Simulation and Experimental Study of Moderate Electric Field (MEF) Effects on Inactivation of Listeria monocytogenes and Vibrio parahaemolyticus in Surimi Paste
Abstract
1. Introduction
2. Materials and Methods
2.1. Strains and Preparation of Pathogen Cocktail
2.2. Sample Preparation: Surimi Paste
2.3. MEF System
2.4. Pathogenic Microbial Inactivation
2.5. MEF Treatments
2.6. Mathematical Modeling of Inactivation Kinetics
2.7. Molecular Dynamics Simulations
2.7.1. Investigation of Enzyme Parameters Using the Database
2.7.2. Numerical Modeling for Electrophoretic Motion of Enzymes in Surimi
2.8. Statistical Analysis
3. Results
3.1. Microbial Inactivation and Related Kinetic Information
3.2. Inactivation of Quality-Deteriorating Enzyme Using Numerical Simulation
4. Conclusions
Supplementary Materials
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Conflicts of Interest
References
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| Database | 3D Structure | qnet (C) | M (kg) | r (m) | η (Pa·s) |
|---|---|---|---|---|---|
| TMAO (PDB ID: 1TMO) | ![]() | −1.122 10−18 | 1.474 10−22 | 4.443 10−9 | 1.002 10−3 (20 °C) 6.532 10−4 (40 °C) 4.665 10−4 (60 °C) |
| Elastase (PDB ID: 1EAI) | ![]() | 9.613 10−19 | 1.079 10−22 | 4.761 10−9 | |
| Trypsin (PDB ID: 1UTJ) | ![]() | −4.806 10−19 | 3.957 10−23 | 1.556 10−9 | |
| Cathepsin B (PDB ID: 1CP3) | ![]() | 9.613 10−18 | 9.048 10−23 | 5.194 10−9 | |
| Cathepsin L (PDB ID: 2YJC) | ![]() | −1.282 10−18 | 3.990 10−23 | 3.075 10−9 |
| Temp. | Sample | Kinetic Models | ||||||
|---|---|---|---|---|---|---|---|---|
| First-Order (a) | Weibull Model (b) | |||||||
| D-Value (min) | Slope | R2 | P | RMSE | R2 | |||
| 20 °C | S10DC50 | 5.4 ± 2.2 | −0.186 | 0.918 | 0.27 | 11.78 | 0.099 | 0.931 |
| S10DC100 | 3.9 ± 0.3 | −0.257 | 0.996 | 2.31 | 8.64 | 0.299 | 0.802 | |
| S15DC50 | 6.5 ± 6.1 | −0.154 | 0.674 | 0.12 | 6.17 | 0.174 | 0.858 | |
| S15DC100 | 4.2 ± 2.5 | −0.241 | 0.830 | 0.31 | 1.23 | 0.290 | 0.861 | |
| S20DC50 | 6.9 ± 4.6 | −0.146 | 0.802 | 0.17 | 30.96 | 0.232 | 0.659 | |
| S20DC100 | 4.3 ± 2.5 | −0.232 | 0.841 | 0.39 | 2.63 | 0.180 | 0.926 | |
| 40 °C | S10DC50 | 3.9 ± 1.4 | −0.255 | 0.939 | 0.32 | 1.61 | 0.127 | 0.966 |
| S10DC100 | 4.5 ± 3.0 | −0.222 | 0.798 | 0.41 | 1.09 | 0.194 | 0.959 | |
| S15DC50 | 4.1 ± 2.3 | −0.245 | 0.853 | 0.20 | 1.14 | 0.070 | 0.986 | |
| S15DC100 | 4.5 ± 2.2 | −0.225 | 0.879 | 0.63 | 2.28 | 0.194 | 0.962 | |
| S20DC50 | 5.6 ± 3.3 | −0.180 | 0.836 | 0.62 | 3.45 | 0.192 | 0.938 | |
| S20DC100 | 5.4 ± 3.0 | −0.186 | 0.851 | 0.58 | 3.03 | 0.217 | 0.925 | |
| 60 °C | S10DC50 | 1.8 ± 2.0 | −0.554 | 0.606 | 0.51 | 0.28 | 0.558 | 0.949 |
| S10DC100 | 1.9 ± 2.3 | −0.516 | 0.554 | 0.49 | 0.21 | 0.520 | 0.959 | |
| S15DC50 | 1.7 ± 1.4 | −0.603 | 0.723 | 0.52 | 0.29 | 0.455 | 0.965 | |
| S15DC100 | 1.7 ± 1.5 | −0.601 | 0.704 | 0.56 | 0.35 | 0.590 | 0.947 | |
| S20DC50 | 1.7 ± 1.5 | −0.587 | 0.703 | 0.54 | 0.35 | 0.553 | 0.946 | |
| S20DC100 | 1.8 ± 1.6 | −0.560 | 0.684 | 0.54 | 0.33 | 0.590 | 0.942 | |
| Temp. | Sample | Kinetic Models | ||||||
|---|---|---|---|---|---|---|---|---|
| First-Order (a) | Weibull Model (b) | |||||||
| D-Value (min) | Slope | R2 | P | RMSE | R2 | |||
| 20 °C | S10DC50 | 5.7 ± 8.7 | −0.175 | 0.904 | 0.33 | 0.19 | 0.333 | 0.946 |
| S10DC100 | 4.6 ± 5.1 | −0.217 | 0.946 | 0.37 | 0.27 | 0.189 | 0.983 | |
| S15DC50 | 8.9 ± 22.2 | −0.113 | 0.776 | 0.28 | 0.26 | 0.121 | 0.987 | |
| S15DC100 | 5.5 ± 8.0 | −0.181 | 0.912 | 0.29 | 0.25 | 0.154 | 0.981 | |
| S20DC50 | 11.9 ± 38.8 | −0.084 | 0.671 | 0.17 | 0.11 | 0.100 | 0.987 | |
| S20DC100 | 5.9 ± 9.0 | −0.171 | 0.902 | 0.26 | 0.17 | 0.258 | 0.948 | |
| 40 °C | S10DC50 | 3.1 ± 2.5 | −0.320 | 0.740 | 0.34 | 0.22 | 0.299 | 0.956 |
| S10DC100 | 3.0 ± 2.0 | −0.331 | 0.807 | 0.37 | 0.28 | 0.166 | 0.987 | |
| S15DC50 | 4.5 ± 3.9 | −0.221 | 0.709 | 0.28 | 0.28 | 0.123 | 0.986 | |
| S15DC100 | 4.4 ± 4.0 | −0.226 | 0.686 | 0.28 | 0.22 | 0.151 | 0.981 | |
| S20DC50 | 6.5 ± 8.2 | −0.154 | 0.532 | 0.20 | 0.19 | 0.102 | 0.986 | |
| S20DC100 | 4.6 ± 5.0 | −0.219 | 0.600 | 0.24 | 0.13 | 0.213 | 0.963 | |
| 60 °C | S10DC50 | 2.3 ± 2.8 | −0.432 | 0.555 | 0.58 | 0.53 | 0.187 | 0.992 |
| S10DC100 | 2.4 ± 3.1 | −0.409 | 0.529 | 0.59 | 0.53 | 0.168 | 0.994 | |
| S15DC50 | 2.3 ± 2.2 | −0.442 | 0.660 | 0.61 | 0.65 | 0.191 | 0.991 | |
| S15DC100 | 2.3 ± 2.3 | −0.435 | 0.642 | 0.62 | 0.59 | 0.211 | 0.991 | |
| S20DC50 | 2.0 ± 1.2 | −0.499 | 0.845 | 0.62 | 0.70 | 0.194 | 0.991 | |
| S20DC100 | 2.1 ± 1.3 | −0.485 | 0.819 | 0.60 | 0.58 | 0.166 | 0.994 | |
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Cho, B.-S.; Mok, J.H.; Choi, S.; Kim, M.; Yang, J.-Y.; Kim, E. Simulation and Experimental Study of Moderate Electric Field (MEF) Effects on Inactivation of Listeria monocytogenes and Vibrio parahaemolyticus in Surimi Paste. Foods 2026, 15, 1670. https://doi.org/10.3390/foods15101670
Cho B-S, Mok JH, Choi S, Kim M, Yang J-Y, Kim E. Simulation and Experimental Study of Moderate Electric Field (MEF) Effects on Inactivation of Listeria monocytogenes and Vibrio parahaemolyticus in Surimi Paste. Foods. 2026; 15(10):1670. https://doi.org/10.3390/foods15101670
Chicago/Turabian StyleCho, Beom-Su, Jin Hong Mok, Seohyeon Choi, Minji Kim, Ji-Young Yang, and Eunsoo Kim. 2026. "Simulation and Experimental Study of Moderate Electric Field (MEF) Effects on Inactivation of Listeria monocytogenes and Vibrio parahaemolyticus in Surimi Paste" Foods 15, no. 10: 1670. https://doi.org/10.3390/foods15101670
APA StyleCho, B.-S., Mok, J. H., Choi, S., Kim, M., Yang, J.-Y., & Kim, E. (2026). Simulation and Experimental Study of Moderate Electric Field (MEF) Effects on Inactivation of Listeria monocytogenes and Vibrio parahaemolyticus in Surimi Paste. Foods, 15(10), 1670. https://doi.org/10.3390/foods15101670






