School of Mechanical Engineering, University of Science and Technology Beijing, Beijing 100083, China.
School of Mechanical Engineering, University of Science and Technology Beijing, Beijing 100083, China; School of Engineering and Applied Sciences, Harvard University, Cambridge, MA 02138, USA.
Comput Biol Chem. 2022 Apr;97:107632. doi: 10.1016/j.compbiolchem.2022.107632. Epub 2022 Jan 15.
The formation of bacterial biofilms is due to the bacteria adhering to the contact surface, secreting exopolysaccharide (EPS) and proteins, which make a large number of bacteria aggregate to form communities. In our experiments, we find that biofilms can heal after being destroyed like cut. To understand how biofilms self-heal, we use a diffusion-reaction continuum model to simulate the biofilm self-healing process, by using the extended finite element and level set method through MATLAB. The extended finite element method is used to calculate the diffusion of nutrients and the pressure field in the biofilm during the self-healing process, and the level set method is used to track the biofilm edge expansion and the cutting edge healing. The result can well describe the experimental observation, we find that the cut in the young biofilm heals almost completely, while old biofilms heal only at the edge. According to the phenotype observation, we find that matrix producing cells contribute to the biofilm self-healing, matrix producing cells secrete exopolysaccharide causing the difference of macromolecular substances' concentration in the biofilm and the agar substrate, which results in osmotic pressure promoting the transport of nutrients and leads to cut healing. Our simulation demonstrates that the nutrient concentration and the osmotic pressure are confinements for the biofilm healing.
细菌生物膜的形成是由于细菌附着在接触表面上,分泌胞外多糖(EPS)和蛋白质,使大量细菌聚集形成群落。在我们的实验中,我们发现生物膜可以像被切割一样在被破坏后自我修复。为了了解生物膜如何自我修复,我们使用扩散-反应连续体模型通过 MATLAB 中的扩展有限元和水平集方法来模拟生物膜自我修复过程。扩展有限元方法用于计算生物膜在自我修复过程中的营养物质扩散和压力场,而水平集方法用于跟踪生物膜边缘扩展和切割边缘愈合。结果可以很好地描述实验观察结果,我们发现年轻生物膜的切口几乎完全愈合,而旧生物膜仅在边缘愈合。根据表型观察,我们发现基质产生细胞有助于生物膜的自我修复,基质产生细胞分泌胞外多糖导致生物膜和琼脂基质中大分子物质浓度的差异,从而导致渗透压促进营养物质的运输,导致切口愈合。我们的模拟表明,营养物质浓度和渗透压是生物膜愈合的限制因素。