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Flexible and efficient genome tiling design with penalized uniqueness score

BACKGROUND: As a powerful tool in whole genome analysis, tiling array has been widely used in the answering of many genomic questions. Now it could also serve as a capture device for the library preparation in the popular high throughput sequencing experiments. Thus, a flexible and efficient tiling...

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Autores principales: Du, Yang, Murani, Eduard, Ponsuksili, Siriluck, Wimmers, Klaus
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2012
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3583072/
https://www.ncbi.nlm.nih.gov/pubmed/23216884
http://dx.doi.org/10.1186/1471-2105-13-323
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author Du, Yang
Murani, Eduard
Ponsuksili, Siriluck
Wimmers, Klaus
author_facet Du, Yang
Murani, Eduard
Ponsuksili, Siriluck
Wimmers, Klaus
author_sort Du, Yang
collection PubMed
description BACKGROUND: As a powerful tool in whole genome analysis, tiling array has been widely used in the answering of many genomic questions. Now it could also serve as a capture device for the library preparation in the popular high throughput sequencing experiments. Thus, a flexible and efficient tiling array design approach is still needed and could assist in various types and scales of transcriptomic experiment. RESULTS: In this paper, we address issues and challenges in designing probes suitable for tiling array applications and targeted sequencing. In particular, we define the penalized uniqueness score, which serves as a controlling criterion to eliminate potential cross-hybridization, and a flexible tiling array design pipeline. Unlike BLAST or simple suffix array based methods, computing and using our uniqueness measurement can be more efficient for large scale design and require less memory. The parameters provided could assist in various types of genomic tiling task. In addition, using both commercial array data and experiment data we show, unlike previously claimed, that palindromic sequence exhibiting relatively lower uniqueness. CONCLUSIONS: Our proposed penalized uniqueness score could serve as a better indicator for cross hybridization with higher sensitivity and specificity, giving more control of expected array quality. The flexible tiling design algorithm incorporating the penalized uniqueness score was shown to give higher coverage and resolution. The package to calculate the penalized uniqueness score and the described probe selection algorithm are implemented as a Perl program, which is freely available at http://www1.fbn-dummerstorf.de/en/forschung/fbs/fb3/paper/2012-yang-1/OTAD.v1.1.tar.gz.
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spelling pubmed-35830722013-03-11 Flexible and efficient genome tiling design with penalized uniqueness score Du, Yang Murani, Eduard Ponsuksili, Siriluck Wimmers, Klaus BMC Bioinformatics Methodology Article BACKGROUND: As a powerful tool in whole genome analysis, tiling array has been widely used in the answering of many genomic questions. Now it could also serve as a capture device for the library preparation in the popular high throughput sequencing experiments. Thus, a flexible and efficient tiling array design approach is still needed and could assist in various types and scales of transcriptomic experiment. RESULTS: In this paper, we address issues and challenges in designing probes suitable for tiling array applications and targeted sequencing. In particular, we define the penalized uniqueness score, which serves as a controlling criterion to eliminate potential cross-hybridization, and a flexible tiling array design pipeline. Unlike BLAST or simple suffix array based methods, computing and using our uniqueness measurement can be more efficient for large scale design and require less memory. The parameters provided could assist in various types of genomic tiling task. In addition, using both commercial array data and experiment data we show, unlike previously claimed, that palindromic sequence exhibiting relatively lower uniqueness. CONCLUSIONS: Our proposed penalized uniqueness score could serve as a better indicator for cross hybridization with higher sensitivity and specificity, giving more control of expected array quality. The flexible tiling design algorithm incorporating the penalized uniqueness score was shown to give higher coverage and resolution. The package to calculate the penalized uniqueness score and the described probe selection algorithm are implemented as a Perl program, which is freely available at http://www1.fbn-dummerstorf.de/en/forschung/fbs/fb3/paper/2012-yang-1/OTAD.v1.1.tar.gz. BioMed Central 2012-12-05 /pmc/articles/PMC3583072/ /pubmed/23216884 http://dx.doi.org/10.1186/1471-2105-13-323 Text en Copyright ©2012 Du et al.; licensee BioMed Central Ltd. http://creativecommons.org/licenses/by/2.0 This is an Open Access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/2.0), which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.
spellingShingle Methodology Article
Du, Yang
Murani, Eduard
Ponsuksili, Siriluck
Wimmers, Klaus
Flexible and efficient genome tiling design with penalized uniqueness score
title Flexible and efficient genome tiling design with penalized uniqueness score
title_full Flexible and efficient genome tiling design with penalized uniqueness score
title_fullStr Flexible and efficient genome tiling design with penalized uniqueness score
title_full_unstemmed Flexible and efficient genome tiling design with penalized uniqueness score
title_short Flexible and efficient genome tiling design with penalized uniqueness score
title_sort flexible and efficient genome tiling design with penalized uniqueness score
topic Methodology Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3583072/
https://www.ncbi.nlm.nih.gov/pubmed/23216884
http://dx.doi.org/10.1186/1471-2105-13-323
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