概念定量系统药理框架,用于支持器官特异性自身免疫和罕见疾病的临床试验设计
Zhengwu Sun1, Yalin Xi1, Xiaoyan Lan2
1Department of Clinical Pharmacology, Dalian Municipal Central Hospital, Central Hospital of Dalian University of Technology, Dalian, China.
Frontiers in immunology
|December 29, 2025
概括
这项研究引入了定量系统药理学 (QSP) 框架,以优化罕见炎症和自身免疫疾病的临床试验设计. 该QSP框架使用综合数据和模拟来提高药物开发效率和成功率.
科学领域:
- 药理学和药物开发领域
- 系统生物学 系统生物学
- 临床试验设计 临床试验设计
背景情况:
- 器官特异性自身免疫和罕见的炎症性疾病对临床试验设计构成重大挑战.
- 患者的异质性,小人群和复杂的病理生理学阻碍了传统的方法.
研究的目的:
- 提出一个定量系统药理 (QSP) 框架,用于罕见炎症和自身免疫性疾病的端到端临床试验设计.
- 解决复杂疾病药物开发中的关键瓶问题.
主要方法:
- 使用贝叶斯方法整合多来源数据 (临床前,奥米克,现实世界的证据).
- 开发一个多尺度机械模型,将细胞内信号,细胞动态和组织病理联系起来.
- 使用从贝叶斯后期生成的虚拟患者群体进行的临床试验模拟.
主要成果:
- 该框架可以模拟疾病进展和药物效应.
- 虚拟患者群体捕捉了现实世界的生物异质性.
- 在 silico 试验优化剂量,终点,分层和适应性策略.
结论:
- 拟议的QSP框架支持合理的决策,以优化剂量,识别生物标志物和丰富患者.
- 这种方法降低了临床试验的风险,并提高了复杂疾病的药物开发效率.
- 为改善临床试验成功提供结构化,疾病不可知的工作流.
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