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Formulation and optimization of temozolomidenanoparticles by 3 factor 2 level factorial design

机译:三因子2级因子设计设计和优化替米唑烷纳米颗粒

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The aim of this study was to investigate the combined influence of 3 independent variables in the preparation oftemozolomide bearing Non-PEGylated and PEGylated nanoparticles by emulsification solvent evaporation method.A 3 factor 2 level design was used to derive a polynomial quadratic model and construct contour plots to predictresponses. The independent variables selected were concentration of drug (A), concentration of PLGA/PEG-PLGA (B),PVA concentration in aqueous phase (C) and sonication time (D) and evaluated for percentage drug entrapment (PDE)and particle size (PS). A 34 factorial design was used with 4 factors (A, B, C and D) at 3 levels and experimental trialswere performed at all 82 possible combinations. In the present work, 28 runs are considered as the preliminary trialsrevealed that on increasing drug concentration from 2.5 to 5 mg the percent drug entrapment increases, but on furtherincreasing the drug concentration (i.e., to 7.5 mg) no significant effect on the percent drug entrapment and particle sizewas observed. The 34 factorial design was used to derive a polynomial quadratic model and construct contour plots topredict responses. Contour plots were constructed to show the effects of A, B, C and D on the PDE and PS.
机译:本研究的目的是研究3个独立变量对通过乳化溶剂蒸发法制备含非聚乙二醇化和聚乙二醇化纳米颗粒的替莫唑胺的综合影响。采用3因子2级设计导出多项式二次模型并绘制等高线图预测响应。选择的独立变量是药物浓度(A),PLGA / PEG-PLGA浓度(B),水相中PVA浓度(C)和超声处理时间(D),并评估药物截留百分率(PDE)和粒径( PS)。使用34级因子设计,将3种水平的4种因子(A,B,C和D)用于所有82种可能的组合。在目前的工作中,28次试验被认为是初步试验,结果表明,将药物浓度从2.5毫克增加到5毫克,药物截留百分比会增加,但是如果进一步增加药物浓度(即,增加到7.5毫克),则对药物截留百分比没有明显影响观察到粒径。 34阶乘设计用于导出多项式二次模型并构造等高线图以预测响应。绘制等高线图以显示A,B,C和D对PDE和PS的影响。

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