Literature DB >> 21787306

Molecular surface representation using 3D Zernike descriptors for protein shape comparison and docking.

Daisuke Kihara1, Lee Sael, Rayan Chikhi, Juan Esquivel-Rodriguez.   

Abstract

The tertiary structures of proteins have been solved in an increasing pace in recent years. To capitalize the enormous efforts paid for accumulating the structure data, efficient and effective computational methods need to be developed for comparing, searching, and investigating interactions of protein structures. We introduce the 3D Zernike descriptor (3DZD), an emerging technique to describe molecular surfaces. The 3DZD is a series expansion of mathematical three-dimensional function, and thus a tertiary structure is represented compactly by a vector of coefficients of terms in the series. A strong advantage of the 3DZD is that it is invariant to rotation of target object to be represented. These two characteristics of the 3DZD allow rapid comparison of surface shapes, which is sufficient for real-time structure database screening. In this article, we review various applications of the 3DZD, which have been recently proposed.

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Year:  2011        PMID: 21787306     DOI: 10.2174/138920311796957612

Source DB:  PubMed          Journal:  Curr Protein Pept Sci        ISSN: 1389-2037            Impact factor:   3.272


  33 in total

1.  Fitting multimeric protein complexes into electron microscopy maps using 3D Zernike descriptors.

Authors:  Juan Esquivel-Rodríguez; Daisuke Kihara
Journal:  J Phys Chem B       Date:  2012-03-30       Impact factor: 2.991

2.  Structure- and sequence-based function prediction for non-homologous proteins.

Authors:  Lee Sael; Meghana Chitale; Daisuke Kihara
Journal:  J Struct Funct Genomics       Date:  2012-01-22

3.  Detecting local ligand-binding site similarity in nonhomologous proteins by surface patch comparison.

Authors:  Lee Sael; Daisuke Kihara
Journal:  Proteins       Date:  2012-01-24

4.  Large-scale binding ligand prediction by improved patch-based method Patch-Surfer2.0.

Authors:  Xiaolei Zhu; Yi Xiong; Daisuke Kihara
Journal:  Bioinformatics       Date:  2014-10-29       Impact factor: 6.937

5.  A new definition and properties of the similarity value between two protein structures.

Authors:  S M Saberi Fathi
Journal:  J Biol Phys       Date:  2016-09-13       Impact factor: 1.365

6.  Improved performance in CAPRI round 37 using LZerD docking and template-based modeling with combined scoring functions.

Authors:  Lenna X Peterson; Woong-Hee Shin; Hyungrae Kim; Daisuke Kihara
Journal:  Proteins       Date:  2017-09-11

7.  PatchSurfers: Two methods for local molecular property-based binding ligand prediction.

Authors:  Woong-Hee Shin; Mark Gregory Bures; Daisuke Kihara
Journal:  Methods       Date:  2015-09-30       Impact factor: 3.608

8.  Computational methods for constructing protein structure models from 3D electron microscopy maps.

Authors:  Juan Esquivel-Rodríguez; Daisuke Kihara
Journal:  J Struct Biol       Date:  2013-06-21       Impact factor: 2.867

9.  Human and server docking prediction for CAPRI round 30-35 using LZerD with combined scoring functions.

Authors:  Lenna X Peterson; Hyungrae Kim; Juan Esquivel-Rodriguez; Amitava Roy; Xusi Han; Woong-Hee Shin; Jian Zhang; Genki Terashi; Matt Lee; Daisuke Kihara
Journal:  Proteins       Date:  2016-10-14

10.  Amphetamine-type stimulants (ATS) drug classification using shallow one-dimensional convolutional neural network.

Authors:  Norfadzlia Mohd Yusof; Azah Kamilah Muda; Satrya Fajri Pratama; Ramon Carbo-Dorca
Journal:  Mol Divers       Date:  2021-08-02       Impact factor: 2.943

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