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Evaluation of candidate reference genes for quantitative real-time PCR analysis in a male rat model of dietary iron deficiency
BACKGROUND: Quantitative real-time polymerase chain reaction (qPCR) is a reliable and efficient method for quantitation of gene expression. Due to the increased use of qPCR in examining nutrient-gene interactions, it is important to examine, develop, and utilize standardized approaches for data anal...
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Formato: | Online Artículo Texto |
Lenguaje: | English |
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BioMed Central
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8487497/ https://www.ncbi.nlm.nih.gov/pubmed/34600467 http://dx.doi.org/10.1186/s12263-021-00698-0 |
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author | Fiddler, Joanna L. Clarke, Stephen L. |
author_facet | Fiddler, Joanna L. Clarke, Stephen L. |
author_sort | Fiddler, Joanna L. |
collection | PubMed |
description | BACKGROUND: Quantitative real-time polymerase chain reaction (qPCR) is a reliable and efficient method for quantitation of gene expression. Due to the increased use of qPCR in examining nutrient-gene interactions, it is important to examine, develop, and utilize standardized approaches for data analyses and interpretation. A common method used to normalize expression data involves the use of reference genes (RG) to determine relative mRNA abundance. When calculating the relative abundance, the selection of RG can influence experimental results and has the potential to skew data interpretation. Although common RG may be used for normalization, often little consideration is given to the suitability of RG selection for an experimental condition or between various tissue or cell types. In the current study, we examined the stability of gene expression using BestKeeper, comparative delta quantitation cycle, NormFinder, and RefFinder in a variety of tissues obtained from iron-deficient and pair-fed iron-replete rats to determine the optimal selection among ten candidate RG. RESULTS: Our results suggest that several commonly used RG (e.g., Actb and Gapdh) exhibit less stability compared to other candidate RG (e.g., Rpl19 and Rps29) in both iron-deficient and iron-replete pair-fed conditions. For all evaluated RG, Tfrc expression significantly increased in iron-deficient animal livers compared to the iron-replete pair-fed controls; however, the relative induction varied nearly 4-fold between the most suitable (Rpl19) and least suitable (Gapdh) RG. CONCLUSION: These results indicate the selection and use of RG should be empirically determined and RG selection may vary across experimental conditions and biological tissues. |
format | Online Article Text |
id | pubmed-8487497 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-84874972021-10-04 Evaluation of candidate reference genes for quantitative real-time PCR analysis in a male rat model of dietary iron deficiency Fiddler, Joanna L. Clarke, Stephen L. Genes Nutr Research BACKGROUND: Quantitative real-time polymerase chain reaction (qPCR) is a reliable and efficient method for quantitation of gene expression. Due to the increased use of qPCR in examining nutrient-gene interactions, it is important to examine, develop, and utilize standardized approaches for data analyses and interpretation. A common method used to normalize expression data involves the use of reference genes (RG) to determine relative mRNA abundance. When calculating the relative abundance, the selection of RG can influence experimental results and has the potential to skew data interpretation. Although common RG may be used for normalization, often little consideration is given to the suitability of RG selection for an experimental condition or between various tissue or cell types. In the current study, we examined the stability of gene expression using BestKeeper, comparative delta quantitation cycle, NormFinder, and RefFinder in a variety of tissues obtained from iron-deficient and pair-fed iron-replete rats to determine the optimal selection among ten candidate RG. RESULTS: Our results suggest that several commonly used RG (e.g., Actb and Gapdh) exhibit less stability compared to other candidate RG (e.g., Rpl19 and Rps29) in both iron-deficient and iron-replete pair-fed conditions. For all evaluated RG, Tfrc expression significantly increased in iron-deficient animal livers compared to the iron-replete pair-fed controls; however, the relative induction varied nearly 4-fold between the most suitable (Rpl19) and least suitable (Gapdh) RG. CONCLUSION: These results indicate the selection and use of RG should be empirically determined and RG selection may vary across experimental conditions and biological tissues. BioMed Central 2021-10-02 /pmc/articles/PMC8487497/ /pubmed/34600467 http://dx.doi.org/10.1186/s12263-021-00698-0 Text en © The Author(s) 2021 https://creativecommons.org/licenses/by/4.0/Open AccessThis article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . |
spellingShingle | Research Fiddler, Joanna L. Clarke, Stephen L. Evaluation of candidate reference genes for quantitative real-time PCR analysis in a male rat model of dietary iron deficiency |
title | Evaluation of candidate reference genes for quantitative real-time PCR analysis in a male rat model of dietary iron deficiency |
title_full | Evaluation of candidate reference genes for quantitative real-time PCR analysis in a male rat model of dietary iron deficiency |
title_fullStr | Evaluation of candidate reference genes for quantitative real-time PCR analysis in a male rat model of dietary iron deficiency |
title_full_unstemmed | Evaluation of candidate reference genes for quantitative real-time PCR analysis in a male rat model of dietary iron deficiency |
title_short | Evaluation of candidate reference genes for quantitative real-time PCR analysis in a male rat model of dietary iron deficiency |
title_sort | evaluation of candidate reference genes for quantitative real-time pcr analysis in a male rat model of dietary iron deficiency |
topic | Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8487497/ https://www.ncbi.nlm.nih.gov/pubmed/34600467 http://dx.doi.org/10.1186/s12263-021-00698-0 |
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