Cytel Inc., Cambridge, MA, USA.
Clin Trials. 2010 Apr;7(2):167-73. doi: 10.1177/1740774510361542. Epub 2010 Mar 25.
This review discusses barriers to implementing adaptive designs in a pharmaceutical R&D environment and provides recommendations on how to overcome challenges. A summary of findings from a survey conducted through PhRMA's working group on adaptive designs is followed by a report based on our experience as statistical and clinical consultants to project teams charged with establishing the clinical development strategy for investigational compounds and interested in applying innovative approaches.
Adaptive designs require additional work in that clinical trial simulations are needed to develop the design. Some project teams, due to time and resource constraints, are unable to invest the additional effort required to conduct necessary scenario analyses of options through simulation. We recommend formally integrating the planning time for scenario analyses and to incentivize optimal designs (e.g., designs offering the highest information value per resource unit invested). Regardless of the trial design ultimately chosen, quantitatively comparing alternative trial design options through simulation will enable earlier and better decision making in the context of the overall clinical development plan. Adhering to 'Good Adaptive Practices' will be key to achieving this goal.
Implementing adaptive designs efficiently requires top-down and bottom- up support and the willingness to invest into integrated process and information technology infrastructures. Success is conditional on the willingness of the R&D environment to embrace the implementation of adaptive designs as a Change Management Initiative in the spirit of the Critical Path of the Food and Drug Administration.
本综述讨论了在制药研发环境中实施适应性设计的障碍,并就如何克服挑战提出了建议。本文首先总结了 PhRMA 适应性设计工作组调查的结果,然后根据我们作为统计和临床顾问的经验,为负责制定研究化合物临床开发策略并有意采用创新方法的项目团队提供报告。
适应性设计需要更多的工作,因为需要进行临床试验模拟来设计方案。由于时间和资源的限制,一些项目团队无法投入额外的精力通过模拟对各种方案进行必要的情景分析。我们建议正式整合情景分析的规划时间,并激励最优设计(例如,提供单位资源投资最高信息价值的设计)。无论最终选择哪种试验设计,通过模拟对替代试验设计方案进行定量比较,将能够在整体临床开发计划的背景下更早、更好地做出决策。坚持“良好的适应性实践”将是实现这一目标的关键。
高效实施适应性设计需要自上而下和自下而上的支持,以及愿意投资于集成的流程和信息技术基础架构。成功的前提是研发环境愿意接受适应性设计,将其作为变革管理倡议,以食品和药物管理局关键路径的精神来实施。