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基于金纳米粒子聚集并采用偏最小二乘法的吗啡和布洛芬的同时比色测定

Simultaneous colorimetric determination of morphine and ibuprofen based on the aggregation of gold nanoparticles using partial least square.

作者信息

Bahram Morteza, Madrakian Tayyebeh, Alizadeh Sakineh

机构信息

Department of Chemistry, Faculty of Science, Urmia University, 5715175976 Urmia, Iran.

Department of Analytical chemistry, Faculty of Chemistry, Bu-Ali Sina University, 65178638695 Hamadan, Iran.

出版信息

J Pharm Anal. 2017 Dec;7(6):411-416. doi: 10.1016/j.jpha.2017.03.001. Epub 2017 Mar 14.

Abstract

In this work a new method is presented for simultaneous colorimetric determination of morphine(MOR) and ibuprofen(IBU) based on the aggregation of citrate-capped gold nanoparticles (AuNPs). Citrate-capped gold nanoparticles were aggregated in the presence of morphine and ibuprofen. The difference in kinetics of AuNPs aggregation in the presence of morphine / ibuprofen was used for simultaneous analysis of morphine and ibuprofen. The formation and size of synthesized Au NPs and the aggregated forms were monitored by infra-Red (IR) spectroscopy and transmission electron microscopy (TEM) respectively.. By adding morphine or ibuprofen the absorbance was decreased at 520 nm and increased at 620 nm. The difference in kinetic profiles of aggregation was applied for simultaneous analysis of MOR and IBU using partial least square regression as an efficient multivariate calibration method. The number of PLS latent variables was optimized by leave-one-out cross-validation method using predicted residual error sum of square. The proposed model exhibited a high capability in simultaneous prediction of MOR and IBU concentrations in real samples. Our results showed linear ranges of 1.33-33.29 µg/mL (R=0.9904) and 0.28-6.9 µg/mL (R=0.9902) for MOR and IBU respectively with low detection limits of 0.15 and 0.03 µg/mL(S/N=5).

摘要

在本研究中,提出了一种基于柠檬酸盐包覆金纳米颗粒(AuNPs)聚集的同时比色法测定吗啡(MOR)和布洛芬(IBU)的新方法。在吗啡和布洛芬存在的情况下,柠檬酸盐包覆的金纳米颗粒会发生聚集。利用吗啡/布洛芬存在时AuNPs聚集动力学的差异对吗啡和布洛芬进行同时分析。分别通过红外(IR)光谱和透射电子显微镜(TEM)监测合成的金纳米颗粒及其聚集形式的形成和尺寸。加入吗啡或布洛芬后,520nm处吸光度降低,620nm处吸光度升高。利用偏最小二乘回归作为一种有效的多元校准方法,将聚集动力学曲线的差异应用于MOR和IBU的同时分析。采用留一法交叉验证法,以预测残差平方和为指标,对偏最小二乘潜变量的数量进行了优化。所提出的模型在同时预测实际样品中MOR和IBU浓度方面具有很高的能力。我们的结果表明,MOR和IBU的线性范围分别为1.33 - 33.29μg/mL(R = 0.9904)和0.28 - 6.9μg/mL(R = 0.9902),检测限低,分别为0.15和0.03μg/mL(S/N = 5)。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/ea1a/5790710/831259852ded/sc1.jpg

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