Chen Di, Lu Peng, Zhang Fang-Bo, Tang Shi-Huan, Yang Hong-Jun
Institute of Automation, Chinese Academy of Science, Beijing 100190, China.
Zhongguo Zhong Yao Za Zhi. 2013 Jan;38(1):91-8.
The theory of treating heart and brain simultaneously is from the theory of traditional Chinese medicine, and there aren't enough explanations for this theory from the perspective of molecular mechanism. As one successful case of this theory, the Chinese medicine formula--Buchang Naoxintong can achieve the goal of treating coronary heart disease and stroke at the same time. To illustrate the mechanism of the theory of treating heart and brain simultaneously, it is necessary to find out the molecular mechanism of this formula.
Using the network analysis method, together with two data mining methods-clustering and apriori algorithm, the frequent gene combinations interfered by the chemicals of the formula based on the protein-protein interaction networks related with coronary heart disease and stroke disease were figured out respectively. To find out the molecular mechanism of the theory of treating heart and brain simultaneously, the results got from two diseases were compared and analyzed.
Based on comparing two results from these two different diseases, the mechanism of the theory of treating heart and brain simultaneously was explained from molecular level by finding out key genes targeted by the components of this formula for both diseases and some particular genes interfered by the components for each disease. In addition, genes interfered indirectly by the chemicals for different diseases were found out based on the protein-protein interaction network.
It can help to explain the molecular mechanism of the theory by our methods. By finding out the molecular mechanism of this theory, it can promote the progress of combination of Chinese traditional and Western medicine.
心脑同治理论源于中医理论,从分子机制角度对该理论的阐释尚不充分。作为该理论的成功范例之一,中药方剂——步长脑心通能同时实现治疗冠心病和中风的目标。为阐明心脑同治理论的机制,有必要探究该方剂的分子机制。
运用网络分析方法,结合聚类和关联规则算法这两种数据挖掘方法,分别基于与冠心病和中风相关的蛋白质 - 蛋白质相互作用网络,找出受该方剂化学成分干扰的频繁基因组合。为探究心脑同治理论的分子机制,对两种疾病的结果进行比较分析。
通过比较这两种不同疾病的结果,从分子层面解释了心脑同治理论的机制,找出了该方剂成分针对两种疾病的关键靶点基因以及针对每种疾病受成分干扰的一些特定基因。此外,基于蛋白质 - 蛋白质相互作用网络找出了不同疾病化学成分间接干扰的基因。
我们的方法有助于解释该理论的分子机制。通过找出该理论的分子机制,可推动中西医结合的发展。