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CAB-Align: A Flexible Protein Structure Alignment Method Based on the Residue-Residue Contact Area
- Source :
- PLoS ONE, PLoS ONE, Vol 10, Iss 10, p e0141440 (2015)
- Publication Year :
- 2015
- Publisher :
- Public Library of Science (PLoS), 2015.
-
Abstract
- Proteins are flexible, and this flexibility has an essential functional role. Flexibility can be observed in loop regions, rearrangements between secondary structure elements, and conformational changes between entire domains. However, most protein structure alignment methods treat protein structures as rigid bodies. Thus, these methods fail to identify the equivalences of residue pairs in regions with flexibility. In this study, we considered that the evolutionary relationship between proteins corresponds directly to the residue-residue physical contacts rather than the three-dimensional (3D) coordinates of proteins. Thus, we developed a new protein structure alignment method, contact area-based alignment (CAB-align), which uses the residue-residue contact area to identify regions of similarity. The main purpose of CAB-align is to identify homologous relationships at the residue level between related protein structures. The CAB-align procedure comprises two main steps: First, a rigid-body alignment method based on local and global 3D structure superposition is employed to generate a sufficient number of initial alignments. Then, iterative dynamic programming is executed to find the optimal alignment. We evaluated the performance and advantages of CAB-align based on four main points: (1) agreement with the gold standard alignment, (2) alignment quality based on an evolutionary relationship without 3D coordinate superposition, (3) consistency of the multiple alignments, and (4) classification agreement with the gold standard classification. Comparisons of CAB-align with other state-of-the-art protein structure alignment methods (TM-align, FATCAT, and DaliLite) using our benchmark dataset showed that CAB-align performed robustly in obtaining high-quality alignments and generating consistent multiple alignments with high coverage and accuracy rates, and it performed extremely well when discriminating between homologous and nonhomologous pairs of proteins in both single and multi-domain comparisons. The CAB-align software is freely available to academic users as stand-alone software at http://www.pharm.kitasato-u.ac.jp/bmd/bmd/Publications.html.
- Subjects :
- Sequence analysis
Structural alignment
lcsh:Medicine
Sequence alignment
Bioinformatics
Protein Structure, Secondary
Protein structure
Software
Sequence Analysis, Protein
Amino Acid Sequence
lcsh:Science
Protein secondary structure
Physics
Multidisciplinary
Multiple sequence alignment
business.industry
lcsh:R
Computational Biology
Proteins
Dynamic programming
Structural Homology, Protein
lcsh:Q
business
Sequence Alignment
Algorithm
Research Article
Subjects
Details
- ISSN :
- 19326203
- Volume :
- 10
- Database :
- OpenAIRE
- Journal :
- PLOS ONE
- Accession number :
- edsair.doi.dedup.....7fb4da14890fb0981b82c4a522de66d9
- Full Text :
- https://doi.org/10.1371/journal.pone.0141440