基于模型的药物开发对药物开发周期时间和临床试验成本的影响
Vaishali Sahasrabudhe1, Timothy Nicholas1, Gianluca Nucci2
1Pfizer, Inc., Groton, Connecticut, USA.
基于模型的药物开发 (MIDD) 平均每年节省药物计划10个月和500万美元. 系统的MIDD应用提高了效率,并为整个药物开发组合的客观决策提供了信息.
科学领域:
- 药量计学和定量药理学
- 药物开发和监管科学 药物开发和监管科学
背景情况:
- 基于模型的药物开发 (MIDD) 整合了各种数据,以支持药物发现和开发中的客观决策.
- 虽然MIDD的应用越来越多,但明确的投资组合级证据表明其对效率的影响是有限的.
研究的目的:
- 提出一个方法,并提供示例,展示在投资组合层面上MIDD所带来的时间和成本节约.
- 以提高试验和程序效率来量化MIDD的价值.
主要方法:
- 开发了一种算法,用于估计药物开发组合中所有开发阶段的MIDD相关活动的节省成本.
- 节约计算为2021年至2023年之间的典型年份,评估多个计划的普遍适用性.
主要成果:
- 系统地应用MIDD方法,在整个药物开发组合中节省了大量的时间和成本.
- 平均年化节约估计约为10个月的周期时间和每项计划500万美元.
结论:
- MIDD显著提高了药物开发效率,在投资组合层面节省了大量的时间和成本.
- 越来越多地采用MIDD方法是优化药物开发流程效率和基于数据的决策的关键驱动因素.
更多相关视频
10:49Hydrogel Arrays Enable Increased Throughput for Screening Effects of Matrix Components and Therapeutics in 3D Tumor Models
Published on: June 16, 2022
10:30Technical Applications of Microelectrode Array and Patch Clamp Recordings on Human Induced Pluripotent Stem Cell-Derived Cardiomyocytes
Published on: August 4, 2022
相关概念视频
Clinical Trials: Overview
Preclinical Development: Overview
Drug Administration and Therapy Phases: Overview
The pharmaceutical phase focuses on leveraging the physicochemical properties of the drug to design and manufacture an effective product. Variants include orally administered tablets or capsules, topical creams or ointments, and parenteral-delivery solutions or emulsions.
The pharmacokinetic phase...
Drug Discovery: Overview
Pharmacokinetic Models: Overview
There are three primary types of models: empirical, compartment, and physiological. Empirical models, with minimal...
Analysis Methods of Pharmacokinetic Data: Model and Model-Independent Approaches
The model approach uses mathematical models to describe changes in drug concentration over time. Pharmacokinetic models help characterize drug behavior in patients, predict drug concentration in the body fluids, calculate optimum dosage regimens, and evaluate the risk of toxicity. However, ensuring that the model fits the experimental data accurately...
