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Sequence Diversity Diagram for comparative analysis of multiple sequence alignments
- Source :
- BMC Proceedings
- Publisher :
- Springer Nature
-
Abstract
- Background The sequence logo is a graphical representation of a set of aligned sequences, commonly used to depict conservation of amino acid or nucleotide sequences. Although it effectively communicates the amount of information present at every position, this visual representation falls short when the domain task is to compare between two or more sets of aligned sequences. We present a new visual presentation called a Sequence Diversity Diagram and validate our design choices with a case study. Methods Our software was developed using the open-source program called Processing. It loads multiple sequence alignment FASTA files and a configuration file, which can be modified as needed to change the visualization. Results The redesigned figure improves on the visual comparison of two or more sets, and it additionally encodes information on sequential position conservation. In our case study of the adenylate kinase lid domain, the Sequence Diversity Diagram reveals unexpected patterns and new insights, for example the identification of subgroups within the protein subfamily. Our future work will integrate this visual encoding into interactive visualization tools to support higher level data exploration tasks.
- Subjects :
- Multiple sequence alignment
business.industry
Computer science
Research
Diagram
Representation (systemics)
Pattern recognition
General Medicine
computer.software_genre
General Biochemistry, Genetics and Molecular Biology
Domain (software engineering)
Set (abstract data type)
Sequence logo
ComputingMethodologies_PATTERNRECOGNITION
Position (vector)
Artificial intelligence
Data mining
business
computer
Sequence (medicine)
Subjects
Details
- Language :
- English
- ISSN :
- 17536561
- Volume :
- 8
- Issue :
- Suppl 2
- Database :
- OpenAIRE
- Journal :
- BMC Proceedings
- Accession number :
- edsair.doi.dedup.....86d4223cdbc300b96e607ce987282f69
- Full Text :
- https://doi.org/10.1186/1753-6561-8-s2-s9