Eulertigs: minimum plain text representation of k-mer sets without repetitions in linear time

Research output: Contribution to journalArticleScientificpeer-review

Abstract

A fundamental operation in computational genomics is to reduce the input sequences to their constituent k-mers. For maximum performance of downstream applications it is important to store the k-mers in small space, while keeping the representation easy and efficient to use (i.e. without k-mer repetitions and in plain text). Recently, heuristics were presented to compute a near-minimum such representation. We present an algorithm to compute a minimum representation in optimal (linear) time and use it to evaluate the existing heuristics. Our algorithm first constructs the de Bruijn graph in linear time and then uses a Eulerian-cycle-based algorithm to compute the minimum representation, in time linear in the size of the output.
Original languageEnglish
Article number5
JournalAlgorithms for Molecular Biology
Volume18
Issue number1
Number of pages21
ISSN1748-7188
DOIs
Publication statusPublished - 4 Jul 2023
MoE publication typeA1 Journal article-refereed

Fields of Science

  • Bidirected arc-centric de Bruijn graph
  • Eulerian cycle
  • K-mer based methods
  • Spectrum preserving string sets
  • Suffix tree
  • 113 Computer and information sciences

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