Zhuang Jiang, Park Byung-Wook, Sitti Metin
Physical Intelligence Department Max Planck Institute for Intelligent Systems 70569 Stuttgart Germany.
Department of Mechanical Engineering Carnegie Mellon University Pittsburgh PA 15213 USA.
Adv Sci (Weinh). 2017 May 24;4(9):1700109. doi: 10.1002/advs.201700109. eCollection 2017 Sep.
Despite the large body of experimental work recently on biohybrid microsystems, few studies have focused on theoretical modeling of such systems, which is essential to understand their underlying functioning mechanisms and hence design them optimally for a given application task. Therefore, this study focuses on developing a mathematical model to describe the 3D motion and chemotaxis of a type of widely studied biohybrid microswimmer, where spherical microbeads are driven by multiple attached bacteria. The model is developed based on the biophysical observations of the experimental system and is validated by comparing the model simulation with experimental 3D swimming trajectories and other motility characteristics, including mean squared displacement, speed, diffusivity, and turn angle. The chemotaxis modeling results of the microswimmers also agree well with the experiments, where a collective chemotactic behavior among multiple bacteria is observed. The simulation result implies that such collective chemotaxis behavior is due to a synchronized signaling pathway across the bacteria attached to the same microswimmer. Furthermore, the dependencies of the motility and chemotaxis of the microswimmers on certain system parameters, such as the chemoattractant concentration gradient, swimmer body size, and number of attached bacteria, toward an optimized design of such biohybrid system are studied. The optimized microswimmers would be used in targeted cargo, e.g., drug, imaging agent, gene, and RNA, transport and delivery inside the stagnant or low-velocity fluids of the human body as one of their potential biomedical applications.
尽管最近关于生物杂交微系统的实验工作很多,但很少有研究关注此类系统的理论建模,而这对于理解其潜在的功能机制并因此针对给定的应用任务进行优化设计至关重要。因此,本研究专注于开发一个数学模型,以描述一种广泛研究的生物杂交微游动体的三维运动和趋化性,其中球形微珠由多个附着的细菌驱动。该模型是基于对实验系统的生物物理观察而开发的,并通过将模型模拟与实验三维游动轨迹以及其他运动特性(包括均方位移、速度、扩散系数和转弯角度)进行比较来验证。微游动体的趋化性建模结果也与实验结果吻合良好,实验中观察到多个细菌之间的集体趋化行为。模拟结果表明,这种集体趋化行为是由于附着在同一微游动体上的细菌之间同步的信号通路所致。此外,还研究了微游动体的运动性和趋化性对某些系统参数(如化学引诱剂浓度梯度、游动体尺寸和附着细菌数量)的依赖性,以实现此类生物杂交系统的优化设计。优化后的微游动体将作为其潜在的生物医学应用之一,用于在人体停滞或低速流体中靶向运输和递送货物,例如药物、成像剂、基因和RNA。