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...
| 發表在: | Agronomy |
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MDPI AG
2025-06-01
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| 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 |
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