Cargando…

Analysis of Different Approaches for the Selection of Reference Genes in RT-qPCR Experiments: A Case Study in Skeletal Muscle of Growing Mice

The reliability of reverse transcription-quantitative PCR (RT-qPCR) results in gene expression studies depends on the approaches used to account for non-biological variations. In order to find a proper normalization strategy for the study of genes related to growth hormone signaling in skeletal musc...

Descripción completa

Detalles Bibliográficos
Autores principales: Piazza, Verónica G., Bartke, Andrzej, Miquet, Johanna G., Sotelo, Ana I.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2017
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5454972/
https://www.ncbi.nlm.nih.gov/pubmed/28509880
http://dx.doi.org/10.3390/ijms18051060
_version_ 1783240950452060160
author Piazza, Verónica G.
Bartke, Andrzej
Miquet, Johanna G.
Sotelo, Ana I.
author_facet Piazza, Verónica G.
Bartke, Andrzej
Miquet, Johanna G.
Sotelo, Ana I.
author_sort Piazza, Verónica G.
collection PubMed
description The reliability of reverse transcription-quantitative PCR (RT-qPCR) results in gene expression studies depends on the approaches used to account for non-biological variations. In order to find a proper normalization strategy for the study of genes related to growth hormone signaling in skeletal muscle of growing mice, nine unrelated genes were evaluated as internal controls. According to the most used algorithms–geNorm, the Comparative ΔCq method, NormFinder and BestKeeper–GSK3B, YWHAZ, RPL13A and RN18S were found as the most stable. However, the relative expression levels of eight of the potential reference genes assessed decreased with age in cDNA samples obtained from the same amount of total RNA. In a different approach to analyze this apparent discrepancy, experiments were performed with cDNA obtained from equal amounts of purified mRNA. Since the decline was still observed, the hypothesis of an age-related change in mRNA to total RNA ratio that could account for the systematic decrease was rejected. Differences among experimental groups could be due to a substantial increase with age in highly expressed mRNAs, which would bias the quantitation of the remaining genes. Consequently, those reference genes reflecting this dilution effect, which would have been discarded considering their variable relative expression levels, arose as suitable internal controls.
format Online
Article
Text
id pubmed-5454972
institution National Center for Biotechnology Information
language English
publishDate 2017
publisher MDPI
record_format MEDLINE/PubMed
spelling pubmed-54549722017-06-08 Analysis of Different Approaches for the Selection of Reference Genes in RT-qPCR Experiments: A Case Study in Skeletal Muscle of Growing Mice Piazza, Verónica G. Bartke, Andrzej Miquet, Johanna G. Sotelo, Ana I. Int J Mol Sci Article The reliability of reverse transcription-quantitative PCR (RT-qPCR) results in gene expression studies depends on the approaches used to account for non-biological variations. In order to find a proper normalization strategy for the study of genes related to growth hormone signaling in skeletal muscle of growing mice, nine unrelated genes were evaluated as internal controls. According to the most used algorithms–geNorm, the Comparative ΔCq method, NormFinder and BestKeeper–GSK3B, YWHAZ, RPL13A and RN18S were found as the most stable. However, the relative expression levels of eight of the potential reference genes assessed decreased with age in cDNA samples obtained from the same amount of total RNA. In a different approach to analyze this apparent discrepancy, experiments were performed with cDNA obtained from equal amounts of purified mRNA. Since the decline was still observed, the hypothesis of an age-related change in mRNA to total RNA ratio that could account for the systematic decrease was rejected. Differences among experimental groups could be due to a substantial increase with age in highly expressed mRNAs, which would bias the quantitation of the remaining genes. Consequently, those reference genes reflecting this dilution effect, which would have been discarded considering their variable relative expression levels, arose as suitable internal controls. MDPI 2017-05-16 /pmc/articles/PMC5454972/ /pubmed/28509880 http://dx.doi.org/10.3390/ijms18051060 Text en © 2017 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (http://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Piazza, Verónica G.
Bartke, Andrzej
Miquet, Johanna G.
Sotelo, Ana I.
Analysis of Different Approaches for the Selection of Reference Genes in RT-qPCR Experiments: A Case Study in Skeletal Muscle of Growing Mice
title Analysis of Different Approaches for the Selection of Reference Genes in RT-qPCR Experiments: A Case Study in Skeletal Muscle of Growing Mice
title_full Analysis of Different Approaches for the Selection of Reference Genes in RT-qPCR Experiments: A Case Study in Skeletal Muscle of Growing Mice
title_fullStr Analysis of Different Approaches for the Selection of Reference Genes in RT-qPCR Experiments: A Case Study in Skeletal Muscle of Growing Mice
title_full_unstemmed Analysis of Different Approaches for the Selection of Reference Genes in RT-qPCR Experiments: A Case Study in Skeletal Muscle of Growing Mice
title_short Analysis of Different Approaches for the Selection of Reference Genes in RT-qPCR Experiments: A Case Study in Skeletal Muscle of Growing Mice
title_sort analysis of different approaches for the selection of reference genes in rt-qpcr experiments: a case study in skeletal muscle of growing mice
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5454972/
https://www.ncbi.nlm.nih.gov/pubmed/28509880
http://dx.doi.org/10.3390/ijms18051060
work_keys_str_mv AT piazzaveronicag analysisofdifferentapproachesfortheselectionofreferencegenesinrtqpcrexperimentsacasestudyinskeletalmuscleofgrowingmice
AT bartkeandrzej analysisofdifferentapproachesfortheselectionofreferencegenesinrtqpcrexperimentsacasestudyinskeletalmuscleofgrowingmice
AT miquetjohannag analysisofdifferentapproachesfortheselectionofreferencegenesinrtqpcrexperimentsacasestudyinskeletalmuscleofgrowingmice
AT soteloanai analysisofdifferentapproachesfortheselectionofreferencegenesinrtqpcrexperimentsacasestudyinskeletalmuscleofgrowingmice