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Transcriptomics analysis of hulless barley during grain development with a focus on starch biosynthesis
Hulless barley, with its unique nutritional value and potential health benefits, has increasingly attracted attentions in recent years. However, the transcription dynamics during hulless barley grain development is not well understood. In the present study, we investigated the transcriptome changes...
Autores principales: | , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Springer Berlin Heidelberg
2016
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5203864/ https://www.ncbi.nlm.nih.gov/pubmed/27913887 http://dx.doi.org/10.1007/s10142-016-0537-5 |
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author | Tang, Yawei Zeng, Xingquan Wang, Yulin Bai, Lijun Xu, Qijun Wei, Zexiu Yuan, Hongjun Nyima, Tashi |
author_facet | Tang, Yawei Zeng, Xingquan Wang, Yulin Bai, Lijun Xu, Qijun Wei, Zexiu Yuan, Hongjun Nyima, Tashi |
author_sort | Tang, Yawei |
collection | PubMed |
description | Hulless barley, with its unique nutritional value and potential health benefits, has increasingly attracted attentions in recent years. However, the transcription dynamics during hulless barley grain development is not well understood. In the present study, we investigated the transcriptome changes during barley grain development using Illumina paired-end RNA-sequencing. Two datasets of the developing grain transcriptomes from two barley landraces with the differential seed starch synthesis traits were generated, and comparative transcriptome approach in both genotypes was performed. The results showed that 38 differentially expressed genes (DEGs) were found co-modulated in both genotypes during the barley grain development. Of those, the proteins encoded by most of those DGEs were found, such as alpha-amylase-related proteins, lipid-transfer protein, homeodomain leucine zipper (HD-Zip), NUCLEAR FACTOR-Y, subunit B (NF-YBs), as well as MYB transcription factors. More interestingly, two genes Hvulgare_GLEAN_10012370 and Hvulgare_GLEAN_10021199 encoding SuSy, AGPase (Hvulgare_GLEAN_10033640 and Hvulgare_GLEAN_10056301), as well as SBE2b (Hvulgare_GLEAN_10018352) were found to significantly contribute to the regulatory mechanism during grain development in both genotypes. Moreover, six co-expression modules associated with specific biological processes or pathways (M1 to M6) were identified by consensus co-expression network. Significantly enriched pathways of those module genes showed difference in both genotypes. These results will expand our understanding of the complex molecular mechanism of starch synthesis during barley grain development. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (doi:10.1007/s10142-016-0537-5) contains supplementary material, which is available to authorized users. |
format | Online Article Text |
id | pubmed-5203864 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2016 |
publisher | Springer Berlin Heidelberg |
record_format | MEDLINE/PubMed |
spelling | pubmed-52038642017-01-13 Transcriptomics analysis of hulless barley during grain development with a focus on starch biosynthesis Tang, Yawei Zeng, Xingquan Wang, Yulin Bai, Lijun Xu, Qijun Wei, Zexiu Yuan, Hongjun Nyima, Tashi Funct Integr Genomics Original Article Hulless barley, with its unique nutritional value and potential health benefits, has increasingly attracted attentions in recent years. However, the transcription dynamics during hulless barley grain development is not well understood. In the present study, we investigated the transcriptome changes during barley grain development using Illumina paired-end RNA-sequencing. Two datasets of the developing grain transcriptomes from two barley landraces with the differential seed starch synthesis traits were generated, and comparative transcriptome approach in both genotypes was performed. The results showed that 38 differentially expressed genes (DEGs) were found co-modulated in both genotypes during the barley grain development. Of those, the proteins encoded by most of those DGEs were found, such as alpha-amylase-related proteins, lipid-transfer protein, homeodomain leucine zipper (HD-Zip), NUCLEAR FACTOR-Y, subunit B (NF-YBs), as well as MYB transcription factors. More interestingly, two genes Hvulgare_GLEAN_10012370 and Hvulgare_GLEAN_10021199 encoding SuSy, AGPase (Hvulgare_GLEAN_10033640 and Hvulgare_GLEAN_10056301), as well as SBE2b (Hvulgare_GLEAN_10018352) were found to significantly contribute to the regulatory mechanism during grain development in both genotypes. Moreover, six co-expression modules associated with specific biological processes or pathways (M1 to M6) were identified by consensus co-expression network. Significantly enriched pathways of those module genes showed difference in both genotypes. These results will expand our understanding of the complex molecular mechanism of starch synthesis during barley grain development. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (doi:10.1007/s10142-016-0537-5) contains supplementary material, which is available to authorized users. Springer Berlin Heidelberg 2016-12-02 2017 /pmc/articles/PMC5203864/ /pubmed/27913887 http://dx.doi.org/10.1007/s10142-016-0537-5 Text en © The Author(s) 2016 Open Access This 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. |
spellingShingle | Original Article Tang, Yawei Zeng, Xingquan Wang, Yulin Bai, Lijun Xu, Qijun Wei, Zexiu Yuan, Hongjun Nyima, Tashi Transcriptomics analysis of hulless barley during grain development with a focus on starch biosynthesis |
title | Transcriptomics analysis of hulless barley during grain development with a focus on starch biosynthesis |
title_full | Transcriptomics analysis of hulless barley during grain development with a focus on starch biosynthesis |
title_fullStr | Transcriptomics analysis of hulless barley during grain development with a focus on starch biosynthesis |
title_full_unstemmed | Transcriptomics analysis of hulless barley during grain development with a focus on starch biosynthesis |
title_short | Transcriptomics analysis of hulless barley during grain development with a focus on starch biosynthesis |
title_sort | transcriptomics analysis of hulless barley during grain development with a focus on starch biosynthesis |
topic | Original Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5203864/ https://www.ncbi.nlm.nih.gov/pubmed/27913887 http://dx.doi.org/10.1007/s10142-016-0537-5 |
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