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Published on: November 2, 2020
Modeling of mold inactivation via cold atmospheric plasma (CAP)
Pavel Demo1, Filip Přeučil1, Petra Tichá1
1Department of Physics, Faculty of Civil Engineering, Czech Technical University in Prague, Prague, Czech Republic.
Abstract:
During their reproduction cycles, the omnipresent pathogens produce a broad class of mycotoxins responsible for serious health problems in living organisms. To reduce (or even to eradicate) the microorganisms from the invaded system, various conventional methods are applied in practice, sometimes with counterproductive effects. To overcome these challenges, the cold atmospheric plasma (CAP) is applied to terminate mold proliferation within the system. The paper presents a mathematical model for the elimination of microscopic filamentous types of fungi, specifically molds, by using the CAP. The evolution of mold population is described by a nonlinear logistic equation with a density-dependent inactivation rate. Exactly calculated growth curves are compared with experimental data for Aspergillus brasiliensis obtained for two plasma operating times. The results show that if the plasma inactivation rate is comparable to the maximum natural growth rate of the mycelium, the mold colony becomes extinct after a finite time. Otherwise, the mycelium may survive the plasma intervention. The model presented in the paper can be applied to other classes of microorganisms (e.g., bacteria and viruses), using different inactivation techniques (e.g., heating or high pressures with properly defined inactivation rates).
Importance:
The novelty of this study is to model the extinction process of molds from an invaded system by using a nonlinear logistic equation with a density-dependent inactivation rate. The resulting analytical solution allows us to determine the coverage of the surface by mycelium at arbitrary times. The calculated growth curves are compared with data sets for Aspergillus brasiliensis. An advantage of this model is the possibility to obtain relevant information in a matter of minutes, compared to the highly time-consuming real experiments that can take weeks.
Insights
Cold atmospheric plasma (CAP) can eradicate molds by modeling their extinction with a nonlinear logistic equation. If the plasma inactivation rate matches the mold
Area of Science:
- Microbiology
- Biophysics
- Mathematical Modeling
Background:
- Pathogenic microorganisms, including molds, produce mycotoxins causing health issues.
- Conventional methods for microorganism eradication can be ineffective or have adverse effects.
- Cold atmospheric plasma (CAP) offers a promising alternative for microbial control.
Purpose of the Study:
- To develop a mathematical model for mold extinction using CAP.
- To analyze mold population dynamics with a density-dependent inactivation rate.
- To compare model predictions with experimental data for Aspergillus brasiliensis.
Main Methods:
- Utilizing a nonlinear logistic equation to describe mold population evolution.
- Incorporating a density-dependent inactivation rate to simulate CAP effects.
- Comparing analytical solutions with experimental data for Aspergillus brasiliensis.
Main Results:
- Mold colony extinction occurs in finite time when the CAP inactivation rate equals the maximum natural growth rate.
- The mycelium may survive if the inactivation rate is lower than the growth rate.
- The model accurately predicts growth curves and surface coverage over time.
Conclusions:
- The developed mathematical model provides insights into mold eradication using CAP.
- The model's analytical solution allows for rapid prediction of mold population dynamics.
- This approach can be adapted for other microorganisms and inactivation methods.
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