GIANT: pattern analysis of molecular interactions in 3D structures of protein-small ligand complexes

被引:12
作者
Kasahara, Kota [1 ]
Kinoshita, Kengo [1 ,2 ,3 ]
机构
[1] Tohoku Univ, Grad Sch Informat Sci, Aoba Ku, Sendai, Miyagi 9808597, Japan
[2] Tohoku Univ, Tohoku Med Megabank Org, Aoba Ku, Sendai, Miyagi 9808573, Japan
[3] Tohoku Univ, Inst Dev Aging & Canc, Aoba Ku, Sendai, Miyagi 9808575, Japan
关键词
Molecular recognition; Ligand binding site; Protein-ligand interactions; Protein structure; Protein function; Pattern recognition; Database; Web-server; INTERACTION DATABASE; DATA-BANK; PDB; BINDING; CLASSIFICATION; DISCOVERY;
D O I
10.1186/1471-2105-15-12
中图分类号
Q5 [生物化学];
学科分类号
071010 ; 081704 ;
摘要
Background: Interpretation of binding modes of protein-small ligand complexes from 3D structure data is essential for understanding selective ligand recognition by proteins. It is often performed by visual inspection and sometimes largely depends on a priori knowledge about typical interactions such as hydrogen bonds and p-p stacking. Because it can introduce some biases due to scientists' subjective perspectives, more objective viewpoints considering a wide range of interactions are required. Description: In this paper, we present a web server for analyzing protein-small ligand interactions on the basis of patterns of atomic contacts, or "interaction patterns" obtained from the statistical analyses of 3D structures of protein-ligand complexes in our previous study. This server can guide visual inspection by providing information about interaction patterns for each atomic contact in 3D structures. Users can visually investigate what atomic contacts in user-specified 3D structures of protein-small ligand complexes are statistically overrepresented. This server consists of two main components: "Complex Analyzer", and "Pattern Viewer". The former provides a 3D structure viewer with annotations of interacting amino acid residues, ligand atoms, and interacting pairs of these. In the annotations of interacting pairs, assignment to an interaction pattern of each contact and statistical preferences of the patterns are presented. The "Pattern Viewer" provides details of each interaction pattern. Users can see visual representations of probability density functions of interactions, and a list of protein-ligand complexes showing similar interactions. Conclusions: Users can interactively analyze protein-small ligand binding modes with statistically determined interaction patterns rather than relying on a priori knowledge of the users, by using our new web server named GIANT that is freely available at http://giant.hgc.jp/.
引用
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页数:6
相关论文
共 15 条
[1]  
Attias H, 1999, UNCERTAINTY IN ARTIFICIAL INTELLIGENCE, PROCEEDINGS, P21
[2]   The worldwide Protein Data Bank (wwPDB): ensuring a single, uniform archive of PDB data [J].
Berman, Helen ;
Henrick, Kim ;
Nakamura, Haruki ;
Markley, John L. .
NUCLEIC ACIDS RESEARCH, 2007, 35 :D301-D303
[3]   A Medicinal Chemist's Guide to Molecular Interactions [J].
Bissantz, Caterina ;
Kuhn, Bernd ;
Stahl, Martin .
JOURNAL OF MEDICINAL CHEMISTRY, 2010, 53 (14) :5061-5084
[4]  
BOLIN JT, 1982, J BIOL CHEM, V257, P13650
[5]   PDBLIG: Classification of small molecular protein binding in the protein data bank [J].
Chalk, AJ ;
Worth, CL ;
Overington, JP ;
Chan, AWE .
JOURNAL OF MEDICINAL CHEMISTRY, 2004, 47 (15) :3807-3816
[6]   VALIDATION OF THE GENERAL-PURPOSE TRIPOS 5.2 FORCE-FIELD [J].
CLARK, M ;
CRAMER, RD ;
VANOPDENBOSCH, N .
JOURNAL OF COMPUTATIONAL CHEMISTRY, 1989, 10 (08) :982-1012
[7]   Ligand Depot: a data warehouse for ligands bound to macromolecules [J].
Feng, ZK ;
Chen, L ;
Maddula, H ;
Akcan, O ;
Oughtred, R ;
Berman, HM ;
Westbrook, J .
BIOINFORMATICS, 2004, 20 (13) :2153-2155
[8]   Structure-guided discovery of cyclin-dependent kinase inhibitors [J].
Fischmann, Thierry O. ;
Hruza, Alan ;
Duca, Jose S. ;
Ramanathan, Lata ;
Mayhood, Todd ;
Windsor, William T. ;
Le, Hung V. ;
Guzi, Thimothy J. ;
Dwyer, Michael P. ;
Paruch, Kamil ;
Doll, Ronald J. ;
Lees, Emma ;
Parry, David ;
Seghezzi, Wolfgang ;
Madison, Vincent .
BIOPOLYMERS, 2008, 89 (05) :372-379
[9]   PLI: a web-based tool for the comparison of protein-ligand interactions observed on PDB structures [J].
Gallina, Anna Maria ;
Bisignano, Paola ;
Bergamino, Maurizio ;
Bordo, Domenico .
BIOINFORMATICS, 2013, 29 (03) :395-397
[10]   Relibase:: Design and development of a database for comprehensive analysis of protein-ligand interactions [J].
Hendlich, M ;
Bergner, A ;
Günther, J ;
Klebe, G .
JOURNAL OF MOLECULAR BIOLOGY, 2003, 326 (02) :607-620