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Improved assay-dependent searching of nucleic acid sequence databases

Nucleic acid-based biochemical assays are crucial to modern biology. Key applications, such as detection of bacterial, viral and fungal pathogens, require detailed knowledge of assay sensitivity and specificity to obtain reliable results. Improved methods to predict assay performance are needed for...

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Detalles Bibliográficos
Autores principales: Gans, Jason D., Wolinsky, Murray
Formato: Texto
Lenguaje:English
Publicado: Oxford University Press 2008
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC2475610/
https://www.ncbi.nlm.nih.gov/pubmed/18515842
http://dx.doi.org/10.1093/nar/gkn301
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author Gans, Jason D.
Wolinsky, Murray
author_facet Gans, Jason D.
Wolinsky, Murray
author_sort Gans, Jason D.
collection PubMed
description Nucleic acid-based biochemical assays are crucial to modern biology. Key applications, such as detection of bacterial, viral and fungal pathogens, require detailed knowledge of assay sensitivity and specificity to obtain reliable results. Improved methods to predict assay performance are needed for exploiting the exponentially growing amount of DNA sequence data and for reducing the experimental effort required to develop robust detection assays. Toward this goal, we present an algorithm for the calculation of sequence similarity based on DNA thermodynamics. In our approach, search queries consist of one to three oligonucleotide sequences representing either a hybridization probe, a pair of Padlock probes or a pair of PCR primers with an optional TaqMan™ probe (i.e. in silico or ‘virtual’ PCR). Matches are reported if the query and target satisfy both the thermodynamics of the assay (binding at a specified hybridization temperature and/or change in free energy) and the relevant biological constraints (assay sequences binding to the correct target duplex strands in the required orientations). The sensitivity and specificity of our method is evaluated by comparing predicted to known sequence tagged sites in the human genome. Free energy is shown to be a more sensitive and specific match criterion than hybridization temperature.
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spelling pubmed-24756102008-07-21 Improved assay-dependent searching of nucleic acid sequence databases Gans, Jason D. Wolinsky, Murray Nucleic Acids Res Methods Online Nucleic acid-based biochemical assays are crucial to modern biology. Key applications, such as detection of bacterial, viral and fungal pathogens, require detailed knowledge of assay sensitivity and specificity to obtain reliable results. Improved methods to predict assay performance are needed for exploiting the exponentially growing amount of DNA sequence data and for reducing the experimental effort required to develop robust detection assays. Toward this goal, we present an algorithm for the calculation of sequence similarity based on DNA thermodynamics. In our approach, search queries consist of one to three oligonucleotide sequences representing either a hybridization probe, a pair of Padlock probes or a pair of PCR primers with an optional TaqMan™ probe (i.e. in silico or ‘virtual’ PCR). Matches are reported if the query and target satisfy both the thermodynamics of the assay (binding at a specified hybridization temperature and/or change in free energy) and the relevant biological constraints (assay sequences binding to the correct target duplex strands in the required orientations). The sensitivity and specificity of our method is evaluated by comparing predicted to known sequence tagged sites in the human genome. Free energy is shown to be a more sensitive and specific match criterion than hybridization temperature. Oxford University Press 2008-07 2008-05-31 /pmc/articles/PMC2475610/ /pubmed/18515842 http://dx.doi.org/10.1093/nar/gkn301 Text en © 2008 The Author(s) http://creativecommons.org/licenses/by-nc/2.0/uk/ This is an Open Access article distributed under the terms of the Creative Commons Attribution Non-Commercial License (http://creativecommons.org/licenses/by-nc/2.0/uk/) which permits unrestricted non-commercial use, distribution, and reproduction in any medium, provided the original work is properly cited.
spellingShingle Methods Online
Gans, Jason D.
Wolinsky, Murray
Improved assay-dependent searching of nucleic acid sequence databases
title Improved assay-dependent searching of nucleic acid sequence databases
title_full Improved assay-dependent searching of nucleic acid sequence databases
title_fullStr Improved assay-dependent searching of nucleic acid sequence databases
title_full_unstemmed Improved assay-dependent searching of nucleic acid sequence databases
title_short Improved assay-dependent searching of nucleic acid sequence databases
title_sort improved assay-dependent searching of nucleic acid sequence databases
topic Methods Online
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC2475610/
https://www.ncbi.nlm.nih.gov/pubmed/18515842
http://dx.doi.org/10.1093/nar/gkn301
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