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Searching for Patterns of Amino Acids in 3D Protein Structures
- Source :
- Journal of Chemical Information and Computer Sciences. 43:412-421
- Publication Year :
- 2003
- Publisher :
- American Chemical Society (ACS), 2003.
-
Abstract
- This paper describes the program ASSAM, which has been developed to search for patterns of amino acid side-chains in the 3D structures in the Protein Data Bank. ASSAM represents an amino acid by a vector drawn from the main chain towards the functional part of the amino acid and then computes a graph representation of a protein in which the individual side-chain vectors are the nodes and the intervector distances are the edges. The presence of a query pattern in a Protein Data Bank structure can then be searched for by means of a subgraph isomorphism algorithm. Recent enhancements to ASSAM allow searches to include the following: the main-chain structure in addition to the side-chains; the secondary structure and solvent accessibility of side-chains; allowable distances from a known binding-site; disulfide bridges; and improved generic and wild-card queries. The effectiveness of these approaches is demonstrated by extensive searches of the Protein Data Bank for typical 3D query patterns.
- Subjects :
- Models, Molecular
Protein Conformation
Computer science
Subgraph isomorphism problem
Information Storage and Retrieval
Pattern Recognition, Automated
Protein structure
Chain (algebraic topology)
Data bank
Disulfides
Amino Acids
Databases, Protein
Protein secondary structure
chemistry.chemical_classification
Structure (mathematical logic)
Binding Sites
business.industry
Serine Endopeptidases
Proteins
Pattern recognition
General Medicine
General Chemistry
computer.file_format
Protein Data Bank
Computer Science Applications
Amino acid
Crystallography
ComputingMethodologies_PATTERNRECOGNITION
Computational Theory and Mathematics
chemistry
Solvents
Artificial intelligence
business
computer
Algorithms
Software
Information Systems
Subjects
Details
- ISSN :
- 15205142 and 00952338
- Volume :
- 43
- Database :
- OpenAIRE
- Journal :
- Journal of Chemical Information and Computer Sciences
- Accession number :
- edsair.doi.dedup.....ac294f83a4218903282abf8f07d491e9
- Full Text :
- https://doi.org/10.1021/ci0255984