Department of Physical, Chemical and Natural Systems, Universidad Pablo de Olavide, 41013, Sevilla, Spain.
Centro Andaluz de Biología del Desarrollo, (Universidad Pablo de Olavide, Consejo Superior de Investigaciones Científicas and Junta de Andalucía), Sevilla, Spain.
Sci Rep. 2018 Mar 28;8(1):5340. doi: 10.1038/s41598-018-23524-x.
Most bacteria form organized sessile communities, known as biofilms. Their ubiquity and relevance have stimulated the development of efficient mathematical models able to predict biofilm evolution and characteristics at different conditions. Here we present a study of the early stages of bacterial biofilm formation modeled by means of individual cell-based computer simulation. Simulation showed that clusters with different degrees of internal and orientational order were formed as a function of the aspect ratio of the individual particles and the relation between the diffusion and growth rates. Analysis of microscope images of early biofilm formation by the Gram-negative bacterium Pseudomonas putida at varying diffusion rates revealed a good qualitative agreement with the simulation results. Our model is a good predictor of microcolony morphology during early biofilm development, showing that the competition between diffusion and growth rates is a key aspect in the formation of stable biofilm microcolonies.
大多数细菌形成有组织的固定群落,称为生物膜。它们的普遍性和相关性激发了高效的数学模型的发展,这些模型能够预测不同条件下生物膜的演变和特征。在这里,我们通过基于单个细胞的计算机模拟研究了细菌生物膜形成的早期阶段。模拟表明,作为个体颗粒的纵横比和扩散率与生长速率之间关系的函数,形成了具有不同程度内部和取向有序性的簇。对革兰氏阴性菌铜绿假单胞菌在不同扩散速率下早期生物膜形成的显微镜图像的分析与模拟结果具有良好的定性一致性。我们的模型是早期生物膜发展过程中微菌落形态的良好预测器,表明扩散率与生长速率之间的竞争是形成稳定生物膜微菌落的关键方面。