Literature DB >> 15378480

Look-up tables for protein solvent accessibility prediction and nearest neighbor effect analysis.

Jung-Ying Wang1, Shandar Ahmad, M Michael Gromiha, Akinori Sarai.   

Abstract

We developed dictionaries of two-, three-, and five-residue patterns in proteins and computed the average solvent accessibility of the central residues in their native proteins. These dictionaries serve as a look-up table for making subsequent predictions of solvent accessibility of amino acid residues. We find that predictions made in this way are very close to those made using more sophisticated methods of solvent accessibility prediction. We also analyzed the effect of immediate neighbors on the solvent accessibility of residues. This helps us in understanding how the same residue type may have different accessible surface areas in different proteins and in different positions of the same protein. We observe that certain residues have a tendency to increase or decrease the solvent accessibility of their neighboring residues in C- or N-terminal positions. Interestingly, the C-terminal and N-terminal neighbor residues are found to have asymmetric roles in modifying solvent accessibility of residues. As expected, similar neighbors enhance the hydrophobic or hydrophilic character of residues. Detailed look-up tables are provided on the web at www.netasa.org/look-up/.

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Year:  2004        PMID: 15378480     DOI: 10.1002/bip.20113

Source DB:  PubMed          Journal:  Biopolymers        ISSN: 0006-3525            Impact factor:   2.505


  7 in total

1.  Effects of surface-to-volume ratio of proteins on hydrophilic residues: decrease in occurrence and increase in buried fraction.

Authors:  Matsuyuki Shirota; Takashi Ishida; Kengo Kinoshita
Journal:  Protein Sci       Date:  2008-06-12       Impact factor: 6.725

2.  Prediction of protein solvent accessibility using PSO-SVR with multiple sequence-derived features and weighted sliding window scheme.

Authors:  Jian Zhang; Wenhan Chen; Pingping Sun; Xiaowei Zhao; Zhiqiang Ma
Journal:  BioData Min       Date:  2015-01-31       Impact factor: 2.522

3.  Prediction of relative solvent accessibility by support vector regression and best-first method.

Authors:  Alireza Meshkin; Hossein Ghafuri
Journal:  EXCLI J       Date:  2010-02-08       Impact factor: 4.068

4.  Accessibility and partner number of protein residues, their relationship and a webserver, ContPlot for their display.

Authors:  Arumay Pal; Ranjit Prasad Bahadur; Partha Sarathi Ray; Pinak Chakrabarti
Journal:  BMC Bioinformatics       Date:  2009-04-08       Impact factor: 3.169

5.  Context dependent reference states of solvent accessibility derived from native protein structures and assessed by predictability analysis.

Authors:  Hemajit Singh; Shandar Ahmad
Journal:  BMC Struct Biol       Date:  2009-04-27

6.  Scatter-search with support vector machine for prediction of relative solvent accessibility.

Authors:  Amir Hosein Kashefi; Alireza Meshkin; Mina Zargoosh; Javad Zahiri; Mohsen Taheri; Saman Ashtiani
Journal:  EXCLI J       Date:  2013-01-21       Impact factor: 4.068

7.  PredRSA: a gradient boosted regression trees approach for predicting protein solvent accessibility.

Authors:  Chao Fan; Diwei Liu; Rui Huang; Zhigang Chen; Lei Deng
Journal:  BMC Bioinformatics       Date:  2016-01-11       Impact factor: 3.169

  7 in total

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