A Semi-Mechanistic Physiologically Based Biopharmaceutics Model to Describe Complex and Saturable Absorption of Metformin: Justification of Dissolution Specifications for Extended Release Formulation

IF 3.4 4区 医学 Q2 PHARMACOLOGY & PHARMACY AAPS PharmSciTech Pub Date : 2024-08-21 DOI:10.1208/s12249-024-02904-9
Adithya Karthik Bhattiprolu, Sivacharan Kollipara, Rajkumar Boddu, Anand Arumugam, Sohel Mohammed Khan, Tausif Ahmed
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Abstract

Physiologically based pharmacokinetic (PBPK) or physiologically based biopharmaceutics models (PBBM) demonstrated plethora of applications in both new drugs and generic product development. Justification of dissolution specifications and establishment of dissolution safe space is an important application of such modeling approaches. In case of molecules exhibiting saturable absorption behavior, justification of dissolution specifications requires development of a model that incorporates effects of transporters is critical to simulate in vivo scenario. In the present case, we have developed a semi-mechanistic PBBM to describe the non-linearity of BCS class III molecule metformin for justification of dissolution specifications of extended release formulation at strengths 500 mg and 1000 mg. Semi-mechanistic PBBM was built using physicochemical properties, dissolution and non-linearity was accounted through incorporation of multiple transporter kinetics at absorption level. The model was extensively validated using literature reported intravenous, oral (immediate & extended release) formulations and further validated using in-house bioequivalence data in fasting and fed conditions. Virtual dissolution profiles at lower and upper specifications were generated to justify the dissolution specifications. The model predicted literature as well as in-house clinical study data with acceptable prediction errors. Further, virtual bioequivalence trials predicted the bioequivalence outcome that matched with clinical study data. The model predicted bioequivalence when lower and upper specifications were compared against pivotal test formulations thereby justifying dissolution specifications. Overall, complex and saturable absorption pathway of metformin was successfully simulated and this work resulted in regulatory acceptance of dissolution specifications which has ability to reduce multiple dissolution testing.

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描述二甲双胍复杂饱和吸收的半机械生理学模型:缓释制剂溶出度规格的合理性。
基于生理学的药代动力学模型(PBPK)或基于生理学的生物药剂学模型(PBBM)在新药和非专利产品开发中都有大量应用。证明溶出度规格和建立溶出度安全空间是此类建模方法的一项重要应用。对于表现出可饱和吸收行为的分子,要证明其溶解规范的合理性,就必须建立一个包含转运体效应的模型,这对模拟体内情况至关重要。在本案例中,我们开发了一种半机制 PBBM 来描述 BCS III 级分子二甲双胍的非线性特性,以证明 500 毫克和 1000 毫克缓释制剂的溶出规格。半机理 PBBM 是利用物理化学特性、溶解度和非线性建立的,在吸收水平上考虑了多转运动力学。该模型利用文献报道的静脉注射、口服(速释和缓释)制剂进行了广泛验证,并利用内部空腹和进食条件下的生物等效性数据进行了进一步验证。生成了较低和较高规格的虚拟溶出曲线,以证明溶出规格的合理性。该模型预测了文献和内部临床研究数据,预测误差可接受。此外,虚拟生物等效性试验预测了与临床研究数据相匹配的生物等效性结果。在将较低和较高规格与关键试验配方进行比较时,该模型预测了生物等效性,从而证明了溶出规格的合理性。总之,该模型成功模拟了二甲双胍复杂而可饱和的吸收途径,并使监管部门接受了溶出度规格,从而减少了多次溶出度测试。
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来源期刊
AAPS PharmSciTech
AAPS PharmSciTech 医学-药学
CiteScore
6.80
自引率
3.00%
发文量
264
审稿时长
2.4 months
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.
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