Cargando…

Integrated Transcriptomic and Un-Targeted Metabolomics Analysis Reveals Mulberry Fruit (Morus atropurpurea) in Response to Sclerotiniose Pathogen Ciboria shiraiana Infection

Mulberry sclerotiniose caused by Ciboria shiraiana is a devastating disease of mulberry (Morus alba L.) fruit in Northwest China. At present, no disease-resistant varieties are used in production, as the molecular mechanisms of this disease are not well understood. In this study, to explore new prev...

Descripción completa

Detalles Bibliográficos
Autores principales: Bao, Lijun, Gao, Hongpeng, Zheng, Zelin, Zhao, Xiaoxiao, Zhang, Minjuan, Jiao, Feng, Su, Chao, Qian, Yonghua
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7084804/
https://www.ncbi.nlm.nih.gov/pubmed/32150966
http://dx.doi.org/10.3390/ijms21051789
_version_ 1783508807046922240
author Bao, Lijun
Gao, Hongpeng
Zheng, Zelin
Zhao, Xiaoxiao
Zhang, Minjuan
Jiao, Feng
Su, Chao
Qian, Yonghua
author_facet Bao, Lijun
Gao, Hongpeng
Zheng, Zelin
Zhao, Xiaoxiao
Zhang, Minjuan
Jiao, Feng
Su, Chao
Qian, Yonghua
author_sort Bao, Lijun
collection PubMed
description Mulberry sclerotiniose caused by Ciboria shiraiana is a devastating disease of mulberry (Morus alba L.) fruit in Northwest China. At present, no disease-resistant varieties are used in production, as the molecular mechanisms of this disease are not well understood. In this study, to explore new prevention methods and provide direction for molecular breeding, transcriptomic sequencing and un-targeted metabolomics were performed on healthy (CK), early-stage diseased (HB1), and middle-stage diseased (HB2) mulberry fruits. Functional annotation, gene ontology, a Kyoto encyclopedia of genes and genomes (KEGG) analysis, and a Mapman analysis of the differentially expressed genes revealed differential regulation of genes related to plant hormone signal transduction, transcription factors, and phenylpropanoid biosynthesis. A correspondence between the transcript pattern and metabolite profile was observed in the phenylpropanoid biosynthesis pathway. It should be noted that the log2 ratio of eugenol (isoeugenol) in HB1 and HB2 are 85 times and 23 times higher than CK, respectively. Our study shows that phenylpropanoid biosynthesis may play an essential role in response to sclerotiniose pathogen infection and eugenol(isoeugenol) enrichment in mulberry fruit, which may provide a novel method for mulberry sclerotiniose control.
format Online
Article
Text
id pubmed-7084804
institution National Center for Biotechnology Information
language English
publishDate 2020
publisher MDPI
record_format MEDLINE/PubMed
spelling pubmed-70848042020-03-24 Integrated Transcriptomic and Un-Targeted Metabolomics Analysis Reveals Mulberry Fruit (Morus atropurpurea) in Response to Sclerotiniose Pathogen Ciboria shiraiana Infection Bao, Lijun Gao, Hongpeng Zheng, Zelin Zhao, Xiaoxiao Zhang, Minjuan Jiao, Feng Su, Chao Qian, Yonghua Int J Mol Sci Article Mulberry sclerotiniose caused by Ciboria shiraiana is a devastating disease of mulberry (Morus alba L.) fruit in Northwest China. At present, no disease-resistant varieties are used in production, as the molecular mechanisms of this disease are not well understood. In this study, to explore new prevention methods and provide direction for molecular breeding, transcriptomic sequencing and un-targeted metabolomics were performed on healthy (CK), early-stage diseased (HB1), and middle-stage diseased (HB2) mulberry fruits. Functional annotation, gene ontology, a Kyoto encyclopedia of genes and genomes (KEGG) analysis, and a Mapman analysis of the differentially expressed genes revealed differential regulation of genes related to plant hormone signal transduction, transcription factors, and phenylpropanoid biosynthesis. A correspondence between the transcript pattern and metabolite profile was observed in the phenylpropanoid biosynthesis pathway. It should be noted that the log2 ratio of eugenol (isoeugenol) in HB1 and HB2 are 85 times and 23 times higher than CK, respectively. Our study shows that phenylpropanoid biosynthesis may play an essential role in response to sclerotiniose pathogen infection and eugenol(isoeugenol) enrichment in mulberry fruit, which may provide a novel method for mulberry sclerotiniose control. MDPI 2020-03-05 /pmc/articles/PMC7084804/ /pubmed/32150966 http://dx.doi.org/10.3390/ijms21051789 Text en © 2020 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (http://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Bao, Lijun
Gao, Hongpeng
Zheng, Zelin
Zhao, Xiaoxiao
Zhang, Minjuan
Jiao, Feng
Su, Chao
Qian, Yonghua
Integrated Transcriptomic and Un-Targeted Metabolomics Analysis Reveals Mulberry Fruit (Morus atropurpurea) in Response to Sclerotiniose Pathogen Ciboria shiraiana Infection
title Integrated Transcriptomic and Un-Targeted Metabolomics Analysis Reveals Mulberry Fruit (Morus atropurpurea) in Response to Sclerotiniose Pathogen Ciboria shiraiana Infection
title_full Integrated Transcriptomic and Un-Targeted Metabolomics Analysis Reveals Mulberry Fruit (Morus atropurpurea) in Response to Sclerotiniose Pathogen Ciboria shiraiana Infection
title_fullStr Integrated Transcriptomic and Un-Targeted Metabolomics Analysis Reveals Mulberry Fruit (Morus atropurpurea) in Response to Sclerotiniose Pathogen Ciboria shiraiana Infection
title_full_unstemmed Integrated Transcriptomic and Un-Targeted Metabolomics Analysis Reveals Mulberry Fruit (Morus atropurpurea) in Response to Sclerotiniose Pathogen Ciboria shiraiana Infection
title_short Integrated Transcriptomic and Un-Targeted Metabolomics Analysis Reveals Mulberry Fruit (Morus atropurpurea) in Response to Sclerotiniose Pathogen Ciboria shiraiana Infection
title_sort integrated transcriptomic and un-targeted metabolomics analysis reveals mulberry fruit (morus atropurpurea) in response to sclerotiniose pathogen ciboria shiraiana infection
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7084804/
https://www.ncbi.nlm.nih.gov/pubmed/32150966
http://dx.doi.org/10.3390/ijms21051789
work_keys_str_mv AT baolijun integratedtranscriptomicanduntargetedmetabolomicsanalysisrevealsmulberryfruitmorusatropurpureainresponsetosclerotiniosepathogenciboriashiraianainfection
AT gaohongpeng integratedtranscriptomicanduntargetedmetabolomicsanalysisrevealsmulberryfruitmorusatropurpureainresponsetosclerotiniosepathogenciboriashiraianainfection
AT zhengzelin integratedtranscriptomicanduntargetedmetabolomicsanalysisrevealsmulberryfruitmorusatropurpureainresponsetosclerotiniosepathogenciboriashiraianainfection
AT zhaoxiaoxiao integratedtranscriptomicanduntargetedmetabolomicsanalysisrevealsmulberryfruitmorusatropurpureainresponsetosclerotiniosepathogenciboriashiraianainfection
AT zhangminjuan integratedtranscriptomicanduntargetedmetabolomicsanalysisrevealsmulberryfruitmorusatropurpureainresponsetosclerotiniosepathogenciboriashiraianainfection
AT jiaofeng integratedtranscriptomicanduntargetedmetabolomicsanalysisrevealsmulberryfruitmorusatropurpureainresponsetosclerotiniosepathogenciboriashiraianainfection
AT suchao integratedtranscriptomicanduntargetedmetabolomicsanalysisrevealsmulberryfruitmorusatropurpureainresponsetosclerotiniosepathogenciboriashiraianainfection
AT qianyonghua integratedtranscriptomicanduntargetedmetabolomicsanalysisrevealsmulberryfruitmorusatropurpureainresponsetosclerotiniosepathogenciboriashiraianainfection