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Genome-wide analysis of coordinated transcript abundance during seed development in different Brassica rapa morphotypes
BACKGROUND: Brassica seeds are important as basic units of plant growth and sources of vegetable oil. Seed development is regulated by many dynamic metabolic processes controlled by complex networks of spatially and temporally expressed genes. We conducted a global microarray gene co-expression anal...
Autores principales: | , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2013
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4046715/ https://www.ncbi.nlm.nih.gov/pubmed/24289287 http://dx.doi.org/10.1186/1471-2164-14-840 |
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author | Basnet, Ram Kumar Moreno-Pachon, Natalia Lin, Ke Bucher, Johan Visser, Richard G F Maliepaard, Chris Bonnema, Guusje |
author_facet | Basnet, Ram Kumar Moreno-Pachon, Natalia Lin, Ke Bucher, Johan Visser, Richard G F Maliepaard, Chris Bonnema, Guusje |
author_sort | Basnet, Ram Kumar |
collection | PubMed |
description | BACKGROUND: Brassica seeds are important as basic units of plant growth and sources of vegetable oil. Seed development is regulated by many dynamic metabolic processes controlled by complex networks of spatially and temporally expressed genes. We conducted a global microarray gene co-expression analysis by measuring transcript abundance of developing seeds from two diverse B. rapa morphotypes: a pak choi (leafy-type) and a yellow sarson (oil-type), and two of their doubled haploid (DH) progenies, (1) to study the timing of metabolic processes in developing seeds, (2) to explore the major transcriptional differences in developing seeds of the two morphotypes, and (3) to identify the optimum stage for a genetical genomics study in B. rapa seed. RESULTS: Seed developmental stages were similar in developing seeds of pak choi and yellow sarson of B. rapa; however, the colour of embryo and seed coat differed among these two morphotypes. In this study, most transcriptional changes occurred between 25 and 35 DAP, which shows that the timing of seed developmental processes in B. rapa is at later developmental stages than in the related species B. napus. Using a Weighted Gene Co-expression Network Analysis (WGCNA), we identified 47 “gene modules”, of which 27 showed a significant association with temporal and/or genotypic variation. An additional hierarchical cluster analysis identified broad spectra of gene expression patterns during seed development. The predominant variation in gene expression was according to developmental stages rather than morphotype differences. Since lipids are the major storage compounds of Brassica seeds, we investigated in more detail the regulation of lipid metabolism. Four co-regulated gene clusters were identified with 17 putative cis-regulatory elements predicted in their 1000 bp upstream region, either specific or common to different lipid metabolic pathways. CONCLUSIONS: This is the first study of genome-wide profiling of transcript abundance during seed development in B. rapa. The identification of key physiological events, major expression patterns, and putative cis-regulatory elements provides useful information to construct gene regulatory networks in B. rapa developing seeds and provides a starting point for a genetical genomics study of seed quality traits. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (doi:10.1186/1471-2164-14-840) contains supplementary material, which is available to authorized users. |
format | Online Article Text |
id | pubmed-4046715 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2013 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-40467152014-06-06 Genome-wide analysis of coordinated transcript abundance during seed development in different Brassica rapa morphotypes Basnet, Ram Kumar Moreno-Pachon, Natalia Lin, Ke Bucher, Johan Visser, Richard G F Maliepaard, Chris Bonnema, Guusje BMC Genomics Research Article BACKGROUND: Brassica seeds are important as basic units of plant growth and sources of vegetable oil. Seed development is regulated by many dynamic metabolic processes controlled by complex networks of spatially and temporally expressed genes. We conducted a global microarray gene co-expression analysis by measuring transcript abundance of developing seeds from two diverse B. rapa morphotypes: a pak choi (leafy-type) and a yellow sarson (oil-type), and two of their doubled haploid (DH) progenies, (1) to study the timing of metabolic processes in developing seeds, (2) to explore the major transcriptional differences in developing seeds of the two morphotypes, and (3) to identify the optimum stage for a genetical genomics study in B. rapa seed. RESULTS: Seed developmental stages were similar in developing seeds of pak choi and yellow sarson of B. rapa; however, the colour of embryo and seed coat differed among these two morphotypes. In this study, most transcriptional changes occurred between 25 and 35 DAP, which shows that the timing of seed developmental processes in B. rapa is at later developmental stages than in the related species B. napus. Using a Weighted Gene Co-expression Network Analysis (WGCNA), we identified 47 “gene modules”, of which 27 showed a significant association with temporal and/or genotypic variation. An additional hierarchical cluster analysis identified broad spectra of gene expression patterns during seed development. The predominant variation in gene expression was according to developmental stages rather than morphotype differences. Since lipids are the major storage compounds of Brassica seeds, we investigated in more detail the regulation of lipid metabolism. Four co-regulated gene clusters were identified with 17 putative cis-regulatory elements predicted in their 1000 bp upstream region, either specific or common to different lipid metabolic pathways. CONCLUSIONS: This is the first study of genome-wide profiling of transcript abundance during seed development in B. rapa. The identification of key physiological events, major expression patterns, and putative cis-regulatory elements provides useful information to construct gene regulatory networks in B. rapa developing seeds and provides a starting point for a genetical genomics study of seed quality traits. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (doi:10.1186/1471-2164-14-840) contains supplementary material, which is available to authorized users. BioMed Central 2013-12-01 /pmc/articles/PMC4046715/ /pubmed/24289287 http://dx.doi.org/10.1186/1471-2164-14-840 Text en © Basnet et al.; licensee BioMed Central Ltd. 2013 This article is published under license to BioMed Central Ltd. 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 cited. |
spellingShingle | Research Article Basnet, Ram Kumar Moreno-Pachon, Natalia Lin, Ke Bucher, Johan Visser, Richard G F Maliepaard, Chris Bonnema, Guusje Genome-wide analysis of coordinated transcript abundance during seed development in different Brassica rapa morphotypes |
title | Genome-wide analysis of coordinated transcript abundance during seed development in different Brassica rapa morphotypes |
title_full | Genome-wide analysis of coordinated transcript abundance during seed development in different Brassica rapa morphotypes |
title_fullStr | Genome-wide analysis of coordinated transcript abundance during seed development in different Brassica rapa morphotypes |
title_full_unstemmed | Genome-wide analysis of coordinated transcript abundance during seed development in different Brassica rapa morphotypes |
title_short | Genome-wide analysis of coordinated transcript abundance during seed development in different Brassica rapa morphotypes |
title_sort | genome-wide analysis of coordinated transcript abundance during seed development in different brassica rapa morphotypes |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4046715/ https://www.ncbi.nlm.nih.gov/pubmed/24289287 http://dx.doi.org/10.1186/1471-2164-14-840 |
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