VAPLI: Novel Visual Abstraction for Protein-Lipid Interactions

Naif Alharbi, M. Krone, M. Chavent, R. Laramee
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引用次数: 3

Abstract

Molecular visualization of molecular dynamics data commonly uses representative surfaces of varying resolution to depict protein molecules while a variety of geometric shapes, from lines to spheres, are often used to represent atoms and inter-atomic bonds. In general, the aim of molecular visualization is focused on efficiently rendering atoms or molecules themselves, while the interaction space between them is less explored. Furthermore, with naive approaches rendering every molecule, the particles overlap so that significant interaction details are obscured due to clutter. Contrary to common approaches, our work focuses on the interaction between lipids and proteins and the area in which this occurs, the - lipid - membrane. To do so, we introduce a novel abstract interaction space for Protein-Lipid Interaction (PLI). The cylindrical abstraction simplifies perception and computation of PLI. It does so by using a local projection of PLI onto a cylindrical geometry. This also addresses the challenge of visualizing complex, time-dependent interactions between these molecules. We propose a fast GPU-based implementation that maps lipid-constituents involved in the interaction onto the abstract protein interaction space. The tool provides interactive rendering of PLI for 336,260 particles over almost 2,000 time-steps. The result is a great simplification of this complex Protein-Lipid Interaction leading to both better perception and new insight for computational biologists.
VAPLI:蛋白质-脂质相互作用的新型视觉抽象
分子动力学数据的分子可视化通常使用不同分辨率的代表性表面来描绘蛋白质分子,而各种几何形状,从线条到球体,通常用于表示原子和原子间键。一般来说,分子可视化的目标集中在有效地呈现原子或分子本身,而对它们之间的相互作用空间的探索较少。此外,用幼稚的方法绘制每个分子,粒子重叠,使重要的相互作用细节由于杂乱而模糊不清。与通常的方法相反,我们的工作集中在脂质和蛋白质之间的相互作用以及发生这种作用的区域-脂质膜。为此,我们为蛋白质-脂质相互作用(PLI)引入了一个新的抽象相互作用空间。圆柱形抽象简化了PLI的感知和计算。它通过使用PLI在圆柱形几何上的局部投影来实现。这也解决了可视化这些分子之间复杂的、随时间变化的相互作用的挑战。我们提出了一种基于gpu的快速实现,将参与相互作用的脂质成分映射到抽象的蛋白质相互作用空间。该工具提供了336,260个粒子在近2,000个时间步长的PLI交互式渲染。结果是这种复杂的蛋白质-脂质相互作用的极大简化,从而为计算生物学家带来更好的感知和新的见解。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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