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Exact approaches for scaffolding

This paper presents new structural and algorithmic results around the scaffolding problem, which occurs prominently in next generation sequencing. The problem can be formalized as an optimization problem on a special graph, the "scaffold graph". We prove that the problem is polynomial if t...

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Detalles Bibliográficos
Autores principales: Weller, Mathias, Chateau, Annie, Giroudeau, Rodolphe
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2015
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4603742/
https://www.ncbi.nlm.nih.gov/pubmed/26451725
http://dx.doi.org/10.1186/1471-2105-16-S14-S2
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author Weller, Mathias
Chateau, Annie
Giroudeau, Rodolphe
author_facet Weller, Mathias
Chateau, Annie
Giroudeau, Rodolphe
author_sort Weller, Mathias
collection PubMed
description This paper presents new structural and algorithmic results around the scaffolding problem, which occurs prominently in next generation sequencing. The problem can be formalized as an optimization problem on a special graph, the "scaffold graph". We prove that the problem is polynomial if this graph is a tree by providing a dynamic programming algorithm for this case. This algorithm serves as a basis to deduce an exact algorithm for general graphs using a tree decomposition of the input. We explore other structural parameters, proving a linear-size problem kernel with respect to the size of a feedback-edge set on a restricted version of Scaffolding. Finally, we examine some parameters of scaffold graphs, which are based on real-world genomes, revealing that the feedback edge set is significantly smaller than the input size.
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spelling pubmed-46037422015-10-14 Exact approaches for scaffolding Weller, Mathias Chateau, Annie Giroudeau, Rodolphe BMC Bioinformatics Research This paper presents new structural and algorithmic results around the scaffolding problem, which occurs prominently in next generation sequencing. The problem can be formalized as an optimization problem on a special graph, the "scaffold graph". We prove that the problem is polynomial if this graph is a tree by providing a dynamic programming algorithm for this case. This algorithm serves as a basis to deduce an exact algorithm for general graphs using a tree decomposition of the input. We explore other structural parameters, proving a linear-size problem kernel with respect to the size of a feedback-edge set on a restricted version of Scaffolding. Finally, we examine some parameters of scaffold graphs, which are based on real-world genomes, revealing that the feedback edge set is significantly smaller than the input size. BioMed Central 2015-10-02 /pmc/articles/PMC4603742/ /pubmed/26451725 http://dx.doi.org/10.1186/1471-2105-16-S14-S2 Text en Copyright © 2015 Weller et al.; http://creativecommons.org/licenses/by/4.0 This is an Open Access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0), which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited. The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/) applies to the data made available in this article, unless otherwise stated.
spellingShingle Research
Weller, Mathias
Chateau, Annie
Giroudeau, Rodolphe
Exact approaches for scaffolding
title Exact approaches for scaffolding
title_full Exact approaches for scaffolding
title_fullStr Exact approaches for scaffolding
title_full_unstemmed Exact approaches for scaffolding
title_short Exact approaches for scaffolding
title_sort exact approaches for scaffolding
topic Research
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4603742/
https://www.ncbi.nlm.nih.gov/pubmed/26451725
http://dx.doi.org/10.1186/1471-2105-16-S14-S2
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