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>Modeling and optimization of membrane preparation conditions of the alginate-based microcapsules with response surface methodology
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Modeling and optimization of membrane preparation conditions of the alginate-based microcapsules with response surface methodology
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机译:modeling and optimization of membrane preparation conditions of the alginate-based microcapsules with response surface methodology
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Microencapsulation has been a promising approach for drug delivery, cell implantation, cell-based gene therapy and large-scale cell culture. To make use of microcapsules more effectively, it is important to accurately construct the microcapsule membranes with desired properties including a certain thickness, strength, and so forth. To date single factor experiments have been widely used, however, they are time-consuming to obtain the desired membrane preparation conditions. Response surface methodology (RSM) is a mathematical and statistical technique for building empirical models that gained importance for optimizing reacting conditions. In this study, three signifficant effect factors that affect alginate-based microcapsule membrane properties, including membrane thickness, swelling degree, and mechanical stability, were determined with PlackettBurman method, and then three empirical models were built to optimize the preparation conditions of the microcapsule membranes according to the responses of these three signifficant effect factors respectively with RSM. These models can be used to predict the characteristics of microcapsules under different membrane preparation conditions, which provide a guide for optimizing the microencapsulation technology. (C) 2012 Wiley Periodicals, Inc. J Biomed Mater Res Part A:, 2012.
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机译:微囊封装已经成为药物输送,细胞植入,基于细胞的基因治疗和大规模细胞培养的有前途的方法。为了更有效地利用微囊,重要的是准确地构建具有包括一定厚度,强度等的期望特性的微囊膜。迄今为止,单因素实验已被广泛使用,但是,获得所需的膜制备条件非常耗时。响应面方法(RSM)是用于建立经验模型的数学和统计技术,该经验模型对于优化反应条件非常重要。在这项研究中,使用PlackettBurman方法确定了影响藻酸盐基微囊膜特性的三个重要影响因素,包括膜厚度,溶胀度和机械稳定性,然后建立了三个经验模型以优化微囊膜的制备条件。分别根据这三个重要影响因素对RSM的响应。这些模型可用于预测不同膜制备条件下微囊的特性,为优化微囊化技术提供指导。 (C)2012 Wiley Periodicals,Inc. J Biomed Mater Res Part A :, 2012。
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