Submitted:
05 June 2026
Posted:
08 June 2026
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Abstract
Keywords:
1. Introduction
2. Materials and Methods
2.1. Field Sampling

2.2. Mycotoxin Analysis
2.3. Statistical Analyses
2.4. Data Visualization and Distribution Analysis
3. Results
3.1. Co-Occurrence Patterns of Multiple Mycotoxins in Wild Plant Samples
3.2. Co-Occurrence of Mycotoxins in Plant Organs
3.3. Co-Occurrence of Mycotoxins by Growth-Form Groups
3.4. Temporal Variation in Mycotoxin Concentration of Plant Species
3.5. Mycotoxin Contamination of Plant Organs
3.6. Mycotoxin Contamination of Major Plant Growth Forms
4. Discussion
4.1. Conceptual Synthesis of the Main Findings
4.2. Co-Occurrence of Mycotoxins
4.3. Seasonal Variation
4.4. Plant Organ-Specific Patterns
4.5. Growth-Form Specific Differences
4.6. Plant Species Comparison
4.7. Organ-Specific Patterns and Monitoring
4.8. Ecological and Agronomic Implications
4.9. Limitations and Future Directions
5. Conclusions
Supplementary Materials
Author Contributions
Funding
Data Availability Statement
Acknowledgments
Conflicts of Interest
References
- Krska, R.; De Nijs, M.; McNerney, O.; Pichler, M.; Gilbert, J.; Edwards, S.; Suman, M.; Magan, N.; Rossi, V.; Van der Fels, I.; Bagi, F.; Poschmaier, B.; Sulyok, M.; Berthiller, F.; Van Egmond, H.P. Safe food and feed through an integrated toolbox for mycotoxin management: The MyToolBox approach. World Mycotoxin J. 2016, 9, 487–495. [Google Scholar] [CrossRef]
- Eskola, M.; Kos, G.; Elliott, C.T.; Hajšlová, J.; Mayar, S.; Krska, R. Worldwide contamination of food-crops with mycotoxins: Validity of the widely cited ‘FAO estimate’ of 25%. Crit. Rev. Food Sci. Nutr. 2020, 60, 2773–2789. [Google Scholar] [CrossRef] [PubMed]
- Malir, F.; Pickova, D.; Toman, J.; et al. Hazard characterisation for significant mycotoxins in food. Mycotoxin Res. 2023, 39, 81–93. [Google Scholar] [CrossRef]
- Miller, J.D. Epidemiology of Fusarium ear diseases of cereals. In Mycotoxins in Grain: Compounds Other Than Aflatoxin;Determination of 22 mycotoxins in wheat grains cultivated in two climatic areas by UHPLC-MS/MS. Food Chem.; Miller, J.D., Trenholm, H.L., Zinedine, A., Durand, N., Meile, J.-C., Abbès, S., Ben Salah-Abbès, J., Brabet, C., Eds.; Eagan Press: St. Paul, MN, USA, 1994; Volume 495, pp. 19–36.35 146356. [Google Scholar] [CrossRef]
- Fung, F.; Clark, R.F. Health effects of mycotoxins: A toxicological overview. J. Toxicol. Clin. Toxicol. 2004, 42, 217–234. [Google Scholar] [CrossRef]
- Nichea, M.J.; Palacios, S.A.; Chiacchiera, S.M.; Sulyok, M.; Krska, R.; Chulze, S.N.; Torres, A.M.; Ramirez, M.L. Presence of Multiple Mycotoxins and Other Fungal Metabolites in Native Grasses from a Wetland Ecosystem in Argentina Intended for Grazing Cattle. Toxins 2015, 7, 3309–3329. [Google Scholar] [CrossRef]
- Kolackova, I.; Smolkova, B.; Skladanka, J.; Kouril, P.; Hrudova, E. Epiphytic microflora and mycotoxin content in meadows—Is plant biodiversity affecting fungal contamination? PLoS ONE 2023, 18, e0288397. [Google Scholar] [CrossRef] [PubMed]
- Postic, J.; Cosic, J.; Vrandecic, K.; Jurkovic, D.; Saleh, A.A.; Leslie, J.F. Diversity of Fusarium species isolated from weeds and plant debris in Croatia. J. Phytopathol. 2012, 160, 76–81. [Google Scholar] [CrossRef]
- Gerling, M.; Petry, L.; Barkusky, D.; Butter, C.; Müller, M.E.H. Infected grasses as inoculum for Fusarium infestation and mycotoxin accumulation in wheat with and without irrigation. Mycotoxin Res. 2023, 39, 19–31. [Google Scholar] [CrossRef] [PubMed]
- Janavičienė, S.; Venslovas, E.; Kadziene, G.; Matelioniene, N.; Berzina, Z.; Bartkevics, V.; Suproniene, S. Diversity of mycotoxins produced by Fusarium strains infecting weeds. Toxins 2023, 15, 420. [Google Scholar] [CrossRef]
- Savary, S.; Willocquet, L.; Pethybridge, S.J.; Esker, P.; McRoberts, N.; Nelson, A. The global burden of pathogens and pests on major food crops. Nat. Ecol. Evol. 2019, 3, 430–439. [Google Scholar] [CrossRef]
- Szemethy, L.; Mátrai, K.; Bíró, Z.; Katona, K. Seasonal home range shift of red deer in a forest-agriculture area in southern Hungary. Acta Theriol. 2003, 48, 547–556. [Google Scholar] [CrossRef]
- Storms, D.; Aubry, P.; Hamann, J. L.; Saïd, S.; Fritz, H.; Saint-Andrieux, C.; Klein, F. Seasonal variation in diet composition and similarity of sympatric red deer Cervus elaphus and roe deer Capreolus capreolus. Wildl. Biol. 2008, 237–250. [Google Scholar] [CrossRef]
- Minder, I. Local and seasonal variations of roe deer diet in relation to food resource availability in a Mediterranean environment. Eur. J. Wildl. Res. 2012, 58, 215–225. [Google Scholar] [CrossRef]
- Fischer, C.; Thies, C.; Tscharntke, T. Small mammals in agricultural landscapes: Opposing responses to farming practices and landscape complexity. Biol. Conserv. 2011, 144, 1130–1136. [Google Scholar] [CrossRef]
- Rattner, B.A.; Lazarus, R.S.; Elliott, J.E.; Shore, R.F.; van den Brink, N. Adverse outcome pathway and risks of anticoagulant rodenticides to predatory wildlife. Env. Sci. Technol. 2014, 48(15), 8433–45. [Google Scholar] [CrossRef] [PubMed]
- Elliott, J.E.; Hindmarch, S.; Albert, C.A.; Emery, J.; Mineau, P.; Maisonneuve, F. Exposure pathways of anticoagulant rodenticides to nontarget wildlife. Environ. Monit. Assess. 2014, 186, 895–906. [Google Scholar] [CrossRef]
- Lakatos, I.; Babarczi, B.; Molnár, Zs.; Tóth, A.; Skoda, G.; Horváth, Gy.F.; Horváth, A.; Tóth, D.; Sükösd, F.; Szemethy, L.; Szőke, Zs. First Results on the Presence of Mycotoxins in the Liver of Pregnant Fallow Deer (Dama dama) Hinds and Fetuses. Animals 2024, 14, 1039. [Google Scholar] [CrossRef]
- Fehér, P.; Molnár, Z.; Pálfi, M.P.; Pálfiné Lábadi, A.; Plank, P.; Lakatos, I.; Heltai, M.; Szemethy, L.; Stéger, V.; Szőke, Z. The initial detection of mycotoxins released and accumulated in the golden jackal (Canis aureus): Investigating the potential of carnivores as environmental bioindicators. Int. J. Mol. Sci. 2025, 26, 3755. [Google Scholar] [CrossRef]
- Magan, N.; Aldred, D.; Hope, R.; Mitchell, D. Environmental factors and interactions with mycobiota of grain and grapes: Effects on growth, deoxynivalenol and ochratoxin production by Fusarium culmorum and Aspergillus carbonarius. Toxins 2010, 2, 353–366. [Google Scholar] [CrossRef] [PubMed]
- Paterson, R.R.M.; Lima, N. How will climate change affect mycotoxins in food? Food Res. Int. 2010, 43, 1902–1914. [Google Scholar] [CrossRef]
- Medina, A.; Rodríguez, A.; Magan, N. Effect of climate change on Aspergillus flavus and aflatoxin B1 production. Front. Microbiol. 2014, 5, 348. [Google Scholar] [CrossRef]
- Spinoni, J.; Vogt, J.; Naumann, G.; Barbosa, P.; Dosio, A. Will drought events become more frequent and severe in Europe? Int. J. Climatol. 2018, 38, 1718–1736. [Google Scholar] [CrossRef]
- IPCC. Climate Change 2021: The Physical Science Basis. Contribution of Working Group I to the Sixth Assessment Report of the Intergovernmental Panel on Climate Change; Masson-Delmotte, V., Zhai, P., Pirani, A., Connors, S.L., Péan, C., Berger, S., Caud, N., Chen, Y., Goldfarb, L., Gomis, M.I., Huang, M., Leitzell, K., Lonnoy, E., Matthews, J.B.R., Maycock, T.K., Waterfield, T., Yelekçi, O., Yu, R., Zhou, B., Eds.; Cambridge University Press: Cambridge, UK; New York, NY, USA, 2021. [Google Scholar] [CrossRef]
- Parikka, P.; Hakala, K.; Tiilikkala, K. Expected shifts in Fusarium species’ composition on cereal grain in Northern Europe due to climate change. Food Addit. Contam. Part A 2012, 29, 1543–1555. [Google Scholar] [CrossRef] [PubMed]
- Mann, H.B.; Whitney, D.R. On a test of whether one of two random variables is stochastically larger than the other. Ann. Math. Stat. 1947, 18, 50–60. Available online: http://www.jstor.org/stable/2236101. [CrossRef]
- Fay, M.P.; Proschan, M.A. Wilcoxon–Mann–Whitney or t-test? On assumptions for hypothesis tests and multiple interpretations of decision rules. Stat. Surv. 2010, 4, 1–39. [Google Scholar] [CrossRef]
- Wickham, H.; François, R.; Henry, L.; Müller, K.; Vaughan, D. dplyr: A Grammar of Data Manipulation. R package version 1.1.4. 2023. Available online: https://CRAN.R-project.org/package=dplyr.
- Wickham, H. ggplot2: Elegant Graphics for Data Analysis; Springer-Verlag: New York, NY, USA, 2016. [Google Scholar] [CrossRef]
- Neuwirth, E. RColorBrewer: ColorBrewer Palettes; R Package Version 1.1-3 Available online. 2022. (accessed on 15 May 2026). CRAN RColorBrewer package.
- Ahlmann-Eltze, C.; Patil, I. Ggsignif: R package for displaying significance brackets for ‘ggplot2’. Psy. Arxiv. 2021, 1–3. [Google Scholar] [CrossRef]
- Wickham, H.; Henry, L. purrr: Functional Programming Tools. R package version 1.0.4, 2025. Available online: https://CRAN.R-project.org/package=purrr.
- European Commission. Commission Recommendation 2006/576/EC of 17 August 2006 on the presence of deoxynivalenol, zearalenone, ochratoxin A, T-2 and HT-2 and fumonisins in products intended for animal feeding. Off. J. Eur. Union 2006, L229, 7–9. [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—Council statement. Off. J. Eur. Communities 2002, L140, 10–21. [Google Scholar]
- Zinedine, A.; Durand, N.; Meile, J.-C.; Abbès, S.; Ben Salah-Abbès, J.; Brabet, C. Determination of 22 mycotoxins in wheat grains cultivated in two climatic areas by UHPLC-MS/MS. Food Chem. 2025, 495, 146356. [Google Scholar] [CrossRef]
- Mohammedi-Ameur, S.; Bertuzzi, T.; Battaglia, R.; Siboni, F.; Giorni, P.; Mohammedi, D. Co-Occurrence of Major Mycotoxins and Emerging Alternaria Toxins in Couscous Marketed in Algeria. Toxins 2025, 17, 483. [Google Scholar] [CrossRef]
- Streit, E.; Naehrer, K.; Rodrigues, I.; Schatzmayr, G. Mycotoxin occurrence in feed and feed raw materials worldwide: long-term analysis with special focus on Europe and Asia. J. Sci. Food Agric. 2013, 93, 2892–2899. [Google Scholar] [CrossRef] [PubMed]
- Gruber-Dorninger, C.; Jenkins, T.; Schatzmayr, G. Global mycotoxin occurrence in feed: A ten-year survey. Toxins 2019, 11, 375. [Google Scholar] [CrossRef]
- Jonard, C.; Chandelier, A.; Eylenbosch, D.; Pannecoucque, J.; Godin, B.; Douny, C.; Scippo, M.-L.; Gofflot, S. Multi-Mycotoxin Analyses by UPLC-MS/MS in Wheat: The Situation in Belgium in 2023 and 2024. Foods 2025, 14, 2300. [Google Scholar] [CrossRef]
- Lindblad, M.; Gidlund, A.; Sulyok, M.; Börjesson, T.; Krska, R.; Olsen, M.; Fredlund, E. Deoxynivalenol and other selected Fusarium toxins in Swedish wheat—Occurrence and correlation to specific Fusarium species. Int. J. Food Microbiol. 2013, 167, 284–291. [Google Scholar] [CrossRef]
- Matelionienė, N.; Supronienė, S.; Shamshitov, A.; Zavtrikovienė, E.; Janavičienė, S.; Kadžienė, G. Weeds in cereal crop rotations may host Fusarium species that cause Fusarium head blight and grain weight losses in wheat. Agronomy 2022, 12, 2741. [Google Scholar] [CrossRef]
- Alassane-Kpembi, I.; Schatzmayr, G.; Taranu, I.; Marin, D.; Puel, O.; Oswald, I.P. Mycotoxins co-contamination: Methodological aspects and biological relevance of combined toxicity studies. Crit. Rev. Food Sci. Nutr. 2017, 57, 3489–3507. [Google Scholar] [CrossRef] [PubMed]
- Vejdovszky, K.; Hahn, K.; Braun, D.; Warth, B.; Marko, D. Synergistic estrogenic effects of Fusarium and Alternaria mycotoxins in vitro. Arch. Toxicol. 2017, 91, 1447–1460. [Google Scholar] [CrossRef]
- Kanabus, J.; Bryła, M.; Leśnowolska-Wnuczek, K.; Waśkiewicz, A.; Twarużek, M. Mycotoxins occurrence in herbs, spices, dietary supplements, and their exposure assessment. Toxins 2026, 18, 20. [Google Scholar] [CrossRef]
- Farian, E.; Kowalczyk, K.; Wójcik-Fatla, A. Occurrence of filamentous fungi and mycotoxins in fresh and minimally processed leafy vegetables from gardens and markets. Foods 2026, 15, 64. [Google Scholar] [CrossRef] [PubMed]
- Suman, M.; Oboeuf, M.; Abdallah, M.F.; Hazel, C.; Varga, E.; Mally, A.; Medina, A.; Molero, M.; Sansom, A.; Korzeniowski, K.J. Framework on risk prioritisation of mycotoxins in food: a case study in two wheat-based products. World Mycotoxin J. 2025, 18, 249–259. [Google Scholar] [CrossRef]
- Kokkonen, M.; Ojala, L.; Parikka, P.; Jestoi, M. Mycotoxin production of selected Fusarium species at different culture conditions. Int. J. Food Microbiol. 2010, 143, 17–25. [Google Scholar] [CrossRef] [PubMed]
- Perrone, G.; Ferrara, M.; Medina, A.; Pascale, M.; Magan, N. Toxigenic Fungi and Mycotoxins in a Climate Change Scenario: Ecology, Genomics, Distribution, Prediction and Prevention of the Risk. Microorganisms 2020, 8, 1496. [Google Scholar] [CrossRef] [PubMed]
- Battilani, P.; Toscano, P.; Van der Fels-Klerx, H.J.; Moretti, A.; Camardo Leggieri, M.; Brera, C.; Rortais, A.; Goumperis, T.; Robinson, T. Aflatoxin B1 contamination in maize in Europe increases due to climate change. Sci. Rep. 2016, 6, 24328. [Google Scholar] [CrossRef]
- Liao, H.-L.; Zhang, K.; Verma, V.; Wang, H.; Justesen, B.; Walter, J.; et al. Survey of Mycotoxins Present in Florida Pastures Across Time, Locations, and Grass Species. EDIS 2025, SL529. [Google Scholar] [CrossRef]
- Sewram, V.; Mshicileli, N.; Shephard, G.S.; Vismer, H.F.; Rheeder, J.P.; van der Westhuizen, L.; van der Merwe, L.; Gelderblom, W.C.A. Mycotoxin contamination of dietary and medicinal wild plants. J. Agric. Food Chem. 2006, 54, 5688–5693. [Google Scholar] [CrossRef] [PubMed]
- Can, N.C.; Duraklı, V.S. Tekirdağ’da satişa sunulan ihlamur (Tilia spp.) ve kuşburnu (Rosa canina) örneklerinde aflatoksinlerin varliğinin araştirilmasi. Gida 2017, 42, 287–296. Available online: https://izlik.org/JA74TK45ZU. [CrossRef]
- Burkin, A.A.; Kononenko, G.P. Mycotoxin contaminations of meadow grasses in European Russia. Agric. Biol. 2015, 50, 503–512. [Google Scholar] [CrossRef]
- Gozzi, M.; Blandino, M.; Bruni, R.; Capo, L.; Righetti, L.; Dall’Asta, C. Mycotoxin occurrence in kernels and straws of wheat, barley, and tritordeum. Mycotoxin Res. 2024, 40, 203–210. [Google Scholar] [CrossRef]
- Häggblom, P.; Nordkvist, E. Deoxynivalenol, zearalenone, and Fusarium graminearum contamination of cereal straw: Field distribution and sampling of big bales. Mycotoxin Res. 2015, 31, 101–107. [Google Scholar] [CrossRef]
- Zhang, Z.; Nie, D.; Fan, K.; Yang, J.; Guo, W.; Meng, J.; Han, Z. A systematic review of plant-conjugated masked mycotoxins: Occurrence, toxicology, and metabolism. Crit. Rev. Food Sci. Nutr. 2020, 60, 1523–1537. [Google Scholar] [CrossRef]
- Hirst, C.; Gill, R.; Ogden, R.; Shaw, D.J. Characterising the dietary patterns of the European Roe Deer across biogeographical regions. Eur. J. Wildl. Res. 2026, 72, 6. [Google Scholar] [CrossRef]
- Katona, K.; Biró, Z.S.; Szemethy, L.; Demes, T.; Nyeste, M. Spatial, temporal and individual variability in the autumn diet of European hare (Lepus europaeus) in Hungary. Acta Zool. Acad. Sci. Hung. 2010, 56, 89–101. [Google Scholar]
- Sangiuliano, A.; Lovari, S.; Ferretti, F. Dietary partitioning between European roe deer and European brown hare. Eur. J. Wildl. Res. 2016, 62, 527–535. [Google Scholar] [CrossRef]
- Sükösd, F.; Lakatos, I.; Ürmös, Á.; Karkas, R.; Sükösd, Á.; Arany; Tóth, A.; Erdélyi, K.; Misó, M.; Gőbölös, P.; Posta, K.; Kovács, F.; Ferenczi, Sz.; Horváth, Gy.; Szemethy, L.; Szőke, Zs. When Antlers Grow Abnormally: A Hidden Disease Behind Common Cervid Trophy Deformities, Introducing Pedunculitis Chronica Deformans. Animals 2025, 15, 1530. [Google Scholar] [CrossRef]
- Tóth, A. G.; Paholcsek, M.; Solymosi, N.; Stágel, A.; Gömbös, P.; Posta, K.; Lakatos, I.; Nagy, S.Á.; Ferenczi, Sz.; Szőke, Zs. Protocol for the assessment of the impact of mycotoxins and glyphosate residues on the gut microbiome and resistome of European fallow deer. STAR Protoc. 2026, 7, 104498. [Google Scholar] [CrossRef]
- Lakatos, I.; Plank, P.; Tóth, A.; Molnár, Zs.; Skoda, G.; Ferenczi, Sz.; Sükösd, F.; Nagyéri, Gy.; Szemethy, L.; Szőke, Zs. Detection of Mycotoxins in Fallow Deer Milk and Feces: Evidence of Climate-Driven Contamination in a Comparative Study of Two Weather-Divergent Years in Hungary. Toxins 2026, 18, 93. [Google Scholar] [CrossRef]
- Marshall, E.J.P.; Moonen, A.C. Field margins in northern Europe: Their functions and interactions with agriculture. Agric. Ecosyst. Environ. 2002, 89, 5–21. [Google Scholar] [CrossRef]
- Tscharntke, T.; Klein, A.M.; Kruess, A.; Steffan-Dewenter, I.; Thies, C. Landscape perspectives on agricultural intensification and biodiversity – ecosystem service management. Ecol. Lett. 2005, 8, 857–874. [Google Scholar] [CrossRef]
- Skládanka, J.; Nedělník, J.; Adam, V.; Doležal, P.; Moravcová, H.; Dohnal, V. Forage as a Primary Source of Mycotoxins in Animal Diets. Int. J. Environ. Res. Public Health 2011, 8, 37–50. [Google Scholar] [CrossRef]
- Khan, R.; Anwar, F.; Ghazali, F.M. A comprehensive review of mycotoxins: Toxicology, detection, and effective mitigation approaches. Heliyon 2024, 10, e28361. [Google Scholar] [CrossRef]
- Wang, C.; Huang, Y.; Wang, Y.; Zhang, J.; Guo, M.; Chen, C.; Zhang, H.; Yue, B.; Kong, D.; Luo, J.; Yang, M. Developments and trends in mycotoxin analysis: A review with bibliometric research. Microchem. J. 2024, 207, 111774. [Google Scholar] [CrossRef]



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