From biochemical reaction networks to 3D dynamics in the cell: The ZigCell3D modeling, simulation and visualisation framework

P. D. H. Ciechomski, Michael Klann, R. Mange, H. Koeppl
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引用次数: 13

Abstract

Systems-oriented research accelerates our understanding of biological processes and helps in identifying novel drug candidates. However, development of good models and our intuition is hampered by the biological complexity. To be able to see how candidate models evolve in front of the user in an interactive virtual 3D cell at various zoom levels, therefore is a crucial aspect and a challenging problem. The motivation for creating the ZigCell3D software, is thus a holistic view ranging from being able to change model parameters, see how they affect 3D versions of the cell at molecular levels, while at the same time being able to verify the simulated model against a real experimental fluorescence microscopy image. ZigCell3D is a virtual 3D whiteboard approach to chemical reaction modelling. It aims to provide a realtime interactive environment, where complex biophysics research is turned into a creative and game-like 3D environment. The complete system entails modelling, simulation and visualisation as part of a unified framework. The core visualisation is based on a multi-core parallel C/C++ ray tracing engine, that builds a complete 3D iso-surface model of the cell, its organelles and molecules down to the atomic level using PDB files. The simulator itself is based on coarse-grained Brownian motion of the individual molecules, which is visualised in detail in a tightly coupled manner. Using a virtual fluorescence microscope the virtual simulation environment can be benchmarked against real life experimental data.
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从生物化学反应网络到细胞中的3D动力学:ZigCell3D建模,仿真和可视化框架
面向系统的研究加速了我们对生物过程的理解,并有助于确定新的候选药物。然而,良好模型的发展和我们的直觉受到生物复杂性的阻碍。因此,能够在各种缩放级别的交互式虚拟3D单元中看到候选模型如何在用户面前演变,是一个至关重要的方面和一个具有挑战性的问题。创建ZigCell3D软件的动机,因此是一个整体的观点,从能够改变模型参数,看看他们如何影响细胞的分子水平的3D版本,而在同一时间能够验证模拟模型对真实的实验荧光显微镜图像。ZigCell3D是一种用于化学反应建模的虚拟3D白板方法。它旨在提供一个实时的互动环境,在这里复杂的生物物理学研究变成了一个创造性的和游戏般的3D环境。完整的系统需要建模,仿真和可视化作为统一框架的一部分。核心可视化基于多核并行C/ c++光线追踪引擎,该引擎使用PDB文件构建细胞、细胞器和分子的完整3D等表面模型,直至原子水平。模拟器本身基于单个分子的粗粒度布朗运动,以紧密耦合的方式详细可视化。利用虚拟荧光显微镜,虚拟模拟环境可以与现实生活中的实验数据进行基准测试。
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