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Determination of novel reference genes for improving gene expression data normalization in selected canine reproductive tissues – a multistudy analysis
BACKGROUND: Real time RT-PCR (qPCR) is a useful and powerful tool for quantitative measurement of gene expression. The proper choice of internal standards such as reference genes is crucial for correct data evaluation. In female dogs, as in other species, the reproductive tract is continuously under...
Autores principales: | , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2020
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7659137/ https://www.ncbi.nlm.nih.gov/pubmed/33183298 http://dx.doi.org/10.1186/s12917-020-02635-6 |
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author | Nowak, Marta Aslan, Selim Kowalewski, Mariusz P. |
author_facet | Nowak, Marta Aslan, Selim Kowalewski, Mariusz P. |
author_sort | Nowak, Marta |
collection | PubMed |
description | BACKGROUND: Real time RT-PCR (qPCR) is a useful and powerful tool for quantitative measurement of gene expression. The proper choice of internal standards such as reference genes is crucial for correct data evaluation. In female dogs, as in other species, the reproductive tract is continuously undergoing hormonal and cycle stage-dependent morphological changes, which are associated with altered gene expression. However, there have been few attempts published so far targeted to the dog aimed at determining optimal reference genes for the reproductive organs. Most of these approaches relied on genes previously described in other species. Large-scale transcriptome-based experiments are promising tools for defining potential candidate reference genes, but were never considered in this context in canine research. RESULTS: Here, using available microarray and RNA-seq datasets derived from reproductive organs (corpus luteum, placenta, healthy and diseased uteri) of dogs, we have performed multistudy analysis to identify the most stably expressed genes for expression studies, in each tissue separately and collectively for different tissues. The stability of newly identified reference genes (EIF4H, KDELR2, KDM4A and PTK2) has been determined and ranked relative to previously used reference genes, i.e., GAPDH, β-actin and cyclophillin A/PPIA, using RefFinder and NormFinder algorithms. Finally, expression of selected target genes (luteal IL-1b and MHCII, placental COX2 and VEGFA, and uterine IGF2 and LHR) was re-evaluated and normalized. All proposed candidate reference genes were more stable, ranked higher and introduced less variation than previously used genes. CONCLUSIONS: Based on our analyses, we recommend applying KDM4A and PTK2 for normalization of gene expression in the canine CL and placenta. The inclusion of a third reference gene, EIF4H, is suggested for healthy uteri. With this, the interpretation of qPCR data will be more reliable, allowing better understanding of canine reproductive physiology. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12917-020-02635-6. |
format | Online Article Text |
id | pubmed-7659137 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-76591372020-11-13 Determination of novel reference genes for improving gene expression data normalization in selected canine reproductive tissues – a multistudy analysis Nowak, Marta Aslan, Selim Kowalewski, Mariusz P. BMC Vet Res Research Article BACKGROUND: Real time RT-PCR (qPCR) is a useful and powerful tool for quantitative measurement of gene expression. The proper choice of internal standards such as reference genes is crucial for correct data evaluation. In female dogs, as in other species, the reproductive tract is continuously undergoing hormonal and cycle stage-dependent morphological changes, which are associated with altered gene expression. However, there have been few attempts published so far targeted to the dog aimed at determining optimal reference genes for the reproductive organs. Most of these approaches relied on genes previously described in other species. Large-scale transcriptome-based experiments are promising tools for defining potential candidate reference genes, but were never considered in this context in canine research. RESULTS: Here, using available microarray and RNA-seq datasets derived from reproductive organs (corpus luteum, placenta, healthy and diseased uteri) of dogs, we have performed multistudy analysis to identify the most stably expressed genes for expression studies, in each tissue separately and collectively for different tissues. The stability of newly identified reference genes (EIF4H, KDELR2, KDM4A and PTK2) has been determined and ranked relative to previously used reference genes, i.e., GAPDH, β-actin and cyclophillin A/PPIA, using RefFinder and NormFinder algorithms. Finally, expression of selected target genes (luteal IL-1b and MHCII, placental COX2 and VEGFA, and uterine IGF2 and LHR) was re-evaluated and normalized. All proposed candidate reference genes were more stable, ranked higher and introduced less variation than previously used genes. CONCLUSIONS: Based on our analyses, we recommend applying KDM4A and PTK2 for normalization of gene expression in the canine CL and placenta. The inclusion of a third reference gene, EIF4H, is suggested for healthy uteri. With this, the interpretation of qPCR data will be more reliable, allowing better understanding of canine reproductive physiology. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12917-020-02635-6. BioMed Central 2020-11-12 /pmc/articles/PMC7659137/ /pubmed/33183298 http://dx.doi.org/10.1186/s12917-020-02635-6 Text en © The Author(s) 2020 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/. The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/) applies to the data made available in this article, unless otherwise stated in a credit line to the data. |
spellingShingle | Research Article Nowak, Marta Aslan, Selim Kowalewski, Mariusz P. Determination of novel reference genes for improving gene expression data normalization in selected canine reproductive tissues – a multistudy analysis |
title | Determination of novel reference genes for improving gene expression data normalization in selected canine reproductive tissues – a multistudy analysis |
title_full | Determination of novel reference genes for improving gene expression data normalization in selected canine reproductive tissues – a multistudy analysis |
title_fullStr | Determination of novel reference genes for improving gene expression data normalization in selected canine reproductive tissues – a multistudy analysis |
title_full_unstemmed | Determination of novel reference genes for improving gene expression data normalization in selected canine reproductive tissues – a multistudy analysis |
title_short | Determination of novel reference genes for improving gene expression data normalization in selected canine reproductive tissues – a multistudy analysis |
title_sort | determination of novel reference genes for improving gene expression data normalization in selected canine reproductive tissues – a multistudy analysis |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7659137/ https://www.ncbi.nlm.nih.gov/pubmed/33183298 http://dx.doi.org/10.1186/s12917-020-02635-6 |
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