基于MIV-SVM的牡丹皮炭药动学与药效学关系研究

Sujuan Zhou, Luyue Lin, Hao Cai, Bo Liu, J. Meng
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引用次数: 0

摘要

牡丹皮炭是牡丹皮的加工产品,被广泛用于治疗各种出血性疾病。本研究通过药物浓度和药效学随时间的关系,建立了基于svm的牡丹皮炭药动药效学模型。在支持向量机敏感性分析的基础上,采用MIV-SVM方法分析牡丹皮炭中药物浓度与主要成分药效学指标之间的关系。实验结果与化学实验结果吻合较好,阐明了芍药炭的药效学物质基础。
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Investigation into the Relationship between Pharmacokinetics and Pharmacodynamics of Moutan Cortex Charcoal Based on MIV-SVM
Moutan Cortex charcoal is a processed product of Moutan Cortex which is widely used to cure various types of hemorrhagic diseases. In this study, a SVM-based pharmacokinetic-pharmacodynamic model of Moutan Cortex charcoal was established by correlating drug concentration and pharmacodynamics with time. The relationship between drug concentration and pharmacodynamic index of main components in Moutan Cortex charcoal was analyzed based on sensitivity analysis of SVM using the method of MIV-SVM. The results are in agreement with those of chemical experiments By this means, the pharmacodynamic substance basis of Paeonia suffruticosa charcoal was clarified.
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