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纳米颗粒在空间异质生物膜环境中的异常扩散。

Anomalous diffusion of nanoparticles in the spatially heterogeneous biofilm environment.

作者信息

Coppens Bart, Belpaire Tom E R, Pešek Jiří, Steenackers Hans P, Ramon Herman, Smeets Bart

机构信息

Division of Mechatronics, Biostatistics, and Sensors, KU Leuven, 3001 Leuven, Belgium.

Team SIMBIOTX, Inria Saclay, 91120 Palaiseau, France.

出版信息

iScience. 2023 May 13;26(6):106861. doi: 10.1016/j.isci.2023.106861. eCollection 2023 Jun 16.

Abstract

Biofilms contain extracellular polymeric substances (EPS) that provide structural support and restrict penetration of antimicrobial treatment. To overcome limited penetration, functionalized nanoparticles (NPs) have been suggested as carriers for antimicrobial delivery. Using microscopy, we evaluate the diffusion of nanoparticles in function of the structure of Salmonella biofilms. We observe anomalous diffusion and heterogeneous mobility of NPs resulting in distinct NPs distribution that depended on biofilm structure. Through Brownian dynamics modeling with spatially varying viscosity around bacteria, we demonstrated that spatial gradients in diffusivity generate viscous sinks that trap NPs near bacteria. This model replicates the characteristic diffusion signature and vertical distribution of NPs in the biofilm. From a treatment perspective, our work indicates that both biofilm structure and the level of EPS can impact NP drug delivery, where low levels of EPS might benefit delivery by immobilizing NPs closer to bacteria and higher levels hamper delivery due to shielding effects.

摘要

生物膜含有细胞外聚合物(EPS),这些聚合物提供结构支持并限制抗菌治疗的渗透。为了克服有限的渗透性,功能化纳米颗粒(NPs)已被提议作为抗菌药物递送的载体。我们使用显微镜评估纳米颗粒在沙门氏菌生物膜结构中的扩散情况。我们观察到纳米颗粒的异常扩散和异质迁移,导致了取决于生物膜结构的独特纳米颗粒分布。通过在细菌周围具有空间变化粘度的布朗动力学建模,我们证明扩散率的空间梯度会产生粘性阱,将纳米颗粒捕获在细菌附近。该模型复制了生物膜中纳米颗粒的特征扩散特征和垂直分布。从治疗角度来看,我们的工作表明生物膜结构和EPS水平都会影响纳米颗粒药物递送,其中低水平的EPS可能通过将纳米颗粒固定在更靠近细菌的位置而有利于递送,而高水平的EPS则由于屏蔽效应而阻碍递送。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/1093/10227381/802f65f3e383/fx1.jpg

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