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DV-Curve Representation of Protein Sequences and Its Application
- Source :
- Computational and Mathematical Methods in Medicine, Vol 2014 (2014), Computational and Mathematical Methods in Medicine
- Publication Year :
- 2014
- Publisher :
- Hindawi Limited, 2014.
-
Abstract
- Based on the detailed hydrophobic-hydrophilic(HP) model of amino acids, we propose dual-vector curve (DV-curve) representation of protein sequences, which uses two vectors to represent one alphabet of protein sequences. This graphical representation not only avoids degeneracy, but also has good visualization no matter how long these sequences are, and can reflect the length of protein sequence. Then we transform the 2D-graphical representation into a numerical characterization that can facilitate quantitative comparison of protein sequences. The utility of this approach is illustrated by two examples: one is similarity/dissimilarity comparison among different ND6 protein sequences based on their DV-curve figures the other is the phylogenetic analysis among coronaviruses based on their spike proteins.
- Subjects :
- Theoretical computer science
Article Subject
Biology
lcsh:Computer applications to medicine. Medical informatics
General Biochemistry, Genetics and Molecular Biology
Mice
Protein sequencing
Similarity (network science)
Phylogenetics
Modelling and Simulation
Computer Graphics
Animals
Humans
Degeneracy (biology)
Computer Simulation
Amino Acids
Representation (mathematics)
Phylogeny
Phylogenetic tree
General Immunology and Microbiology
business.industry
Applied Mathematics
Computational Biology
Proteins
Reproducibility of Results
Pattern recognition
DNA
General Medicine
Models, Theoretical
Visualization
Rats
Coronavirus
Modeling and Simulation
lcsh:R858-859.7
Artificial intelligence
Alphabet
business
Hydrophobic and Hydrophilic Interactions
Algorithms
Research Article
Subjects
Details
- Language :
- English
- ISSN :
- 17486718
- Volume :
- 2014
- Database :
- OpenAIRE
- Journal :
- Computational and Mathematical Methods in Medicine
- Accession number :
- edsair.doi.dedup.....65aa15d39a9e041d519a09b40a615f22