Expressed repeat elements improve RT-qPCR normalization across a wide range of zebrafish gene expression studies.

The selection and validation of stably expressed reference genes is a critical issue for proper RT-qPCR data normalization. In zebrafish expression studies, many commonly used reference genes are not generally applicable given their variability in expression levels under a variety of experimental co...

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Main Authors: Suzanne Vanhauwaert, Gert Van Peer, Ali Rihani, Els Janssens, Pieter Rondou, Steve Lefever, Anne De Paepe, Paul J Coucke, Frank Speleman, Jo Vandesompele, Andy Willaert
Format: Article
Language:English
Published: Public Library of Science (PLoS) 2014-01-01
Series:PLoS ONE
Online Access:https://doi.org/10.1371/journal.pone.0109091
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spelling doaj-a6382c55a7bf4b94ac25bc96462555102021-03-04T08:53:25ZengPublic Library of Science (PLoS)PLoS ONE1932-62032014-01-01910e10909110.1371/journal.pone.0109091Expressed repeat elements improve RT-qPCR normalization across a wide range of zebrafish gene expression studies.Suzanne VanhauwaertGert Van PeerAli RihaniEls JanssensPieter RondouSteve LefeverAnne De PaepePaul J CouckeFrank SpelemanJo VandesompeleAndy WillaertThe selection and validation of stably expressed reference genes is a critical issue for proper RT-qPCR data normalization. In zebrafish expression studies, many commonly used reference genes are not generally applicable given their variability in expression levels under a variety of experimental conditions. Inappropriate use of these reference genes may lead to false interpretation of expression data and unreliable conclusions. In this study, we evaluated a novel normalization method in zebrafish using expressed repetitive elements (ERE) as reference targets, instead of specific protein coding mRNA targets. We assessed and compared the expression stability of a number of EREs to that of commonly used zebrafish reference genes in a diverse set of experimental conditions including a developmental time series, a set of different organs from adult fish and different treatments of zebrafish embryos including morpholino injections and administration of chemicals. Using geNorm and rank aggregation analysis we demonstrated that EREs have a higher overall expression stability compared to the commonly used reference genes. Moreover, we propose a limited set of ERE reference targets (hatn10, dna15ta1 and loopern4), that show stable expression throughout the wide range of experiments in this study, as strong candidates for inclusion as reference targets for qPCR normalization in future zebrafish expression studies. Our applied strategy to find and evaluate candidate expressed repeat elements for RT-qPCR data normalization has high potential to be used also for other species.https://doi.org/10.1371/journal.pone.0109091
collection DOAJ
language English
format Article
sources DOAJ
author Suzanne Vanhauwaert
Gert Van Peer
Ali Rihani
Els Janssens
Pieter Rondou
Steve Lefever
Anne De Paepe
Paul J Coucke
Frank Speleman
Jo Vandesompele
Andy Willaert
spellingShingle Suzanne Vanhauwaert
Gert Van Peer
Ali Rihani
Els Janssens
Pieter Rondou
Steve Lefever
Anne De Paepe
Paul J Coucke
Frank Speleman
Jo Vandesompele
Andy Willaert
Expressed repeat elements improve RT-qPCR normalization across a wide range of zebrafish gene expression studies.
PLoS ONE
author_facet Suzanne Vanhauwaert
Gert Van Peer
Ali Rihani
Els Janssens
Pieter Rondou
Steve Lefever
Anne De Paepe
Paul J Coucke
Frank Speleman
Jo Vandesompele
Andy Willaert
author_sort Suzanne Vanhauwaert
title Expressed repeat elements improve RT-qPCR normalization across a wide range of zebrafish gene expression studies.
title_short Expressed repeat elements improve RT-qPCR normalization across a wide range of zebrafish gene expression studies.
title_full Expressed repeat elements improve RT-qPCR normalization across a wide range of zebrafish gene expression studies.
title_fullStr Expressed repeat elements improve RT-qPCR normalization across a wide range of zebrafish gene expression studies.
title_full_unstemmed Expressed repeat elements improve RT-qPCR normalization across a wide range of zebrafish gene expression studies.
title_sort expressed repeat elements improve rt-qpcr normalization across a wide range of zebrafish gene expression studies.
publisher Public Library of Science (PLoS)
series PLoS ONE
issn 1932-6203
publishDate 2014-01-01
description The selection and validation of stably expressed reference genes is a critical issue for proper RT-qPCR data normalization. In zebrafish expression studies, many commonly used reference genes are not generally applicable given their variability in expression levels under a variety of experimental conditions. Inappropriate use of these reference genes may lead to false interpretation of expression data and unreliable conclusions. In this study, we evaluated a novel normalization method in zebrafish using expressed repetitive elements (ERE) as reference targets, instead of specific protein coding mRNA targets. We assessed and compared the expression stability of a number of EREs to that of commonly used zebrafish reference genes in a diverse set of experimental conditions including a developmental time series, a set of different organs from adult fish and different treatments of zebrafish embryos including morpholino injections and administration of chemicals. Using geNorm and rank aggregation analysis we demonstrated that EREs have a higher overall expression stability compared to the commonly used reference genes. Moreover, we propose a limited set of ERE reference targets (hatn10, dna15ta1 and loopern4), that show stable expression throughout the wide range of experiments in this study, as strong candidates for inclusion as reference targets for qPCR normalization in future zebrafish expression studies. Our applied strategy to find and evaluate candidate expressed repeat elements for RT-qPCR data normalization has high potential to be used also for other species.
url https://doi.org/10.1371/journal.pone.0109091
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