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RNA-seq analysis identifies an intricate regulatory network controlling cluster root development in white lupin
BACKGROUND: Highly adapted plant species are able to alter their root architecture to improve nutrient uptake and thrive in environments with limited nutrient supply. Cluster roots (CRs) are specialised structures of dense lateral roots formed by several plant species for the effective mining of nut...
Autores principales: | , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2014
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4028058/ https://www.ncbi.nlm.nih.gov/pubmed/24666749 http://dx.doi.org/10.1186/1471-2164-15-230 |
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author | Secco, David Shou, Huixia Whelan, James Berkowitz, Oliver |
author_facet | Secco, David Shou, Huixia Whelan, James Berkowitz, Oliver |
author_sort | Secco, David |
collection | PubMed |
description | BACKGROUND: Highly adapted plant species are able to alter their root architecture to improve nutrient uptake and thrive in environments with limited nutrient supply. Cluster roots (CRs) are specialised structures of dense lateral roots formed by several plant species for the effective mining of nutrient rich soil patches through a combination of increased surface area and exudation of carboxylates. White lupin is becoming a model-species allowing for the discovery of gene networks involved in CR development. A greater understanding of the underlying molecular mechanisms driving these developmental processes is important for the generation of smarter plants for a world with diminishing resources to improve food security. RESULTS: RNA-seq analyses for three developmental stages of the CR formed under phosphorus-limited conditions and two of non-cluster roots have been performed for white lupin. In total 133,045,174 high-quality paired-end reads were used for a de novo assembly of the root transcriptome and merged with LAGI01 (Lupinus albus gene index) to generate an improved LAGI02 with 65,097 functionally annotated contigs. This was followed by comparative gene expression analysis. We show marked differences in the transcriptional response across the various cluster root stages to adjust to phosphate limitation by increasing uptake capacity and adjusting metabolic pathways. Several transcription factors such as PLT, SCR, PHB, PHV or AUX/IAA with a known role in the control of meristem activity and developmental processes show an increased expression in the tip of the CR. Genes involved in hormonal responses (PIN, LAX, YUC) and cell cycle control (CYCA/B, CDK) are also differentially expressed. In addition, we identify primary transcripts of miRNAs with established function in the root meristem. CONCLUSIONS: Our gene expression analysis shows an intricate network of transcription factors and plant hormones controlling CR initiation and formation. In addition, functional differences between the different CR developmental stages in the acclimation to phosphorus starvation have been identified. |
format | Online Article Text |
id | pubmed-4028058 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2014 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-40280582014-05-30 RNA-seq analysis identifies an intricate regulatory network controlling cluster root development in white lupin Secco, David Shou, Huixia Whelan, James Berkowitz, Oliver BMC Genomics Research Article BACKGROUND: Highly adapted plant species are able to alter their root architecture to improve nutrient uptake and thrive in environments with limited nutrient supply. Cluster roots (CRs) are specialised structures of dense lateral roots formed by several plant species for the effective mining of nutrient rich soil patches through a combination of increased surface area and exudation of carboxylates. White lupin is becoming a model-species allowing for the discovery of gene networks involved in CR development. A greater understanding of the underlying molecular mechanisms driving these developmental processes is important for the generation of smarter plants for a world with diminishing resources to improve food security. RESULTS: RNA-seq analyses for three developmental stages of the CR formed under phosphorus-limited conditions and two of non-cluster roots have been performed for white lupin. In total 133,045,174 high-quality paired-end reads were used for a de novo assembly of the root transcriptome and merged with LAGI01 (Lupinus albus gene index) to generate an improved LAGI02 with 65,097 functionally annotated contigs. This was followed by comparative gene expression analysis. We show marked differences in the transcriptional response across the various cluster root stages to adjust to phosphate limitation by increasing uptake capacity and adjusting metabolic pathways. Several transcription factors such as PLT, SCR, PHB, PHV or AUX/IAA with a known role in the control of meristem activity and developmental processes show an increased expression in the tip of the CR. Genes involved in hormonal responses (PIN, LAX, YUC) and cell cycle control (CYCA/B, CDK) are also differentially expressed. In addition, we identify primary transcripts of miRNAs with established function in the root meristem. CONCLUSIONS: Our gene expression analysis shows an intricate network of transcription factors and plant hormones controlling CR initiation and formation. In addition, functional differences between the different CR developmental stages in the acclimation to phosphorus starvation have been identified. BioMed Central 2014-03-25 /pmc/articles/PMC4028058/ /pubmed/24666749 http://dx.doi.org/10.1186/1471-2164-15-230 Text en Copyright © 2014 Secco et al.; licensee BioMed Central Ltd. http://creativecommons.org/licenses/by/2.0 This is an Open Access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/2.0), which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly credited. 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. |
spellingShingle | Research Article Secco, David Shou, Huixia Whelan, James Berkowitz, Oliver RNA-seq analysis identifies an intricate regulatory network controlling cluster root development in white lupin |
title | RNA-seq analysis identifies an intricate regulatory network controlling cluster root development in white lupin |
title_full | RNA-seq analysis identifies an intricate regulatory network controlling cluster root development in white lupin |
title_fullStr | RNA-seq analysis identifies an intricate regulatory network controlling cluster root development in white lupin |
title_full_unstemmed | RNA-seq analysis identifies an intricate regulatory network controlling cluster root development in white lupin |
title_short | RNA-seq analysis identifies an intricate regulatory network controlling cluster root development in white lupin |
title_sort | rna-seq analysis identifies an intricate regulatory network controlling cluster root development in white lupin |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4028058/ https://www.ncbi.nlm.nih.gov/pubmed/24666749 http://dx.doi.org/10.1186/1471-2164-15-230 |
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