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Implementation of two different experimental designs for screening and optimization of process parameters for metformin-loaded carboxymethyl chitosan formulation

机译:两种不同实验设计,用于筛选和优化甲二甲双胍羧甲基壳聚糖制剂的工艺参数

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摘要

Metformin (MET) was effectively encapsulated into O-carboxymethyl chitosan (O-CMC) polymeric formulation using an experimental design method. Six factors Plackett-Burman (PB) design was utilized to find the significant process parameters. Linear equations used to study the effect of each process parameters on particle size (PS), encapsulation efficiency (EE), and zeta potential (ZP) and the most influential three factors decided for further optimization. Optimization was carried out by implementing three-factor three-level Box-Behnken (BB) design. Mathematical models were generated by regression analysis for responses of PS, EE, and ZP. Two-step experimental design took Into account for the preparation of optimized formulation with maximum %EE (72.78 ±9.7%) and minimum PS (225.67 + 5.53 nm) at optimum process conditions with a ZP of -5.22 mV for the nano-polymeric formulation in an economical matter by reduction chemical use and formulation time. Furthermore, the biological activity of the final formulation was determined by in vitro cytotoxicity study compared to free MET. The cytotoxicity result reveals that both pure drug and nano-formulation biocompatible with MCF10A non-tumorigenic cell line and lethal for the MCF7 cell line. These in vitro results were the first helpful step to further investigate O-CMC loaded MET nano-particles in diagnostic and therapeutic applications of breast cancer.
机译:使用实验设计方法将二甲双胍(MET)有效地包封成O-羧甲基壳聚糖(O-CMC)聚合物制剂。利用六个因素Plackett-Burman(PB)设计来找到重要的过程参数。用于研究每个工艺参数对粒度(PS),封装效率(EE)和Zeta电位(ZP)的影响的线性方程,以及最有影响力的三个因素决定进一步优化。通过实施三因素三级Box-Behnken(BB)设计来进行优化。通过回归分析来产生数学模型,用于PS,EE和ZP的反应。两步实验设计考虑了在最佳工艺条件下制备最大%EE(72.78±9.7%)和最低PS(225.67 + 5.53nm)的优化配方,纳米聚合物配方的ZP为-5.22mV通过减少化学用途和制剂时间在经济问题中。此外,通过体外细胞毒性研究与游离满足相比,通过体外细胞毒性研究确定最终配方的生物活性。细胞毒性结果表明,纯药物和纳米配方都与MCF10A非致瘤细胞系和MCF7细胞系的致死。这些体外结果是进一步研究乳腺癌诊断和治疗应用中的O-CMC负载纳米粒子的首先有用的步骤。

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