Cargando…
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...
Autores principales: | , , , , , , , , , , , |
---|---|
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 |
_version_ | 1783696189036691456 |
---|---|
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. |
format | Online Article Text |
id | pubmed-8140441 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
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 |
work_keys_str_mv | AT yanhaifeng characterizationoffulllengthtranscriptomeinsaccharumofficinarumandmolecularinsightsintotillerdevelopment AT zhouhuiwen characterizationoffulllengthtranscriptomeinsaccharumofficinarumandmolecularinsightsintotillerdevelopment AT luohanmin characterizationoffulllengthtranscriptomeinsaccharumofficinarumandmolecularinsightsintotillerdevelopment AT fanyegeng characterizationoffulllengthtranscriptomeinsaccharumofficinarumandmolecularinsightsintotillerdevelopment AT zhouzhongfeng characterizationoffulllengthtranscriptomeinsaccharumofficinarumandmolecularinsightsintotillerdevelopment AT chenrongfa characterizationoffulllengthtranscriptomeinsaccharumofficinarumandmolecularinsightsintotillerdevelopment AT luoting characterizationoffulllengthtranscriptomeinsaccharumofficinarumandmolecularinsightsintotillerdevelopment AT lixujuan characterizationoffulllengthtranscriptomeinsaccharumofficinarumandmolecularinsightsintotillerdevelopment AT liuxinlong characterizationoffulllengthtranscriptomeinsaccharumofficinarumandmolecularinsightsintotillerdevelopment AT liyangrui characterizationoffulllengthtranscriptomeinsaccharumofficinarumandmolecularinsightsintotillerdevelopment AT qiulihang characterizationoffulllengthtranscriptomeinsaccharumofficinarumandmolecularinsightsintotillerdevelopment AT wujianming characterizationoffulllengthtranscriptomeinsaccharumofficinarumandmolecularinsightsintotillerdevelopment |