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基于模型的预测对环孢素眼用乳液生物利用度和泪膜破裂时间的车辆理化性质的影响。

Impact of Vehicle Physicochemical Properties on Modeling-Based Predictions of Cyclosporine Ophthalmic Emulsion Bioavailability and Tear Film Breakup Time.

机构信息

Office of Research and Standards, Office of Generic Drugs, Center for Drug Evaluation and Research, U. S. Food and Drug Administration, Silver Spring, Maryland 20993.

Office of Research and Standards, Office of Generic Drugs, Center for Drug Evaluation and Research, U. S. Food and Drug Administration, Silver Spring, Maryland 20993.

出版信息

J Pharm Sci. 2019 Jan;108(1):620-629. doi: 10.1016/j.xphs.2018.10.034. Epub 2018 Oct 29.

Abstract

Several physicochemical parameters are thought to affect in vivo performance of cyclosporine ophthalmic emulsion, including globule size distribution, viscosity profile as a function of applied shear, pH, zeta potential, osmolality, and surface tension. Using a modeling approach, this study predicts cyclosporine ophthalmic emulsion drug bioavailability to the cornea and conjunctiva and tear film breakup time for human subjects as a function of the vehicle physicochemical properties viscosity, surface tension, and osmolality for products that are qualitatively (Q1) and quantitatively (Q2) the same. The change in tear film breakup time from baseline, a potential indirect measure of therapeutic benefit, was predicted to characterize the direct effect of the vehicle on efficacy. Bioavailability predictions showed that while individual predictions were sensitive to variations in corneal and conjunctival permeabilities, geometric mean ratios of the test-to-reference comparisons for formulations that are Q1 and Q2 the same showed little sensitivity. Parameter sensitivity analysis showed that bioavailability and change in tear film breakup time from baseline values were both very sensitive to viscosity, slightly sensitive to surface tension, and insensitive to osmolality. With further improvements, the modeling framework developed for this study may be useful for informing future recommendations of cyclosporine ophthalmic emulsion bioequivalence for potential generic drug products.

摘要

一些物理化学参数被认为会影响环孢素眼用乳液的体内性能,包括液滴大小分布、施加剪切时的粘度曲线、pH 值、zeta 电位、渗透压和表面张力。本研究采用建模方法,预测了人类受试者中环孢素眼用乳液的药物生物利用度对角膜和结膜以及泪膜破裂时间,作为载体物理化学性质(粘度、表面张力和渗透压)的函数,用于定性(Q1)和定量(Q2)相同的产品。泪膜破裂时间的变化(从基线开始)是治疗益处的潜在间接衡量标准,用于表征载体对疗效的直接影响。生物利用度预测表明,虽然个体预测对角膜和结膜通透性的变化敏感,但 Q1 和 Q2 相同的制剂的测试与参考比较的几何平均值比值显示出较小的敏感性。参数敏感性分析表明,生物利用度和泪膜破裂时间从基线值的变化对粘度非常敏感,对表面张力略有敏感,对渗透压不敏感。随着进一步的改进,本研究开发的建模框架可能有助于为潜在的通用药物产品提供环孢素眼用乳液生物等效性的未来建议。

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