纳米材料生理学基础的药动力学 (PBPK) 建模的进展
Ozlem Ozbek1, Destina Ekingen Genc1, Kutlu O Ulgen1
1Chemical Engineering Department, Bogazici University, Bebek 34342 Istanbul, Turkey.
基于生理学的药理动力学 (PBPK) 建模有助于理解纳米粒子 (NP) 在身体中的行为. 本综述探讨了PBPK对NP的应用,增强药物输送和预测毒性.
科学领域:
- 药理动力学和药物输送方法
- 纳米医学和计算毒理学
背景情况:
- 纳米粒子 (NP) 提供了改善的药物输送,但具有复杂的体内处置.
- 在模拟NP的ADME特征时,生理基础的药理动力学 (PBPK) 建模至关重要.
- 了解NP行为对于优化治疗疗效和安全至关重要.
研究的目的:
- 对纳米颗粒的PBPK模型应用的最新进展进行审查.
- 与小分子相比,对NP进行PBPK模型开发的挑战.
- 在NPPBPK建模中讨论体外到体内抽取 (IVIVE) 和ML/AI方法.
主要方法:
- 对NP处置,ADME和运输过程的PBPK模型应用程序的审查.
- 在PBPK中分析纳米粒子相关,非纳米粒子相关和跨物种缩放方法.
- 讨论IVIVE和基于机器学习/人工智能 (ML/AI) 的方法.
主要成果:
- PBPK建模为特征和预测NP系统性处置,毒性和疗效提供了强大的工具.
- 最近的进展包括对NP运输和跨物种扩展的复杂方法.
- IVIVE和ML/AI显示出增强PBPK模型准确性和预测能力的潜力.
结论:
- 通过预测NP行为和优化治疗策略,PBPK建模对于推进纳米医学至关重要.
- 解决NP PBPK模型开发中的挑战是实现基于纳米粒子的疗法的全部潜力的关键.
- 集成IVIVE和ML/AI将进一步完善纳米粒子PBPK模型的预测能力.
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