Damre Anagha, Banerjee Aniruddha
DMPK, Global Preclinical & Product Safety, Product Innovation & Development, Established Pharmaceuticals, Abbott Healthcare Pvt. Ltd, Mumbai, 400093, India.
AAPS PharmSciTech. 2025 Jun 4;26(5):163. doi: 10.1208/s12249-025-03156-x.
Our work aimed at setting clinically relevant dissolution specifications for a prolonged release formulation of verapamil, a BCS Class I drug. We have used a two-pronged approach- a Level A IVIVC correlation supplemented with virtual bioequivalence assessment using Physiologically based biopharmaceutics modelling (PBBM). Dissolution studies were performed for two batches, Medium-release (BE batch) and Slow-release (non-BE batch), using a biorelevant method. Mechanistic absorption deconvolution method was used to obtain the in vivo release profiles and correlate with the respective in vitro release profiles to develop the IVIVC. Theoretical dissolution profiles for upper and lower limits were generated and used for convolution and calculation of Percent prediction errors (%PE). This was supplemented with virtual bioequivalence (VBE) assessments at each level to select clinically relevant dissolution specifications. A two-step deconvolution-correlation method resulted in a linear Level A IVIVC with R = 0.951 which was internally and externally validated. Percent prediction errors (%PE) for C and AUC were calculated for each level to accept/reject the limits. VBE trials showed that the 90% CI fell within the acceptable limits of 80-125% for C, AUC and AUC for the lower dissolution specification limit 5 and for the upper specification limit 3. The current investigation demonstrates new opportunities offered by mechanistic modelling and how this two-pronged approach (IVIVC and IVIVR-VBE) can be used to define clinically relevant dissolution specifications and the BE safe space, which can support post-approval changes for waiving bioequivalence studies and ensuring commercial product quality over the years.
我们的工作旨在为BCS I类药物维拉帕米的缓释制剂设定临床相关的溶出度规格。我们采用了双管齐下的方法——A级体内体外相关性(IVIVC)关联,并辅以基于生理的生物药剂学建模(PBBM)进行虚拟生物等效性评估。使用生物相关方法对两批产品进行了溶出度研究,即中释(生物等效性批次)和缓释(非生物等效性批次)。采用机制吸收反卷积方法获得体内释放曲线,并将其与各自的体外释放曲线相关联,以建立IVIVC。生成了上限和下限的理论溶出曲线,并用于卷积和计算预测误差百分比(%PE)。在每个水平上进行虚拟生物等效性(VBE)评估,以选择临床相关的溶出度规格作为补充。两步反卷积-关联方法产生了线性A级IVIVC,R = 0.951,该IVIVC经过了内部和外部验证。计算每个水平的C和AUC的预测误差百分比(%PE),以接受/拒绝限度。VBE试验表明,对于较低溶出度规格限度5和较高规格限度3,C、AUC和AUC的90%置信区间落在80-125%的可接受范围内。当前的研究展示了机制建模提供的新机会,以及这种双管齐下的方法(IVIVC和IVIVR-VBE)如何用于定义临床相关的溶出度规格和生物等效性安全空间,这可以支持批准后变更以豁免生物等效性研究,并确保多年来商业产品的质量。