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Zhang H, Jiang X, Zhang D, Yang Y, Xie Q, Wu C. An integrated approach for studying the metabolic profiling of herbal medicine in mice using high-resolution mass spectrometry and metabolomics data processing tools. J Chromatogr A 2024; 1713:464505. [PMID: 37976901 DOI: 10.1016/j.chroma.2023.464505] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/10/2023] [Revised: 11/08/2023] [Accepted: 11/10/2023] [Indexed: 11/19/2023]
Abstract
Analysis of exposure to traditional Chinese medicine (TCM) in vivo based on mass spectrometry is helpful for the screening of effective ingredients of TCM and the development of new drugs. The method of screening biomarkers through metabolomics technology is a nontargeted research method to explore the differential components between two sets of biological samples. By taking this advantage, this study aims to takes Forsythia suspensa, which is a TCM also known as Lian Qiao (LQ), as the research object and to study its in vivo exposure by using metabolomics technology. By comparing the significant differences between biological samples before and after administration, it could be focused on the components that were significantly upregulated, where a complete set of analysis strategies for nontargeted TCM in vivo exposure mass spectrometry was established. Furthermore, the threshold parameters for peak extraction, parameter selection during statistical data analysis, and sample concentration multiples in this method have also been optimized. More interestingly, by using the established analysis strategy, we found 393 LQ-related chemical components in mice after administration, including 102 prototypes and 291 LQ-related metabolites, and plotted their metabolic profiles in vivo. In short, this study has obtained a complete mass spectrum of LQ exposure in mice in vivo for the first time, which provides a reference for research on the active ingredients of LQ in vivo. More importantly, compared with other methods, the analysis strategy of nontargeted exposure of TCM in vivo-based mass spectrometry, constructed by using this research method, has good universality and does not require self-developed postprocessing software. It is worth mentioning that, for the identification and characterization of trace amounts of metabolites in vivo, this analysis strategy has no discrimination and has a detection capability similar to that of highly exposed components.
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Affiliation(s)
- Hairong Zhang
- Fujian Provincial Key Laboratory of Innovative Drug Target Research and State Key Laboratory of Cell Stress Biology, School of Pharmaceutical Sciences, Xiamen University, Xiamen, Fujian 361102, China
| | - Xiaojuan Jiang
- Fujian Provincial Key Laboratory of Innovative Drug Target Research and State Key Laboratory of Cell Stress Biology, School of Pharmaceutical Sciences, Xiamen University, Xiamen, Fujian 361102, China
| | - Dandan Zhang
- Fujian Provincial Key Laboratory of Innovative Drug Target Research and State Key Laboratory of Cell Stress Biology, School of Pharmaceutical Sciences, Xiamen University, Xiamen, Fujian 361102, China
| | - Yuexin Yang
- Fujian Provincial Key Laboratory of Innovative Drug Target Research and State Key Laboratory of Cell Stress Biology, School of Pharmaceutical Sciences, Xiamen University, Xiamen, Fujian 361102, China
| | - Qiang Xie
- Department of Cardiology, The First Affiliated Hospital of Xiamen University, School of Medicine, Xiamen University, Xiamen 361003, China.
| | - Caisheng Wu
- Fujian Provincial Key Laboratory of Innovative Drug Target Research and State Key Laboratory of Cell Stress Biology, School of Pharmaceutical Sciences, Xiamen University, Xiamen, Fujian 361102, China.
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Liu L, Sun Y, Wen C, Jiang T, Tian W, Xie X, Cui X, Lu R, Feng J, Jin A, Wen S, Wei W. Metabolome analysis of genus Forsythia related constituents in Forsythia suspensa leaves and fruits using UPLC-ESI-QQQ-MS/MS technique. PLoS One 2022; 17:e0269915. [PMID: 35763534 PMCID: PMC9239459 DOI: 10.1371/journal.pone.0269915] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/16/2021] [Accepted: 05/31/2022] [Indexed: 11/19/2022] Open
Abstract
Forsythia suspensa is a traditional Chinese herb. Its numerous metabolites have important roles, as they possessed a wide range of biological activities. This study explored the accumulations of F. suspensa metabolites by performing widely targeted metabolomic analysis. The metabolites were studied at four stages of fruit development. Metabolites in the fruits and leaves of F. suspensa during fruit development included phenolic acids, flavonoids, lipids, lignans and coumarins, amino acids and their derivatives, terpenes, organic acids, nucleotides and their derivatives, alkaloids, quinones, steroids, and tannins. Fourteen Forsythia related metabolites were detected. Their contents varied among the developmental stages. Statistically significant correlations were found between the levels of forsythoside B and 11-methyl-forsythide, and forsythialan B and phillygenin, in both leaves and fruits. According to the correlation analysis between metabolites, Forsythia related metabolites were divided into two classes and five subclasses. In total, 33 compounds presented significant correlations in both fruits and leaves, which indicated the potential relationship in the synthesis of Forsythia related metabolites. Forsythialan B and phillygenin were both negatively correlated with L-valine, while Z-6,7-epoxyligustilid was positively correlated with both compounds. The quality control compounds forsythiaside A and phillyrin were positively and negatively correlated with uracil, respectively. These metabolomics results may facilitate the biosynthesis of Forsythia related metabolites.
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Affiliation(s)
- Lingdi Liu
- Institute of Cash Crops, Hebei Academy of Agricultural and Forestry Sciences, Shijiazhuang, Hebei, China
- Hebei Medicinal Plant Engineering Technology Research Center, Shijiazhuang, Hebei, China
| | - Yu Sun
- Shijiazhuang Institute of Pomology, Hebei Academy of Agricultural and Forestry Sciences, Shijiazhuang, Hebei, China
| | - Chunxiu Wen
- Institute of Cash Crops, Hebei Academy of Agricultural and Forestry Sciences, Shijiazhuang, Hebei, China
- Hebei Medicinal Plant Engineering Technology Research Center, Shijiazhuang, Hebei, China
- * E-mail:
| | - Tao Jiang
- Institute of Cash Crops, Hebei Academy of Agricultural and Forestry Sciences, Shijiazhuang, Hebei, China
- Hebei Medicinal Plant Engineering Technology Research Center, Shijiazhuang, Hebei, China
| | - Wei Tian
- Institute of Cash Crops, Hebei Academy of Agricultural and Forestry Sciences, Shijiazhuang, Hebei, China
- Hebei Medicinal Plant Engineering Technology Research Center, Shijiazhuang, Hebei, China
| | - Xiaoliang Xie
- Institute of Cash Crops, Hebei Academy of Agricultural and Forestry Sciences, Shijiazhuang, Hebei, China
- Hebei Medicinal Plant Engineering Technology Research Center, Shijiazhuang, Hebei, China
| | - Xusheng Cui
- Shijiazhuang Yiling Pharmaceutical Co, Ltd, Shijiazhuang, Hebei, China
| | - Ruike Lu
- Institute of Cash Crops, Hebei Academy of Agricultural and Forestry Sciences, Shijiazhuang, Hebei, China
- Hebei Medicinal Plant Engineering Technology Research Center, Shijiazhuang, Hebei, China
| | - Jiaxing Feng
- Institute of Cash Crops, Hebei Academy of Agricultural and Forestry Sciences, Shijiazhuang, Hebei, China
- Hebei Medicinal Plant Engineering Technology Research Center, Shijiazhuang, Hebei, China
| | - Aihong Jin
- Institute of Cash Crops, Hebei Academy of Agricultural and Forestry Sciences, Shijiazhuang, Hebei, China
- Hebei Medicinal Plant Engineering Technology Research Center, Shijiazhuang, Hebei, China
| | - Saiqun Wen
- Institute of Cash Crops, Hebei Academy of Agricultural and Forestry Sciences, Shijiazhuang, Hebei, China
- Hebei Medicinal Plant Engineering Technology Research Center, Shijiazhuang, Hebei, China
| | - Wei Wei
- Shijiazhuang Institute of Pomology, Hebei Academy of Agricultural and Forestry Sciences, Shijiazhuang, Hebei, China
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