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Differential gene expression at different stages of mesocarp development in high- and low-yielding oil palm

BACKGROUND: The oil yield trait of oil palm is expected to involve multiple genes, environmental influences and interactions. Many of the underlying mechanisms that contribute to oil yield are still poorly understood. In this study, we used a microarray approach to study the gene expression profiles...

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Autores principales: Wong, Yick Ching, Teh, Huey Fang, Mebus, Katharina, Ooi, Tony Eng Keong, Kwong, Qi Bin, Koo, Ka Loo, Ong, Chuang Kee, Mayes, Sean, Chew, Fook Tim, Appleton, David R., Kulaveerasingam, Harikrishna
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2017
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5480177/
https://www.ncbi.nlm.nih.gov/pubmed/28637447
http://dx.doi.org/10.1186/s12864-017-3855-7
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author Wong, Yick Ching
Teh, Huey Fang
Mebus, Katharina
Ooi, Tony Eng Keong
Kwong, Qi Bin
Koo, Ka Loo
Ong, Chuang Kee
Mayes, Sean
Chew, Fook Tim
Appleton, David R.
Kulaveerasingam, Harikrishna
author_facet Wong, Yick Ching
Teh, Huey Fang
Mebus, Katharina
Ooi, Tony Eng Keong
Kwong, Qi Bin
Koo, Ka Loo
Ong, Chuang Kee
Mayes, Sean
Chew, Fook Tim
Appleton, David R.
Kulaveerasingam, Harikrishna
author_sort Wong, Yick Ching
collection PubMed
description BACKGROUND: The oil yield trait of oil palm is expected to involve multiple genes, environmental influences and interactions. Many of the underlying mechanisms that contribute to oil yield are still poorly understood. In this study, we used a microarray approach to study the gene expression profiles of mesocarp tissue at different developmental stages, comparing genetically related high- and low- oil yielding palms to identify genes that contributed to the higher oil-yielding palm and might contribute to the wider genetic improvement of oil palm breeding populations. RESULTS: A total of 3412 (2001 annotated) gene candidates were found to be significantly differentially expressed between high- and low-yielding palms at at least one of the different stages of mesocarp development evaluated. Gene Ontologies (GO) enrichment analysis identified 28 significantly enriched GO terms, including regulation of transcription, fatty acid biosynthesis and metabolic processes. These differentially expressed genes comprise several transcription factors, such as, bHLH, Dof zinc finger proteins and MADS box proteins. Several genes involved in glycolysis, TCA, and fatty acid biosynthesis pathways were also found up-regulated in high-yielding oil palm, among them; pyruvate dehydrogenase E1 component Subunit Beta (PDH), ATP-citrate lyase, β- ketoacyl-ACP synthases I (KAS I), β- ketoacyl-ACP synthases III (KAS III) and ketoacyl-ACP reductase (KAR). Sucrose metabolism-related genes such as Invertase, Sucrose Synthase 2 and Sucrose Phosphatase 2 were found to be down-regulated in high-yielding oil palms, compared to the lower yield palms. CONCLUSIONS: Our findings indicate that a higher carbon flux (channeled through down-regulation of the Sucrose Synthase 2 pathway) was being utilized by up-regulated genes involved in glycolysis, TCA and fatty acid biosynthesis leading to enhanced oil production in the high-yielding oil palm. These findings are an important stepping stone to understand the processes that lead to production of high-yielding oil palms and have implications for breeding to maximize oil production. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (doi:10.1186/s12864-017-3855-7) contains supplementary material, which is available to authorized users.
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spelling pubmed-54801772017-06-23 Differential gene expression at different stages of mesocarp development in high- and low-yielding oil palm Wong, Yick Ching Teh, Huey Fang Mebus, Katharina Ooi, Tony Eng Keong Kwong, Qi Bin Koo, Ka Loo Ong, Chuang Kee Mayes, Sean Chew, Fook Tim Appleton, David R. Kulaveerasingam, Harikrishna BMC Genomics Research Article BACKGROUND: The oil yield trait of oil palm is expected to involve multiple genes, environmental influences and interactions. Many of the underlying mechanisms that contribute to oil yield are still poorly understood. In this study, we used a microarray approach to study the gene expression profiles of mesocarp tissue at different developmental stages, comparing genetically related high- and low- oil yielding palms to identify genes that contributed to the higher oil-yielding palm and might contribute to the wider genetic improvement of oil palm breeding populations. RESULTS: A total of 3412 (2001 annotated) gene candidates were found to be significantly differentially expressed between high- and low-yielding palms at at least one of the different stages of mesocarp development evaluated. Gene Ontologies (GO) enrichment analysis identified 28 significantly enriched GO terms, including regulation of transcription, fatty acid biosynthesis and metabolic processes. These differentially expressed genes comprise several transcription factors, such as, bHLH, Dof zinc finger proteins and MADS box proteins. Several genes involved in glycolysis, TCA, and fatty acid biosynthesis pathways were also found up-regulated in high-yielding oil palm, among them; pyruvate dehydrogenase E1 component Subunit Beta (PDH), ATP-citrate lyase, β- ketoacyl-ACP synthases I (KAS I), β- ketoacyl-ACP synthases III (KAS III) and ketoacyl-ACP reductase (KAR). Sucrose metabolism-related genes such as Invertase, Sucrose Synthase 2 and Sucrose Phosphatase 2 were found to be down-regulated in high-yielding oil palms, compared to the lower yield palms. CONCLUSIONS: Our findings indicate that a higher carbon flux (channeled through down-regulation of the Sucrose Synthase 2 pathway) was being utilized by up-regulated genes involved in glycolysis, TCA and fatty acid biosynthesis leading to enhanced oil production in the high-yielding oil palm. These findings are an important stepping stone to understand the processes that lead to production of high-yielding oil palms and have implications for breeding to maximize oil production. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (doi:10.1186/s12864-017-3855-7) contains supplementary material, which is available to authorized users. BioMed Central 2017-06-21 /pmc/articles/PMC5480177/ /pubmed/28637447 http://dx.doi.org/10.1186/s12864-017-3855-7 Text en © The Author(s). 2017 Open AccessThis article is distributed under the terms of the Creative Commons Attribution 4.0 International License (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided 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 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
Wong, Yick Ching
Teh, Huey Fang
Mebus, Katharina
Ooi, Tony Eng Keong
Kwong, Qi Bin
Koo, Ka Loo
Ong, Chuang Kee
Mayes, Sean
Chew, Fook Tim
Appleton, David R.
Kulaveerasingam, Harikrishna
Differential gene expression at different stages of mesocarp development in high- and low-yielding oil palm
title Differential gene expression at different stages of mesocarp development in high- and low-yielding oil palm
title_full Differential gene expression at different stages of mesocarp development in high- and low-yielding oil palm
title_fullStr Differential gene expression at different stages of mesocarp development in high- and low-yielding oil palm
title_full_unstemmed Differential gene expression at different stages of mesocarp development in high- and low-yielding oil palm
title_short Differential gene expression at different stages of mesocarp development in high- and low-yielding oil palm
title_sort differential gene expression at different stages of mesocarp development in high- and low-yielding oil palm
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5480177/
https://www.ncbi.nlm.nih.gov/pubmed/28637447
http://dx.doi.org/10.1186/s12864-017-3855-7
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