Department of Mechanical and Aerospace Engineering, UCLA, Los Angeles, CA, USA.
Int J Nanomedicine. 2012;7:2281-92. doi: 10.2147/IJN.S27540. Epub 2012 May 10.
Infectious diseases cause many molecular assemblies and pathways within cellular signaling networks to function aberrantly. The most effective way to treat complex, diseased cellular networks is to apply multiple drugs that attack the problem from many fronts. However, determining the optimal combination of several drugs at specific dosages to reach an endpoint objective is a daunting task.
In this study, we applied an experimental feedback system control (FSC) method and rapidly identified optimal drug combinations that inhibit herpes simplex virus-1 infection, by only testing less than 0.1% of the total possible drug combinations.
Using antiviral efficacy as the criterion, FSC quickly identified a highly efficacious drug cocktail. This cocktail contained high dose ribavirin. Ribavirin, while being an effective antiviral drug, often induces toxic side effects that are not desirable in a therapeutic drug combination. To screen for less toxic drug combinations, we applied a second FSC search in cascade and used both high antiviral efficacy and low toxicity as criteria. Surprisingly, the new drug combination eliminated the need for ribavirin, but still blocked viral infection in nearly 100% of cases.
This cascade search provides a versatile platform for rapid discovery of new drug combinations that satisfy multiple criteria.
传染病会导致细胞信号网络中的许多分子组装和途径异常运作。治疗复杂疾病细胞网络的最有效方法是应用多种药物,从多个方面解决问题。然而,确定几种药物在特定剂量下的最佳组合以达到终点目标是一项艰巨的任务。
在这项研究中,我们应用了实验反馈系统控制(FSC)方法,通过仅测试不到总可能药物组合的 0.1%,快速确定了抑制单纯疱疹病毒-1 感染的最佳药物组合。
使用抗病毒功效作为标准,FSC 快速确定了一种高效的药物鸡尾酒。这种鸡尾酒含有高剂量利巴韦林。利巴韦林虽然是一种有效的抗病毒药物,但常引起毒副作用,在治疗药物组合中不理想。为了筛选毒性较小的药物组合,我们应用了级联的第二个 FSC 搜索,并将高抗病毒功效和低毒性作为标准。令人惊讶的是,新的药物组合消除了利巴韦林的需求,但仍能阻止近 100%的病毒感染。
这种级联搜索为快速发现满足多种标准的新药组合提供了一个通用的平台。