{"title":"基于生理的生物药剂学模型(PBBM)在建立BCS一类药物维拉帕米缓释片处方的临床相关溶出度规范中的应用","authors":"Anagha Damre, Aniruddha Banerjee","doi":"10.1208/s12249-025-03156-x","DOIUrl":null,"url":null,"abstract":"<p><p>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<sup>2</sup> = 0.951 which was internally and externally validated. Percent prediction errors (%PE) for C<sub>max</sub> 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<sub>max</sub>, AUC<sub>0-t</sub> and AUC<sub>0-inf</sub> 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.</p>","PeriodicalId":6925,"journal":{"name":"AAPS PharmSciTech","volume":"26 5","pages":"163"},"PeriodicalIF":3.4000,"publicationDate":"2025-06-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Application of Physiologically Based Biopharmaceutics Modeling (PBBM) to Establish Clinically Relevant Dissolution Specifications for a Prolonged Release Tablet Formulation of Verapamil, a BCS Class I Drug.\",\"authors\":\"Anagha Damre, Aniruddha Banerjee\",\"doi\":\"10.1208/s12249-025-03156-x\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<p><p>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<sup>2</sup> = 0.951 which was internally and externally validated. Percent prediction errors (%PE) for C<sub>max</sub> 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<sub>max</sub>, AUC<sub>0-t</sub> and AUC<sub>0-inf</sub> 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.</p>\",\"PeriodicalId\":6925,\"journal\":{\"name\":\"AAPS PharmSciTech\",\"volume\":\"26 5\",\"pages\":\"163\"},\"PeriodicalIF\":3.4000,\"publicationDate\":\"2025-06-04\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"AAPS PharmSciTech\",\"FirstCategoryId\":\"3\",\"ListUrlMain\":\"https://doi.org/10.1208/s12249-025-03156-x\",\"RegionNum\":4,\"RegionCategory\":\"医学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q2\",\"JCRName\":\"PHARMACOLOGY & PHARMACY\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"AAPS PharmSciTech","FirstCategoryId":"3","ListUrlMain":"https://doi.org/10.1208/s12249-025-03156-x","RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q2","JCRName":"PHARMACOLOGY & PHARMACY","Score":null,"Total":0}
Application of Physiologically Based Biopharmaceutics Modeling (PBBM) to Establish Clinically Relevant Dissolution Specifications for a Prolonged Release Tablet Formulation of Verapamil, a BCS Class I Drug.
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 R2 = 0.951 which was internally and externally validated. Percent prediction errors (%PE) for Cmax 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 Cmax, AUC0-t and AUC0-inf 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.
期刊介绍:
AAPS PharmSciTech is a peer-reviewed, online-only journal committed to serving those pharmaceutical scientists and engineers interested in the research, development, and evaluation of pharmaceutical dosage forms and delivery systems, including drugs derived from biotechnology and the manufacturing science pertaining to the commercialization of such dosage forms. Because of its electronic nature, AAPS PharmSciTech aspires to utilize evolving electronic technology to enable faster and diverse mechanisms of information delivery to its readership. Submission of uninvited expert reviews and research articles are welcomed.