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Evaluation of Appropriate Reference Genes for Reverse Transcription-Quantitative PCR Studies in Different Tissues of a Desert Poplar via Comparision of Different Algorithms

Despite the unshakable status of reverse transcription-quantitative PCR in gene expression analysis, it has certain disadvantages, including that the results are highly dependent on the reference genes selected for data normalization. Since inappropriate endogenous control genes will lead to inaccur...

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Autores principales: Wang, Hou-Ling, Li, Lan, Tang, Sha, Yuan, Chao, Tian, Qianqian, Su, Yanyan, Li, Hui-Guang, Zhao, Lin, Yin, Weilun, Zhao, Rui, Xia, Xinli
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2015
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4613214/
https://www.ncbi.nlm.nih.gov/pubmed/26343648
http://dx.doi.org/10.3390/ijms160920468
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author Wang, Hou-Ling
Li, Lan
Tang, Sha
Yuan, Chao
Tian, Qianqian
Su, Yanyan
Li, Hui-Guang
Zhao, Lin
Yin, Weilun
Zhao, Rui
Xia, Xinli
author_facet Wang, Hou-Ling
Li, Lan
Tang, Sha
Yuan, Chao
Tian, Qianqian
Su, Yanyan
Li, Hui-Guang
Zhao, Lin
Yin, Weilun
Zhao, Rui
Xia, Xinli
author_sort Wang, Hou-Ling
collection PubMed
description Despite the unshakable status of reverse transcription-quantitative PCR in gene expression analysis, it has certain disadvantages, including that the results are highly dependent on the reference genes selected for data normalization. Since inappropriate endogenous control genes will lead to inaccurate target gene expression profiles, the validation of suitable internal reference genes is essential. Given the increasing interest in functional genes and genomics of Populus euphratica, a desert poplar showing extraordinary adaptation to salt stress, we evaluated the expression stability of ten candidate reference genes in P. euphratica roots, stems, and leaves under salt stress conditions. We used five algorithms, namely, ΔC(t), NormFinder, geNorm, GrayNorm, and a rank aggregation method (RankAggreg) to identify suitable normalizers. To support the suitability of the identified reference genes and to compare the relative merits of these different algorithms, we analyzed and compared the relative expression levels of nine P. euphratica functional genes in different tissues. Our results indicate that a combination of multiple reference genes recommended by GrayNorm algorithm (e.g., a combination of Actin, EF1α, GAPDH, RP, UBQ in root) should be used instead of a single reference gene. These results are valuable for research of gene identification in different P. euphratica tissues.
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spelling pubmed-46132142015-10-26 Evaluation of Appropriate Reference Genes for Reverse Transcription-Quantitative PCR Studies in Different Tissues of a Desert Poplar via Comparision of Different Algorithms Wang, Hou-Ling Li, Lan Tang, Sha Yuan, Chao Tian, Qianqian Su, Yanyan Li, Hui-Guang Zhao, Lin Yin, Weilun Zhao, Rui Xia, Xinli Int J Mol Sci Article Despite the unshakable status of reverse transcription-quantitative PCR in gene expression analysis, it has certain disadvantages, including that the results are highly dependent on the reference genes selected for data normalization. Since inappropriate endogenous control genes will lead to inaccurate target gene expression profiles, the validation of suitable internal reference genes is essential. Given the increasing interest in functional genes and genomics of Populus euphratica, a desert poplar showing extraordinary adaptation to salt stress, we evaluated the expression stability of ten candidate reference genes in P. euphratica roots, stems, and leaves under salt stress conditions. We used five algorithms, namely, ΔC(t), NormFinder, geNorm, GrayNorm, and a rank aggregation method (RankAggreg) to identify suitable normalizers. To support the suitability of the identified reference genes and to compare the relative merits of these different algorithms, we analyzed and compared the relative expression levels of nine P. euphratica functional genes in different tissues. Our results indicate that a combination of multiple reference genes recommended by GrayNorm algorithm (e.g., a combination of Actin, EF1α, GAPDH, RP, UBQ in root) should be used instead of a single reference gene. These results are valuable for research of gene identification in different P. euphratica tissues. MDPI 2015-08-28 /pmc/articles/PMC4613214/ /pubmed/26343648 http://dx.doi.org/10.3390/ijms160920468 Text en © 2015 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 license (http://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Wang, Hou-Ling
Li, Lan
Tang, Sha
Yuan, Chao
Tian, Qianqian
Su, Yanyan
Li, Hui-Guang
Zhao, Lin
Yin, Weilun
Zhao, Rui
Xia, Xinli
Evaluation of Appropriate Reference Genes for Reverse Transcription-Quantitative PCR Studies in Different Tissues of a Desert Poplar via Comparision of Different Algorithms
title Evaluation of Appropriate Reference Genes for Reverse Transcription-Quantitative PCR Studies in Different Tissues of a Desert Poplar via Comparision of Different Algorithms
title_full Evaluation of Appropriate Reference Genes for Reverse Transcription-Quantitative PCR Studies in Different Tissues of a Desert Poplar via Comparision of Different Algorithms
title_fullStr Evaluation of Appropriate Reference Genes for Reverse Transcription-Quantitative PCR Studies in Different Tissues of a Desert Poplar via Comparision of Different Algorithms
title_full_unstemmed Evaluation of Appropriate Reference Genes for Reverse Transcription-Quantitative PCR Studies in Different Tissues of a Desert Poplar via Comparision of Different Algorithms
title_short Evaluation of Appropriate Reference Genes for Reverse Transcription-Quantitative PCR Studies in Different Tissues of a Desert Poplar via Comparision of Different Algorithms
title_sort evaluation of appropriate reference genes for reverse transcription-quantitative pcr studies in different tissues of a desert poplar via comparision of different algorithms
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4613214/
https://www.ncbi.nlm.nih.gov/pubmed/26343648
http://dx.doi.org/10.3390/ijms160920468
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