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一种用于通过US-align快速准确比较蛋白质和核酸结构的图形化及命令行协议。

A graphic and command line protocol for quick and accurate comparisons of protein and nucleic acid structures with US-align.

作者信息

Zhang Chengxin, Freddolino Lydia, Zhang Yang

机构信息

CAS Key Laboratory of Quantitative Engineering Biology, Shenzhen Institute of Synthetic Biology, Shenzhen Institutes of Advanced Technology, Chinese Academy of Sciences, Shenzhen, China.

Gilbert S Omenn Department of Computational Medicine and Bioinformatics, University of Michigan, Ann Arbor, MI, USA.

出版信息

Nat Protoc. 2025 Jul 2. doi: 10.1038/s41596-025-01189-x.

Abstract

With the success of structural biology and the advancements in deep-learning-based structure predictions, rapid and accurate structural comparisons among macromolecular structures have become increasingly important in structural bioinformatics. US-align is a highly efficient, versatile, open-source program for sequential and nonsequential structure comparisons of proteins, RNAs and DNAs in pairwise and multiple alignment forms and applicable to both monomeric and multimeric complex structures. The core algorithm of US-align is built on a highly optimized, iterative superimposition and dynamic programming alignment process, guided with a unified and sequence length-independent scoring function, TM-score. The unique design of US-align not only ensures its high accuracy and speed compared with other state-of-the-art methods designed for specific alignment tasks but also makes it the only protocol that can be applied to multiple alignment tasks and allow a structural comparison across different molecular types, the latter of which is critical for template-based heteromolecular structure prediction and function annotations. Here we describe how to install and effectively utilize US-align as a command line tool, as an online web server, and as a plugin to commonly used molecular graphic systems such as PyMOL. US-align installation takes a few minutes to setup, while the actual alignment implementation can be completed typically within 1 s.

摘要

随着结构生物学的成功以及基于深度学习的结构预测技术的进步,在结构生物信息学中,对大分子结构进行快速准确的结构比较变得越来越重要。US-align是一个高效、通用的开源程序,用于以成对和多序列比对形式对蛋白质、RNA和DNA进行序列和非序列结构比较,适用于单体和多聚体复合物结构。US-align的核心算法基于高度优化的迭代叠加和动态规划比对过程,并由统一且与序列长度无关的评分函数TM-score引导。US-align的独特设计不仅确保了与其他针对特定比对任务设计的先进方法相比具有更高的准确性和速度,还使其成为唯一可应用于多序列比对任务并允许跨不同分子类型进行结构比较的协议,后者对于基于模板的异源分子结构预测和功能注释至关重要。在这里,我们描述了如何将US-align作为命令行工具、在线网络服务器以及常用分子图形系统(如PyMOL)的插件进行安装和有效利用。US-align的安装设置需要几分钟,而实际的比对实现通常可以在1秒内完成。

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