Predicting protein folding pathways

被引:15
|
作者
Zaki, Mohammed J. [1 ]
Nadimpally, Vinay [1 ]
Bardhan, Deb [1 ]
Bystroff, Chris [2 ]
机构
[1] Rensselaer Polytech Inst, Dept Comp Sci, Troy, NY 12180 USA
[2] Rensselaer Polytech Inst, Dept Biol, Troy, NY 12180 USA
关键词
D O I
10.1093/bioinformatics/bth935
中图分类号
Q5 [生物化学];
学科分类号
071010 ; 081704 ;
摘要
A structured folding pathway, which is a time ordered sequence of folding events, plays an important role in the protein folding process and hence, in the conformational search. Pathway prediction, thus gives more insight into the folding process and is a valuable guiding tool to search the conformation space. In this paper, we propose a novel 'unfolding' approach to predict the folding pathway. We apply graph-based methods on a weighted secondary structure graph of a protein to predict the sequence of unfolding events. When viewed in reverse this yields the folding pathway. We demonstrate the success of our approach on several proteins whose pathway is partially known.
引用
收藏
页码:386 / 393
页数:8
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