多序列比对
计算机科学
序列比对
结构线形
成对比较
数据结构
补语(音乐)
算法
蛋白质结构
数据挖掘
序列(生物学)
构造(python库)
自由序列分析
蛋白质数据库
人工智能
生物
肽序列
程序设计语言
生物化学
遗传学
表型
互补
基因
作者
Runze Dong,Zhenling Peng,Yang Zhang,Jianyi Yang
出处
期刊:Bioinformatics
[Oxford University Press]
日期:2017-12-21
卷期号:34 (10): 1719-1725
被引量:95
标识
DOI:10.1093/bioinformatics/btx828
摘要
Abstract Motivation As protein structure is more conserved than sequence during evolution, multiple structure alignment can be more informative than multiple sequence alignment, especially for distantly related proteins. With the rapid increase of the number of protein structures in the Protein Data Bank, it becomes urgent to develop efficient algorithms for multiple structure alignment. Results A new multiple structure alignment algorithm (mTM-align) was proposed, which is an extension of the highly efficient pairwise structure alignment program TM-align. The algorithm was benchmarked on four widely used datasets, HOMSTRAD, SABmark_sup, SABmark_twi and SISY-multiple, showing that mTM-align consistently outperforms other algorithms. In addition, the comparison with the manually curated alignments in the HOMSTRAD database shows that the automated alignments built by mTM-align are in general more accurate. Therefore, mTM-align may be used as a reliable complement to construct multiple structure alignments for real-world applications. Availability and implementation http://yanglab.nankai.edu.cn/mTM-align Supplementary information Supplementary data are available at Bioinformatics online.
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