Sammanfattning
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.
Originalspråk | engelska |
---|---|
Artikelnummer | 5 |
Tidskrift | Algorithms for Molecular Biology |
Volym | 18 |
Nummer | 1 |
Antal sidor | 21 |
ISSN | 1748-7188 |
DOI | |
Status | Publicerad - 4 juli 2023 |
MoE-publikationstyp | A1 Tidskriftsartikel-refererad |
Vetenskapsgrenar
- 113 Data- och informationsvetenskap