reviewGenome biologyOct 3, 2017GOLD OA

Alignment-free sequence comparison: benefits, applications, and tools

Adam Mickiewicz University in Poznań · University of Lisbon · +2 more institutions

PubMed
Indexed incrossrefdoajpubmed

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
Percentile
100%
References
192
Citations per year

Authors

4

Topics & keywords

Keywords
  • Biology
  • Computational biology
  • Human genetics
  • Alignment-free sequence analysis
  • Multiple sequence alignment
  • Sequence (biology)
  • Sequence alignment
  • Identification (biology)
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Funding