Modelling the Combined Effects of Oxalic Acid, Water Activity, and pH on the Growth and Mycotoxin Production of Aspergillus spp. in a Dried Fig System
This study aimed to model the effects of a<sub>w</sub>, pH, and OA, a compound commonly used as a plant elicitor, on the growth and mycotoxin production of <i>Aspergillus welwitschiae</i> and <i>Aspergillus flavus</i> on a fig-based model substrate. Using RSM with a BBD, the combined impact of a<sub>w</sub> (0.92-0.99), pH (5.6-6.3), and OA (1-2 mM) on growth and mycotoxin production was evaluated under fixed temperature cycle simulating field conditions. HPLC-FLD quantified OTA and AFs. The results revealed that a<sub>w</sub> was the most influential factor governing fungal behaviour. The driest a<sub>w</sub> (0.92) significantly delayed growth and completely inhibited the production of OTA and AFB<sub>1</sub>. Conversely, high a<sub>w</sub> (0.99) was a prerequisite for significant mycotoxin accumulation. While OA at the tested elicitor concentrations did not prove to be a potent independent inhibitor of mycotoxins, its interactions with aw and pH did significantly delay fungal growth. The high R<sup>2</sup> values (>96%) for growth models indicated a strong goodness-of-fit for comparing the relative impact of the factors. The models for mycotoxins had more moderate R<sup>2</sup> values, a common finding reflecting the complexity of secondary metabolism. Consequently, these models should be regarded as semi-quantitative tools for identifying high-risk trends rather than for precise prediction. Following internal validation, all developed models proved to be valuable semi-quantitative tools for identifying high-risk conditions, including those with more modest R<sup>2</sup> values like the OTA model (R<sup>2</sup> = 56.5%, validation R > 0.945).
Authors
- Alicia Rodríguez (ORCID: https://orcid.org/0000-0003-0683-7488)
- Santiago Ruiz‐Moyano (ORCID: https://orcid.org/0000-0003-0309-5888)
- Alberto Martı́n (ORCID: https://orcid.org/0000-0001-6104-8102)
- C.O. Hidalgo (ORCID: https://orcid.org/0000-0002-9810-1517)
- Manuel Joaquín Serradilla (ORCID: https://orcid.org/0000-0002-0766-4542)
Institutions
- Government of Extremadura (ES)
- Centro Tecnológico Nacional Agroalimentario Extremadura (ES)
- Universidad de Extremadura (ES)
Publication Details
- Journal
- Foods
- Published
- 2025-11-11
- DOI
- https://doi.org/10.3390/foods14223854
- Primary Topic
- Mycotoxins in Agriculture and Food
- Type
- article
- Field-Weighted Citation Impact
- 0.00
Funders
- Ministerio de Ciencia e Innovación
- Agencia Estatal de Investigación