使用基于网络的方法系统地探索帕纳克斯人参的治疗效果和关键机制
Young Woo Kim1,2, Seon Been Bak1, Yu Rim Song1
1School of Korean Medicine, Dongguk University, Gyeongju, Republic of Korea.
Journal of ginseng research
|July 22, 2024
概括
网络药理学,使用Panax人参作为案例研究,揭示了一种多尺度的相互作用体方法,有效地识别了自然产品对慢性疾病的治疗机制.
科学领域:
- * 计算生物学 计算生物学
- * 系统药理学 * 系统药理学
- * * 自然产品研究
背景情况:
- *网络药理学是理解天然产品疗法的关键工具.
- * 对天然产品的基于网络的方法缺乏全面的评估.
- *确定天然产品的治疗作用和机制需要强大的方法.
研究的目的:
- * 系统地探索自然产品的基于网络的方法.
- *使用Panax人参作为一个案例研究来评估这些方法.
- * 了解P.人参在慢性疾病中的活性成分和机制.
主要方法:
- * 建立了一个整合P.人参成分,蛋白质标和适应症的网络.
- * 评估基于网络的疾病关联预测方法.
- *使用肝星细胞模型和临床数据进行验证的预测.
主要成果:
- * 基于多尺度交互的方法实现了卓越的性能 (AUROC 0.697,AUPR 0.026).
- *已确定乳腺癌和肝硬化的活性成分和机制.
- *预测成分对肝硬化和胃肠道瘤的验证有益作用.
结论:
- * 开发了一个有前途的框架来探索天然产品疗法.
- * 证明了基于网络的方法在天然产品研究中的潜力.
- * 突出了用于药物发现的多尺度相互作用组分析的有效性.
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