Faculty of Pharmacy, University of Ljubljana, Aškerčeva cesta 7, 1000, Ljubljana, Slovenia.
Lek Pharmaceuticals d.d, Verovškova 57, 1526, Ljubljana, Slovenia.
AAPS PharmSciTech. 2019 Jan 2;20(1):38. doi: 10.1208/s12249-018-1223-9.
The aim of this work is to evaluate average bioequivalence (ABE) and population bioequivalence (PBE) statistical approaches so as to identify which approach is most suitable for in vitro bioequivalence (IVBE) testing of nasal spray products. For droplet size distribution (DSD) and spray pattern (SP), in vitro data were collected using a well-established nasal spray on the market (Nasonex®, manufactured by Merck Sharp & Dohme Limited). Simulations were performed using in vitro data to comparatively investigate ABE and PBE tests. For highly variable parameters such as SP area, this study clearly demonstrates that the level of agreement between ABE and PBE test conclusions is much smaller as compared with that of DSD Dv(50), which was found to have moderate variability. PBE approach dictates equivalence for both means and variances, and was found to handle both SP and DSD parameters with similar passing rates compared to the passing rates from the ABE approach. However, pronounced asymmetric behavior of PBE empirical power curves for highly variable SP area was observed. A modified PBE statistical approach is proposed for DSD span and Dv(50) in vitro parameters, where acceptance criteria would be based on comparison of reference/branded product to itself as part of "pre-IVBE study" via innovative statistical bootstrap simulations. Due to inherent high variability of the SP area parameter driving pronounced asymmetric behavior of PBE power curves, and due to unclear in vivo relevance for SP area and ovality, authors propose that SP parameters be used as development and quality control tools rather than for demonstration of IVBE.
本工作旨在评估平均生物等效性(ABE)和群体生物等效性(PBE)统计方法,以确定哪种方法最适合鼻喷雾剂产品的体外生物等效性(IVBE)测试。对于粒径分布(DSD)和喷雾模式(SP),使用市场上已建立的鼻喷雾剂(Nasonex®,由默克 Sharp & Dohme Limited 制造)收集体外数据。使用体外数据进行模拟,以比较 ABE 和 PBE 测试。对于 SP 面积等高度可变的参数,本研究清楚地表明,ABE 和 PBE 测试结论之间的一致性水平与 DSD Dv(50)相比要小得多,后者被发现具有中等变异性。PBE 方法规定均值和方差等效,并发现与 ABE 方法的通过率相比,它可以处理 SP 和 DSD 参数,具有相似的通过率。然而,对于高度可变的 SP 面积,PBE 经验功效曲线表现出明显的不对称行为。对于 DSD 跨度和 Dv(50)的体外参数,提出了一种改进的 PBE 统计方法,其中接受标准将基于通过创新的统计自举模拟将参考/品牌产品与自身进行比较,作为“预 IVBE 研究”的一部分。由于 SP 面积参数的固有高度变异性导致 PBE 功效曲线的明显不对称行为,以及 SP 面积和椭圆形的体内相关性不明确,作者建议将 SP 参数用作开发和质量控制工具,而不是证明 IVBE。