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Exploring the impact of lactic acid bacteria on the biocontrol of toxigenic Fusarium spp. and their main mycotoxins. Int J Food Microbiol 2023; 387:110054. [PMID: 36525768 DOI: 10.1016/j.ijfoodmicro.2022.110054] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/02/2022] [Revised: 10/10/2022] [Accepted: 12/03/2022] [Indexed: 12/14/2022]
Abstract
The occurrence of fungi and mycotoxins in foods is a serious global problem. Most of the regulated mycotoxins in food are produced by Fusarium spp. This work aimed to assess the antifungal activity of selected lactic acid bacteria (LAB) strains against the main toxigenic Fusarium spp. isolated from cereals. Various machine learning (ML) algorithms such as neural networks (NN), random forest (RF), extreme gradient boosted trees (XGBoost), and multiple linear regression (MLR), were applied to develop models able to predict the percentage of fungal growth inhibition caused by the LAB strains tested. In addition, the ability of the assayed LAB strains to reduce/inhibit the production of the main mycotoxins associated with these fungi was studied by UPLC-MS/MS. All assays were performed at 20, 25, and 30 °C in dual culture (LAB plus fungus) on MRS agar-cereal-based media. All factors and their interactions very significantly influenced the percentage of growth inhibition compared to controls. The efficacy of LAB strains was higher at 20 °C followed by 30 °C and 25 °C. Overall, the order of susceptibility of the fungi to LAB was F. oxysporum > F. poae = F. culmorum ≥ F. sporotrichioides > F. langsethiae > F. graminearum > F. subglutinans > F. verticillioides. In general, the most effective LAB was Leuconostoc mesenteroides ssp. mesenteroides (T3Y6b), and the least effective were Latilactobacillus sakei ssp. carnosus (T3MM1 and T3Y2). XGBoost and RF were the algorithms that produced the most accurate predicting models of fungal growth inhibition. Mycotoxin levels were usually lower when fungal growth decreased. In the cultures of F. langsethiae treated with LAB, T-2 and HT-2 toxins were not detected except in the treatments with Pediococcus pentosaceus (M9MM5b, S11sMM1, and S1M4). These three strains of P. pentosaceus, L. mesenteroides ssp. mesenteroides (T3Y6b) and L. mesenteroides ssp. dextranicum (T2MM3) inhibited fumonisin production in cultures of F. proliferatum and F. verticillioides. In F. culmorum cultures, zearalenone production was inhibited by all LAB strains, except L. sakei ssp. carnosus (T3MM1) and Companilactobacillus farciminis (T3Y6c), whereas deoxynivalenol and 3-acetyldeoxynivalenol were only detected in cultures of L. sakei ssp. carnosus (T3MM1). The results show that an appropriate selection and use of LAB strains can be one of the most impacting tools in the control of toxigenic Fusarium spp. and their mycotoxins in food and therefore one of the most promising strategies in terms of efficiency, positive impact on the environment, food safety, food security, and international economy.
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Comparative Analysis of Machine Learning Methods to Predict Growth of F. sporotrichioides and Production of T-2 and HT-2 Toxins in Treatments with Ethylene-Vinyl Alcohol Films Containing Pure Components of Essential Oils. Toxins (Basel) 2021; 13:toxins13080545. [PMID: 34437416 PMCID: PMC8402422 DOI: 10.3390/toxins13080545] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/15/2021] [Accepted: 07/31/2021] [Indexed: 11/30/2022] Open
Abstract
The efficacy of ethylene-vinyl alcohol copolymer films (EVOH) incorporating the essential oil components cinnamaldehyde (CINHO), citral (CIT), isoeugenol (IEG), or linalool (LIN) to control growth rate (GR) and production of T-2 and HT-2 toxins by Fusarium sporotrichioides cultured on oat grains under different temperature (28, 20, and 15 °C) and water activity (aw) (0.99 and 0.96) regimes was assayed. GR in controls/treatments usually increased with increasing temperature, regardless of aw, but no significant differences concerning aw were found. Toxin production decreased with increasing temperature. The effectiveness of films to control fungal GR and toxin production was as follows: EVOH-CIT > EVOH-CINHO > EVOH-IEG > EVOH-LIN. With few exceptions, effective doses of EVOH-CIT, EVOH-CINHO, and EVOH-IEG films to reduce/inhibit GR by 50%, 90%, and 100% (ED50, ED90, and ED100) ranged from 515 to 3330 µg/culture in Petri dish (25 g oat grains) depending on film type, aw, and temperature. ED90 and ED100 of EVOH-LIN were >3330 µg/fungal culture. The potential of several machine learning (ML) methods to predict F. sporotrichioides GR and T-2 and HT-2 toxin production under the assayed conditions was comparatively analyzed. XGBoost and random forest attained the best performance, support vector machine and neural network ranked third or fourth depending on the output, while multiple linear regression proved to be the worst.
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Verheecke-Vaessen C, Garcia-Cela E, Lopez-Prieto A, Osk Jonsdottir I, Medina A, Magan N. Water and temperature relations of Fusarium langsethiae strains and modelling of growth and T-2 and HT-2 mycotoxin production on oat-based matrices. Int J Food Microbiol 2021; 348:109203. [PMID: 33930835 DOI: 10.1016/j.ijfoodmicro.2021.109203] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/14/2020] [Revised: 03/04/2021] [Accepted: 04/11/2021] [Indexed: 11/15/2022]
Abstract
In the UK and Northern Europe, ripening oats can become contaminated with T-2 and HT-2 mycotoxins, produced mainly by Fusarium langsethiae. There are indicative levels related to the maximum limits for oat grain for these toxins. The objectives of this study were to examine the effect of interacting conditions of temperature (10-30 °C) and water activity (aw, 0.995-0.90) on (a) lag times prior to growth, (b) growth and (c) T-2 and HT-2 toxins by two strains of F. langsethiae isolated from oats in the UK and compare this with the type strain (Fl201059) which has been genomically sequenced, and (d) develop (and validated with published data) a probabilistic models for impacts of temperature × aw on growth and toxin production. All three strains had an optimum aw range and temperature of 0.995-0.98 and 25 °C for growth. For T-2 + HT-2 production these were 0.995 aw and 20 °C. Overall, the type strain produced higher amounts of T-2 + HT-2 with a HT-2/T-2 ratio of up to 76. Using this study data sets and those from the literature, probabilistic models were developed and validated for growth and T-2 + HT-2 toxin production in relation to temperature × aw conditions. These models, when applied in stored oats, will be beneficial in determining the conditions on the relative level of risk of contamination with these two toxins in the context of the EU indicative maximum levels.
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Affiliation(s)
- Carol Verheecke-Vaessen
- Applied Mycology Group, Environment and AgriFood Theme, Cranfield University, Cranfield, Beds. MK43 0AL, UK.
| | - Esther Garcia-Cela
- Applied Mycology Group, Environment and AgriFood Theme, Cranfield University, Cranfield, Beds. MK43 0AL, UK; Biological and Environmental Sciences, School of Life and Medical Sciences, University of Hertfordshire, Hatfield AL109AB, UK
| | - Alejandro Lopez-Prieto
- Applied Mycology Group, Environment and AgriFood Theme, Cranfield University, Cranfield, Beds. MK43 0AL, UK; Chemical Engineering Department, School of Industrial Engineering, Centro de Investigación Tecnológico Industrial (MTI), University of Vigo, Campus As Lagoas-Marcosende, 36310 Vigo, Spain
| | - Inga Osk Jonsdottir
- Applied Mycology Group, Environment and AgriFood Theme, Cranfield University, Cranfield, Beds. MK43 0AL, UK
| | - Angel Medina
- Applied Mycology Group, Environment and AgriFood Theme, Cranfield University, Cranfield, Beds. MK43 0AL, UK
| | - Naresh Magan
- Applied Mycology Group, Environment and AgriFood Theme, Cranfield University, Cranfield, Beds. MK43 0AL, UK
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Jedidi I, Mateo EM, Marín P, Jiménez M, Said S, González-Jaén MT. Contamination of Wheat, Barley, and Maize Seeds with Toxigenic Fusarium Species and Their Mycotoxins in Tunisia. J AOAC Int 2021; 104:959-967. [DOI: 10.1093/jaoacint/qsab020] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/04/2020] [Accepted: 01/25/2021] [Indexed: 01/21/2023]
Abstract
Abstract
Background
Fusarium is a worldwide distributed fungal genus. It includes different species pathogenic to cereals among others crops. Some of these species can also produce toxic compounds toward animals and humans.
Objective
In this work, occurrence of fumonisins B1+B2, zearalenone, type A trichothecenes (T-2 and HT-2 toxins), and type B trichothecenes (deoxynivalenol[DON] and nivalenol[NIV]) was studied in 65 samples of stored and freshly harvested wheat, barley, and maize collected in Tunisia.
Methods
Mycotoxins analyses were performed by using gas chromatography for type B trichothecenes and HPLC for other mycotoxins. Obtained results were compared with the presence of mycotoxigenic species considered responsible for their synthesis by using species-specific polymerase chain reaction (PCR).
Results
Fumonisins occurred in 20.83% of wheat, 40% of barley, and 57.14% of maize samples, at levels exceeding European limits and suggesting a risk in Tunisian cereals, especially maize. Zearalenone, DON, NIV, and T-2+HT-2 toxins were detected at lower values in only wheat and barley samples. PCR protocols showed the predominance of F. verticillioides especially in maize, and occurrence of F. equiseti and F. graminearum in wheat and barley, and F. proliferatum in only two maize samples. A very consistent correlation was found between the detection of F. verticillioides and the contamination by fumonisins, as well as between the presence of F. graminearum and the contamination by zearalenone, DON, and NIV in the analyzed cereals.
Conclusions
Consequently, the detection of Fusarium species with the current PCR assays strategy in wheat, barley, and maize grains may be considered predictive of their potential mycotoxin risk in these matrices.
Highlights
This work is the first to report information on the occurrence of fumonisins, trichothecene, and ZEN, together with their potentially producing Fusarium species in wheat, barley, and maize in Tunisia. The high level of fumonisins in cereals, especially maize, stresses the importance of the control and the regularization of these mycotoxins for food safety.
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Affiliation(s)
- Ines Jedidi
- Laboratory of Biochemistry, Faculty of Medicine of Sousse, University of Sousse, Av. Mohamed El Karoui, Sousse, Tunisia
| | - Eva M Mateo
- Department of Microbiology and Ecology, University of Valencia, Dr. Moliner 50, Burjassot, Valencia, Spain
| | - Patricia Marín
- Department of Genetics, Faculty of Biology, Complutense University of Madrid, José Antonio Novais 12, Madrid, Spain
| | - Misericordia Jiménez
- Department of Microbiology and Ecology, University of Valencia, Dr. Moliner 50, Burjassot, Valencia, Spain
| | - Salem Said
- Laboratory of Biochemistry, Faculty of Medicine of Sousse, University of Sousse, Av. Mohamed El Karoui, Sousse, Tunisia
| | - María T González-Jaén
- Department of Genetics, Faculty of Biology, Complutense University of Madrid, José Antonio Novais 12, Madrid, Spain
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Machine learning approach for predicting Fusarium culmorum and F. proliferatum growth and mycotoxin production in treatments with ethylene-vinyl alcohol copolymer films containing pure components of essential oils. Int J Food Microbiol 2020; 338:109012. [PMID: 33321397 DOI: 10.1016/j.ijfoodmicro.2020.109012] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/17/2020] [Revised: 11/07/2020] [Accepted: 11/20/2020] [Indexed: 12/21/2022]
Abstract
Fusarium culmorum and F. proliferatum can grow and produce, respectively, zearalenone (ZEA) and fumonisins (FUM) in different points of the food chain. Application of antifungal chemicals to control these fungi and mycotoxins increases the risk of toxic residues in foods and feeds, and induces fungal resistances. In this study, a new and multidisciplinary approach based on the use of bioactive ethylene-vinyl alcohol copolymer (EVOH) films containing pure components of essential oils (EOCs) and machine learning (ML) methods is evaluated. Bioactive EVOH-EOC films were made incorporating cinnamaldehyde (CINHO), citral (CIT), isoeugenol (IEG) or linalool (LIN). Several ML methods (neural networks, random forests and extreme gradient boosted trees) and multiple linear regression (MLR) were applied and compared for modeling fungal growth and toxin production under different water activity (aw) (0.96 and 0.99) and temperature (20 and 28 °C) regimes. The effective doses to reduce fungal growth rate (GR) by 50, 90 and 100% (ED50, ED90, and ED100) of EOCs in EVOH films were in the ranges 200 to >3330, 450 to >3330, and 660 to >3330 μg/fungal culture (25 g of partly milled maize kernels in Petri dish), respectively, depending on the EOC, aw and temperature. The type of EVOH-EOC film and EOC doses significantly affected GR in both species and ZEA and FUM production. Temperature also affected GR and aw only affected GR and FUM production of F. proliferatum. EVOH-CIT was the most effective film against both species and ZEA and FUM production. Usually, when the EOC levels increased, GR and mycotoxin levels in the medium decreased although some treatments in combination with certain aw and temperature values induced ZEA production. Random forest models predicted the GR of F. culmorum and F. proliferatum and ZEA and FUM production better than neural networks or extreme gradient boosted trees. The MLR mode provided the worst performance. This is the first approach on the ML potential in the study of the impact that bioactive EVOH films containing EOCs and environmental conditions have on F. culmorum and F. proliferatum growth and on ZEA and FUM production. The results suggest that these innovative packaging systems in combination with ML methods can be promising tools in the prediction and control of the risks associated with these toxigenic fungi and mycotoxins in food.
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Tarazona A, Gómez JV, Mateo F, Jiménez M, Romera D, Mateo EM. Study on mycotoxin contamination of maize kernels in Spain. Food Control 2020. [DOI: 10.1016/j.foodcont.2020.107370] [Citation(s) in RCA: 18] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/29/2022]
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Tarazona A, Mateo EM, Gómez JV, Romera D, Mateo F. Potential use of machine learning methods in assessment of Fusarium culmorum and Fusariumproliferatum growth and mycotoxin production in treatments with antifungal agents. Fungal Biol 2019; 125:123-133. [PMID: 33518202 DOI: 10.1016/j.funbio.2019.11.006] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/18/2019] [Revised: 11/07/2019] [Accepted: 11/12/2019] [Indexed: 01/11/2023]
Abstract
Fusarium-controlling fungicides are necessary to limit crop loss. Little is known about the effect of antifungal formulations at sub-lethal doses, and their interaction with abiotic factors, on Fusarium culmorum and F. proliferatum development and on zearalenone and fumonisin biosynthesis, respectively. In the present study different treatments based on sulfur, trifloxystrobin and demethylation inhibitor fungicides (cyproconazole, tebuconazole and prothioconazole) under different environmental conditions, in Maize Extract Medium, are assayed in vitro. Several machine learning methods (neural networks, random forest and extreme gradient boosted trees) have been applied for the first time for modeling growth of F. culmorum and F. proliferatum and zearalenone and fumonisin production, respectively. The most effective treatment was prothioconazole, 250 g/L + tebuconazole, 150 g/L. Effective doses of this formulation for reduction or total growth inhibition ranged as follows ED50 0.49-1.70, ED90 2.57-6.02 and ED100 4.0-8.0 µg/mL, depending on the species, water activity and temperature. Overall, the growth rate and mycotoxin levels in cultures decreased when doses increased. Some treatments in combination with certain aw and temperature values significantly induced toxin production. The extreme gradient boosted tree was the model able to predict growth rate and mycotoxin production with minimum error and maximum R2 value.
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Affiliation(s)
- Andrea Tarazona
- Department of Microbiology and Ecology, University of Valencia, Valencia, Spain
| | - Eva M Mateo
- Department of Microbiology and Ecology, University of Valencia, Valencia, Spain
| | - José V Gómez
- Department of Microbiology and Ecology, University of Valencia, Valencia, Spain
| | - David Romera
- Department of Microbiology and Ecology, University of Valencia, Valencia, Spain
| | - Fernando Mateo
- Department of Electronic Engineering, ETSE, University of Valencia, Valencia, Spain.
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Gómez JV, Tarazona A, Mateo F, Jiménez M, Mateo EM. Potential impact of engineered silver nanoparticles in the control of aflatoxins, ochratoxin A and the main aflatoxigenic and ochratoxigenic species affecting foods. Food Control 2019. [DOI: 10.1016/j.foodcont.2019.02.019] [Citation(s) in RCA: 18] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/06/2023]
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9
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Tarazona A, Gómez JV, Mateo EM, Jiménez M, Mateo F. Antifungal effect of engineered silver nanoparticles on phytopathogenic and toxigenic Fusarium spp. and their impact on mycotoxin accumulation. Int J Food Microbiol 2019; 306:108259. [PMID: 31349113 DOI: 10.1016/j.ijfoodmicro.2019.108259] [Citation(s) in RCA: 17] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/02/2019] [Revised: 06/20/2019] [Accepted: 06/28/2019] [Indexed: 11/28/2022]
Abstract
Cereal grains are essential ingredient in food, feed and industrial processing. One of the major causes of cereal spoilage and mycotoxin contamination is the presence of toxigenic Fusarium spp. Nanoparticles have immense applications in agriculture, nutrition, medicine or health but their possible impact on the management of toxigenic fungi and mycotoxins have been very little explored. In this report, the potential of silver nanoparticles (AgNPs) (size 14-100 nm) against the major toxigenic Fusarium spp. affecting crops and their effect on mycotoxin accumulation is evaluated for the first time. The studied Fusarium spp. (and associated mycotoxins) were F. graminearum and F. culmorum (deoxynivalenol, 3-acetyldeoxynivalenol and zearalenone), F. sporotrichioides and F. langsethiae (T-2 and HT-2 toxins), F. poae (nivalenol), F. verticillioides and F. proliferatum (fumonisins B1 and B2) and F. oxysporum (mycotoxins no detected). The factors fungal species, AgNP dose (range 2-45 μg/mL), exposure time (range 2-30 h) and their interactions significantly influence spore viability, lag period and growth rate (GR) in subsequent cultures in maize-based medium (MBM) of all the studied species. The effective lethal doses (ED50, ED90 and ED100) to control spore viability and GR were in the range 1->45 μg/mL depending on the remaining factors. At high exposure times (20-30 h), the three effective doses ranged 1-30 μg/mL for all the studied species. At the end of the incubation period (10 days) mycotoxin levels in MBM cultures inoculated with fungal spores from treatments were strongly related with the size reached by the colony at that time. None of the treatments produced stimulation in conidia germination, GR or mycotoxin biosynthesis with respect to controls. Thus, the antifungal effect of the assayed AgNPs against the tested Fusarium spp. suggests that AgNPs could be a new antifungal ingredient in bioactive polymers (paints, films or coating) likely to be implemented in the agro-food sector for controlling these important toxigenic Fusarium spp. and their main associated mycotoxins.
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Affiliation(s)
- Andrea Tarazona
- Department of Microbiology and Ecology, University of Valencia, Valencia, Spain
| | - José V Gómez
- Department of Microbiology and Ecology, University of Valencia, Valencia, Spain
| | - Eva M Mateo
- Department of Microbiology and Ecology, University of Valencia, Valencia, Spain
| | - Misericordia Jiménez
- Department of Microbiology and Ecology, University of Valencia, Valencia, Spain.
| | - Fernando Mateo
- Department of Electronic Engineering, ETSE, University of Valencia, Valencia, Spain
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Mateo EM, Gómez JV, Montoya N, Mateo-Castro R, Gimeno-Adelantado JV, Jiménez M, Doménech-Carbó A. Electrochemical identification of toxigenic fungal species using solid-state voltammetry strategies. Food Chem 2018; 267:91-100. [DOI: 10.1016/j.foodchem.2017.02.033] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/14/2016] [Revised: 02/07/2017] [Accepted: 02/07/2017] [Indexed: 11/30/2022]
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Diao X, Han Y, Liu C. The Fungicidal Activity of Tebuconazole Enantiomers against Fusarium graminearum and Its Selective Effect on DON Production under Different Conditions. JOURNAL OF AGRICULTURAL AND FOOD CHEMISTRY 2018; 66:3637-3643. [PMID: 29562133 DOI: 10.1021/acs.jafc.7b05483] [Citation(s) in RCA: 26] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/08/2023]
Abstract
Tebuconazole, which consists of a pair of enantiomers with different fungicidal activities, is one of the most common fungicides used in the control of Fusarium graminearum. In this study, the fungicidal activity of rac-tebuconazole and its enantiomers against F. graminearum was determined at 0.997, 0.975, and 0.950 aw and at 20, 25, and 30 °C on wheat-based media. Then, F. graminearum was treated with rac-tebuconazole and its enantiomers at the EC10, EC50, and EC90 levels under different culture conditions, and DON production was measured. Finally, expression of the DON biosynthetic genes ( TRI5 and TRI6) was quantified by real-time RT-PCR after incubation with EC50 doses of rac-tebuconazole and its enantiomers for 4, 8, and 14 days at 30 °C and aw 0.997. The results showed that the fungicidal activity of tebuconazole was strongly influenced by temperature, aw, and the combined factors. (-)-Tebuconazole is higher in fungicidal activity than (+)-tebuconazole and rac-tebuconazole with 24-99-fold and 1.8-6.7-fold, respectively. However, (-)-tebuconazole was generally more favorable for DON production than (+)-tebuconazole under the same conditions. Additionally, (-)-tebuconazole and rac-tebuconazole induced significantly increased expression of the DON biosynthetic genes ( TRI5 and TRI6) compared to the control by the 14th day of treatment. In this research, the combination condition of 30 °C and 0.997 aw is the most suitable for DON production by F. graminearum. The test strains of F. graminearum treated with the EC10 dose of (-)-tebuconazole produced the greatest amounts of DON.
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Affiliation(s)
- Xue Diao
- Key Laboratory of Natural Pesticide and Chemical Biology, Ministry of Agriculture & Key Laboratory of Bio-Pesticide Innovation and Application of Guangdong Province , South China Agricultural University , Wushan Road 483 , Tianhe District, Guangzhou , 510642 , China
| | - Yiye Han
- Key Laboratory of Natural Pesticide and Chemical Biology, Ministry of Agriculture & Key Laboratory of Bio-Pesticide Innovation and Application of Guangdong Province , South China Agricultural University , Wushan Road 483 , Tianhe District, Guangzhou , 510642 , China
| | - Chenglan Liu
- Key Laboratory of Natural Pesticide and Chemical Biology, Ministry of Agriculture & Key Laboratory of Bio-Pesticide Innovation and Application of Guangdong Province , South China Agricultural University , Wushan Road 483 , Tianhe District, Guangzhou , 510642 , China
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12
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Tarazona A, Gómez JV, Gavara R, Mateo-Castro R, Gimeno-Adelantado JV, Jiménez M, Mateo EM. Risk management of ochratoxigenic fungi and ochratoxin A in maize grains by bioactive EVOH films containing individual components of some essential oils. Int J Food Microbiol 2018; 269:107-119. [PMID: 29421354 DOI: 10.1016/j.ijfoodmicro.2018.02.002] [Citation(s) in RCA: 23] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/18/2017] [Revised: 01/09/2018] [Accepted: 02/02/2018] [Indexed: 12/16/2022]
Abstract
Aspergillus steynii and Aspergillus tubingensis are possibly the main ochratoxin A (OTA) producing species in Aspergillus section Circumdati and section Nigri, respectively. OTA is a potent nephrotoxic, teratogenic, embryotoxic, genotoxic, neurotoxic, carcinogenic and immunosuppressive compound being cereals the first source of OTA in the diet. In this study bioactive ethylene-vinyl alcohol copolymer (EVOH) films containing cinnamaldehyde (CINHO), linalool (LIN), isoeugenol (IEG) or citral (CIT) which are major components of some plant essential oils (EOs) were produced and tested against A. steynii and A. tubingensis growth and OTA production in partly milled maize grains. Due to the favourable safety profile, these bioactive compounds are considered in the category "GRAS". The study was carried out under different water activity (0.96 and 0.99 aw), and temperature (24 and 32 °C) conditions. ANOVA showed that class of film, fungal species, aw and temperature and their interactions significantly affected growth rates (GR), ED50 and ED90 and the doses for total fungal growth inhibition and OTA production. The most effective EVOH films against both species were those containing CINHO. ED50, ED90 and doses for total growth and OTA inhibition were 165-405, 297-614, 333-666 μg of EVOH-CINHO/plate (25 g of maize grains), respectively, depending on environmental conditions. The least efficient were EVOH-LIN films. ED50, ED90 and doses for total growth and OTA inhibition were 2800->3330, >3330 and >3330 μg of EVOH-LIN/plate (25 g of maize grains), respectively. The effectiveness of the bioactive films increased with increasing doses. Overall, A. tubingensis was less sensitive to treatments than A. steynii. Depending on the species, aw and temperature affected GR and OTA production in a different way. In A. steynii cultures, optimal growth occurred at 0.96 aw and 32 °C while optimal OTA production happened at 0.99 aw and 32 °C. In A. tubingensis cultures optimal growth happened at 0.99 aw and 32 °C, although the best conditions for OTA production were 0.99 aw and 24 °C. Thus, these species can be very competitive in warm climates and storage conditions. The EVOH-CINHO films followed by EVOH-IEG and EVOH-CIT films, designed in this study and applied in vapour phase, can be potent antifungal agents against A. steynii and A. tubingensis and strong inhibitors of OTA biosynthesis in maize grains at very low doses. This is the first study on the impact that interacting environmental conditions and bioactive films containing individual components of EOs have on the growth of these ochratoxigenic fungi and on OTA production in maize grains.
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Affiliation(s)
- Andrea Tarazona
- Department of Microbiology and Ecology, University of Valencia, Dr. Moliner 50, 46100 Burjassot, Valencia, Spain
| | - José V Gómez
- Department of Microbiology and Ecology, University of Valencia, Dr. Moliner 50, 46100 Burjassot, Valencia, Spain
| | - Rafael Gavara
- Packaging Lab, Institute of Agrochemistry and Food Technology, CSIC, Avenida Agustín Escardino 7, 46980 Paterna, Valencia, Spain
| | - Rufino Mateo-Castro
- Department of Analytical Chemistry. University of Valencia, Dr. Moliner 50, 46100 Burjassot, Valencia, Spain
| | - José V Gimeno-Adelantado
- Department of Analytical Chemistry. University of Valencia, Dr. Moliner 50, 46100 Burjassot, Valencia, Spain
| | - Misericordia Jiménez
- Department of Microbiology and Ecology, University of Valencia, Dr. Moliner 50, 46100 Burjassot, Valencia, Spain
| | - Eva M Mateo
- Microbiology Service, Hospital Clínico Universitario, Institute for Research INCLIVA, Av. Menéndez y Pelayo 4, 46010, Valencia, Spain.
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Monapathi ME, Bezuidenhout CC, Rhode OHJ. Efflux pumps genes of clinical origin are related to those from fluconazole-resistant Candida albicans isolates from environmental water. WATER SCIENCE AND TECHNOLOGY : A JOURNAL OF THE INTERNATIONAL ASSOCIATION ON WATER POLLUTION RESEARCH 2018; 77:899-908. [PMID: 29488953 DOI: 10.2166/wst.2017.607] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/08/2023]
Abstract
Efflux pumps coded for by CDR1, CDR2, FLU1 and MDR1 genes could be responsible for the observed resistant phenotypes in azole-resistant Candida albicans from environmental water. This was demonstrated for clinical isolates. The aim of this study was to determine the presence and genetic similarity between efflux pump genes from clinical and environmental C. albicans isolates. Yeasts were isolated and identified using 26S rRNA gene sequencing. Disk diffusion tests were conducted. PCR was used to detect the presence of efflux genes. The fragments were sequenced and subjected to BLAST and subsequent phylogenetic analysis. Thirty seven C. albicans were identified from five selected rivers; Mooi River (19 isolates), Harts River (9 isolates), Marico River (5 isolates), Crocodile River (3 isolates) and Schoonspruit River (1 isolate). All the isolates were completely resistant to azoles. Efflux pump genes were detected in most (≥60%) of the isolates. Phylogenetic analysis showed high sequence similarity between sequences from environmental isolates and clinical isolates. Resistance to the azoles and the detection of efflux pump genes renders these antifungal agents ineffective. This is a major problem, particularly for the immune-compromised sector of the community of the North West Province and warrants further investigation.
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Affiliation(s)
- M E Monapathi
- Unit for Environmental Science and Management - Microbiology, North-West University: Potchefstroom Campus, Private Bag X6001, Potchefstroom 2520, South Africa E-mail:
| | - C C Bezuidenhout
- Unit for Environmental Science and Management - Microbiology, North-West University: Potchefstroom Campus, Private Bag X6001, Potchefstroom 2520, South Africa E-mail:
| | - O H J Rhode
- Agricultural Research Council-Grain Crops, Potchefstroom, South Africa
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Gómez JV, Tarazona A, Mateo-Castro R, Gimeno-Adelantado JV, Jiménez M, Mateo EM. Selected plant essential oils and their main active components, a promising approach to inhibit aflatoxigenic fungi and aflatoxin production in food. Food Addit Contam Part A Chem Anal Control Expo Risk Assess 2018; 35:1581-1595. [DOI: 10.1080/19440049.2017.1419287] [Citation(s) in RCA: 16] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/08/2023]
Affiliation(s)
- José Vicente Gómez
- Microbiology and Ecology Department, University of Valencia, Valencia, Spain
| | - Andrea Tarazona
- Microbiology and Ecology Department, University of Valencia, Valencia, Spain
| | | | | | | | - Eva M. Mateo
- Microbiology Service, Hospital Clínico Universitario, Institute for Research INCLIVA, Valencia, Spain
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15
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Mateo EM, Gómez JV, Romera D, Tarazona A, Gimeno-Adelantado JV, Mateo-Castro R, Jiménez M. Environmental Temperature and Relative Humidity, two Key Factors in Maize Technology Affecting Ochratoxin a Production and Growth of Ochratoxigenic Species. ACTA ACUST UNITED AC 2018. [DOI: 10.18178/ijfe.4.1.51-57] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022]
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16
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Residue Dynamics and Risk Assessment of Prochloraz and Its Metabolite 2,4,6-Trichlorophenol in Apple. Molecules 2017; 22:molecules22101780. [PMID: 29053615 PMCID: PMC6151593 DOI: 10.3390/molecules22101780] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/22/2017] [Revised: 10/17/2017] [Accepted: 10/19/2017] [Indexed: 11/17/2022] Open
Abstract
The residue dynamics and risk assessment of prochloraz and its metabolite 2,4,6-trichlorophenol (2,4,6-TCP) in apple under different treatment concentrations were investigated using a GC-ECD method. The derivatization percent of prochloraz to 2,4,6-TCP was stable and complete. The recoveries of prochloraz and 2,4,6-TCP were 82.9–114.4%, and the coefficients of variation (CV) were 0.7–8.6% for the whole fruit, apple pulp, and apple peel samples. Under the application of 2 °C 2.0 g/L, 2 °C 1.0 g/L, 20 °C 2.0 g/L, and 20 °C 1.0 g/L treatment, the half-life for the degradation of prochloraz was 57.8–86.6 d in the whole fruit and apple peel, and the prochloraz concentration in the apple pulp increased gradually until a peak (0.72 mg·kg−1) was reached. The concentration of 2,4,6-TCP was below 0.1 mg·kg−1 in four treatment conditions and not detected (<LOD) in apple pulp. Finally, based on the detection of market samples in Hefei (China), we believe that the residual level of prochloraz in apples meets the requirements of the Chinese standards.
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Mateo EM, Gómez JV, Gimeno-Adelantado JV, Romera D, Mateo-Castro R, Jiménez M. Assessment of azole fungicides as a tool to control growth of Aspergillus flavus and aflatoxin B 1 and B 2 production in maize. Food Addit Contam Part A Chem Anal Control Expo Risk Assess 2017; 34:1039-1051. [PMID: 28349747 DOI: 10.1080/19440049.2017.1310400] [Citation(s) in RCA: 19] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/30/2023]
Abstract
Aspergillus flavus is a highly aflatoxin (AF)-producing species infecting maize and other crops. It is dominant in tropical regions, but it is also considered an emerging problem associated with climate change in Europe. The aim of this study was to assess the efficacy of azole fungicides (prochloraz, tebuconazole and a 2:1 (w/w) mixture of prochloraz plus tebuconazole) to control the growth of A. flavus and AF production in yeast-extract-sucrose (YES) agar and in maize kernels under different water activities (aw) and temperatures. Aflatoxins B1 and B2 were determined by LC with fluorescence detection and post-column derivatisation of AFB1. In YES medium and maize grains inoculated with conidia of A. flavus, the growth rate (GR) of the fungus and AFB1 and AFB2 production were significantly influenced by temperature and treatment. In YES medium and maize kernels, optimal temperatures for GR and AF production were 37 and 25°C, respectively. In maize kernels, spore germination was not detected at the combination 37ºC/0.95 aw; however, under these conditions germination was found in YES medium. All fungicides were more effective at 0.99 than 0.95 aw, and at 37 than 25ºC. Fungicides effectiveness was prochloraz > prochloraz plus tebuconazole (2:1) > tebuconazole. AFs were not detected in cultures containing the highest fungicide doses, and only very low AF levels were found in cultures containing 0.1 mg l-1 prochloraz or 5.0 mg l-1 tebuconazole. Azoles proved to be highly efficient in reducing A. flavus growth and AF production, although stimulation of AF production was found under particular conditions and low-dosage treatments. Maize kernels were a more favourable substrate for AF biosynthesis than YES medium. This paper is the first comparative study on the effects of different azole formulations against A. flavus and AF production in a semi-synthetic medium and in maize grain under different environmental conditions.
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Affiliation(s)
- Eva M Mateo
- a Microbiology and Ecology Department , University of Valencia , Valencia , Spain
| | - José Vicente Gómez
- a Microbiology and Ecology Department , University of Valencia , Valencia , Spain
| | | | - David Romera
- a Microbiology and Ecology Department , University of Valencia , Valencia , Spain
| | - Rufino Mateo-Castro
- b Analytical Chemistry Department , University of Valencia , Valencia , Spain
| | - Misericordia Jiménez
- a Microbiology and Ecology Department , University of Valencia , Valencia , Spain
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Mateo EM, Gómez JV, Domínguez I, Gimeno-Adelantado JV, Mateo-Castro R, Gavara R, Jiménez M. Impact of bioactive packaging systems based on EVOH films and essential oils in the control of aflatoxigenic fungi and aflatoxin production in maize. Int J Food Microbiol 2017; 254:36-46. [PMID: 28525761 DOI: 10.1016/j.ijfoodmicro.2017.05.007] [Citation(s) in RCA: 27] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/11/2017] [Revised: 04/12/2017] [Accepted: 05/11/2017] [Indexed: 01/06/2023]
Abstract
Aspergillus flavus and A. parasiticus are the most common fungal species associated with aflatoxin (AF) contamination of cereals, especially maize, and other agricultural commodities. AFB1, the most frequent and toxic metabolite, is a powerful hepatotoxic, teratogenic and mutagenic compound. Effective strategies to control these fungal species and AFs in food and feed are required. Active packaging film containing essential oils (EO) is one of the most innovative food packaging concepts. In this study, ethylene-vinyl alcohol (EVOH) copolymer films incorporating EO from Origanum vulgare (ORE), Cinnamomum zeylanicum (CIN) or their major active constituents, carvacrol (CAR) and cinnamaldehyde (CINHO), respectively, were developed and assayed to control growth of A. flavus and A. parasiticus and AF production in maize grains under different aw and temperature regimens. EO doses assayed in cultures were in the range 0.25-4.0mg/Petri dish. The factors aw, temperature, type of EVOH-EO film and fungal species significantly influenced the ED50 values of all assayed films. Growth rate (GR) of both species was usually higher at 0.99 than at 0.96 aw and at 37°C than at 25°C. However, the contrary was found with regard to AF production. The order of efficacy of EVOH-EO films to control growth of both species and AF production was EVOH-CINHO>EVOH-CAR>EVOH-ORE>EVOH-CIN. The effective dose (ED50) (mg EO/plate) for EVOH-CINHO and EVOH-CIN films against A. flavus were in the ranges of 0.125 and 2.475-3.500 and against A. parasiticus in the ranges of 0.121-0.133 and 2.275-3.625, respectively. Under the assayed conditions, the ED90 for EVOH-CINHO film were 0.22-0.23mg/plate for both species. It was the most effective bioactive film to control fungal growth (vapour phase) and AF production, regardless of aw and temperature. This is the first study about the impact that interacting environmental conditions and bioactive EVOH-CINHO, EVOH-ORE, EVOH-CIN EVOH-CAR films have on the growth of aflatoxigenic fungi and on AF production in maize grains.
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Affiliation(s)
- Eva M Mateo
- Department of Microbiology and Ecology, University of Valencia, Dr. Moliner 50, 46100 Burjassot, Valencia, Spain
| | - José V Gómez
- Department of Microbiology and Ecology, University of Valencia, Dr. Moliner 50, 46100 Burjassot, Valencia, Spain
| | - Irene Domínguez
- Packaging Lab, Instituto de Agroquímica y Tecnología de Alimentos, CSIC, Avenida Agustín Escardino 7, 46980 Paterna, Valencia, Spain
| | - Jose V Gimeno-Adelantado
- Department of Analytical Chemistry, University of Valencia, Dr. Moliner 50, 46100 Burjassot, Valencia, Spain
| | - Rufino Mateo-Castro
- Department of Analytical Chemistry, University of Valencia, Dr. Moliner 50, 46100 Burjassot, Valencia, Spain
| | - Rafael Gavara
- Packaging Lab, Instituto de Agroquímica y Tecnología de Alimentos, CSIC, Avenida Agustín Escardino 7, 46980 Paterna, Valencia, Spain
| | - Misericordia Jiménez
- Department of Microbiology and Ecology, University of Valencia, Dr. Moliner 50, 46100 Burjassot, Valencia, Spain.
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Monapathi ME, Bezuidenhout CC, Rhode OHJ. Water quality and antifungal susceptibility of opportunistic yeast pathogens from rivers. WATER SCIENCE AND TECHNOLOGY : A JOURNAL OF THE INTERNATIONAL ASSOCIATION ON WATER POLLUTION RESEARCH 2017; 75:1319-1331. [PMID: 28333048 DOI: 10.2166/wst.2016.580] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/06/2023]
Abstract
Yeasts from water sources have been associated with diseases ranging from superficial mucosal infections to life threatening diseases. The aim of this study was to determine the water quality as well as diversity and antifungal susceptibility of yeasts from two rivers. Yeast levels and physico-chemical parameter data were analyzed by principal component analysis to determine correlations between physico-chemical data and yeast levels. Yeast morphotypes were identified by biochemical tests and 26S rRNA gene sequencing. Disk diffusion antifungal susceptibility tests were conducted. Physico-chemical parameters of the water were within target water quality range (TWQR) for livestock farming. For irrigational use, total dissolved solids and nitrates were not within the TWQR. Yeast levels ranged between 27 ± 10 and 2,573 ± 306 cfu/L. Only non-pigmented, ascomycetous yeasts were isolated. Saccharomyces cerevisiae and Candida glabrata were most frequently isolated. Several other opportunistic pathogens were also isolated. A large number of isolates were resistant to azoles, especially fluconazole, but also to other antifungal classes. Candida species were resistant to almost all the antifungal classes. These water sources are used for recreation and religious as well as for watering livestock and irrigation. Of particular concern is the direct contact of individuals with opportunistic yeast, especially the immune-compromised. Resistance of these yeast species to antifungal agents is a further health concern.
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Affiliation(s)
- M E Monapathi
- Unit for Environmental Science and Management - Microbiology, North-West University, Environmental Sciences, Potchefstroom Campus, Private Bag X6001, Potchefstroom 2520, South Africa E-mail:
| | - C C Bezuidenhout
- Unit for Environmental Science and Management - Microbiology, North-West University, Environmental Sciences, Potchefstroom Campus, Private Bag X6001, Potchefstroom 2520, South Africa E-mail:
| | - O H J Rhode
- Agricultural Research Council-Grain Crops Institute, Potchefstroom, South Africa
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Effects of Phenolic Acids on the Growth and Production of T-2 and HT-2 Toxins by Fusarium langsethiae and F. sporotrichioides. Molecules 2016; 21:449. [PMID: 27049379 PMCID: PMC6273403 DOI: 10.3390/molecules21040449] [Citation(s) in RCA: 41] [Impact Index Per Article: 4.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/17/2015] [Revised: 03/17/2016] [Accepted: 03/30/2016] [Indexed: 11/17/2022] Open
Abstract
The effect of natural phenolic acids was tested on the growth and production of T-2 and HT-2 toxins by Fusarium langsethiae and F. sporotrichioides, on Mycotoxin Synthetic medium. Plates treated with 0.5 mM of each phenolic acid (caffeic, chlorogenic, ferulic and p-coumaric) and controls without phenolic acid were incubated for 14 days at 25 °C. Fungal biomass of F. langsethiae and F. sporotrichioides was not reduced by the phenolic acids. However, biosynthesis of T-2 toxin by F. langsethiae was significantly reduced by chlorogenic (23.1%) and ferulic (26.5%) acids. Production of T-2 by F. sporotrichioides also decreased with ferulic acid by 23% (p < 0.05). In contrast, p-coumaric acid significantly stimulated the production of T-2 and HT-2 toxins for both strains. A kinetic study of F. langsethiae with 1 mM ferulic acid showed a significant decrease in fungal biomass, whereas T-2 production increased after 10 days of incubation. The study of gene expression in ferulic supplemented cultures of F. langsethiae revealed a significant inhibition for Tri5, Tri6 and Tri12 genes, while for Tri16 the decrease in gene expression was not statistically significant. Overall, results indicated that phenolic acids had a variable effect on fungal growth and mycotoxin production, depending on the strain and the concentration and type of phenolic acid assayed.
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Kokkonen M, Magan N, Medina A. Comparative effects of fungicides and environmental factors on growth and T-2 + HT-2 toxin production by Fusarium sporotrichioides and Fusarium langsethiae strains on an oat-based matrix. WORLD MYCOTOXIN J 2014. [DOI: 10.3920/wmj2013.1658] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/19/2022]
Abstract
The objective of this study was to compare the effect of the fungicides prochloraz and tebuconazole (0-1 µg/ml) on lag phase, growth rate, and T-2 + HT-2 toxin production by strains of Fusarium sporotrichioides and Fusarium langsethiae on oat-based media under different conditions of water activity (aw; 0.98 and 0.95) × temperature (15 and 25 °C). Relative effective dose values for the fungicides required to inhibit growth by 50% (ED50) and 90% (ED90) and T-2 + HT-2 production were determined. The lag phases prior to growth were prolonged at the marginal aw × temperature conditions tested and by the presence of the fungicides. The growth rates of F. sporotrichioides and F. langsethiae were similarly inhibited by prochloraz compared with the controls. However, in the presence of tebuconazole, F. langsethiae was much more tolerant with very little inhibitory effects of the fungicide. The ED50 values ranged from 0.08 to ≯1.0 µg/ml for prochloraz and from 0.34 to ≯1.0 µg/ml for tebuconazole in the case of F. sporotrichioides. For F. langsethiae, these values were 0.09 to ≯1.0 and 0.31 to ≯1.0 µg/ml at the two temperatures and aw levels tested. Prochloraz (0.2-0.4 µg/ml) effectively inhibited toxin production at 15 °C and the two aw levels examined. However, at 25 °C the fungicide was less effective, regardless of the aw level. For tebuconazole, there were significant differences in efficacy against the F. sporotrichioides and F. langsethiae strains. The latter species produced consistently higher amounts of T-2 + HT-2 toxin at both 15 and 25 °C and 0.98 aw. The differential tolerance to the fungicides between the fungal species is discussed in terms of growth and toxin production.
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Affiliation(s)
- M. Kokkonen
- Applied Mycology Group, Cranfield Health, Cranfield University, Bedford MK43 0AL, United Kingdom
- Finnish Food Safety Authority (EVIRA), Chemistry and Toxicology Unit, Mustialankatu 3, 00790 Helsinki, Finland
| | - N. Magan
- Applied Mycology Group, Cranfield Health, Cranfield University, Bedford MK43 0AL, United Kingdom
| | - A. Medina
- Applied Mycology Group, Cranfield Health, Cranfield University, Bedford MK43 0AL, United Kingdom
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