Vincent Julien, Tenore Alberto, Mattei Maria Rosaria, Frunzo Luigi
Department of Mathematics and Applications "Renato Caccioppoli", University of Naples Federico II, Via Cintia 26, 80126, Monte S. Angelo, Naples, Italy.
Microbial Ecology Laboratory, University of Galway, University Road, Galway, H91 TK33, Ireland.
Bull Math Biol. 2024 Apr 25;86(6):63. doi: 10.1007/s11538-024-01289-x.
In this study, we present a mathematical model for plasmid spread in a growing biofilm, formulated as a nonlocal system of partial differential equations in a 1-D free boundary domain. Plasmids are mobile genetic elements able to transfer to different phylotypes, posing a global health problem when they carry antibiotic resistance factors. We model gene transfer regulation influenced by nearby potential receptors to account for recipient-sensing. We also introduce a promotion function to account for trace metal effects on conjugation, based on literature data. The model qualitatively matches experimental results, showing that contaminants like toxic metals and antibiotics promote plasmid persistence by favoring plasmid carriers and stimulating conjugation. Even at higher contaminant concentrations inhibiting conjugation, plasmid spread persists by strongly inhibiting plasmid-free cells. The model also replicates higher plasmid density in biofilm's most active regions.
在本研究中,我们提出了一个用于描述质粒在生长中的生物膜中传播的数学模型,该模型被表述为一维自由边界域中的非局部偏微分方程组。质粒是能够转移到不同菌型的可移动遗传元件,当它们携带抗生素抗性因子时会引发全球健康问题。我们对受附近潜在受体影响的基因转移调控进行建模,以考虑受体感应。我们还根据文献数据引入了一个促进函数,以说明微量金属对接合作用的影响。该模型在定性上与实验结果相符,表明有毒金属和抗生素等污染物通过有利于质粒载体和刺激接合作用来促进质粒的持久性。即使在较高的污染物浓度下抑制接合作用,质粒的传播仍会通过强烈抑制无质粒细胞而持续存在。该模型还再现了生物膜最活跃区域中较高的质粒密度。