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The use of reference gene selection programs to study the silvering transformation in a freshwater eel Anguilla australis: a cautionary tale

BACKGROUND: Quantitative real-time PCR (qPCR) has been the method of choice for the quantification of mRNA. Due to the various artifactual factors that may affect the accuracy of qPCR, internal reference genes are most often used to normalize qPCR data. Recently, many studies have employed computer...

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Autores principales: Setiawan, Alvin N, Lokman, P Mark
Formato: Texto
Lenguaje:English
Publicado: BioMed Central 2010
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC2949605/
https://www.ncbi.nlm.nih.gov/pubmed/20860839
http://dx.doi.org/10.1186/1471-2199-11-75
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author Setiawan, Alvin N
Lokman, P Mark
author_facet Setiawan, Alvin N
Lokman, P Mark
author_sort Setiawan, Alvin N
collection PubMed
description BACKGROUND: Quantitative real-time PCR (qPCR) has been the method of choice for the quantification of mRNA. Due to the various artifactual factors that may affect the accuracy of qPCR, internal reference genes are most often used to normalize qPCR data. Recently, many studies have employed computer programs such as GeNorm, BestKeeper and NormFinder in selecting reference genes, but very few statistically validate the outcomes of these programs. Thus, in this study, we selected reference genes for qPCR of liver and ovary samples of yellow (juvenile), migratory (silver) and 11-KT treated juveniles of New Zealand shortfinned eels (Anguilla australis) using the three computer programs and validate the selected genes statistically using REST 2009 software and the Mann-Whitney test. We also tested for the repeatability of use for the best reference genes by applying them to a data set obtained in a similar experiment conducted the previous year. RESULTS: Out of six candidate genes, the combination of 18 s and eef1 was found to be the best statistically validated reference for liver, while in ovary it was l36. However, discrepancies in gene rankings were found between the different programs. Also, statistical validation procedures showed that several genes put forward as being the best by the programs were in fact, regulated, making them unsuitable as reference genes. Additionally, eef1 which was found to be a suitable - though not the top ranked - reference gene for liver tissues in one year, was regulated in another. CONCLUSIONS: Our study highlights the need for external validations of reference gene selections made by computer programs. Researchers need to be vigilant in validating and reporting the rationale for the use of reference gene in published studies.
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spelling pubmed-29496052010-10-06 The use of reference gene selection programs to study the silvering transformation in a freshwater eel Anguilla australis: a cautionary tale Setiawan, Alvin N Lokman, P Mark BMC Mol Biol Research Article BACKGROUND: Quantitative real-time PCR (qPCR) has been the method of choice for the quantification of mRNA. Due to the various artifactual factors that may affect the accuracy of qPCR, internal reference genes are most often used to normalize qPCR data. Recently, many studies have employed computer programs such as GeNorm, BestKeeper and NormFinder in selecting reference genes, but very few statistically validate the outcomes of these programs. Thus, in this study, we selected reference genes for qPCR of liver and ovary samples of yellow (juvenile), migratory (silver) and 11-KT treated juveniles of New Zealand shortfinned eels (Anguilla australis) using the three computer programs and validate the selected genes statistically using REST 2009 software and the Mann-Whitney test. We also tested for the repeatability of use for the best reference genes by applying them to a data set obtained in a similar experiment conducted the previous year. RESULTS: Out of six candidate genes, the combination of 18 s and eef1 was found to be the best statistically validated reference for liver, while in ovary it was l36. However, discrepancies in gene rankings were found between the different programs. Also, statistical validation procedures showed that several genes put forward as being the best by the programs were in fact, regulated, making them unsuitable as reference genes. Additionally, eef1 which was found to be a suitable - though not the top ranked - reference gene for liver tissues in one year, was regulated in another. CONCLUSIONS: Our study highlights the need for external validations of reference gene selections made by computer programs. Researchers need to be vigilant in validating and reporting the rationale for the use of reference gene in published studies. BioMed Central 2010-09-22 /pmc/articles/PMC2949605/ /pubmed/20860839 http://dx.doi.org/10.1186/1471-2199-11-75 Text en Copyright ©2010 Setiawan and Lokman; 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
Setiawan, Alvin N
Lokman, P Mark
The use of reference gene selection programs to study the silvering transformation in a freshwater eel Anguilla australis: a cautionary tale
title The use of reference gene selection programs to study the silvering transformation in a freshwater eel Anguilla australis: a cautionary tale
title_full The use of reference gene selection programs to study the silvering transformation in a freshwater eel Anguilla australis: a cautionary tale
title_fullStr The use of reference gene selection programs to study the silvering transformation in a freshwater eel Anguilla australis: a cautionary tale
title_full_unstemmed The use of reference gene selection programs to study the silvering transformation in a freshwater eel Anguilla australis: a cautionary tale
title_short The use of reference gene selection programs to study the silvering transformation in a freshwater eel Anguilla australis: a cautionary tale
title_sort use of reference gene selection programs to study the silvering transformation in a freshwater eel anguilla australis: a cautionary tale
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC2949605/
https://www.ncbi.nlm.nih.gov/pubmed/20860839
http://dx.doi.org/10.1186/1471-2199-11-75
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