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Using Ribosomal Protein Genes as Reference: A Tale of Caution

BACKGROUND: Housekeeping genes are needed in every tissue as their expression is required for survival, integrity or duplication of every cell. Housekeeping genes commonly have been used as reference genes to normalize gene expression data, the underlying assumption being that they are expressed in...

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Autores principales: Thorrez, Lieven, Van Deun, Katrijn, Tranchevent, Léon-Charles, Van Lommel, Leentje, Engelen, Kristof, Marchal, Kathleen, Moreau, Yves, Van Mechelen, Iven, Schuit, Frans
Formato: Texto
Lenguaje:English
Publicado: Public Library of Science 2008
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC2267211/
https://www.ncbi.nlm.nih.gov/pubmed/18365009
http://dx.doi.org/10.1371/journal.pone.0001854
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author Thorrez, Lieven
Van Deun, Katrijn
Tranchevent, Léon-Charles
Van Lommel, Leentje
Engelen, Kristof
Marchal, Kathleen
Moreau, Yves
Van Mechelen, Iven
Schuit, Frans
author_facet Thorrez, Lieven
Van Deun, Katrijn
Tranchevent, Léon-Charles
Van Lommel, Leentje
Engelen, Kristof
Marchal, Kathleen
Moreau, Yves
Van Mechelen, Iven
Schuit, Frans
author_sort Thorrez, Lieven
collection PubMed
description BACKGROUND: Housekeeping genes are needed in every tissue as their expression is required for survival, integrity or duplication of every cell. Housekeeping genes commonly have been used as reference genes to normalize gene expression data, the underlying assumption being that they are expressed in every cell type at approximately the same level. Often, the terms “reference genes” and “housekeeping genes” are used interchangeably. In this paper, we would like to distinguish between these terms. Consensus is growing that housekeeping genes which have traditionally been used to normalize gene expression data are not good reference genes. Recently, ribosomal protein genes have been suggested as reference genes based on a meta-analysis of publicly available microarray data. METHODOLOGY/PRINCIPAL FINDINGS: We have applied several statistical tools on a dataset of 70 microarrays representing 22 different tissues, to assess and visualize expression stability of ribosomal protein genes. We confirmed the housekeeping status of these genes, but further estimated expression stability across tissues in order to assess their potential as reference genes. One- and two-way ANOVA revealed that all ribosomal protein genes have significant expression variation across tissues and exhibit tissue-dependent expression behavior as a group. Via multidimensional unfolding analysis, we visualized this tissue-dependency. In addition, we explored mechanisms that may cause tissue dependent effects of individual ribosomal protein genes. CONCLUSIONS/SIGNIFICANCE: Here we provide statistical and biological evidence that ribosomal protein genes exhibit important tissue-dependent variation in mRNA expression. Though these genes are most stably expressed of all investigated genes in a meta-analysis they cannot be considered true reference genes.
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spelling pubmed-22672112008-03-26 Using Ribosomal Protein Genes as Reference: A Tale of Caution Thorrez, Lieven Van Deun, Katrijn Tranchevent, Léon-Charles Van Lommel, Leentje Engelen, Kristof Marchal, Kathleen Moreau, Yves Van Mechelen, Iven Schuit, Frans PLoS One Research Article BACKGROUND: Housekeeping genes are needed in every tissue as their expression is required for survival, integrity or duplication of every cell. Housekeeping genes commonly have been used as reference genes to normalize gene expression data, the underlying assumption being that they are expressed in every cell type at approximately the same level. Often, the terms “reference genes” and “housekeeping genes” are used interchangeably. In this paper, we would like to distinguish between these terms. Consensus is growing that housekeeping genes which have traditionally been used to normalize gene expression data are not good reference genes. Recently, ribosomal protein genes have been suggested as reference genes based on a meta-analysis of publicly available microarray data. METHODOLOGY/PRINCIPAL FINDINGS: We have applied several statistical tools on a dataset of 70 microarrays representing 22 different tissues, to assess and visualize expression stability of ribosomal protein genes. We confirmed the housekeeping status of these genes, but further estimated expression stability across tissues in order to assess their potential as reference genes. One- and two-way ANOVA revealed that all ribosomal protein genes have significant expression variation across tissues and exhibit tissue-dependent expression behavior as a group. Via multidimensional unfolding analysis, we visualized this tissue-dependency. In addition, we explored mechanisms that may cause tissue dependent effects of individual ribosomal protein genes. CONCLUSIONS/SIGNIFICANCE: Here we provide statistical and biological evidence that ribosomal protein genes exhibit important tissue-dependent variation in mRNA expression. Though these genes are most stably expressed of all investigated genes in a meta-analysis they cannot be considered true reference genes. Public Library of Science 2008-03-26 /pmc/articles/PMC2267211/ /pubmed/18365009 http://dx.doi.org/10.1371/journal.pone.0001854 Text en Thorrez et al. http://creativecommons.org/licenses/by/4.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are properly credited.
spellingShingle Research Article
Thorrez, Lieven
Van Deun, Katrijn
Tranchevent, Léon-Charles
Van Lommel, Leentje
Engelen, Kristof
Marchal, Kathleen
Moreau, Yves
Van Mechelen, Iven
Schuit, Frans
Using Ribosomal Protein Genes as Reference: A Tale of Caution
title Using Ribosomal Protein Genes as Reference: A Tale of Caution
title_full Using Ribosomal Protein Genes as Reference: A Tale of Caution
title_fullStr Using Ribosomal Protein Genes as Reference: A Tale of Caution
title_full_unstemmed Using Ribosomal Protein Genes as Reference: A Tale of Caution
title_short Using Ribosomal Protein Genes as Reference: A Tale of Caution
title_sort using ribosomal protein genes as reference: a tale of caution
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC2267211/
https://www.ncbi.nlm.nih.gov/pubmed/18365009
http://dx.doi.org/10.1371/journal.pone.0001854
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