Effective representation of protein molecular structures applied in their comparison

Comparison of protein, molecular structures is often an essential component process of protein structure similarity searching, identification of protein functions, and investigation of the evolution of living organisms. Effective representation of protein structures in the comparison process is then very important for its successfulness and swiftness. In the paper, we present considerations on using various, representative features describing protein structures in their comparison. We also show our research on protein structure comparison with the use of intra-residual distance matrices, which are transformed to the grayscale images and described by means of the Universal Image Quality Index for faster comparison and database retrieval.

[1]  J. Richards The structure and action of proteins , 1969 .

[2]  Erica Kolatch,et al.  Clustering Algorithms for Spatial Databases: A Survey , 2001 .

[3]  William R. Taylor,et al.  Protein bioinformatics - an algorithmic approach to sequence and structure analysis , 2004 .

[4]  Dariusz Mrozek,et al.  PSS-SQL: Protein Secondary Structure - Structured Query Language , 2010, 2010 Annual International Conference of the IEEE Engineering in Medicine and Biology.

[5]  Yuan-Fang Wang,et al.  CTSS: a robust and efficient method for protein structure alignment based on local geometrical and biological features , 2003, Computational Systems Bioinformatics. CSB2003. Proceedings of the 2003 IEEE Bioinformatics Conference. CSB2003.

[6]  J F Gibrat,et al.  Surprising similarities in structure comparison. , 1996, Current opinion in structural biology.

[7]  C. Sander,et al.  Protein structure comparison by alignment of distance matrices. , 1993, Journal of molecular biology.

[8]  Philip E. Bourne,et al.  The Macromolecular Crystallographic Information File (mmCIF) , 2001 .

[9]  W R Taylor,et al.  Protein structure alignment. , 1989, Journal of molecular biology.

[10]  T. N. Bhat,et al.  The Protein Data Bank , 2000, Nucleic Acids Res..

[11]  David C. Jones,et al.  CATH--a hierarchic classification of protein domain structures. , 1997, Structure.

[12]  P E Bourne,et al.  Protein structure alignment by incremental combinatorial extension (CE) of the optimal path. , 1998, Protein engineering.

[13]  D. Eisenberg Proteins. Structures and molecular properties, T.E. Creighton. W. H. Freeman and Company, New York (1984), 515, $36.95 , 1985 .

[14]  Haruki Nakamura,et al.  PDBML: the representation of archival macromolecular structure data in XML , 2005, Bioinform..

[15]  A G Murzin,et al.  SCOP: a structural classification of proteins database for the investigation of sequences and structures. , 1995, Journal of molecular biology.

[16]  Dariusz Mrozek,et al.  A METHOD FOR MATCHING SEQUENCES OF PROTEIN SECONDARY STRUCTURES , 2010 .

[17]  Jiaan Yang Comprehensive description of protein structures using protein folding shape code , 2008, Proteins: Structure, Function, and Bioinformatics.

[18]  C. Sander,et al.  The FSSP database of structurally aligned protein fold families. , 1994, Nucleic acids research.

[19]  John D. Westbrook,et al.  The PDB Format, mmCIF Formats, and Other Data Formats , 2005 .

[20]  A. Godzik The structural alignment between two proteins: Is there a unique answer? , 1996, Protein science : a publication of the Protein Society.

[21]  Leszek Rychlewski,et al.  3D-Hit: fast structural comparison of proteins. , 2002, Applied bioinformatics.

[22]  Philip E. Bourne,et al.  A New Scoring Function and Associated Statistical Significance for Structure Alignment by CE , 2004, J. Comput. Biol..

[23]  A. Bovik,et al.  A universal image quality index , 2002, IEEE Signal Processing Letters.

[24]  Douglas L. Brutlag,et al.  FoldMiner and LOCK 2: protein structure comparison and motif discovery on the web , 2004, Nucleic Acids Res..

[25]  P. Argos,et al.  Incorporation of non-local interactions in protein secondary structure prediction from the amino acid sequence. , 1996, Protein engineering.

[26]  Adam Godzik,et al.  Flexible structure alignment by chaining aligned fragment pairs allowing twists , 2003, ECCB.