Antibacterial Activity of Phenyllactic acid Against Staphylococcus Epidermidis and Its Microbial Production: Modelling and Optimization-Based Analysis
Abstract
Phenyllactic acid (PLA), an organic acid with extensive antimicrobial activity, is considered as a promising natural preservative to replace chemical preservatives. In order to study the inhibitory pattern of PLA, this paper established a novel mathematical model for the growth of Staphylococcus epidermidis under PLA inhibition. The simulated results showed that the relationship between the antimicrobial activity of PLA against S. epidermidis and its concentration was suitable to be represented by an exponential function. Based on the proposed model, the minimum inhibitory concentration (MIC) and the minimum bactericidal concentration (MBC) of PLA against S. epidermidis were evaluated. The computed results were found to match experimental data. The MBC value was found to be independent of the initial biomass of S. epidermidis from both the simulated results and experimental data, revealing that PLA was not consumed while killing the bacteria. Another kinetic model was established to describe the production of PLA by the engineered Escherichia coli. This model was then used to calculate the minimum biomass of E. coli to produce the MBC of PLA. The proposed models help to understand the inhibitory pattern of PLA, serving as a theoretical guide for the selection an appropriate strain to improve the product shelf-life.
Acknowledgements
This work was partially supported by the National Natural Science Foundation of China (Funder Id: http://dx.doi.org/10.13039/501100001809, Grant No. 11671335,21807011), Natural Science Foundation of Fujian Province (Funder Id: http://dx.doi.org/10.13039/501100003392, Grant No. 2018J01657,2018J01673) and the Cultivation Project of Distinguished Young Scientists in Fujian Universities and Colleges.
Contributions: Yuxian Chen and Jianxiong Ye contributed equally.
References
Mu, W., S. Yu, L. Zhu, T. Zhang, and B. Jiang. 2012. “Recent Research on 3-Phenyllactic Acid, a Broad-Spectrum Antimicrobial Compound.” Applied Microbiology and Biotechnology 95: 1155–63.10.1007/s00253-012-4269-8Suche in Google Scholar
Lavermicocca, P., F. Valerio, and A. Visconti. 2003. “Antifungal Activity of Phenyllactic Acid Against Molds Isolated from Bakery Products.” Applied and Environmental Microbiology 69: 634–40.10.1128/AEM.69.1.634-640.2003Suche in Google Scholar
Ning, Y., A. Yan, K. Yang, et al., 2017. “Antibacterial Activity of Phenyllactic Acid Against Listeria Monocytogenes and Escherichia Coli by Dual Mechanisms.” Food Chemistry 228: 533–40.10.1016/j.foodchem.2017.01.112Suche in Google Scholar
Li, X., Y. Ning, D. Liu, A. Yan, Z. Wang, S. Wang, M. Miao, H. Zhu, and Y. Jia. 2015. “Metabolic Mechanism of Phenyllactic Acid Naturally Occurring in Chinese Pickles.” Food Chemistry 186: 265–70.10.1016/j.foodchem.2015.01.145Suche in Google Scholar
Liu, F., F. Wang, L. Du, et al. 2018. “Antibacterial and Antibiofilm Activity of Phenyllactic Acid Against Enterobacter Cloacae.” Food Control 84: 442–48.10.1016/j.foodcont.2017.09.004Suche in Google Scholar
Sorrentino, E., P. Tremonte, M. Succi, et al. 2018. “Detection of Antilisterial Activity of 3-Phenyllactic Acid Using Listeria Innocua as a Model.” Frontiers in Microbiology 9: 1373.10.3389/fmicb.2018.01373Suche in Google Scholar
Dieuleveux, V., S. Lemarinier, and M. Gueguen. 1998. “Antimicrobial Spectrum and Target Site of D-3-Phenyllactic Acid.” International Journal of Food Microbiology 40: 177–83.10.1016/S0168-1605(98)00031-2Suche in Google Scholar
Sivakumar, A., T. Srinivasaraghavan, T. Swaminathan, and A. Baradarajan. 1994. “Extended Monod Kinetics for Substrate Inhibited Systems.” Bioprocess Engineering 11 (5): 185–88.10.1007/BF00369628Suche in Google Scholar
Luong, J. H. T. 1987. “Generalization of Monod Kinetics for Analysis of Growth Data with Substrate Inhibition.” Biotechnology and Bioengineering 29 (2): 242–48.10.1002/bit.260290215Suche in Google Scholar
Zeng, A. P., and W. D. Deckwer. 1995. “A Kinetic Model for Substrate and Energy Consumption of Microbial Growth Under Substrate-Sufficient Conditions.” Biotechnology Progress 11: 71–79.10.1021/bp00031a010Suche in Google Scholar
Abunde, N. F., N. Asiedu, and A. Addo. 2017. “Dynamics of Inhibition Patterns During Fermentation Processes-Zea Mays and Sorghum Bicolor Case Study.” International Journal of Industrial Chemistry 8 (1): 91–99.10.1007/s40090-016-0105-9Suche in Google Scholar
Szczuka, E., L. Jablonska, and A. Kaznowski. 2017. “Effect of Subinhibitory Concentrations of Tigecycline and Ciprofloxacin on the Expression of Biofilm-Associated Genes and Biofilm Structure of Staphylococcus Epidermidis.” Microbiology-SGM 163: 712–18.10.1099/mic.0.000453Suche in Google Scholar
Wang, P. C., X. W. Yang, B. X. Lin, et al. 2017. “Cofactor Self-Sufficient Whole-Cell Biocatalysts for the Production of 2-Phenylethanol.” Metabolic Engineering 44: 143–49.10.1016/j.ymben.2017.09.013Suche in Google Scholar
Wang, F., M. M. Shi, and H. C. Gao. 2017. “Loss of OxyR Reduces Efficacy of Oxygen Respiration in Shewanella Oneidensis.” Scientific Reports. DOI: 10.1038/srep42609.Suche in Google Scholar
Eva, B.-C., H. David, G. Attila, and R. B. Julio. 2016. “AMIGO2, a Toolbox for Dynamic Modeling, Optimization and Control in Systems Biology.” Bioinformatics 32 (21): 3357–59.10.1093/bioinformatics/btw411Suche in Google Scholar
Ryan, L. A., B. F. Dal, E. K. Arendt, and P. Koehler, 2009. “Detection and Quantitation of 2,5-Diketopiperazines in Wheat Sourdough and Bread.” Journal of Agricultural and Food Chemistry 57 (20): 9563–68.10.1021/jf902033vSuche in Google Scholar
Vermeulen, N., M. G. Ganzle, and R. F. Vogel. 2006. “Influence of Peptide Supply and Cosubstrates on Phenylalanine Metabolism of Lactobacillus Sanfranciscensis DSM20451(T) and Lactobacillus Plantarum TMW1.468.” Journal of Agricultural and Food Chemistry 54 (11): 3832–39.10.1021/jf052733eSuche in Google Scholar
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- Experimental Study on Bubble Size Distribution in Gas-Liquid Reversed Jet Loop Reactor
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- A New Robust Approach for Reactor Network Synthesis by Combination of Mathematical Method and NSGAII
- Experimental Evaluation of Biomass Medium-Temperature Gasification with Rice Straw as the Fuel in a Bubbling Fluidized Bed Gasifier
- Effect of Catalyst (de)activation on Reagent Diffusion in ZSM-5/alumina Extruded Pellet for the Methanol-to-hydrocarbons Conversion
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