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Fusarium graminearum and zearalenone in wheat: a water activity–temperature model

dc.contributor.authorIngram, Ben
dc.contributor.authorMarín, Sonia
dc.contributor.authorKiaitsi, Elisavet
dc.contributor.authorMagan, Naresh
dc.contributor.authorVerheecke-Vaessen, Carol
dc.contributor.authorCervini, Carla
dc.contributor.authorRubio-Lopez, F
dc.contributor.authorGarcía-Cela, Esther
dc.date.accessioned2025-08-13T13:38:18Z
dc.date.available2025-08-13T13:38:18Z
dc.date.freetoread2025-08-13
dc.date.issued2025-06
dc.date.pubOnline2025-04-17
dc.description.abstractZearalenone (ZEN) is a nonsteroidal estrogenic mycotoxin produced primarily by Fusarium graminearum, posing significant threats to agricultural grain production. When ZEN levels exceed regulatory limits, grains face rejection, and its harmful effects on the female reproductive system raise health concerns. Despite its importance, there is a lack of information on the ecophysiological conditions that promote F. graminearum colonisation and ZEN production in wheat grains. This study aimed to develop and validate predictive models for the growth of F.graminearum and ZEN accumulation in wheat. For this purpose, two strains isolated from wheat were inoculated in agar wheat-based medium supplemented with glycerol to adjust the water activity (aw) to five different values of 0.88, 0.91, 0.94, 0.97 and 0.99. The cultures were incubated at 4, 6, 8.5, 15, 20, 25, 30 and 35 °C, the colony growth was measured daily, and ZEN accumulation assessed at day 10, 20 and 30. To analyse the growth kinetics of F. graminearum, the fungal growth rate (μ) and lag time (λ) were calculated, applying the Cardinal/Rosso, Davey, and Gibson models. These techniques, commonly used in secondary modelling, were enhanced through variable transformation, with the square root transformation yielding optimal results in the Cardinal models. The outcome showed probabilistic model accuracy for growth ranging 65–79 % and ZEN production ranging 45–77 % on internal and external data set. Optimum temperature for ZEN production was 25–30 °C in media and wheat. In wheat, a higher aW was required for both growing (0.92 aw) and ZEN production compared to media (0.90 aw). Probabilities of growth over 80 % were predicted in the range of 0.90–0.95 aw at 16–34 °C after 30 days. In conclusion, to avoid mycotoxin contamination in wheat an aw < 0.89 should be maintained, and temperatures in the range 18–31 °C should be avoided (P < 0.5). The integration of predictive models into decision support systems could assist farmers in identifying pre-harvest contamination risks and in optimising harvesting and drying practices to minimise post-harvest contamination. This study highlights the importance of understanding the ecophysiological profiles of mycotoxigenic species like F. graminearum to mitigate contamination risks and optimise storage conditions in wheat.
dc.description.journalNameFungal Biology
dc.description.sponsorshipThis project (MyToolBox) has received funding from the European Union's Horizon 2020 research and innovation programme under grant agreement No. 67801.
dc.format.mediumPrint-Electronic
dc.identifier.citationIngram B, Marin S, Kiaitsi E, et al., (2025) Fusarium graminearum and zearalenone in wheat: a water activity–temperature model. Fungal Biology, Volume 129, Issue 4, June 2025, Article number 101572en_UK
dc.identifier.eissn1878-6162
dc.identifier.elementsID672773
dc.identifier.issn1878-6146
dc.identifier.issueNo4
dc.identifier.paperNo101572
dc.identifier.urihttps://doi.org/10.1016/j.funbio.2025.101572
dc.identifier.urihttps://dspace.lib.cranfield.ac.uk/handle/1826/24293
dc.identifier.volumeNo129
dc.languageEnglish
dc.language.isoen
dc.publisherElsevieren_UK
dc.publisher.urihttps://www.sciencedirect.com/science/article/pii/S1878614625000388?via%3Dihub
dc.rightsAttribution 4.0 Internationalen
dc.rights.urihttp://creativecommons.org/licenses/by/4.0/
dc.subjectCerealsen_UK
dc.subjectKinetic modelen_UK
dc.subjectProbability modelen_UK
dc.subjectPredictive mycologyen_UK
dc.subjectMycotoxinsen_UK
dc.subject3107 Microbiologyen_UK
dc.subject31 Biological Sciencesen_UK
dc.subject2 Zero Hungeren_UK
dc.subjectMycology & Parasitologyen_UK
dc.subject3108 Plant biologyen_UK
dc.subject.meshTriticumen_UK
dc.subject.meshFusariumen_UK
dc.subject.meshZearalenoneen_UK
dc.subject.meshTemperatureen_UK
dc.subject.meshCulture Mediaen_UK
dc.subject.meshWateren_UK
dc.titleFusarium graminearum and zearalenone in wheat: a water activity–temperature modelen_UK
dc.typeArticle
dc.type.subtypeJournal Article
dcterms.dateAccepted2025-03-25

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