Exploration of Active Substances and Its Potential Mechanism of Gancao Fuzi Decoction on Inflammatory Based on Metabolomics and Network Pharmacology

IF 1.7 3区 化学 Q4 BIOCHEMICAL RESEARCH METHODS Rapid Communications in Mass Spectrometry Pub Date : 2025-02-10 DOI:10.1002/rcm.10007
Wei Geng, Shuang Liu, Hongjing Dong, Buddhika Niroshie Perumpuli Arachchige, Dongmei Qi, Xiao Wang
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Abstract

Gancao Fuzi decoction (GCFZT) is a traditional Chinese formula, which has been commonly used in clinical practice to treat inflammatory diseases. However, the active substance of GCFZT in the treatment of inflammation is not fully clarified. In this study, we used orthogonal experiments to design different GCFZT formulations, resulting in a total of 16 GCFZT formulations. Subsequently, UPLC-Q-TOF-MS/MS was used to analyze the chemical composition of different formulations, and the anti-inflammatory activity differences of these formulations were evaluated through an LPS-induced RAW264.7 inflammatory cell model. Combined with machine learning algorithms such as PLS-DA and RF, four main active substances in GCFZT were screened. Finally, network pharmacology techniques were used to investigate the potential anti-inflammatory mechanisms of these main active substances, and the results showed that GCFZT mainly regulates the expression of core targets such as ALOX5, NFKB1, and TLR4 through main active substances such as chlorogenic acid, riboflavin, and formononetin, thereby affecting the NF kappa B signaling pathway, the Toll-like receptor signaling pathway, and the Th17 cell differentiation. This study provides a reference for the anti-inflammatory mechanism of GCFZT and a scientific basis for its clinical application.

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基于代谢组学和网络药理学的肝草附子汤抗炎活性物质及其潜在机制探索
肝草附子汤(GCFZT)是一种传统的中药方剂,在临床上常用来治疗炎症性疾病。然而,GCFZT治疗炎症的活性物质尚不完全清楚。在本研究中,我们采用正交试验设计不同的GCFZT配方,共得到16个GCFZT配方。随后,采用UPLC-Q-TOF-MS/MS分析不同剂型的化学成分,并通过lps诱导的RAW264.7炎症细胞模型评价各剂型的抗炎活性差异。结合PLS-DA和RF等机器学习算法,筛选GCFZT中的4种主要活性物质。最后利用网络药理学技术研究这些主要活性物质的潜在抗炎机制,结果显示GCFZT主要通过绿原酸、核黄素、刺柄花素等主要活性物质调控ALOX5、NFKB1、TLR4等核心靶点的表达,从而影响NF κ B信号通路、toll样受体信号通路,影响Th17细胞分化。本研究为GCFZT的抗炎机制提供参考,为其临床应用提供科学依据。
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来源期刊
CiteScore
4.10
自引率
5.00%
发文量
219
审稿时长
2.6 months
期刊介绍: Rapid Communications in Mass Spectrometry is a journal whose aim is the rapid publication of original research results and ideas on all aspects of the science of gas-phase ions; it covers all the associated scientific disciplines. There is no formal limit on paper length ("rapid" is not synonymous with "brief"), but papers should be of a length that is commensurate with the importance and complexity of the results being reported. Contributions may be theoretical or practical in nature; they may deal with methods, techniques and applications, or with the interpretation of results; they may cover any area in science that depends directly on measurements made upon gaseous ions or that is associated with such measurements.
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