Cargando…
Comparative transcriptome analysis reveals regulatory network and regulators associated with proanthocyanidin accumulation in persimmon
BACKGROUND: Proanthocyanidins (PAs) are important plant secondary metabolites that confer flavor, nutritional value, and resistance to pathogens. Persimmon is one of the PA richest crops. Mature fruits can be inedible because of the astringency caused by high PA levels and need to go through a de-as...
Autores principales: | , , , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2021
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8323215/ https://www.ncbi.nlm.nih.gov/pubmed/34325657 http://dx.doi.org/10.1186/s12870-021-03133-z |
_version_ | 1783731197667442688 |
---|---|
author | Zheng, Qingyou Chen, Wenxing Luo, Man Xu, Liqing Zhang, Qinglin Luo, Zhengrong |
author_facet | Zheng, Qingyou Chen, Wenxing Luo, Man Xu, Liqing Zhang, Qinglin Luo, Zhengrong |
author_sort | Zheng, Qingyou |
collection | PubMed |
description | BACKGROUND: Proanthocyanidins (PAs) are important plant secondary metabolites that confer flavor, nutritional value, and resistance to pathogens. Persimmon is one of the PA richest crops. Mature fruits can be inedible because of the astringency caused by high PA levels and need to go through a de-astringency treatment before consumption. The molecular basis for PA accumulation is poorly known, particularly transcriptional regulators. We characterised three genotypes (‘Luotiantianshi’ (LT), ‘Mopanshi’ (MP), and ‘Youhou’ (YH)) with different PA accumulation patterns using an approach that combined PacBio full-length sequencing and Illumina-based RNA sequencing to build high-quality full-length transcriptomes. Additionally, we analysed transcriptome dynamics of the three genotypes (LT, MP, and YH) at four key fruit developmental stages. RESULTS: A total of 96,463 transcripts were obtained. We identified 80,075 protein-coding sequences (CDSs), 71,137 simple sequence repeats (SSRs), and 27,845 long noncoding RNAs (lncRNAs). Pearson correlation coefficient (PCC), principal component analysis (PCA), and differentially expressed transcripts (DETs) analyses indicated that the four different developmental stages within a genotype exhibited similar transcriptome activities. A total of 2,164 transcripts specific to each fruit developmental stage were detected. The transcripts specific to early stages were attributed to phenylpropanoid and flavonoid biosynthesis. Co-expression network analyses revealed MEbrown and MEblue modules were strongly associated to PA accumulation. From these two modules, 20 hub TFs are potential regulators for PA accumulation. Among them, Cluster_78388 (SBP protein), Cluster_63454 (bZIP protein), and Cluster_66595 (MYB protein) appear to involve in the PA biosynthesis in Chinese genotypes. CONCLUSIONS: This is the first high-quality reference transcriptome for commercial persimmon. Our work provides insights into the molecular pathways underlying PA accumulation and enhances our global understanding of transcriptome dynamics throughout fruit development. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12870-021-03133-z. |
format | Online Article Text |
id | pubmed-8323215 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-83232152021-07-30 Comparative transcriptome analysis reveals regulatory network and regulators associated with proanthocyanidin accumulation in persimmon Zheng, Qingyou Chen, Wenxing Luo, Man Xu, Liqing Zhang, Qinglin Luo, Zhengrong BMC Plant Biol Research BACKGROUND: Proanthocyanidins (PAs) are important plant secondary metabolites that confer flavor, nutritional value, and resistance to pathogens. Persimmon is one of the PA richest crops. Mature fruits can be inedible because of the astringency caused by high PA levels and need to go through a de-astringency treatment before consumption. The molecular basis for PA accumulation is poorly known, particularly transcriptional regulators. We characterised three genotypes (‘Luotiantianshi’ (LT), ‘Mopanshi’ (MP), and ‘Youhou’ (YH)) with different PA accumulation patterns using an approach that combined PacBio full-length sequencing and Illumina-based RNA sequencing to build high-quality full-length transcriptomes. Additionally, we analysed transcriptome dynamics of the three genotypes (LT, MP, and YH) at four key fruit developmental stages. RESULTS: A total of 96,463 transcripts were obtained. We identified 80,075 protein-coding sequences (CDSs), 71,137 simple sequence repeats (SSRs), and 27,845 long noncoding RNAs (lncRNAs). Pearson correlation coefficient (PCC), principal component analysis (PCA), and differentially expressed transcripts (DETs) analyses indicated that the four different developmental stages within a genotype exhibited similar transcriptome activities. A total of 2,164 transcripts specific to each fruit developmental stage were detected. The transcripts specific to early stages were attributed to phenylpropanoid and flavonoid biosynthesis. Co-expression network analyses revealed MEbrown and MEblue modules were strongly associated to PA accumulation. From these two modules, 20 hub TFs are potential regulators for PA accumulation. Among them, Cluster_78388 (SBP protein), Cluster_63454 (bZIP protein), and Cluster_66595 (MYB protein) appear to involve in the PA biosynthesis in Chinese genotypes. CONCLUSIONS: This is the first high-quality reference transcriptome for commercial persimmon. Our work provides insights into the molecular pathways underlying PA accumulation and enhances our global understanding of transcriptome dynamics throughout fruit development. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12870-021-03133-z. BioMed Central 2021-07-29 /pmc/articles/PMC8323215/ /pubmed/34325657 http://dx.doi.org/10.1186/s12870-021-03133-z 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 Zheng, Qingyou Chen, Wenxing Luo, Man Xu, Liqing Zhang, Qinglin Luo, Zhengrong Comparative transcriptome analysis reveals regulatory network and regulators associated with proanthocyanidin accumulation in persimmon |
title | Comparative transcriptome analysis reveals regulatory network and regulators associated with proanthocyanidin accumulation in persimmon |
title_full | Comparative transcriptome analysis reveals regulatory network and regulators associated with proanthocyanidin accumulation in persimmon |
title_fullStr | Comparative transcriptome analysis reveals regulatory network and regulators associated with proanthocyanidin accumulation in persimmon |
title_full_unstemmed | Comparative transcriptome analysis reveals regulatory network and regulators associated with proanthocyanidin accumulation in persimmon |
title_short | Comparative transcriptome analysis reveals regulatory network and regulators associated with proanthocyanidin accumulation in persimmon |
title_sort | comparative transcriptome analysis reveals regulatory network and regulators associated with proanthocyanidin accumulation in persimmon |
topic | Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8323215/ https://www.ncbi.nlm.nih.gov/pubmed/34325657 http://dx.doi.org/10.1186/s12870-021-03133-z |
work_keys_str_mv | AT zhengqingyou comparativetranscriptomeanalysisrevealsregulatorynetworkandregulatorsassociatedwithproanthocyanidinaccumulationinpersimmon AT chenwenxing comparativetranscriptomeanalysisrevealsregulatorynetworkandregulatorsassociatedwithproanthocyanidinaccumulationinpersimmon AT luoman comparativetranscriptomeanalysisrevealsregulatorynetworkandregulatorsassociatedwithproanthocyanidinaccumulationinpersimmon AT xuliqing comparativetranscriptomeanalysisrevealsregulatorynetworkandregulatorsassociatedwithproanthocyanidinaccumulationinpersimmon AT zhangqinglin comparativetranscriptomeanalysisrevealsregulatorynetworkandregulatorsassociatedwithproanthocyanidinaccumulationinpersimmon AT luozhengrong comparativetranscriptomeanalysisrevealsregulatorynetworkandregulatorsassociatedwithproanthocyanidinaccumulationinpersimmon |