Cargando…
Transcriptome-based identification and validation of reference genes for plant-bacteria interaction studies using Nicotiana benthamiana
RT-qPCR is a widely used technique for the analysis of gene expression. Accurate estimation of transcript abundance relies strongly on a normalization that requires the use of reference genes that are stably expressed in the conditions analyzed. Initially, they were adopted from those used in Northe...
Autores principales: | , , , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2019
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6367355/ https://www.ncbi.nlm.nih.gov/pubmed/30733563 http://dx.doi.org/10.1038/s41598-018-38247-2 |
_version_ | 1783393773870383104 |
---|---|
author | Pombo, Marina A. Ramos, Romina N. Zheng, Yi Fei, Zhangjun Martin, Gregory B. Rosli, Hernan G. |
author_facet | Pombo, Marina A. Ramos, Romina N. Zheng, Yi Fei, Zhangjun Martin, Gregory B. Rosli, Hernan G. |
author_sort | Pombo, Marina A. |
collection | PubMed |
description | RT-qPCR is a widely used technique for the analysis of gene expression. Accurate estimation of transcript abundance relies strongly on a normalization that requires the use of reference genes that are stably expressed in the conditions analyzed. Initially, they were adopted from those used in Northern blot experiments, but an increasing number of publications highlight the need to find and validate alternative reference genes for the particular system under study. The development of high-throughput sequencing techniques has facilitated the identification of such stably expressed genes. Nicotiana benthamiana has been extensively used as a model in the plant research field. In spite of this, there is scarce information regarding suitable RT-qPCR reference genes for this species. Employing RNA-seq data previously generated from tomato plants, combined with newly generated data from N. benthamiana leaves infiltrated with Pseudomonas fluorescens, we identified and tested a set of 9 candidate reference genes. Using three different algorithms, we found that NbUbe35, NbNQO and NbErpA exhibit less variable gene expression in our pathosystem than previously used genes. Furthermore, the combined use of the first two is sufficient for robust gene expression analysis. We encourage employing these novel reference genes in future RT-qPCR experiments involving N. benthamiana and Pseudomonas spp. |
format | Online Article Text |
id | pubmed-6367355 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2019 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-63673552019-02-11 Transcriptome-based identification and validation of reference genes for plant-bacteria interaction studies using Nicotiana benthamiana Pombo, Marina A. Ramos, Romina N. Zheng, Yi Fei, Zhangjun Martin, Gregory B. Rosli, Hernan G. Sci Rep Article RT-qPCR is a widely used technique for the analysis of gene expression. Accurate estimation of transcript abundance relies strongly on a normalization that requires the use of reference genes that are stably expressed in the conditions analyzed. Initially, they were adopted from those used in Northern blot experiments, but an increasing number of publications highlight the need to find and validate alternative reference genes for the particular system under study. The development of high-throughput sequencing techniques has facilitated the identification of such stably expressed genes. Nicotiana benthamiana has been extensively used as a model in the plant research field. In spite of this, there is scarce information regarding suitable RT-qPCR reference genes for this species. Employing RNA-seq data previously generated from tomato plants, combined with newly generated data from N. benthamiana leaves infiltrated with Pseudomonas fluorescens, we identified and tested a set of 9 candidate reference genes. Using three different algorithms, we found that NbUbe35, NbNQO and NbErpA exhibit less variable gene expression in our pathosystem than previously used genes. Furthermore, the combined use of the first two is sufficient for robust gene expression analysis. We encourage employing these novel reference genes in future RT-qPCR experiments involving N. benthamiana and Pseudomonas spp. Nature Publishing Group UK 2019-02-07 /pmc/articles/PMC6367355/ /pubmed/30733563 http://dx.doi.org/10.1038/s41598-018-38247-2 Text en © The Author(s) 2019 Open Access This 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 license, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons license 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 license, visit http://creativecommons.org/licenses/by/4.0/. |
spellingShingle | Article Pombo, Marina A. Ramos, Romina N. Zheng, Yi Fei, Zhangjun Martin, Gregory B. Rosli, Hernan G. Transcriptome-based identification and validation of reference genes for plant-bacteria interaction studies using Nicotiana benthamiana |
title | Transcriptome-based identification and validation of reference genes for plant-bacteria interaction studies using Nicotiana benthamiana |
title_full | Transcriptome-based identification and validation of reference genes for plant-bacteria interaction studies using Nicotiana benthamiana |
title_fullStr | Transcriptome-based identification and validation of reference genes for plant-bacteria interaction studies using Nicotiana benthamiana |
title_full_unstemmed | Transcriptome-based identification and validation of reference genes for plant-bacteria interaction studies using Nicotiana benthamiana |
title_short | Transcriptome-based identification and validation of reference genes for plant-bacteria interaction studies using Nicotiana benthamiana |
title_sort | transcriptome-based identification and validation of reference genes for plant-bacteria interaction studies using nicotiana benthamiana |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6367355/ https://www.ncbi.nlm.nih.gov/pubmed/30733563 http://dx.doi.org/10.1038/s41598-018-38247-2 |
work_keys_str_mv | AT pombomarinaa transcriptomebasedidentificationandvalidationofreferencegenesforplantbacteriainteractionstudiesusingnicotianabenthamiana AT ramosrominan transcriptomebasedidentificationandvalidationofreferencegenesforplantbacteriainteractionstudiesusingnicotianabenthamiana AT zhengyi transcriptomebasedidentificationandvalidationofreferencegenesforplantbacteriainteractionstudiesusingnicotianabenthamiana AT feizhangjun transcriptomebasedidentificationandvalidationofreferencegenesforplantbacteriainteractionstudiesusingnicotianabenthamiana AT martingregoryb transcriptomebasedidentificationandvalidationofreferencegenesforplantbacteriainteractionstudiesusingnicotianabenthamiana AT roslihernang transcriptomebasedidentificationandvalidationofreferencegenesforplantbacteriainteractionstudiesusingnicotianabenthamiana |