Integrated Transcriptomic and Metabolomic Analysis Identified Key Transcriptional Factors Involved in Flavonoid and Alkaloid Biosynthesis Among Different Tissues of <i>Sophora flavescens</i>

<i>Sophora flavescens</i> has anti-inflammatory, analgesic, antibacterial, antiviral, and anti-tumor properties due to its active compounds, including alkaloids and flavonoids. Exploring the biosynthetic regulation mechanism of these compounds is crucial. Here, we identified 227 flavonoi...

全面介紹

書目詳細資料
發表在:Agronomy
Main Authors: Ake Liu, Jingjing Dong, Mingyang Wang, Jin Li, Junjie Lu, Lintao Liu, Haiying Lei, Zhen Zeng, Huifang Song
格式: Article
語言:英语
出版: MDPI AG 2025-06-01
主題:
在線閱讀:https://www.mdpi.com/2073-4395/15/6/1455
_version_ 1849457358522023936
author Ake Liu
Jingjing Dong
Mingyang Wang
Jin Li
Junjie Lu
Lintao Liu
Haiying Lei
Zhen Zeng
Huifang Song
author_facet Ake Liu
Jingjing Dong
Mingyang Wang
Jin Li
Junjie Lu
Lintao Liu
Haiying Lei
Zhen Zeng
Huifang Song
author_sort Ake Liu
collection DOAJ
container_title Agronomy
description <i>Sophora flavescens</i> has anti-inflammatory, analgesic, antibacterial, antiviral, and anti-tumor properties due to its active compounds, including alkaloids and flavonoids. Exploring the biosynthetic regulation mechanism of these compounds is crucial. Here, we identified 227 flavonoids and 55 alkaloids among five tissues (roots, stems, leaves, flowers, and pods) using wide-targeted metabolomics. Flavonoids were predominantly in roots, whereas alkaloids were primarily in roots and flowers. RNA sequencing revealed 18,488 differentially expressed genes (DEGs) in non-root tissues compared to roots. These DEGs were significantly enriched in pathways such as plant hormone signal transduction, carbon metabolism, flavonoid biosynthesis, and isoflavonoid biosynthesis. Utilizing K-means clustering and WGCNA, we identified ten transcription factors (TFs) potentially regulating the biosynthesis and accumulation of flavonoids (e.g., SfWRKY50 and SfbHLH078) and seven TFs involved in alkaloid biosynthesis (e.g., SfbHLH109 and SfbHLH162) in <i>S. flavescens</i>. These TFs can serve as candidate genes for studying the biosynthetic mechanisms of flavonoids and alkaloids, providing insights into the production of key active compounds and supporting the rational use of <i>S. flavescens</i> tissues.
format Article
id doaj-art-16beeeeaadd34efea2ab31581055cc75
institution Directory of Open Access Journals
issn 2073-4395
language English
publishDate 2025-06-01
publisher MDPI AG
record_format Article
spelling doaj-art-16beeeeaadd34efea2ab31581055cc752025-08-20T03:24:29ZengMDPI AGAgronomy2073-43952025-06-01156145510.3390/agronomy15061455Integrated Transcriptomic and Metabolomic Analysis Identified Key Transcriptional Factors Involved in Flavonoid and Alkaloid Biosynthesis Among Different Tissues of <i>Sophora flavescens</i>Ake Liu0Jingjing Dong1Mingyang Wang2Jin Li3Junjie Lu4Lintao Liu5Haiying Lei6Zhen Zeng7Huifang Song8Department of Life Sciences, Changzhi University, Changzhi 046011, ChinaDepartment of Life Sciences, Changzhi University, Changzhi 046011, ChinaSchool of Life Science, Shanxi Normal University, Taiyuan 030031, ChinaDepartment of Life Sciences, Changzhi University, Changzhi 046011, ChinaDepartment of Life Sciences, Changzhi University, Changzhi 046011, ChinaModern Research Center for Traditional Chinese Medicine, Shanxi University, Taiyuan 030006, ChinaDepartment of Life Sciences, Changzhi University, Changzhi 046011, ChinaSchool of Life Sciences, Nanjing University, Nanjing 210023, ChinaDepartment of Life Sciences, Changzhi University, Changzhi 046011, China<i>Sophora flavescens</i> has anti-inflammatory, analgesic, antibacterial, antiviral, and anti-tumor properties due to its active compounds, including alkaloids and flavonoids. Exploring the biosynthetic regulation mechanism of these compounds is crucial. Here, we identified 227 flavonoids and 55 alkaloids among five tissues (roots, stems, leaves, flowers, and pods) using wide-targeted metabolomics. Flavonoids were predominantly in roots, whereas alkaloids were primarily in roots and flowers. RNA sequencing revealed 18,488 differentially expressed genes (DEGs) in non-root tissues compared to roots. These DEGs were significantly enriched in pathways such as plant hormone signal transduction, carbon metabolism, flavonoid biosynthesis, and isoflavonoid biosynthesis. Utilizing K-means clustering and WGCNA, we identified ten transcription factors (TFs) potentially regulating the biosynthesis and accumulation of flavonoids (e.g., SfWRKY50 and SfbHLH078) and seven TFs involved in alkaloid biosynthesis (e.g., SfbHLH109 and SfbHLH162) in <i>S. flavescens</i>. These TFs can serve as candidate genes for studying the biosynthetic mechanisms of flavonoids and alkaloids, providing insights into the production of key active compounds and supporting the rational use of <i>S. flavescens</i> tissues.https://www.mdpi.com/2073-4395/15/6/1455<i>Sophora flavescens</i>flavonoidalkaloidmetabolometranscriptome
spellingShingle Ake Liu
Jingjing Dong
Mingyang Wang
Jin Li
Junjie Lu
Lintao Liu
Haiying Lei
Zhen Zeng
Huifang Song
Integrated Transcriptomic and Metabolomic Analysis Identified Key Transcriptional Factors Involved in Flavonoid and Alkaloid Biosynthesis Among Different Tissues of <i>Sophora flavescens</i>
<i>Sophora flavescens</i>
flavonoid
alkaloid
metabolome
transcriptome
title Integrated Transcriptomic and Metabolomic Analysis Identified Key Transcriptional Factors Involved in Flavonoid and Alkaloid Biosynthesis Among Different Tissues of <i>Sophora flavescens</i>
title_full Integrated Transcriptomic and Metabolomic Analysis Identified Key Transcriptional Factors Involved in Flavonoid and Alkaloid Biosynthesis Among Different Tissues of <i>Sophora flavescens</i>
title_fullStr Integrated Transcriptomic and Metabolomic Analysis Identified Key Transcriptional Factors Involved in Flavonoid and Alkaloid Biosynthesis Among Different Tissues of <i>Sophora flavescens</i>
title_full_unstemmed Integrated Transcriptomic and Metabolomic Analysis Identified Key Transcriptional Factors Involved in Flavonoid and Alkaloid Biosynthesis Among Different Tissues of <i>Sophora flavescens</i>
title_short Integrated Transcriptomic and Metabolomic Analysis Identified Key Transcriptional Factors Involved in Flavonoid and Alkaloid Biosynthesis Among Different Tissues of <i>Sophora flavescens</i>
title_sort integrated transcriptomic and metabolomic analysis identified key transcriptional factors involved in flavonoid and alkaloid biosynthesis among different tissues of i sophora flavescens i
topic <i>Sophora flavescens</i>
flavonoid
alkaloid
metabolome
transcriptome
url https://www.mdpi.com/2073-4395/15/6/1455
work_keys_str_mv AT akeliu integratedtranscriptomicandmetabolomicanalysisidentifiedkeytranscriptionalfactorsinvolvedinflavonoidandalkaloidbiosynthesisamongdifferenttissuesofisophoraflavescensi
AT jingjingdong integratedtranscriptomicandmetabolomicanalysisidentifiedkeytranscriptionalfactorsinvolvedinflavonoidandalkaloidbiosynthesisamongdifferenttissuesofisophoraflavescensi
AT mingyangwang integratedtranscriptomicandmetabolomicanalysisidentifiedkeytranscriptionalfactorsinvolvedinflavonoidandalkaloidbiosynthesisamongdifferenttissuesofisophoraflavescensi
AT jinli integratedtranscriptomicandmetabolomicanalysisidentifiedkeytranscriptionalfactorsinvolvedinflavonoidandalkaloidbiosynthesisamongdifferenttissuesofisophoraflavescensi
AT junjielu integratedtranscriptomicandmetabolomicanalysisidentifiedkeytranscriptionalfactorsinvolvedinflavonoidandalkaloidbiosynthesisamongdifferenttissuesofisophoraflavescensi
AT lintaoliu integratedtranscriptomicandmetabolomicanalysisidentifiedkeytranscriptionalfactorsinvolvedinflavonoidandalkaloidbiosynthesisamongdifferenttissuesofisophoraflavescensi
AT haiyinglei integratedtranscriptomicandmetabolomicanalysisidentifiedkeytranscriptionalfactorsinvolvedinflavonoidandalkaloidbiosynthesisamongdifferenttissuesofisophoraflavescensi
AT zhenzeng integratedtranscriptomicandmetabolomicanalysisidentifiedkeytranscriptionalfactorsinvolvedinflavonoidandalkaloidbiosynthesisamongdifferenttissuesofisophoraflavescensi
AT huifangsong integratedtranscriptomicandmetabolomicanalysisidentifiedkeytranscriptionalfactorsinvolvedinflavonoidandalkaloidbiosynthesisamongdifferenttissuesofisophoraflavescensi