School of Pharmacy, Minzu University of China, Beijing, 100081, China.
College of Science, Minzu University of China, Beijing, 100081, China.
Biomed Pharmacother. 2021 Mar;135:111177. doi: 10.1016/j.biopha.2020.111177. Epub 2021 Feb 1.
Presently, optimal proportions and synergistic mechanisms of component-based Chinese medicines are critical for developing novel strategies to treat cardiovascular diseases (CVDs). A new multi-objective optimization algorithm based on uniform design (UD) and stepwise regression (SR) modeling is proposed to find the synergistic effect of orientin (Ori), quercitrin (Que) and vitexin (Vit), the three effective components from Polygonum orientale L., using the H9c2 cells injury induced by hypoxia/reoxygenation (H/R). The optimal proportion of these three components was calculated by simulated annealing (SA). In this research, the excellent combination named OQV-e (Ori: Que: Vit =12.55 μM: 39.99 μM: 19.99 μM) could exert significant cardioprotection against the H9c2 cells injury induced by H/R through increasing cell viability, decreasing leakage rate of lactate dehydrogenase (LDH) and the level of nitric oxide (NO). Moreover, western blot analysis revealed that OQV-e could activate autophagy by inhibiting the p-JNK/JNK signaling pathway, which showed that the method (UD-SR-SA) was a feasible strategy. Mathematical system modeling may be a considerable approach for the powerful mathematical analysis of the complex pharmacological effects of component-based Chinese medicines from herbal medicines, which might greatly enhance the efficiency to find new modern Chinese drugs for CVDs based on Chinese herbal medicine (CHM) with affirmative therapeutic effect.
目前,基于成分的中药的最佳比例和协同机制对于开发治疗心血管疾病 (CVD) 的新策略至关重要。提出了一种基于均匀设计 (UD) 和逐步回归 (SR) 建模的新多目标优化算法,用于寻找来自蓼科植物东方蓼的三种有效成分木犀草素 (Ori)、槲皮素 (Que) 和牡荆素 (Vit) 的协同作用,使用缺氧/复氧 (H/R) 诱导的 H9c2 细胞损伤。通过模拟退火 (SA) 计算这些三种成分的最佳比例。在这项研究中,名为 OQV-e 的优良组合(Ori: Que: Vit = 12.55 μM: 39.99 μM: 19.99 μM)可以通过增加细胞活力、降低乳酸脱氢酶 (LDH) 的漏出率和一氧化氮 (NO) 的水平来显著减轻 H/R 诱导的 H9c2 细胞损伤。此外,Western blot 分析表明,OQV-e 通过抑制 p-JNK/JNK 信号通路来激活自噬,表明该方法(UD-SR-SA)是一种可行的策略。数学系统建模可能是对草药中基于成分的中药复杂药理作用进行强大数学分析的一种相当有前途的方法,这可能极大地提高基于具有肯定治疗效果的中药寻找治疗 CVD 的新型现代中药的效率。