药物开发中的综合药理动力学-药理动力学和基于代理物的建模:当前状态和未来前景
1DMPK Modelling, DMPK, Preclinical Sciences, RTech, GSK, UK.
Advanced drug delivery reviews
|November 25, 2024
概括
基于代理的模型越来越多地用于药物开发研究. 本综述涵盖了它们的应用,确定了实施的差距,并建议了这些定量数学模型的未来研究方向.
科学领域:
- 药理学和计算生物学
- 药物的发现和开发.
- 在生命科学中的数学建模.
背景情况:
- 量化数学建模对于提高药物研究生产率至关重要.
- 药理动力学-药理动力学 (PK/PD) 和定量系统药理学 (QSP) 模型是已知的方法.
- 基于代理的模型 (ABM) 正在作为一种补充的建模技术获得吸引力.
研究的目的:
- 审查药物研究中基于代理物的模型开发的当前应用和实践.
- 确定ABM实施中的现有差距和挑战.
- 为推进ABM开发的优先事项提供未来的视角.
主要方法:
- 在药物研究中基于代理物的模型应用的文献综述.
- 从科学文献中分析案例研究.
- 识别当前ABM实践中的趋势和局限性.
主要成果:
- 基于代理的模型越来越多地应用于药物研究的各个方面.
- 具体的案例研究强调了ABM实施的实用性和挑战.
- 在ABMs的标准化,验证和整合方面存在差距.
结论:
- 基于代理物的建模为药物发现中复杂的生物系统提供了有价值的方法.
- 解决发现的差距对于ABM更广泛的采用和影响至关重要.
- 未来的开发应该集中在增强模型复杂性,验证和跨学科合作上.
相关概念视频
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