Reference gene validation for gene expression normalization in canine osteosarcoma: a geNorm algorithm approach

BACKGROUND: Quantitative PCR (qPCR) is a common method for quantifying mRNA expression. Given the heterogeneity present in tumor tissues, it is crucial to normalize target mRNA expression data using appropriate reference genes that are stably expressed under a variety of pathological and experimenta...

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Main Authors: Selvarajah, Gayathri Thevi, Bonestroo, Floor A. S., Timmermans Sprang, Elpetra P. M., Kirpensteijn, Jolle, Mol, Jan A.
Format: Article
Language:English
Published: BioMed Central 2017
Online Access:http://psasir.upm.edu.my/id/eprint/62931/1/Reference%20gene%20validation%20for%20gene%20expression%20normalization%20in%20canine%20osteosarcoma.pdf
http://psasir.upm.edu.my/id/eprint/62931/
https://bmcvetres.biomedcentral.com/track/pdf/10.1186/s12917-017-1281-3
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Institution: Universiti Putra Malaysia
Language: English
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spelling my.upm.eprints.629312018-09-28T10:37:22Z http://psasir.upm.edu.my/id/eprint/62931/ Reference gene validation for gene expression normalization in canine osteosarcoma: a geNorm algorithm approach Selvarajah, Gayathri Thevi Bonestroo, Floor A. S. Timmermans Sprang, Elpetra P. M. Kirpensteijn, Jolle Mol, Jan A. BACKGROUND: Quantitative PCR (qPCR) is a common method for quantifying mRNA expression. Given the heterogeneity present in tumor tissues, it is crucial to normalize target mRNA expression data using appropriate reference genes that are stably expressed under a variety of pathological and experimental conditions. No studies have validated specific reference genes in canine osteosarcoma (OS). Previous gene expression studies involving canine OS have used one or two reference genes to normalize gene expression. This study aimed to validate a panel of reference genes commonly used for normalization of canine OS gene expression data using the geNorm algorithm. qPCR analysis of nine canine reference genes was performed on 40 snap-frozen primary OS tumors and seven cell lines. RESULTS: Tumors with a variety of clinical and pathological characteristics were selected. Gene expression stability and the optimal number of reference genes for gene expression normalization were calculated. RPS5 and HNRNPH were highly stable among OS cell lines, while RPS5 and RPS19 were the best combination for primary tumors. Pairwise variation analysis recommended four and two reference genes for optimal normalization of the expression data of canine OS tumors and cell lines, respectively. CONCLUSIONS: Appropriate combinations of reference genes are recommended to normalize mRNA levels in canine OS tumors and cell lines to facilitate standardized and reliable quantification of target gene expression, which is essential for investigating key genes involved in canine OS metastasis and for comparative biomarker discovery. BioMed Central 2017-11-25 Article PeerReviewed text en http://psasir.upm.edu.my/id/eprint/62931/1/Reference%20gene%20validation%20for%20gene%20expression%20normalization%20in%20canine%20osteosarcoma.pdf Selvarajah, Gayathri Thevi and Bonestroo, Floor A. S. and Timmermans Sprang, Elpetra P. M. and Kirpensteijn, Jolle and Mol, Jan A. (2017) Reference gene validation for gene expression normalization in canine osteosarcoma: a geNorm algorithm approach. BMC Veterinary Research, 13 (354). pp. 1-8. ISSN 1746-6148 https://bmcvetres.biomedcentral.com/track/pdf/10.1186/s12917-017-1281-3 10.1186/s12917-017-1281-3
institution Universiti Putra Malaysia
building UPM Library
collection Institutional Repository
continent Asia
country Malaysia
content_provider Universiti Putra Malaysia
content_source UPM Institutional Repository
url_provider http://psasir.upm.edu.my/
language English
description BACKGROUND: Quantitative PCR (qPCR) is a common method for quantifying mRNA expression. Given the heterogeneity present in tumor tissues, it is crucial to normalize target mRNA expression data using appropriate reference genes that are stably expressed under a variety of pathological and experimental conditions. No studies have validated specific reference genes in canine osteosarcoma (OS). Previous gene expression studies involving canine OS have used one or two reference genes to normalize gene expression. This study aimed to validate a panel of reference genes commonly used for normalization of canine OS gene expression data using the geNorm algorithm. qPCR analysis of nine canine reference genes was performed on 40 snap-frozen primary OS tumors and seven cell lines. RESULTS: Tumors with a variety of clinical and pathological characteristics were selected. Gene expression stability and the optimal number of reference genes for gene expression normalization were calculated. RPS5 and HNRNPH were highly stable among OS cell lines, while RPS5 and RPS19 were the best combination for primary tumors. Pairwise variation analysis recommended four and two reference genes for optimal normalization of the expression data of canine OS tumors and cell lines, respectively. CONCLUSIONS: Appropriate combinations of reference genes are recommended to normalize mRNA levels in canine OS tumors and cell lines to facilitate standardized and reliable quantification of target gene expression, which is essential for investigating key genes involved in canine OS metastasis and for comparative biomarker discovery.
format Article
author Selvarajah, Gayathri Thevi
Bonestroo, Floor A. S.
Timmermans Sprang, Elpetra P. M.
Kirpensteijn, Jolle
Mol, Jan A.
spellingShingle Selvarajah, Gayathri Thevi
Bonestroo, Floor A. S.
Timmermans Sprang, Elpetra P. M.
Kirpensteijn, Jolle
Mol, Jan A.
Reference gene validation for gene expression normalization in canine osteosarcoma: a geNorm algorithm approach
author_facet Selvarajah, Gayathri Thevi
Bonestroo, Floor A. S.
Timmermans Sprang, Elpetra P. M.
Kirpensteijn, Jolle
Mol, Jan A.
author_sort Selvarajah, Gayathri Thevi
title Reference gene validation for gene expression normalization in canine osteosarcoma: a geNorm algorithm approach
title_short Reference gene validation for gene expression normalization in canine osteosarcoma: a geNorm algorithm approach
title_full Reference gene validation for gene expression normalization in canine osteosarcoma: a geNorm algorithm approach
title_fullStr Reference gene validation for gene expression normalization in canine osteosarcoma: a geNorm algorithm approach
title_full_unstemmed Reference gene validation for gene expression normalization in canine osteosarcoma: a geNorm algorithm approach
title_sort reference gene validation for gene expression normalization in canine osteosarcoma: a genorm algorithm approach
publisher BioMed Central
publishDate 2017
url http://psasir.upm.edu.my/id/eprint/62931/1/Reference%20gene%20validation%20for%20gene%20expression%20normalization%20in%20canine%20osteosarcoma.pdf
http://psasir.upm.edu.my/id/eprint/62931/
https://bmcvetres.biomedcentral.com/track/pdf/10.1186/s12917-017-1281-3
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