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经鼻腔给药后纳米乳药物传递的中枢神经系统转运特性的数学建模与模拟研究。

Mathematical Modeling and Simulation to Investigate the CNS Transport Characteristics of Nanoemulsion-Based Drug Delivery Following Intranasal Administration.

机构信息

Department of Pharmaceutical Sciences, School of Pharmacy, Northeastern University, Boston, Massachusetts, 02115, USA.

Translational Modeling & Simulation, Quantitative Clinical Pharmacology, Takeda Pharmaceuticals, Cambridge, Massachusetts, 02139, USA.

出版信息

Pharm Res. 2019 Mar 28;36(5):75. doi: 10.1007/s11095-019-2610-y.

Abstract

PURPOSE

Despite encouraging preclinical results, mechanisms of CNS drug delivery following intranasal dosing of nanoemulsions remain incompletely understood. Herein, the transport characteristics of intranasally administered nanoemulsions are investigated using mathematical modeling and simulation.

METHODS

A compartmental model was developed to describe systemic and brain pharmacokinetics of drug solutions following intranasal dosing in rodents. The association between transport processes and CNS drug delivery was predicted using sensitivity analysis. Published pharmacokinetic data for four drugs; dosed as a nanoemulsion and aqueous solution were modeled to characterize differences in transport processes across formulations.

RESULTS

The intranasal model structure performed in a drug agnostic fashion. Sensitivity analysis suggested that though the extent of CNS drug delivery depends on nasal bioavailability, the CNS targeting efficiency is only sensitive to changes in drug permeability across the nasal epithelium. Modeling results indicated that nanoemulsions primarily improve nasal bioavailability and drug permeability across the olfactory epithelium, with minimal effect on drug permeability across the non-olfactory epithelium.

CONCLUSIONS

Using mathematical modeling we outlined dominant transport pathways following intranasal dosing, predicted the association between transport pathways and CNS drug delivery, predicted human CNS delivery after accounting for inter-species differences in nasal anatomy, and quantified the CNS delivery potential of different formulations in rodents.

摘要

目的

尽管有令人鼓舞的临床前结果,但经鼻腔给予纳米乳剂后中枢神经系统药物传递的机制仍不完全清楚。本文通过数学建模和模拟研究了经鼻腔给予纳米乳剂后的输送特性。

方法

开发了一个房室模型来描述啮齿动物经鼻腔给药后药物溶液的系统和脑药代动力学。使用敏感性分析预测了输送过程与中枢神经系统药物传递之间的关联。对四种药物的已发表药代动力学数据进行建模,这些药物以纳米乳剂和水溶液的形式给药,以表征不同制剂的输送过程差异。

结果

该鼻腔模型结构以药物不可知的方式表现。敏感性分析表明,尽管中枢神经系统药物传递的程度取决于鼻腔生物利用度,但中枢神经系统靶向效率仅对鼻上皮药物通透性的变化敏感。建模结果表明,纳米乳剂主要改善了鼻内生物利用度和药物在嗅上皮中的通透性,对非嗅上皮中药物通透性的影响最小。

结论

我们使用数学建模概述了经鼻腔给药后的主要输送途径,预测了输送途径与中枢神经系统药物传递之间的关联,在考虑到鼻腔解剖结构的种间差异后预测了人体中枢神经系统的传递,以及量化了不同制剂在啮齿动物中的中枢神经系统传递潜力。

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