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
相关论文
共 50 条
  • [31] GENETIC-ANALYSIS OF PROTEIN FOLDING PATHWAYS
    KING, J
    [J]. BIO-TECHNOLOGY, 1986, 4 (04): : 297 - 303
  • [32] Pathways for protein folding: is a new view needed?
    Pande, VS
    Grosberg, AY
    Tanaka, T
    Rokhsar, DS
    [J]. CURRENT OPINION IN STRUCTURAL BIOLOGY, 1998, 8 (01) : 68 - 79
  • [33] Characterization of Protein Folding by Dominant Reaction Pathways
    Faccioli, Pietro
    [J]. JOURNAL OF PHYSICAL CHEMISTRY B, 2008, 112 (44): : 13756 - 13764
  • [34] Morphogenesis of a protein: folding pathways and the energy landscape
    Brunori, Maurizio
    Gianni, Stefano
    Giri, Rajanish
    Morrone, Angela
    Travaglini-Allocatelli, Carlo
    [J]. BIOCHEMICAL SOCIETY TRANSACTIONS, 2012, 40 : 429 - 432
  • [35] Stochastic dynamics and dominant protein folding pathways
    Faccioli, P.
    Sega, M.
    Pederiva, F.
    Orland, H.
    [J]. PHILOSOPHICAL MAGAZINE, 2008, 88 (33-35) : 4093 - 4099
  • [36] Protein folding in vivo: Unraveling complex pathways
    Johnson, JL
    Craig, EA
    [J]. CELL, 1997, 90 (02) : 201 - 204
  • [37] Searching Protein Folding Pathways by Optimization of Actions
    Lee, In-Ho
    Kim, Seung-Yeon
    [J]. JOURNAL OF COMPUTATIONAL AND THEORETICAL NANOSCIENCE, 2009, 6 (11) : 2388 - 2392
  • [38] PROTEIN-FOLDING AND THE REGULATION OF SIGNALING PATHWAYS
    RUTHERFORD, SL
    ZUKER, CS
    [J]. CELL, 1994, 79 (07) : 1129 - 1132
  • [39] Disulfide-Linked Protein Folding Pathways
    Mainathambika, Bharath S.
    Bardwell, James C.
    [J]. ANNUAL REVIEW OF CELL AND DEVELOPMENTAL BIOLOGY, 2008, 24 : 211 - 235
  • [40] Pathways in two-state protein folding
    Bakk, A
    Hoye, JS
    Hansen, A
    Sneppen, K
    Jensen, MH
    [J]. BIOPHYSICAL JOURNAL, 2000, 79 (05) : 2722 - 2727