Visualization of Tethered Particle Motion with a Multidimensional Simulation

Khovesh A. Ramdin, M. Hackl, S. Chundawat
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Abstract

The analysis of particles bound to surfaces by tethers can facilitate understanding of biophysical phenomena (e.g., DNA–protein or protein–ligand interactions and DNA extensibility). Modeling such systems theoretically aids in understanding experimentally observed motions, and the limitations of such models can provide insight into modeling complex systems. The simulation of tethered particle motion (TPM) allows for analysis of complex behaviors exhibited by such systems; however, this type of experiment is rarely taught in undergraduate science classes. We have developed a MATLAB simulation package intended to be used in academic contexts to concisely model and graphically represent the behavior of different tether–particle systems. We show how analysis of the simulation results can be used in biophysical research using single-molecule force spectroscopy (SMFS). Students in physics, engineering, and chemistry will be able to make connections with principles embedded in the field of study and understand how those principles can be used to create meaningful conclusions in a multidisciplinary context. The simulation package can model any given tether–particle system and allows the user to generate a parameter space with static and dynamic model components. Our simulation was successfully able to recreate generally observed experimental trends by using acoustic force spectroscopy (AFS). Further, the simulation was validated through consideration of the conservation of energy of the tether–bead system, trend analyses, and comparison of particle positional data from actual TPM in silico experiments conducted to simulate data with a parameter space similar to the AFS experimental setup. Overall, our TPM simulator and graphical user interface is primarily for demonstrating behaviors characteristic to TPM in a classroom setting but can serve as a template for researchers to set up TPM simulations to mimic a specific SMFS experimental setup.
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利用多维模拟实现系留粒子运动的可视化
对通过系链结合到表面的粒子进行分析有助于理解生物物理现象(如 DNA 与蛋白质或蛋白质与配体之间的相互作用以及 DNA 的延伸性)。对这类系统进行理论建模有助于理解实验观察到的运动,而这类模型的局限性也能为复杂系统的建模提供启示。通过模拟系留粒子运动(TPM),可以分析此类系统表现出的复杂行为;然而,这种类型的实验很少在本科科学课上讲授。我们开发了一个 MATLAB 仿真软件包,用于在学术环境中对不同系留粒子系统的行为进行简明建模和图形表示。我们展示了如何利用单分子力谱(SMFS)将模拟结果分析用于生物物理研究。物理学、工程学和化学专业的学生将能够与研究领域中的原理建立联系,并了解如何利用这些原理在多学科背景下得出有意义的结论。该模拟软件包可以模拟任何给定的系绳-粒子系统,并允许用户生成一个包含静态和动态模型组件的参数空间。我们的模拟利用声学力谱(AFS)成功地再现了普遍观察到的实验趋势。此外,我们还考虑了系留珠系统的能量守恒、趋势分析,并与实际 TPM 硅学实验中的粒子位置数据进行了比较,以模拟参数空间与 AFS 实验装置相似的数据,从而验证了模拟的有效性。总之,我们的 TPM 模拟器和图形用户界面主要用于在课堂上演示 TPM 的特征行为,但也可作为研究人员设置 TPM 模拟的模板,以模仿特定的 SMFS 实验装置。
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