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Multi-allelic positional Burrows-Wheeler transform

BACKGROUND: Recent advances in whole-genome sequencing and SNP array technology have led to the generation of a large amount of genotype data. Large volumes of genotype data will require faster and more efficient methods for storing and searching the data. Positional Burrows-Wheeler Transform (PBWT)...

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Detalles Bibliográficos
Autores principales: Naseri, Ardalan, Zhi, Degui, Zhang, Shaojie
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6551244/
https://www.ncbi.nlm.nih.gov/pubmed/31167638
http://dx.doi.org/10.1186/s12859-019-2821-6
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author Naseri, Ardalan
Zhi, Degui
Zhang, Shaojie
author_facet Naseri, Ardalan
Zhi, Degui
Zhang, Shaojie
author_sort Naseri, Ardalan
collection PubMed
description BACKGROUND: Recent advances in whole-genome sequencing and SNP array technology have led to the generation of a large amount of genotype data. Large volumes of genotype data will require faster and more efficient methods for storing and searching the data. Positional Burrows-Wheeler Transform (PBWT) provides an appropriate data structure for bi-allelic data. With the increasing sample sizes, more multi-allelic sites are expected to be observed. Hence, there is a necessity to handle multi-allelic genotype data. RESULTS: In this paper, we introduce a multi-allelic version of the Positional Burrows-Wheeler Transform (mPBWT) based on the bi-allelic version for compression and searching. The time-complexity for constructing the data structure and searching within a panel containing t-allelic sites increases by a factor of t. CONCLUSION: Considering the small value for the possible alleles t, the time increase for the multi-allelic PBWT will be negligible and comparable to the bi-allelic version of PBWT.
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spelling pubmed-65512442019-06-07 Multi-allelic positional Burrows-Wheeler transform Naseri, Ardalan Zhi, Degui Zhang, Shaojie BMC Bioinformatics Research BACKGROUND: Recent advances in whole-genome sequencing and SNP array technology have led to the generation of a large amount of genotype data. Large volumes of genotype data will require faster and more efficient methods for storing and searching the data. Positional Burrows-Wheeler Transform (PBWT) provides an appropriate data structure for bi-allelic data. With the increasing sample sizes, more multi-allelic sites are expected to be observed. Hence, there is a necessity to handle multi-allelic genotype data. RESULTS: In this paper, we introduce a multi-allelic version of the Positional Burrows-Wheeler Transform (mPBWT) based on the bi-allelic version for compression and searching. The time-complexity for constructing the data structure and searching within a panel containing t-allelic sites increases by a factor of t. CONCLUSION: Considering the small value for the possible alleles t, the time increase for the multi-allelic PBWT will be negligible and comparable to the bi-allelic version of PBWT. BioMed Central 2019-06-06 /pmc/articles/PMC6551244/ /pubmed/31167638 http://dx.doi.org/10.1186/s12859-019-2821-6 Text en © The Author(s) 2019 Open Access This article is distributed under the terms of the Creative Commons Attribution 4.0 International License (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. 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
Naseri, Ardalan
Zhi, Degui
Zhang, Shaojie
Multi-allelic positional Burrows-Wheeler transform
title Multi-allelic positional Burrows-Wheeler transform
title_full Multi-allelic positional Burrows-Wheeler transform
title_fullStr Multi-allelic positional Burrows-Wheeler transform
title_full_unstemmed Multi-allelic positional Burrows-Wheeler transform
title_short Multi-allelic positional Burrows-Wheeler transform
title_sort multi-allelic positional burrows-wheeler transform
topic Research
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6551244/
https://www.ncbi.nlm.nih.gov/pubmed/31167638
http://dx.doi.org/10.1186/s12859-019-2821-6
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