Computational Design of Complex Multi-Scale Systems: Design of Synthetic Muscle with Shape Grammars and Agent-Based Search

该奖项的研究目标是探索复杂多尺度系统的计算设计，重点是通过在纳米级设计肌球蛋白（分子马达）和肌球蛋白-肌动蛋白网络，在宏观层面上进行合成肌肉的分层设计。通过5级层次，肌球蛋白是多尺度宏观结构肌肉系统中的主要力分量。本研究使用了一种新的计算方法，该方法将多层次，多尺度基于代理的搜索与肌球蛋白的形状语法表示相结合，以配置新的肌球蛋白-肌动蛋白丝设计和具有所需宏观功能特性的潜在新生物材料（合成肌肉）。预计通过在最低尺度下组合不同类型的肌球蛋白，将出现独特的宏观肌肉特性，并且可以基于计算探索来识别潜在的新蛋白质发现。如果成功的话，这项研究将使设计能够跨越从纳米到宏观的尺度，同时适应生物组装系统中产生的紧急行为的复杂性。同样，使用计算机在这些尺度上有效和快速地搜索有意义的设计，将比目前通过湿实验室进行的探索更深入，并有可能发现自然界中存在或可能产生的新蛋白质。所创建的计算工具可能会导致具有重要生物医学特性的新纳米材料-可能会导致来自肌球蛋白和肌动蛋白或新蛋白质发现的不同组合的非直观创新设计。

The research objective of this award is to explore the computational design of complex multi-scale systems, with a focus on the hierarchical design of synthetic muscles at the macro level via design of myosin (a molecular motor) and myosin-actin networks at the nanoscale level. Through a 5-level hierarchy, myosin is the major force component in a multi-scale macro structural muscle system. This research uses a novel computational method that combines multi-level, multi-scale agent-based search with shape grammar representations of myosin to configure new myosin-actin filament designs and potential new biomaterials (synthetic muscle) with desired macro-level functional properties. It is anticipated that through combinations of different types of myosin at the lowest scale, unique macro muscle properties will emerge, and potentially new protein discoveries can be identified based on computational exploration. If successful, this research will enable design across scales from nano to macro while adapting to the complexity of the resulting emergent behavior in a biologically assembled system. As well, the use of computers to effectively and rapidly search across these scales for meaningful designs will enable greater exploration than is currently available through the wet lab, and the potential for discovery of new proteins that exist or could potentially be made in nature. The created computational tool may lead to new nanomaterials with important biomedical properties - non-intuitive innovative designs from different combinations of myosin and actin or new protein discoveries may result.