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WEDAP:用于简化分子模拟数据绘图的 Python 包。

WEDAP: A Python Package for Streamlined Plotting of Molecular Simulation Data.

机构信息

Molecular Biophysics and Structural Biology Graduate Program, University of Pittsburgh and Carnegie Mellon University, Pittsburgh, Pennsylvania 15260, United States.

Department of Structural Biology, University of Pittsburgh School of Medicine, Pittsburgh, Pennsylvania 15260, United States.

出版信息

J Chem Inf Model. 2024 Aug 12;64(15):5749-5755. doi: 10.1021/acs.jcim.4c00867. Epub 2024 Jul 16.

Abstract

Given the growing interest in path sampling methods for extending the time scales of molecular dynamics (MD) simulations, there has been great interest in software tools that streamline the generation of plots for monitoring the progress of large-scale simulations. Here, we present the WEDAP Python package for simplifying the analysis of data generated from either conventional MD simulations or the weighted ensemble (WE) path sampling method, as implemented in the widely used WESTPA software package. WEDAP facilitates (i) the parsing of WE simulation data stored in highly compressed, hierarchical HDF5 files and (ii) incorporates trajectory weights from WE simulations into all generated plots. Our Python package consists of multiple user-friendly interfaces: a command-line interface, a graphical user interface, and a Python application programming interface. We demonstrate the plotting features of WEDAP through a series of examples using data from WE and conventional MD simulations that focus on the HIV-1 capsid protein's C-terminal domain dimer as a showcase system. The source code for WEDAP is freely available on GitHub at https://github.com/chonglab-pitt/wedap.

摘要

鉴于人们对路径采样方法在扩展分子动力学 (MD) 模拟时间尺度方面的兴趣日益浓厚,因此人们非常关注能够简化大规模模拟进度监测图生成的软件工具。在这里,我们介绍了 WEDAP Python 包,用于简化从常规 MD 模拟或加权集合 (WE) 路径采样方法生成的数据的分析,这些方法在广泛使用的 WESTPA 软件包中实现。WEDAP 简化了 (i) 存储在高度压缩的分层 HDF5 文件中的 WE 模拟数据的解析,以及 (ii) 将 WE 模拟中的轨迹权重合并到所有生成的图中。我们的 Python 包由多个用户友好的接口组成:命令行接口、图形用户界面和 Python 应用程序编程接口。我们通过使用来自 WE 和常规 MD 模拟的数据的一系列示例演示了 WEDAP 的绘图功能,这些示例以 HIV-1 衣壳蛋白的 C 末端结构域二聚体作为展示系统。WEDAP 的源代码可在 GitHub 上免费获得,网址为 https://github.com/chonglab-pitt/wedap。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/6d12/11323263/e4754ca430a3/ci4c00867_0001.jpg

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