Battelle Memorial Institute and Lawrence Livermore National Laboratory, Biosciences and Biotechnology Division Center for Accelerator, Livermore, California 94550, USA.
Clin Cancer Res. 2011 Nov 1;17(21):6641-5. doi: 10.1158/1078-0432.CCR-11-1106.
There has been an explosion of technology-enabled scientific insight into the basic biology of the causes of adverse events. This has been driven, in part, by the development of the various "omics" tools (e.g., genomics, proteomics, and metabolomics) and associated bioinformatics platforms. Meanwhile, for decades, changes in preclinical testing protocols and guidelines have been limited. Preclinical safety testing currently relies heavily on the use of outdated animal models. Application of systems biology methods to evaluation of toxicities in oncology treatments can accelerate the introduction of safe, effective drugs. Systems biology adds insights regarding the causes and mechanisms of adverse effects, provides important and actionable information to help understand the risks and benefits to humans, focuses testing on methods that add value to the safety testing process, and leads to modifications of chemical entities to reduce liabilities during development. Leveraging emerging technologies, such as genomics and proteomics, may make preclinical safety testing more efficient and accurate and lead to better safety decisions. The development of a U.S. Food and Drug Administration guidance document on the use of systems biology in clinical testing would greatly benefit the development of drugs for oncology by communicating the potential application of specific methodologies, providing a framework for qualification and application of systems biology outcomes, and providing insight into the challenges and limitations of systems biology in the regulatory decision-making process.
科技的发展使得人们能够深入了解导致不良事件的基本生物学原因,这方面的学术研究如雨后春笋般涌现。这在一定程度上要归功于各种“组学”工具(例如基因组学、蛋白质组学和代谢组学)的发展,以及相关的生物信息学平台。与此同时,几十年来,临床前测试方案和指南的变化一直受到限制。目前,临床前安全性测试严重依赖于过时的动物模型。将系统生物学方法应用于评估肿瘤治疗中的毒性,可以加速安全有效的药物的推出。系统生物学为不良反应的原因和机制提供了深入的见解,为帮助理解对人类的风险和益处提供了重要的、可操作的信息,使测试集中在对安全测试过程有增值的方法上,并导致化学实体的修改,以减少开发过程中的责任。利用新兴技术,如基因组学和蛋白质组学,可以使临床前安全性测试更高效、更准确,并做出更好的安全性决策。制定美国食品和药物管理局关于系统生物学在临床测试中应用的指南文件,将通过沟通特定方法的潜在应用、为系统生物学结果的定性和应用提供框架,以及深入了解系统生物学在监管决策过程中的挑战和局限性,极大地有益于肿瘤学药物的开发。