Cargando…

Integrative analysis of microRNAs and mRNAs reveals the regulatory networks of triterpenoid saponin metabolism in Soapberry (Sapindus mukorossi Gaertn.)

Triterpenoid saponin are important secondary metabolites and bioactive constituents of soapberry (Sapindus mukorossi Gaertn.) and are widely used in medicine and toiletry products. However, little is known about the roles of miRNAs in the regulation of triterpenoid saponin biosynthesis in soapberry....

Descripción completa

Detalles Bibliográficos
Autores principales: Xu, Yuanyuan, Liu, Jiming, Ji, Xiangqin, Zhao, Guochun, Zhao, Tianyun, Wang, Xin, Wang, Lixian, Gao, Shilun, Hao, Yingying, Gao, Yuhan, Gao, Yuan, Weng, Xuehuang, Jia, Liming, Chen, Zhong
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9869041/
https://www.ncbi.nlm.nih.gov/pubmed/36699854
http://dx.doi.org/10.3389/fpls.2022.1037784
_version_ 1784876680819507200
author Xu, Yuanyuan
Liu, Jiming
Ji, Xiangqin
Zhao, Guochun
Zhao, Tianyun
Wang, Xin
Wang, Lixian
Gao, Shilun
Hao, Yingying
Gao, Yuhan
Gao, Yuan
Weng, Xuehuang
Jia, Liming
Chen, Zhong
author_facet Xu, Yuanyuan
Liu, Jiming
Ji, Xiangqin
Zhao, Guochun
Zhao, Tianyun
Wang, Xin
Wang, Lixian
Gao, Shilun
Hao, Yingying
Gao, Yuhan
Gao, Yuan
Weng, Xuehuang
Jia, Liming
Chen, Zhong
author_sort Xu, Yuanyuan
collection PubMed
description Triterpenoid saponin are important secondary metabolites and bioactive constituents of soapberry (Sapindus mukorossi Gaertn.) and are widely used in medicine and toiletry products. However, little is known about the roles of miRNAs in the regulation of triterpenoid saponin biosynthesis in soapberry. In this study, a total of 3036 miRNAs were identified, of which 1372 miRNAs were differentially expressed at different stages of pericarp development. Important KEGG pathways, such as terpenoid backbone biosynthesis, sesquiterpenoid and triterpenoid biosynthesis, and basal transcription factors were highlighted, as well the roles of some key miRNAs, such as ath-miR5021, han-miR3630-3p, and ppe-miR858, which may play important roles in regulating triterpenoid saponin biosynthesis. In addition, 58 miRNAs might participate in saponin biosynthesis pathways by predicting the targets of those miRNAs to 53 saponin biosynthesis structural genes. And 75 miRNAs were identified to potentially play vital role in saponin accumulation by targeting transcript factor genes, bHLH, bZIP, ERF, MYB, and WRKY, respectively, which are candidate regulatory genes in the pathway of saponin biosynthesis. The results of weighted gene coexpression network analysis (WGCNA) suggested that two saponin-specific miRNA modules and 10 hub miRNAs may participate in saponin biosynthesis. Furthermore, multiple miRNA–mRNA regulatory networks potentially involved in saponin biosynthesis were generated, e.g., ath-miR5021–SmIDI2/SmGPS5/SmbAS1/SmCYP71D-3/SmUGT74G-2, han-miR3630-3p–SmCYP71A-14/SmbHLH54/SmMYB135/SmWRKY32, and ppe-miR858–SmMYB5/SmMYB32. qRT-PCR analysis validated the expression patterns of nine miRNAs and 12 corresponding target genes. This study represents the first comprehensive analysis of miRNAs in soapberry and lays the foundation for further understanding of miRNA-based regulation in triterpenoid saponin biosynthesis.
format Online
Article
Text
id pubmed-9869041
institution National Center for Biotechnology Information
language English
publishDate 2023
publisher Frontiers Media S.A.
record_format MEDLINE/PubMed
spelling pubmed-98690412023-01-24 Integrative analysis of microRNAs and mRNAs reveals the regulatory networks of triterpenoid saponin metabolism in Soapberry (Sapindus mukorossi Gaertn.) Xu, Yuanyuan Liu, Jiming Ji, Xiangqin Zhao, Guochun Zhao, Tianyun Wang, Xin Wang, Lixian Gao, Shilun Hao, Yingying Gao, Yuhan Gao, Yuan Weng, Xuehuang Jia, Liming Chen, Zhong Front Plant Sci Plant Science Triterpenoid saponin are important secondary metabolites and bioactive constituents of soapberry (Sapindus mukorossi Gaertn.) and are widely used in medicine and toiletry products. However, little is known about the roles of miRNAs in the regulation of triterpenoid saponin biosynthesis in soapberry. In this study, a total of 3036 miRNAs were identified, of which 1372 miRNAs were differentially expressed at different stages of pericarp development. Important KEGG pathways, such as terpenoid backbone biosynthesis, sesquiterpenoid and triterpenoid biosynthesis, and basal transcription factors were highlighted, as well the roles of some key miRNAs, such as ath-miR5021, han-miR3630-3p, and ppe-miR858, which may play important roles in regulating triterpenoid saponin biosynthesis. In addition, 58 miRNAs might participate in saponin biosynthesis pathways by predicting the targets of those miRNAs to 53 saponin biosynthesis structural genes. And 75 miRNAs were identified to potentially play vital role in saponin accumulation by targeting transcript factor genes, bHLH, bZIP, ERF, MYB, and WRKY, respectively, which are candidate regulatory genes in the pathway of saponin biosynthesis. The results of weighted gene coexpression network analysis (WGCNA) suggested that two saponin-specific miRNA modules and 10 hub miRNAs may participate in saponin biosynthesis. Furthermore, multiple miRNA–mRNA regulatory networks potentially involved in saponin biosynthesis were generated, e.g., ath-miR5021–SmIDI2/SmGPS5/SmbAS1/SmCYP71D-3/SmUGT74G-2, han-miR3630-3p–SmCYP71A-14/SmbHLH54/SmMYB135/SmWRKY32, and ppe-miR858–SmMYB5/SmMYB32. qRT-PCR analysis validated the expression patterns of nine miRNAs and 12 corresponding target genes. This study represents the first comprehensive analysis of miRNAs in soapberry and lays the foundation for further understanding of miRNA-based regulation in triterpenoid saponin biosynthesis. Frontiers Media S.A. 2023-01-09 /pmc/articles/PMC9869041/ /pubmed/36699854 http://dx.doi.org/10.3389/fpls.2022.1037784 Text en Copyright © 2023 Xu, Liu, Ji, Zhao, Zhao, Wang, Wang, Gao, Hao, Gao, Gao, Weng, Jia and Chen https://creativecommons.org/licenses/by/4.0/This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.
spellingShingle Plant Science
Xu, Yuanyuan
Liu, Jiming
Ji, Xiangqin
Zhao, Guochun
Zhao, Tianyun
Wang, Xin
Wang, Lixian
Gao, Shilun
Hao, Yingying
Gao, Yuhan
Gao, Yuan
Weng, Xuehuang
Jia, Liming
Chen, Zhong
Integrative analysis of microRNAs and mRNAs reveals the regulatory networks of triterpenoid saponin metabolism in Soapberry (Sapindus mukorossi Gaertn.)
title Integrative analysis of microRNAs and mRNAs reveals the regulatory networks of triterpenoid saponin metabolism in Soapberry (Sapindus mukorossi Gaertn.)
title_full Integrative analysis of microRNAs and mRNAs reveals the regulatory networks of triterpenoid saponin metabolism in Soapberry (Sapindus mukorossi Gaertn.)
title_fullStr Integrative analysis of microRNAs and mRNAs reveals the regulatory networks of triterpenoid saponin metabolism in Soapberry (Sapindus mukorossi Gaertn.)
title_full_unstemmed Integrative analysis of microRNAs and mRNAs reveals the regulatory networks of triterpenoid saponin metabolism in Soapberry (Sapindus mukorossi Gaertn.)
title_short Integrative analysis of microRNAs and mRNAs reveals the regulatory networks of triterpenoid saponin metabolism in Soapberry (Sapindus mukorossi Gaertn.)
title_sort integrative analysis of micrornas and mrnas reveals the regulatory networks of triterpenoid saponin metabolism in soapberry (sapindus mukorossi gaertn.)
topic Plant Science
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9869041/
https://www.ncbi.nlm.nih.gov/pubmed/36699854
http://dx.doi.org/10.3389/fpls.2022.1037784
work_keys_str_mv AT xuyuanyuan integrativeanalysisofmicrornasandmrnasrevealstheregulatorynetworksoftriterpenoidsaponinmetabolisminsoapberrysapindusmukorossigaertn
AT liujiming integrativeanalysisofmicrornasandmrnasrevealstheregulatorynetworksoftriterpenoidsaponinmetabolisminsoapberrysapindusmukorossigaertn
AT jixiangqin integrativeanalysisofmicrornasandmrnasrevealstheregulatorynetworksoftriterpenoidsaponinmetabolisminsoapberrysapindusmukorossigaertn
AT zhaoguochun integrativeanalysisofmicrornasandmrnasrevealstheregulatorynetworksoftriterpenoidsaponinmetabolisminsoapberrysapindusmukorossigaertn
AT zhaotianyun integrativeanalysisofmicrornasandmrnasrevealstheregulatorynetworksoftriterpenoidsaponinmetabolisminsoapberrysapindusmukorossigaertn
AT wangxin integrativeanalysisofmicrornasandmrnasrevealstheregulatorynetworksoftriterpenoidsaponinmetabolisminsoapberrysapindusmukorossigaertn
AT wanglixian integrativeanalysisofmicrornasandmrnasrevealstheregulatorynetworksoftriterpenoidsaponinmetabolisminsoapberrysapindusmukorossigaertn
AT gaoshilun integrativeanalysisofmicrornasandmrnasrevealstheregulatorynetworksoftriterpenoidsaponinmetabolisminsoapberrysapindusmukorossigaertn
AT haoyingying integrativeanalysisofmicrornasandmrnasrevealstheregulatorynetworksoftriterpenoidsaponinmetabolisminsoapberrysapindusmukorossigaertn
AT gaoyuhan integrativeanalysisofmicrornasandmrnasrevealstheregulatorynetworksoftriterpenoidsaponinmetabolisminsoapberrysapindusmukorossigaertn
AT gaoyuan integrativeanalysisofmicrornasandmrnasrevealstheregulatorynetworksoftriterpenoidsaponinmetabolisminsoapberrysapindusmukorossigaertn
AT wengxuehuang integrativeanalysisofmicrornasandmrnasrevealstheregulatorynetworksoftriterpenoidsaponinmetabolisminsoapberrysapindusmukorossigaertn
AT jialiming integrativeanalysisofmicrornasandmrnasrevealstheregulatorynetworksoftriterpenoidsaponinmetabolisminsoapberrysapindusmukorossigaertn
AT chenzhong integrativeanalysisofmicrornasandmrnasrevealstheregulatorynetworksoftriterpenoidsaponinmetabolisminsoapberrysapindusmukorossigaertn