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Seeds for effective oligonucleotide design

BACKGROUND: DNA oligonucleotides are a very useful tool in biology. The best algorithms for designing good DNA oligonucleotides are filtering out unsuitable regions using a seeding approach. Determining the quality of the seeds is crucial for the performance of these algorithms. RESULTS: We present...

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Detalles Bibliográficos
Autores principales: Ilie, Lucian, Ilie, Silvana, Khoshraftar, Shima, Bigvand, Anahita Mansouri
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2011
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3128067/
https://www.ncbi.nlm.nih.gov/pubmed/21627845
http://dx.doi.org/10.1186/1471-2164-12-280
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author Ilie, Lucian
Ilie, Silvana
Khoshraftar, Shima
Bigvand, Anahita Mansouri
author_facet Ilie, Lucian
Ilie, Silvana
Khoshraftar, Shima
Bigvand, Anahita Mansouri
author_sort Ilie, Lucian
collection PubMed
description BACKGROUND: DNA oligonucleotides are a very useful tool in biology. The best algorithms for designing good DNA oligonucleotides are filtering out unsuitable regions using a seeding approach. Determining the quality of the seeds is crucial for the performance of these algorithms. RESULTS: We present a sound framework for evaluating the quality of seeds for oligonucleotide design. The F - score is used to measure the accuracy of each seed. A number of natural candidates are tested: contiguous (BLAST-like), spaced, transitions-constrained, and multiple spaced seeds. Multiple spaced seeds are the best, with more seeds providing better accuracy. Single spaced and transition seeds are very close whereas, as expected, contiguous seeds come last. Increased accuracy comes at the price of reduced efficiency. An exception is that single spaced and transitions-constrained seeds are both more accurate and more efficient than contiguous ones. CONCLUSIONS: Our work confirms another application where multiple spaced seeds perform the best. It will be useful in improving the algorithms for oligonucleotide design.
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spelling pubmed-31280672011-07-01 Seeds for effective oligonucleotide design Ilie, Lucian Ilie, Silvana Khoshraftar, Shima Bigvand, Anahita Mansouri BMC Genomics Research Article BACKGROUND: DNA oligonucleotides are a very useful tool in biology. The best algorithms for designing good DNA oligonucleotides are filtering out unsuitable regions using a seeding approach. Determining the quality of the seeds is crucial for the performance of these algorithms. RESULTS: We present a sound framework for evaluating the quality of seeds for oligonucleotide design. The F - score is used to measure the accuracy of each seed. A number of natural candidates are tested: contiguous (BLAST-like), spaced, transitions-constrained, and multiple spaced seeds. Multiple spaced seeds are the best, with more seeds providing better accuracy. Single spaced and transition seeds are very close whereas, as expected, contiguous seeds come last. Increased accuracy comes at the price of reduced efficiency. An exception is that single spaced and transitions-constrained seeds are both more accurate and more efficient than contiguous ones. CONCLUSIONS: Our work confirms another application where multiple spaced seeds perform the best. It will be useful in improving the algorithms for oligonucleotide design. BioMed Central 2011-06-01 /pmc/articles/PMC3128067/ /pubmed/21627845 http://dx.doi.org/10.1186/1471-2164-12-280 Text en Copyright ©2011 Ilie 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 Research Article
Ilie, Lucian
Ilie, Silvana
Khoshraftar, Shima
Bigvand, Anahita Mansouri
Seeds for effective oligonucleotide design
title Seeds for effective oligonucleotide design
title_full Seeds for effective oligonucleotide design
title_fullStr Seeds for effective oligonucleotide design
title_full_unstemmed Seeds for effective oligonucleotide design
title_short Seeds for effective oligonucleotide design
title_sort seeds for effective oligonucleotide design
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3128067/
https://www.ncbi.nlm.nih.gov/pubmed/21627845
http://dx.doi.org/10.1186/1471-2164-12-280
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