | 10.7 | 0 | 1.07 | |
| 25.8 | 27.8 | 2.58 | 2.78 | |
| 5.4 | 10.3 | 0.54 | 1.03 | |
| 31.2 | 80.5 | 3.12 | 8.05 | |
EDI: Estimated daily intake; LB: low bound scenario, calculated assuming a zero value for the samples ≤ limit of quantification (LQ); UB: upper bound scenario, calculated assuming the limit of detection (LD) value for the samples ≤ LD and the LQ value for the samples LD-LQ; %TDI: the percentage covered by the EDI from a proposed hypothetic tolerable daily intake (TDI) for the sum of ENs (1000 ng/kg bw/day); n.c.: not calculated because no TDI was proposed for BEA.
Mass spectrometry (MS/MS) parameters for mycotoxin detection and method sensitivity.
| Analyte | Rt | MS/MS Detection Parameters | Method Sensitivity | |||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Precursor Ion | Product Ions | DP | CEP | CE | CXP | Wheat | Products | |||||
| LD | LQ | LD | LQ | |||||||||
| (min) | (g/mol) | (m/z) | (V) | (μg kg−1) | ||||||||
| BEA | 11.33 | 783.95 | 801.2 | 784.1 | 116 | 33 | 27 | 10 | 4 | 8 | 1 | 2 |
| [M + NH4]+ | 244.1 | 39 | 6 | |||||||||
| ENA | 13.23 | 681.90 | 699.4 | 210.1 | 76 | 30 | 35 | 14 | 6 | 12 | 6 | 12 |
| [M + NH4]+ | 228.2 | 59 | 16 | |||||||||
| ENA1 | 12.32 | 667.87 | 685.4 | 210.2 | 66 | 29 | 37 | 8 | 3 | 6 | 2 | 4 |
| [M + NH4]+ | 214.2 | 59 | 10 | |||||||||
| ENB | 10.96 | 639.82 | 657.3 | 196.1 | 51 | 28 | 39 | 8 | 1 | 2 | 0.5 | 1 |
| [M + NH4]+ | 214.0 | 59 | 10 | |||||||||
| ENB1 | 11.57 | 653.85 | 671.2 | 214.1 | 66 | 29 | 61 | 10 | 1 | 2 | 1 | 2 |
| [M + NH4]+ | 228.1 | 57 | 12 | |||||||||
CE: collision energy; CEP: collision cell entrance potential; CXP: collision cell exit potential; DP: declustering potential; LQ: limit of detection; LQ: limit of quantification; Mw: Molecular weight; Rt: Retention time; Q: quantification transition; q: qualification transition.