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Characterization of full-length transcriptome in Saccharum officinarum and molecular insights into tiller development

BACKGROUND: Although extensive breeding efforts are ongoing in sugarcane (Saccharum officinarum L.), the average yield is far below the theoretical potential. Tillering is an important component of sugarcane yield, however, the molecular mechanism underlying tiller development is still elusive. The...

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Autores principales: Yan, Haifeng, Zhou, Huiwen, Luo, Hanmin, Fan, Yegeng, Zhou, Zhongfeng, Chen, Rongfa, Luo, Ting, Li, Xujuan, Liu, Xinlong, Li, Yangrui, Qiu, Lihang, Wu, Jianming
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8140441/
https://www.ncbi.nlm.nih.gov/pubmed/34022806
http://dx.doi.org/10.1186/s12870-021-02989-5
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author Yan, Haifeng
Zhou, Huiwen
Luo, Hanmin
Fan, Yegeng
Zhou, Zhongfeng
Chen, Rongfa
Luo, Ting
Li, Xujuan
Liu, Xinlong
Li, Yangrui
Qiu, Lihang
Wu, Jianming
author_facet Yan, Haifeng
Zhou, Huiwen
Luo, Hanmin
Fan, Yegeng
Zhou, Zhongfeng
Chen, Rongfa
Luo, Ting
Li, Xujuan
Liu, Xinlong
Li, Yangrui
Qiu, Lihang
Wu, Jianming
author_sort Yan, Haifeng
collection PubMed
description BACKGROUND: Although extensive breeding efforts are ongoing in sugarcane (Saccharum officinarum L.), the average yield is far below the theoretical potential. Tillering is an important component of sugarcane yield, however, the molecular mechanism underlying tiller development is still elusive. The limited genomic data in sugarcane, particularly due to its complex and large genome, has hindered in-depth molecular studies. RESULTS: Herein, we generated full-length (FL) transcriptome from developing leaf and tiller bud samples based on PacBio Iso-Seq. In addition, we performed RNA-seq from tiller bud samples at three developmental stages (T0, T1 and T2) to uncover key genes and biological pathways involved in sugarcane tiller development. In total, 30,360 and 20,088 high-quality non-redundant isoforms were identified in leaf and tiller bud samples, respectively, representing 41,109 unique isoforms in sugarcane. Likewise, we identified 1063 and 1037 alternative splicing events identified in leaf and tiller bud samples, respectively. We predicted the presence of coding sequence for 40,343 isoforms, 98% of which was successfully annotated. Comparison with previous FL transcriptomes in sugarcane revealed 2963 unreported isoforms. In addition, we characterized 14,946 SSRs from 11,700 transcripts and 310 lncRNAs. By integrating RNA-seq with the FL transcriptome, 468 and 57 differentially expressed genes (DEG) were identified in T1vsT0 and T2vsT0, respectively. Strong up-regulation of several pyruvate phosphate dikinase and phosphoenolpyruvate carboxylase genes suggests enhanced carbon fixation and protein synthesis to facilitate tiller growth. Similarly, up-regulation of linoleate 9S-lipoxygenase and lipoxygenase genes in the linoleic acid metabolism pathway suggests high synthesis of key oxylipins involved in tiller growth and development. CONCLUSIONS: Collectively, we have enriched the genomic data available in sugarcane and provided candidate genes for manipulating tiller formation and development, towards productivity enhancement in sugarcane. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12870-021-02989-5.
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spelling pubmed-81404412021-05-25 Characterization of full-length transcriptome in Saccharum officinarum and molecular insights into tiller development Yan, Haifeng Zhou, Huiwen Luo, Hanmin Fan, Yegeng Zhou, Zhongfeng Chen, Rongfa Luo, Ting Li, Xujuan Liu, Xinlong Li, Yangrui Qiu, Lihang Wu, Jianming BMC Plant Biol Research Article BACKGROUND: Although extensive breeding efforts are ongoing in sugarcane (Saccharum officinarum L.), the average yield is far below the theoretical potential. Tillering is an important component of sugarcane yield, however, the molecular mechanism underlying tiller development is still elusive. The limited genomic data in sugarcane, particularly due to its complex and large genome, has hindered in-depth molecular studies. RESULTS: Herein, we generated full-length (FL) transcriptome from developing leaf and tiller bud samples based on PacBio Iso-Seq. In addition, we performed RNA-seq from tiller bud samples at three developmental stages (T0, T1 and T2) to uncover key genes and biological pathways involved in sugarcane tiller development. In total, 30,360 and 20,088 high-quality non-redundant isoforms were identified in leaf and tiller bud samples, respectively, representing 41,109 unique isoforms in sugarcane. Likewise, we identified 1063 and 1037 alternative splicing events identified in leaf and tiller bud samples, respectively. We predicted the presence of coding sequence for 40,343 isoforms, 98% of which was successfully annotated. Comparison with previous FL transcriptomes in sugarcane revealed 2963 unreported isoforms. In addition, we characterized 14,946 SSRs from 11,700 transcripts and 310 lncRNAs. By integrating RNA-seq with the FL transcriptome, 468 and 57 differentially expressed genes (DEG) were identified in T1vsT0 and T2vsT0, respectively. Strong up-regulation of several pyruvate phosphate dikinase and phosphoenolpyruvate carboxylase genes suggests enhanced carbon fixation and protein synthesis to facilitate tiller growth. Similarly, up-regulation of linoleate 9S-lipoxygenase and lipoxygenase genes in the linoleic acid metabolism pathway suggests high synthesis of key oxylipins involved in tiller growth and development. CONCLUSIONS: Collectively, we have enriched the genomic data available in sugarcane and provided candidate genes for manipulating tiller formation and development, towards productivity enhancement in sugarcane. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12870-021-02989-5. BioMed Central 2021-05-22 /pmc/articles/PMC8140441/ /pubmed/34022806 http://dx.doi.org/10.1186/s12870-021-02989-5 Text en © The Author(s) 2021 https://creativecommons.org/licenses/by/4.0/Open AccessThis 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 licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence 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 licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/ (https://creativecommons.org/publicdomain/zero/1.0/) ) applies to the data made available in this article, unless otherwise stated in a credit line to the data.
spellingShingle Research Article
Yan, Haifeng
Zhou, Huiwen
Luo, Hanmin
Fan, Yegeng
Zhou, Zhongfeng
Chen, Rongfa
Luo, Ting
Li, Xujuan
Liu, Xinlong
Li, Yangrui
Qiu, Lihang
Wu, Jianming
Characterization of full-length transcriptome in Saccharum officinarum and molecular insights into tiller development
title Characterization of full-length transcriptome in Saccharum officinarum and molecular insights into tiller development
title_full Characterization of full-length transcriptome in Saccharum officinarum and molecular insights into tiller development
title_fullStr Characterization of full-length transcriptome in Saccharum officinarum and molecular insights into tiller development
title_full_unstemmed Characterization of full-length transcriptome in Saccharum officinarum and molecular insights into tiller development
title_short Characterization of full-length transcriptome in Saccharum officinarum and molecular insights into tiller development
title_sort characterization of full-length transcriptome in saccharum officinarum and molecular insights into tiller development
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8140441/
https://www.ncbi.nlm.nih.gov/pubmed/34022806
http://dx.doi.org/10.1186/s12870-021-02989-5
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