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分子印迹聚吡咯分光光度法测定氟西汀及其实验设计、人工神经网络和遗传算法优化。

Spectrophotometric determination of fluoxetine by molecularly imprinted polypyrrole and optimization by experimental design, artificial neural network and genetic algorithm.

机构信息

Department of Chemistry, Payame Noor University (PNU), Mashhad, Iran; Department of Chemistry, Payame Noor University, P.O. Box 19395-4697, Tehran 19569, Iran.

Department of Chemistry, Payame Noor University (PNU), Mashhad, Iran.

出版信息

Spectrochim Acta A Mol Biomol Spectrosc. 2018 Feb 5;190:181-187. doi: 10.1016/j.saa.2017.09.021. Epub 2017 Sep 13.

DOI:10.1016/j.saa.2017.09.021
PMID:28922645
Abstract

A selective method based on molecularly imprinted polymer (MIP) solid-phase extraction (SPE) using UV-Vis spectrophotometry as a detection technique was developed for the determination of fluoxetine (FLU) in pharmaceutical and human serum samples. The MIPs were synthesized using pyrrole as a functional monomer in the presence of FLU as a template molecule. The factors that affecting the preparation and extraction ability of MIP such as amount of sorbent, initiator concentration, the amount of monomer to template ratio, uptake shaking rate, uptake time, washing buffer pH, take shaking rate, Taking time and polymerization time were considered for optimization. First a Plackett-Burman design (PBD) consists of 12 randomized runs were applied to determine the influence of each factor. The other optimization processes were performed using central composite design (CCD), artificial neural network (ANN) and genetic algorithm (GA). At optimal condition the calibration curve showed linearity over a concentration range of 10-10M with a correlation coefficient (R) of 0.9970. The limit of detection (LOD) for FLU was obtained 6.56×10M. The repeatability of the method was obtained 1.61%. The synthesized MIP sorbent showed a good selectivity and sensitivity toward FLU. The MIP/SPE method was used for the determination of FLU in pharmaceutical, serum and plasma samples, successfully.

摘要

一种基于分子印迹聚合物(MIP)固相萃取(SPE)的选择性方法,采用紫外-可见分光光度法作为检测技术,用于测定药物和人血清样品中的氟西汀(FLU)。MIPs 是使用吡咯作为功能单体,在 FLU 作为模板分子的存在下合成的。考虑了影响 MIP 的制备和萃取能力的因素,如吸附剂的量、引发剂浓度、单体与模板的摩尔比、上样搅拌速率、上样时间、洗涤缓冲液 pH 值、上样搅拌速率、上样时间和聚合时间。首先,应用包含 12 个随机运行的 Plackett-Burman 设计(PBD)来确定每个因素的影响。其他优化过程采用中心复合设计(CCD)、人工神经网络(ANN)和遗传算法(GA)进行。在最佳条件下,校准曲线在 10-10M 的浓度范围内呈线性,相关系数(R)为 0.9970。FLU 的检测限(LOD)为 6.56×10M。该方法的重复性为 1.61%。合成的 MIP 吸附剂对 FLU 表现出良好的选择性和灵敏度。MIP/SPE 方法成功用于测定药物、血清和血浆样品中的 FLU。

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