使用模型依赖方法对溶出度和药物释放曲线相似性进行统计评估。
Statistical assessment of dissolution and drug release profile similarity using a model-dependent approach.
作者信息
Berry Mark R, Likar Michael D
机构信息
Pfizer Global Research and Development, Groton Laboratories, Eastern Point Road, Groton, CT 06340, USA.
出版信息
J Pharm Biomed Anal. 2007 Oct 18;45(2):194-200. doi: 10.1016/j.jpba.2007.05.021. Epub 2007 May 25.
A general multivariate procedure for assessing the similarity of dissolution and drug release profiles was developed. A mathematical model is fit to the data, and Hotelling's T(2) test is used to calculate the joint confidence region around the vector of differences between least-squares estimates of the parameters in the model. The method of Lagrange multipliers is used to determine if this confidence region is enclosed within a predetermined similarity region, and profile similarity is claimed if this is the case. The first-order, Gompertz, logistic, second-order, and Weibull models were fit to the in vitro extended-release profile of pseudoephedrine HCl from an asymmetric membrane (AM) film-coated osmotic tablet. The first-order model was selected because of its simplicity and because it was the best-fitting model according to a modified form of Akaike's Information Criterion. A nonlinear response surface model was also developed so that the formulator could calculate how much of the AM film coat should be applied in order to obtain the desired drug release profile. The usefulness of this model-dependent procedure was further demonstrated during an analytical method transfer exercise, where it was used to compare the drug release profiles obtained by two independent laboratories; additional research is required, however, before the appropriate acceptance criteria for demonstrating profile similarity can be recommended.
开发了一种用于评估溶出度和药物释放曲线相似性的通用多变量程序。将一个数学模型拟合到数据上,并使用霍特林T(2)检验来计算围绕模型中参数最小二乘估计值之差向量的联合置信区域。使用拉格朗日乘数法来确定该置信区域是否包含在预定的相似性区域内,如果是这种情况,则声称曲线相似。将一阶、冈珀茨、逻辑斯蒂、二阶和威布尔模型拟合到盐酸伪麻黄碱从非对称膜(AM)包衣渗透片中的体外缓释曲线。选择一阶模型是因为其简单性,并且根据赤池信息准则的一种修正形式,它是拟合效果最好的模型。还开发了一个非线性响应面模型,以便配方设计师可以计算应施加多少AM薄膜包衣以获得所需的药物释放曲线。在一次分析方法转移实验中,进一步证明了这种依赖模型的程序的实用性,在该实验中它被用于比较两个独立实验室获得的药物释放曲线;然而,在推荐用于证明曲线相似性的适当验收标准之前,还需要进行更多研究。