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Eulertigs: minimum plain text representation of k-mer sets without repetitions in linear time
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 repeti...
Autores principales: | , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
American Journal Experts
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9949180/ https://www.ncbi.nlm.nih.gov/pubmed/36824947 http://dx.doi.org/10.21203/rs.3.rs-2581995/v1 |
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author | Schmidt, Sebastian Alanko, Jarno N. |
author_facet | Schmidt, Sebastian Alanko, Jarno N. |
author_sort | Schmidt, Sebastian |
collection | PubMed |
description | 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. |
format | Online Article Text |
id | pubmed-9949180 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | American Journal Experts |
record_format | MEDLINE/PubMed |
spelling | pubmed-99491802023-02-24 Eulertigs: minimum plain text representation of k-mer sets without repetitions in linear time Schmidt, Sebastian Alanko, Jarno N. Res Sq Article 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. American Journal Experts 2023-02-16 /pmc/articles/PMC9949180/ /pubmed/36824947 http://dx.doi.org/10.21203/rs.3.rs-2581995/v1 Text en https://creativecommons.org/licenses/by/4.0/This work is licensed under a Creative Commons Attribution 4.0 International License (https://creativecommons.org/licenses/by/4.0/) , which allows reusers to distribute, remix, adapt, and build upon the material in any medium or format, so long as attribution is given to the creator. The license allows for commercial use. https://creativecommons.org/licenses/by/4.0/License: This work is licensed under a Creative Commons Attribution 4.0 International License. Read Full License (https://creativecommons.org/licenses/by/4.0/) |
spellingShingle | Article Schmidt, Sebastian Alanko, Jarno N. Eulertigs: minimum plain text representation of k-mer sets without repetitions in linear time |
title | Eulertigs: minimum plain text representation of k-mer sets without repetitions in linear time |
title_full | Eulertigs: minimum plain text representation of k-mer sets without repetitions in linear time |
title_fullStr | Eulertigs: minimum plain text representation of k-mer sets without repetitions in linear time |
title_full_unstemmed | Eulertigs: minimum plain text representation of k-mer sets without repetitions in linear time |
title_short | Eulertigs: minimum plain text representation of k-mer sets without repetitions in linear time |
title_sort | eulertigs: minimum plain text representation of k-mer sets without repetitions in linear time |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9949180/ https://www.ncbi.nlm.nih.gov/pubmed/36824947 http://dx.doi.org/10.21203/rs.3.rs-2581995/v1 |
work_keys_str_mv | AT schmidtsebastian eulertigsminimumplaintextrepresentationofkmersetswithoutrepetitionsinlineartime AT alankojarnon eulertigsminimumplaintextrepresentationofkmersetswithoutrepetitionsinlineartime |