Medicinal and Pharmaceutical Chemistry Department, Pharmaceutical and Drug Industries Research Division, National Research Centre, Giza, Egypt.
Department of Pharmaceutics, Faculty of Pharmacy, Cairo University, Cairo, Egypt.
Drug Dev Ind Pharm. 2019 Dec;45(12):1959-1972. doi: 10.1080/03639045.2019.1689992. Epub 2019 Nov 14.
The aim of this study was to optimize the formulation of alginate-gelatin (AL-GL) beads containing gliclazide (GLZ) employing design of experiments (DOE). DOE enabled identification of the interaction between the studied factors, deep understanding of GLZ release pattern and acceleration of the optimization process. A three-factor, three-level face centered design was employed. The effects of GLZ content (GLZ%, X), polymer ratio (AL:GL ratio, X), crosslinker concentration (glutaraldehyde, GA%, X), and their interaction on incorporation efficiency (IE) and release rate were studied. The optimized formulation was prepared using numerical optimization and evaluated by DSC, FT-IR, SEM and release rate studies. Increasing GA% (X) decreased IE (Y) with the highest magnitude of effect among the studied factors. On the other hand, increasing alginate content in AL:GL ratio (X) increased IE (Y). The amount of GLZ released Q, Q(pH 1.2) and Q(pH 7.4) decreased by increasing GLZ% (X) and AL:GL ratio (X). Both drug content and AL:GL ratio appeared to affect water penetration into the gel matrix and drug release. Generally, there was a direct relationship between GA% (X) and GLZ release in pH 1.2 (Q and Q). However, in pH 7.4 (Q), increasing GA% decreased GLZ release. In addition, increasing GA% caused deviation from zero-order release model. The actual responses of the optimized formulation were in close agreement with the predicted ones. The selected factors and their levels studied in the optimization design were useful for tailoring the anticipated formulation characteristics and GLZ release pattern.
本研究旨在通过实验设计(DOE)优化载有格列齐特(GLZ)的海藻酸钠-明胶(AL-GL)微球的配方。DOE 使我们能够识别研究因素之间的相互作用,深入了解 GLZ 的释放模式并加速优化过程。采用三因素三水平的中心面设计。研究了 GLZ 含量(GLZ%,X)、聚合物比例(AL:GL 比例,X)、交联剂浓度(戊二醛,GA%,X)及其相互作用对包封效率(IE)和释放速率的影响。通过数值优化制备了优化配方,并通过 DSC、FT-IR、SEM 和释放速率研究进行了评估。GA%(X)的增加降低了 IE(Y),是研究因素中影响最大的因素。另一方面,AL:GL 比例(X)中海藻酸钠含量的增加提高了 IE(Y)。随着 GLZ%(X)和 AL:GL 比例(X)的增加,释放的 GLZ 量 Q、Q(pH 1.2)和 Q(pH 7.4)减少。药物含量和 AL:GL 比例似乎都影响水渗透到凝胶基质和药物释放。一般来说,GA%(X)与 pH 1.2 中的 GLZ 释放(Q 和 Q)之间存在直接关系。然而,在 pH 7.4 中(Q),GA%的增加会降低 GLZ 的释放。此外,GA%的增加导致偏离零级释放模型。优化配方的实际响应与预测值非常吻合。在优化设计中研究的选定因素及其水平对于定制预期的配方特性和 GLZ 释放模式非常有用。