Center for Computational Biology, Flatiron Institute, New York, United States.
Department of Physics, University of Colorado Boulder, Boulder, United States.
Elife. 2022 May 26;11:e74160. doi: 10.7554/eLife.74160.
The cytoskeleton - a collection of polymeric filaments, molecular motors, and crosslinkers - is a foundational example of active matter, and in the cell assembles into organelles that guide basic biological functions. Simulation of cytoskeletal assemblies is an important tool for modeling cellular processes and understanding their surprising material properties. Here, we present (a Living Ensemble Simulator), a novel computational framework designed to surmount the limits of conventional simulation methods. We model molecular motors with crosslinking kinetics that adhere to a thermodynamic energy landscape, and integrate the system dynamics while efficiently and stably enforcing hard-body repulsion between filaments. Molecular potentials are entirely avoided in imposing steric constraints. Utilizing parallel computing, we simulate tens to hundreds of thousands of cytoskeletal filaments and crosslinking motors, recapitulating emergent phenomena such as bundle formation and buckling. This simulation framework can help elucidate how motor type, thermal fluctuations, internal stresses, and confinement determine the evolution of cytoskeletal active matter.
细胞骨架——由聚合丝、分子马达和交联剂组成的集合体——是活性物质的一个基本范例,在细胞中组装成细胞器,指导基本的生物功能。细胞骨架组装的模拟是对细胞过程建模和理解其惊人的材料特性的重要工具。在这里,我们提出了 (一种活体集合模拟器),这是一种新颖的计算框架,旨在克服传统模拟方法的限制。我们用交联动力学来模拟分子马达,该动力学符合热力学能量景观,并在有效地和稳定地在纤维之间施加硬性排斥时整合系统动力学。在施加空间限制时完全避免了分子势能。利用并行计算,我们模拟了数以万计的细胞骨架丝和交联马达,再现了束形成和弯曲等突发现象。这个模拟框架可以帮助阐明马达类型、热波动、内部应力和限制如何决定细胞骨架活性物质的演变。