Selection and validation of endogenous reference genes for qRT-PCR analysis in leafy spurge (Euphorbia esula).

Quantitative real-time polymerase chain reaction (qRT-PCR) is the most important tool in measuring levels of gene expression due to its accuracy, specificity, and sensitivity. However, the accuracy of qRT-PCR analysis strongly depends on transcript normalization using stably expressed reference gene...

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Main Authors: Wun S Chao, Münevver Doğramaci, Michael E Foley, David P Horvath, James V Anderson
Format: Article
Language:English
Published: Public Library of Science (PLoS) 2012-01-01
Series:PLoS ONE
Online Access:http://europepmc.org/articles/PMC3419244?pdf=render
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spelling doaj-ab3ac767e934424ba48b4e1557274b2e2020-11-25T01:32:36ZengPublic Library of Science (PLoS)PLoS ONE1932-62032012-01-0178e4283910.1371/journal.pone.0042839Selection and validation of endogenous reference genes for qRT-PCR analysis in leafy spurge (Euphorbia esula).Wun S ChaoMünevver DoğramaciMichael E FoleyDavid P HorvathJames V AndersonQuantitative real-time polymerase chain reaction (qRT-PCR) is the most important tool in measuring levels of gene expression due to its accuracy, specificity, and sensitivity. However, the accuracy of qRT-PCR analysis strongly depends on transcript normalization using stably expressed reference genes. The aim of this study was to find internal reference genes for qRT-PCR analysis in various experimental conditions for seed, adventitious underground bud, and other organs of leafy spurge. Eleven candidate reference genes (BAM4, PU1, TRP-like, FRO1, ORE9, BAM1, SEU, ARF2, KAPP, ZTL, and MPK4) were selected from among 171 genes based on expression stabilities during seed germination and bud growth. The other ten candidate reference genes were selected from three different sources: (1) 3 stably expressed leafy spurge genes (60S, bZIP21, and MD-100) identified from the analyses of leafy spurge microarray data; (2) 3 orthologs of Arabidopsis "general purpose" traditional reference genes (GAPDH_1, GAPDH_2, and UBC); and (3) 4 orthologs of Arabidopsis stably expressed genes (UBC9, SAND, PTB, and F-box) identified from Affymetrix ATH1 whole-genome GeneChip studies. The expression stabilities of these 21 genes were ranked based on the C(T) values of 72 samples using four different computation programs including geNorm, Normfinder, BestKeeper, and the comparative ΔC(T) method. Our analyses revealed SAND, PTB, ORE9, and ARF2 to be the most appropriate reference genes for accurate normalization of gene expression data. Since SAND and PTB were obtained from 4 orthologs of Arabidopsis, while ORE9 and ARF2 were selected from 171 leafy spurge genes, it was more efficient to identify good reference genes from the orthologs of other plant species that were known to be stably expressed than that of randomly testing endogenous genes. Nevertheless, the two newly identified leafy spurge genes, ORE9 and ARF2, can serve as orthologous candidates in the search for reference genes from other plant species.http://europepmc.org/articles/PMC3419244?pdf=render
collection DOAJ
language English
format Article
sources DOAJ
author Wun S Chao
Münevver Doğramaci
Michael E Foley
David P Horvath
James V Anderson
spellingShingle Wun S Chao
Münevver Doğramaci
Michael E Foley
David P Horvath
James V Anderson
Selection and validation of endogenous reference genes for qRT-PCR analysis in leafy spurge (Euphorbia esula).
PLoS ONE
author_facet Wun S Chao
Münevver Doğramaci
Michael E Foley
David P Horvath
James V Anderson
author_sort Wun S Chao
title Selection and validation of endogenous reference genes for qRT-PCR analysis in leafy spurge (Euphorbia esula).
title_short Selection and validation of endogenous reference genes for qRT-PCR analysis in leafy spurge (Euphorbia esula).
title_full Selection and validation of endogenous reference genes for qRT-PCR analysis in leafy spurge (Euphorbia esula).
title_fullStr Selection and validation of endogenous reference genes for qRT-PCR analysis in leafy spurge (Euphorbia esula).
title_full_unstemmed Selection and validation of endogenous reference genes for qRT-PCR analysis in leafy spurge (Euphorbia esula).
title_sort selection and validation of endogenous reference genes for qrt-pcr analysis in leafy spurge (euphorbia esula).
publisher Public Library of Science (PLoS)
series PLoS ONE
issn 1932-6203
publishDate 2012-01-01
description Quantitative real-time polymerase chain reaction (qRT-PCR) is the most important tool in measuring levels of gene expression due to its accuracy, specificity, and sensitivity. However, the accuracy of qRT-PCR analysis strongly depends on transcript normalization using stably expressed reference genes. The aim of this study was to find internal reference genes for qRT-PCR analysis in various experimental conditions for seed, adventitious underground bud, and other organs of leafy spurge. Eleven candidate reference genes (BAM4, PU1, TRP-like, FRO1, ORE9, BAM1, SEU, ARF2, KAPP, ZTL, and MPK4) were selected from among 171 genes based on expression stabilities during seed germination and bud growth. The other ten candidate reference genes were selected from three different sources: (1) 3 stably expressed leafy spurge genes (60S, bZIP21, and MD-100) identified from the analyses of leafy spurge microarray data; (2) 3 orthologs of Arabidopsis "general purpose" traditional reference genes (GAPDH_1, GAPDH_2, and UBC); and (3) 4 orthologs of Arabidopsis stably expressed genes (UBC9, SAND, PTB, and F-box) identified from Affymetrix ATH1 whole-genome GeneChip studies. The expression stabilities of these 21 genes were ranked based on the C(T) values of 72 samples using four different computation programs including geNorm, Normfinder, BestKeeper, and the comparative ΔC(T) method. Our analyses revealed SAND, PTB, ORE9, and ARF2 to be the most appropriate reference genes for accurate normalization of gene expression data. Since SAND and PTB were obtained from 4 orthologs of Arabidopsis, while ORE9 and ARF2 were selected from 171 leafy spurge genes, it was more efficient to identify good reference genes from the orthologs of other plant species that were known to be stably expressed than that of randomly testing endogenous genes. Nevertheless, the two newly identified leafy spurge genes, ORE9 and ARF2, can serve as orthologous candidates in the search for reference genes from other plant species.
url http://europepmc.org/articles/PMC3419244?pdf=render
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