Prediction of Platycodonis Radix Quality Marker Based on Network Pharmacology and Chemometrics Methods
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Graphical Abstract
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Abstract
OBJECTIVE To preliminary predict and analyze the quality marker(Q-markers)of Platycodonis Radix decoction based on the validity and measurability of traditional Chinese medicine Q-marker. METHODS The fingerprints of 20 batches of Platycodonis Radix samples were established, and the similarity was evaluated. At the same time, a "component-target-pathway" network diagram was constructed through network pharmacology to predict the potential active components of Platycodonis Radix. Mathematical analysis methods such as principal component analysis and orthogonal partial least-squares discrimination analysis were used to screen differential components; the content of candidate components were determined. RESULTS There were 19 common peaks in the established fingerprint, and 8 common components were identified as candidate active components for network pharmacology analysis. Network pharmacology indicated that 6 compounds were screened out with a high degree of connectivity. Based on the comprehensive consideration of Q-marker principle:traceability and transmissibility, specificity, efficacy, and measurability, luteolin, syringin, chlorogen acid, platycoside D, platycoside D3 and platycoside E were preliminarily predicted as potential Q-markers of platycodon. CONCLUSION The prediction analysis of Platycodonis Radix Q-marker provides a reference for the comprehensive control of the quality of Platycodonis Radix medicinal materials, and also lays a foundation for the research and exploration of the substance basis and mechanism of action of Platycodonis Radix.
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