Occurrence of Ergot Alkaloids in Barley and Wheat from Algeria
Abstract
:1. Introduction
2. Results and Discussion
2.1. Calibration and Performance Characteristics of the Method
2.2. Occurrence of Ergot Alkaloids
2.3. Distribution of Individual Ergot Alkaloids
2.4. Dietary Exposure Estimation
3. Conclusions
4. Materials and Methods
4.1. Reagents and Materials
4.2. Samples
4.3. Sample Preparation
4.4. UHPLC-MS/MS Analysis
4.5. Method Validation
Supplementary Materials
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Acknowledgments
Conflicts of Interest
References
- Di Mavungu, D.; Malysheva, S.V.; Sanders, M.; Larionova, D.; Robbens, J.; Dubruel, P.; Van Peteghem, C.; De Saeger, S. Development and validation of a new LC-MS/MS method for the simultaneous determination of six major ergot alkaloids and their corresponding epimers. Application to some food and feed commodities. Food Chem. 2012, 135, 292–303. [Google Scholar] [CrossRef]
- EFSA Panel on Contaminants in the Food Chain (CONTAM). Scientific opinion on ergot alkaloids in food and feed. EFSA J. 2012, 10, 2798. [Google Scholar] [CrossRef]
- Mulder, P.P.J.; Pereboom-de Fauw, D.P.K.H.; Hoogenboom, R.L.A.P.; de Stoppelaar, J.; de Nijs, M. Tropane and ergot alkaloids in grain-based products for infants and young children in the Netherlands in 2011–2014. Food Addit. Contam. Part B Surveill. 2015, 8, 284–290. [Google Scholar] [CrossRef]
- Krskaab, R.; Crews, C. Significance, chemistry and determination of ergot alkaloids: A review. Food Add. Contam. 2008, 25, 722–731. [Google Scholar] [CrossRef] [PubMed]
- De Costa, C. St Anthony’s fire and living ligatures: A short history of ergometrine. Lancet 2002, 359, 1768–1770. [Google Scholar] [CrossRef]
- Krska, R.; Stubbings, G.; MacArthur, R.; Crews, C. Simultaneous determination of six major ergot alkaloids and their epimers in cereals and foodstuffs by LC-MS-MS. Anal. Bioanal. Chem. 2008, 391, 563–576. [Google Scholar] [CrossRef]
- Scott, P.M. Ergot alkaloids: Extent of human and animal exposure. World Mycotoxin J. 2009, 2, 141–149. [Google Scholar] [CrossRef]
- Malysheva, S.V.; Larionova, D.A.; Diana Di Mavungu, J.; De Saeger, S. Pattern and distribution of ergot alkaloids in cereals and cereal products from European countries. World Mycotoxin J. 2014, 7, 217–230. [Google Scholar] [CrossRef]
- Crews, C.; Anderson, W.A.C.; Rees, G.; Krska, R. Ergot alkaloids in some rye-based UK cereal products. Food Addit. Contam. Part B Surveill. 2009, 2, 79–85. [Google Scholar] [CrossRef] [PubMed]
- Paterson, R.R.M.; Lima, N. Further mycotoxin effects from climate change. Food Res. Int. 2011, 44, 2555–2566. [Google Scholar] [CrossRef] [Green Version]
- European Commission. Commission Recommendation of 15 March 2012 on the monitoring of the presence of ergot alkaloids in feed and food. Off. J. Eur. Union 2012, L77, 20–21. [Google Scholar]
- European Commission. Commission Regulation (EC) No 1881/2006 of 19 December 2006 setting maximum levels for certain contaminants in foodstuffs. Off. J. Eur. Union 2006, L364, 5–24. [Google Scholar]
- European Commission. Directive 2002/32/EC of the European Parliament and of the Council of 7 May 2002 on undesirable substances in animal feed. Off. J. Eur. Communities 2002, L140, 10–21. [Google Scholar]
- Tittlemier, S.A.; Drul, D.; Roscoe, M.; McKendry, T. 2015. Occurrence of ergot and ergot alkaloids in western Canadian wheat and other Cereals. J. Agric. Food Chem. 2015, 63, 6644–6650. [Google Scholar] [CrossRef]
- Holderied, I.; Rychlik, M.; Elsinghorst, P.W. Optimized analysis of ergot alkaloids in rye products by liquid chromatography-fluorescence detection applying lysergic acid diethylamide as an internal standard. Toxins 2019, 11, 184. [Google Scholar] [CrossRef] [PubMed] [Green Version]
- Schummer, C.; Brune, L.; Moris, G. Development of a UHPLC-FLD method for the analysis of ergot alkaloids and application to different types of cereals from Luxembourg. Mycotoxin Res. 2018, 34, 279–287. [Google Scholar] [CrossRef] [PubMed]
- Arroyo-Manzanares, N.; Gámiz-Gracia, L.; García-Campaña, A.M.; Diana di Magunvu, J.; De Saeger, S. Ergot alkaloids: Chemistry, biosynthesis, bioactivity, and methods of analysis. In Fungal Metabolites; Reference Series in Phytochemistry; Mérillon, J.M., Ramawat, K., Eds.; Springer International Publishing Switzerland: Berlin/Heidelberg, Germany, 2016; pp. 1–43. [Google Scholar] [CrossRef]
- Orlando, B.; Maumené, C.; Piraux, F. Ergot and ergot alkaloids in French cereals: Occurrence, pattern and agronomic practices for managing the risk. World Mycotoxin J. 2017, 10, 327–337. [Google Scholar] [CrossRef]
- Crews, C. Analysis of ergot alkaloids. Toxins 2015, 7, 2024–2050. [Google Scholar] [CrossRef] [PubMed] [Green Version]
- Tantaoui-Elaraki, A.; Riba, A.; Oueslati, S.; Zinedine, A. Toxigenic fungi and mycotoxin occurrence and prevention in food and feed in northern Africa–a review. World Mycotoxin J. 2018, 11, 385–400. [Google Scholar] [CrossRef]
- Mahdjoubi, C.K.; Arroyo-Manzanares, N.; Hamini-Kadar, N.; García-Campaña, A.M.; Mebrouk, K.; Gámiz-Gracia, L. Multi-mycotoxin occurrence and exposure assessment approach in foodstuffs from Algeria. Toxins 2020, 12, 194. [Google Scholar] [CrossRef] [Green Version]
- European Commission. Commission Decision of 12 August 2002 implementing Council Directive 96/23/EC concerning the performance of analytical methods and the interpretation of results (2002/657/EC). Off. J. Eur. Commun. 2002, L221, 8–36. [Google Scholar]
- SANTE/12089/2016. Guidance Document on Identification of Mycotoxins in Food and Feed. Implemented by 01 January 2017. Available online: https://ec.europa.eu/food/sites/food/files/safety/docs/cs_contaminants_sampling_guid-doc-ident-mycotoxins.pdf (accessed on 22 February 2021).
- Arcella, D.; Gómez-Ruiz, J.A.; Innocenti, M.L.; Roldán, R. Scientific Report: Human and animal dietary exposure to ergot alkaloids. EFSA J. 2017, 15, 4902. [Google Scholar] [CrossRef] [Green Version]
- Uhlig, S.; Eriksen, G.S.; Hofgaard, I.S.; Krska, R.; Beltrán, E.; Sulyok, M. Faces of a changing climate: Semi-quantitative multi-mycotoxin analysis of grain grown in exceptional climatic conditions in Norway. Toxins 2013, 5, 1682–1697. [Google Scholar] [CrossRef]
- Guo, Q.; Shao, B.; Du, Z.; Zhang, J. Simultaneous determination of 25 ergot alkaloids in cereal samples by ultraperformance liquid chromatography-tandem mass spectrometry. J. Agric. Food Chem. 2016, 64, 7033–7039. [Google Scholar] [CrossRef]
- Debegnach, F.; Patriarca, S.; Brera, C.; Gregori, E.; Sonego, E.; Moracci, G.; De Santis, B. Ergot alkaloids in wheat and rye derived products in Italy. Foods 2019, 8, 150. [Google Scholar] [CrossRef] [Green Version]
- Arroyo-Manzanares, N.; De Ruyck, K.; Uka, V.; Gámiz-Gracia, L.; García-Campaña, A.M.; De Saeger, S.; Diana Di Mavungu, J. In-house validation of a rapid and efficient procedure for simultaneous determination of ergot alkaloids and other mycotoxins in wheat and maize. Anal. Bioanal. Chem. 2018, 410, 5567–5581. [Google Scholar] [CrossRef] [PubMed]
- Rodríguez-Carrasco, Y.; Ruiz, M.J.; Font, G.; Berrada, H. Exposure estimates to Fusarium mycotoxins through cereals intake. Chemosphere 2013, 93, 2297–2303. [Google Scholar] [CrossRef] [PubMed]
- EFSA. Management of left-censored data in dietary exposure assessment ofchemical substances. EFSA J. 2010, 8, 1557. [Google Scholar] [CrossRef] [Green Version]
- International Programme on Chemical Safety (IPCS). Principles and Methods for the Risk Assessment of Chemicals in Food. Environmental Health Criteria 240; WHO: Stuttgart, Germany, 2009; Available online: https://www.who.int/foodsafety/publications/chemical-food/en/ (accessed on 22 February 2021).
- FAO Statistics Division (FAOSTAT). Food and Agricultural Commodities Production. Available online: http://faostat.fao.org/site/339/default.aspx (accessed on 22 February 2021).
- European Commission. Commission regulation (EC) No 401/2006 of 23 February 2006 laying down the methods of sampling and analysis for the official control of the levels of mycotoxins in foodstuffs. Off. J. Eur. Union 2006, L70, 12–34. [Google Scholar]
- Arroyo-Manzanares, N.; Rodríguez-Estévez, V.; García-Campaña, A.M.; Castellón-Rendón, E.; Gámiz-Gracia, L. Determination of principal ergot alkaloids in swine feeding. J. Sci. Food Agric. 2021. [Google Scholar] [CrossRef]
Barley | Wheat | |||||||
---|---|---|---|---|---|---|---|---|
EA | Linear Regression Equation | R2 | LOD (µg/kg) | LOQ (µg/kg) | Linear Regression Equation | R2 | LOD (µg/kg) | LOQ (µg/kg) |
Em | y = 86.47x + 285.1 | 0.997 | 1.18 | 3.92 | y = 108.1x + 364.3 | 0.992 | 1.00 | 3.33 |
Emn | y = 4352x + 482.4 | 0.997 | 0.12 | 0.50 | y = 6607x − 336.0 | 0.993 | 0.15 | 0.49 |
Es | y = 1042x − 181.7 | 0.997 | 0.33 | 1.09 | y = 1321x + 127.4 | 0.998 | 0.15 | 0.50 |
Esn | y = 1293x + 931.4 | 0.998 | 0.21 | 0.71 | y = 1783x + 789.8 | 0.998 | 0.18 | 0.59 |
Et | y = 739.9x − 491.1 | 0.996 | 0.37 | 1.22 | y = 768.2x − 288.6 | 0.996 | 0.29 | 0.97 |
Etn | y = 949.1x + 2036 | 0.995 | 0.32 | 1.06 | y = 1169x + 917 | 0.996 | 0.30 | 1.00 |
Eco | y = 967.3x + 1534 | 0.995 | 0.35 | 1.16 | y = 1294x + 324.5 | 0.998 | 0.26 | 0.86 |
Econ | y = 772.7x + 230.3 | 0.998 | 0.40 | 1.35 | y = 1032x − 205.7 | 0.998 | 0.32 | 1.06 |
Ekr | y = 850.2x − 42.54 | 0.998 | 0.27 | 0.91 | y = 1084x − 797.9 | 0.997 | 0.33 | 1.09 |
Ekrn | y = 1676x + 1589 | 0.996 | 0.21 | 0.71 | y = 2323x − 611.3 | 0.998 | 0.20 | 0.68 |
Ecr | y = 605.4x + 490.6 | 0.996 | 0.45 | 1.52 | y = 796.8x − 414.5 | 0.996 | 0.32 | 1.08 |
Ecrn | y = 730.1x + 1038 | 0.996 | 0.29 | 0.97 | y = 1028.5x − 709.4 | 0.998 | 0.32 | 1.05 |
Barley | Wheat | |||||||
---|---|---|---|---|---|---|---|---|
Matrix Effect (%) | Recovery (%) | Matrix Effect (%) | Recovery (%) | |||||
EA | 5 μg/kg | 50 μg/kg | 5 μg/kg | 50 μg/kg | 5 μg/kg | 50 μg/kg | 5 μg/kg | 50 μg/kg |
Em | −51.7 | −43.4 | 99.0 | 89.3 | −38.8 | −26.2 | 84.9 | 86.0 |
Emn | −38.5 | −30.5 | 86.6 | 88.9 | −25.8 | −20.1 | 92.6 | 89.3 |
Es | −8.4 | −10.7 | 94.8 | 96.9 | −11.4 | −7.8 | 105 | 103 |
Esn | −8.6 | −6.6 | 101 | 101 | −15.9 | −13.6 | 99.8 | 104 |
Et | −14.5 | −9.9 | 105 | 103 | −13.4 | −8.7 | 102 | 91.6 |
Etn | −10.3 | −4.9 | 100 | 104 | −12.3 | −8.2 | 107 | 104 |
Eco | −12.7 | −15.7 | 98.8 | 99.4 | −11.8 | −6.9 | 109 | 99.5 |
Econ | −1.9 | −7.9 | 104 | 102 | −8.6 | −6.7 | 106 | 94.6 |
Ekr | −11.0 | −11.3 | 94.6 | 95.8 | −10.3 | −10.7 | 93.7 | 92.1 |
Ekrn | −8.5 | −4.7 | 98.0 | 97.8 | −13.2 | −7.4 | 98.0 | 95.5 |
Ecr | −12.6 | −4.4 | 95.8 | 96.6 | −12.4 | −8.5 | 98.4 | 90.7 |
Ecrn | −5.7 | −4.6 | 97.7 | 97.4 | −10.8 | −6.7 | 93.3 | 92.2 |
Barley | Wheat | |||||||
---|---|---|---|---|---|---|---|---|
Intra-Day Precision (n = 9) | Inter-Day Precision (n = 9) | Intra-Day Precision (n = 9) | Inter-Day Precision (n = 9) | |||||
EA | 5 μg/kg | 50 μg/kg | 5 μg/kg | 50 μg/kg | 5 μg/kg | 50 μg/kg | 5 μg/kg | 50 μg/kg |
Em | 6.5 | 3.8 | 5.6 | 6.4 | 9.0 | 5.9 | 11 | 11 |
Emn | 4.1 | 2.4 | 9.4 | 6.2 | 3.6 | 5.4 | 4.5 | 6.3 |
Es | 4.9 | 6.2 | 9.4 | 7.7 | 9.2 | 6.3 | 8.3 | 7.4 |
Esn | 6.0 | 3.0 | 7.3 | 9.2 | 5.2 | 7.5 | 6.0 | 9.6 |
Et | 4.6 | 6.9 | 8.7 | 6.0 | 5.9 | 7.6 | 7.3 | 10 |
Etn | 6.3 | 4.5 | 9.2 | 6.5 | 9.3 | 7.6 | 11 | 7.7 |
Eco | 6.8 | 4.4 | 9.6 | 5.2 | 7.8 | 5.0 | 8.3 | 6.6 |
Econ | 5.5 | 6.1 | 6.4 | 8.0 | 7.4 | 4.6 | 8.5 | 5.8 |
Ekr | 4.8 | 4.3 | 9.0 | 4.9 | 9.6 | 5.6 | 11 | 7.4 |
Ekrn | 3.0 | 4.8 | 5.6 | 6.8 | 6.6 | 4.6 | 10 | 10 |
Ecr | 6.6 | 4.6 | 6.2 | 4.7 | 8.2 | 6.9 | 10 | 7.5 |
Ecrn | 4.2 | 3.6 | 6.1 | 4.5 | 6.0 | 4.6 | 7.3 | 5.6 |
Sample | I a (%) | Mean b (µg/kg) | Range c (µg/kg) | Distribution (µg/kg) | |
---|---|---|---|---|---|
<10 | 10–100 | ||||
Barley (n = 30) | 4 (13.3%) | 35.4 | 17.8–53.9 | 0 | 4 |
Wheat (n = 30) | 8 (26.7%) | 33.1 | 3.66–76.0 | 1 | 7 |
Total (n = 60) | 12 (20%) | 34.3 | 3.66–76.0 | 1 | 11 |
Parameter | Ergot Alkaloid | ||||||||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
Em | Emn | Es | Esn | Et | Etn | Eco | Econ | Ekr | Ekrn | Ecr | Ecrn | ||
Wheat (n = 8) | I a (%) | 4 (50%) | 1 (12.5%) | 5 (62.5%) | 0 | 3 (37.5%) | 1 (12.5%) | 2 (25%) | 2 (25%) | 5 (62.5%) | 3 (37.5%) | 5 (62.5%) | 3 (37.5%) |
Mean b (µg/kg) | 13.5 | 1.42 | 1.70 | - | 6.2 | 2.91 | 10.5 | 4.4 | 12.7 | 4.2 | 10.4 | 7.2 | |
LOD-LOQ c | 2 (25%) | 3 (37.5%) | 0 | 3 (37.5%) | 0 | 0 | 1 (12.5%) | 1 (12.5%) | 0 | 2 (25%) | 0 | 1 (12.5%) | |
Min d (µg/kg) | 3.52 | 1.42 | 0.62 | - | 1.15 | 2.91 | 8.68 | 3.84 | 1.56 | 3.28 | 2.10 | 1.50 | |
Max e (µg/kg) | 24.9 | 1.42 | 3.30 | - | 13.6 | 2.91 | 12.40 | 4.90 | 26.2 | 5.88 | 28.6 | 12.2 | |
Barley (n = 4) | I a (%) | 4 (100%) | 0 | 0 | 0 | 3 (75%) | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
Mean b (µg/kg) | 33.1 | - | - | - | 3.01 | - | - | - | - | - | - | - | |
LOD-LOQ c | 0 | 4 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
Min d (µg/kg) | 17.8 | - | - | - | 2.34 | - | - | - | - | - | - | - | |
Max e (µg/kg) | 50.0 | - | - | - | 3.90 | - | - | - | - | - | - | - |
Samples | Mean (µg/kg) | PDI (µg/kg bw/day) | TDI % | |||
---|---|---|---|---|---|---|
LB | UB | LB | UB | LB | UB | |
Wheat (n = 30) | 8.83 | 12.59 | 0.074 | 0.105 | 12.32 | 17.56 |
Barley (n = 30) | 4.71 | 8.68 | 0.003 | 0.005 | 0.47 | 0.87 |
Publisher’s Note: MDPI stays neutral with regard to jurisdictional claims in published maps and institutional affiliations. |
© 2021 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/).
Share and Cite
Carbonell-Rozas, L.; Mahdjoubi, C.K.; Arroyo-Manzanares, N.; García-Campaña, A.M.; Gámiz-Gracia, L. Occurrence of Ergot Alkaloids in Barley and Wheat from Algeria. Toxins 2021, 13, 316. https://doi.org/10.3390/toxins13050316
Carbonell-Rozas L, Mahdjoubi CK, Arroyo-Manzanares N, García-Campaña AM, Gámiz-Gracia L. Occurrence of Ergot Alkaloids in Barley and Wheat from Algeria. Toxins. 2021; 13(5):316. https://doi.org/10.3390/toxins13050316
Chicago/Turabian StyleCarbonell-Rozas, Laura, Choukri Khelifa Mahdjoubi, Natalia Arroyo-Manzanares, Ana M. García-Campaña, and Laura Gámiz-Gracia. 2021. "Occurrence of Ergot Alkaloids in Barley and Wheat from Algeria" Toxins 13, no. 5: 316. https://doi.org/10.3390/toxins13050316
APA StyleCarbonell-Rozas, L., Mahdjoubi, C. K., Arroyo-Manzanares, N., García-Campaña, A. M., & Gámiz-Gracia, L. (2021). Occurrence of Ergot Alkaloids in Barley and Wheat from Algeria. Toxins, 13(5), 316. https://doi.org/10.3390/toxins13050316