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pcrEfficiency: a Web tool for PCR amplification efficiency prediction

BACKGROUND: Relative calculation of differential gene expression in quantitative PCR reactions requires comparison between amplification experiments that include reference genes and genes under study. Ignoring the differences between their efficiencies may lead to miscalculation of gene expression e...

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Detalles Bibliográficos
Autores principales: Mallona, Izaskun, Weiss, Julia, Marcos, Egea-Cortines
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2011
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3234296/
https://www.ncbi.nlm.nih.gov/pubmed/22014212
http://dx.doi.org/10.1186/1471-2105-12-404
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author Mallona, Izaskun
Weiss, Julia
Marcos, Egea-Cortines
author_facet Mallona, Izaskun
Weiss, Julia
Marcos, Egea-Cortines
author_sort Mallona, Izaskun
collection PubMed
description BACKGROUND: Relative calculation of differential gene expression in quantitative PCR reactions requires comparison between amplification experiments that include reference genes and genes under study. Ignoring the differences between their efficiencies may lead to miscalculation of gene expression even with the same starting amount of template. Although there are several tools performing PCR primer design, there is no tool available that predicts PCR efficiency for a given amplicon and primer pair. RESULTS: We have used a statistical approach based on 90 primer pair combinations amplifying templates from bacteria, yeast, plants and humans, ranging in size between 74 and 907 bp to identify the parameters that affect PCR efficiency. We developed a generalized additive model fitting the data and constructed an open source Web interface that allows the obtention of oligonucleotides optimized for PCR with predicted amplification efficiencies starting from a given sequence. CONCLUSIONS: pcrEfficiency provides an easy-to-use web interface allowing the prediction of PCR efficiencies prior to web lab experiments thus easing quantitative real-time PCR set-up. A web-based service as well the source code are provided freely at http://srvgen.upct.es/efficiency.html under the GPL v2 license.
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spelling pubmed-32342962011-12-12 pcrEfficiency: a Web tool for PCR amplification efficiency prediction Mallona, Izaskun Weiss, Julia Marcos, Egea-Cortines BMC Bioinformatics Research Article BACKGROUND: Relative calculation of differential gene expression in quantitative PCR reactions requires comparison between amplification experiments that include reference genes and genes under study. Ignoring the differences between their efficiencies may lead to miscalculation of gene expression even with the same starting amount of template. Although there are several tools performing PCR primer design, there is no tool available that predicts PCR efficiency for a given amplicon and primer pair. RESULTS: We have used a statistical approach based on 90 primer pair combinations amplifying templates from bacteria, yeast, plants and humans, ranging in size between 74 and 907 bp to identify the parameters that affect PCR efficiency. We developed a generalized additive model fitting the data and constructed an open source Web interface that allows the obtention of oligonucleotides optimized for PCR with predicted amplification efficiencies starting from a given sequence. CONCLUSIONS: pcrEfficiency provides an easy-to-use web interface allowing the prediction of PCR efficiencies prior to web lab experiments thus easing quantitative real-time PCR set-up. A web-based service as well the source code are provided freely at http://srvgen.upct.es/efficiency.html under the GPL v2 license. BioMed Central 2011-10-20 /pmc/articles/PMC3234296/ /pubmed/22014212 http://dx.doi.org/10.1186/1471-2105-12-404 Text en Copyright ©2011 Mallona 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
Mallona, Izaskun
Weiss, Julia
Marcos, Egea-Cortines
pcrEfficiency: a Web tool for PCR amplification efficiency prediction
title pcrEfficiency: a Web tool for PCR amplification efficiency prediction
title_full pcrEfficiency: a Web tool for PCR amplification efficiency prediction
title_fullStr pcrEfficiency: a Web tool for PCR amplification efficiency prediction
title_full_unstemmed pcrEfficiency: a Web tool for PCR amplification efficiency prediction
title_short pcrEfficiency: a Web tool for PCR amplification efficiency prediction
title_sort pcrefficiency: a web tool for pcr amplification efficiency prediction
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3234296/
https://www.ncbi.nlm.nih.gov/pubmed/22014212
http://dx.doi.org/10.1186/1471-2105-12-404
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