Department of Pharmaceutics, Hoshi University, Tokyo 142-8501, Japan.
Int J Pharm. 2010 Feb 15;386(1-2):149-55. doi: 10.1016/j.ijpharm.2009.11.008. Epub 2009 Nov 13.
A multivariate statistical technique was applied to designing a tablet for the sustained release over 24h of diltiazem hydrochloride, a model highly water-soluble drug. Tablets of a hydrophilic matrix composed of dextran derivatives and hypromellose were prepared. The formulations were optimized using a nonlinear-response surface method incorporating thin-plate spline interpolation (RSM-S). A bootstrap (BS) resampling method was used to estimate the confidence intervals of the optimal formulations. The response surfaces estimated by RSM-S visualized the effects of the formulation factors, and the optimal release profile for diltiazem was predicted quantitatively as a function of the quantities of the formulation factors, using RSM-S. The simultaneous optimal solutions and their confidence intervals were estimated using RSM-S and BS resampling. The results clearly indicate nonlinear relationships between the formulation factors and the response variables. The observed responses of the optimal preparation coincided well with the predicted responses. The optimal hydrophilic matrix tablet allowed almost zero-order release of diltiazem hydrochloride for 24h. In conclusion, an oral sustained-release tablet formulation, active over a long period, was successfully optimized using RSM-S, and the reliability of the optimal solution was evaluated using BS resampling.
一种多变量统计技术被应用于设计一种盐酸地尔硫卓的控释片,这是一种高度水溶性药物的模型。由葡聚糖衍生物和羟丙甲纤维素组成的亲水性基质片被制备出来。使用结合了薄板样条插值(RSM-S)的非线性响应面方法优化了配方。使用 bootstrap(BS)重采样方法来估计最佳配方的置信区间。RSM-S 估计的响应面可视化了配方因素的影响,并且使用 RSM-S 定量预测了地尔硫卓的最佳释放曲线,作为配方因素数量的函数。使用 RSM-S 和 BS 重采样来估计同时的最佳解决方案及其置信区间。结果清楚地表明了配方因素与响应变量之间的非线性关系。观察到的最佳制剂的响应与预测的响应吻合良好。这种优化的亲水性基质片允许盐酸地尔硫卓在 24 小时内几乎呈零级释放。总之,使用 RSM-S 成功地优化了一种长效的口服控释片剂配方,并使用 BS 重采样评估了最佳解决方案的可靠性。