Alignment-free sequence comparison: benefits, applications, and tools
Adam Mickiewicz University in Poznań · University of Lisbon · +2 more institutions
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Abstract
Alignment-free sequence analyses have been applied to problems ranging from whole-genome phylogeny to the classification of protein families, identification of horizontally transferred genes, and detection of recombined sequences. The strength of these methods makes them particularly useful for next-generation sequencing data processing and analysis. However, many researchers are unclear about how these methods work, how they compare to alignment-based methods, and what their potential is for use for their research. We address these questions and provide a guide to the currently available alignment-free sequence analysis tools.
Citation impact
583
total citations
- FWCI
- 21.87
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- 100%
- References
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Authors
4Topics & keywords
Topics
Keywords
- Biology
- Computational biology
- Human genetics
- Alignment-free sequence analysis
- Multiple sequence alignment
- Sequence (biology)
- Sequence alignment
- Identification (biology)
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