Nanoparticle Deposition onto Biofilms
J.K. Miller, R. Neubig
Dr. C.B. Clemons, Dr. K.L. Kreider, Dr. J.P. Wilber, and Dr. G.W. Young
Dr. Y.H. Yun, Dr. A. Milsted, Dr. H.T. Badawy, Dr. M.J. Panzner, Dr. W.J. Youngs, Dr. C.L. Cannon
We develop a mathematical model of nanoparticles depositing onto and penetrating into a biofilm grown in a parallel-plate flow cell. We carry out deposition experiments in a flow cell to support the modeling. The modeling and the experiments are motivated by the potential use of polymer nanoparticles as part of treatment strategy for killing biofilms infecting the deep passages in the lungs. In the experiments and model, a fluid carrying polymer nanoparticles is injected into a parallel-plate flow cell in which a biofilm has grown over the bottom plate. The model consists of a system of transport equations describing the deposition and diffusion of nanoparticles. Standard asymptotic techniques that exploit the aspect ratio of the flow cell are applied to reduce the model to two coupled partial differential equations. We then perform numerical simulations using the reduced model. We compare the experimental observations with the simulation results to estimate the nanoparticle sticking coefficient and the diffusion coefficient of the nanoparticles in the biofilm. The distributions of nanoparticles through the thickness of the biofilm are consistent with diffusive transport, and uniform distributions through the thickness are achieved in about four hours. Nanoparticle deposition does not appear to be strongly influenced by the flow rate in the cell for the low flow rates (ml/hour) considered. Quantitative comparison of experimental observations with model predictions is used to establish the magnitude of a nanoparticle sticking coefficient and diffusion coefficient needed by the model.