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首页> 外文期刊>Sensors and Actuators >Resolution of amino acid mixtures by an array of potentiometric sensors based on boronic acid derivative in a SIA flow system
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Resolution of amino acid mixtures by an array of potentiometric sensors based on boronic acid derivative in a SIA flow system

机译:通过SIA流动系统中基于硼酸衍生物的电位传感器阵列解析氨基酸混合物

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摘要

The objective of this work was to perform the quantitative analysis of 4 amino acids mixtures: phenyl-alanine, tyrosine, ornithine and glutamic acid. For this purpose a potentiometric sensor array (electronic tongue) and Sequential Injection Analysis (SIA) measurement system were employed. The flow-through sensor array was composed of 6 miniaturized classical ion-selective electrodes based on polymeric membranes (plasticized PVC) containing 4-octyloxyphenylboronic acid as an ionophore and/or an ion exchanger. Partial Least Squares (PLS) analysis of the steady-state sensor array responses, measured in amino acids mixtures prepared by the SIA system (in two buffer solutions), permitted a correct quantitative analysis only of glutamic acid and ornithine. While a further chemometric treatment, involving the extraction of dynamic components of the transient response employing the Wavelet transform, the removal of less-significant coefficients by means of Causal Index pruning and training of an Artificial Neural Network (ANN) with the selected coefficients, allowed the simultaneous determination of the four amino acids.
机译:这项工作的目的是对4种氨基酸混合物进行定量分析:苯基丙氨酸,酪氨酸,鸟氨酸和谷氨酸。为此,采用了电位传感器阵列(电子舌)和顺序注入分析(SIA)测量系统。流通传感器阵列由6个微型经典离子选择电极组成,这些电极基于含有4-辛氧基苯基硼酸作为离子载体和/或离子交换剂的聚合物膜(增塑PVC)。在SIA系统制备的氨基酸混合物(在两种缓冲溶液中)中测量的稳态传感器阵列响应的偏最小二乘(PLS)分析仅允许对谷氨酸和鸟氨酸进行正确的定量分析。在进行进一步的化学计量学处理时(包括使用小波变换提取瞬态响应的动态分量),允许通过因果指数修剪和使用选定的系数对人工神经网络(ANN)进行训练来去除次要系数。同时测定四种氨基酸。

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  • 来源
    《Sensors and Actuators》 |2013年第12期|179-186|共8页
  • 作者单位

    Department of Microbioanalytics, Faculty of Chemistry, Warsaw University of Technology, Noakowskiego 3,00-664 Warsaw, Poland;

    Department of Microbioanalytics, Faculty of Chemistry, Warsaw University of Technology, Noakowskiego 3,00-664 Warsaw, Poland;

    Sensors and Biosensors Group. Department of Chemistry, Universitat Autdnoma de Barcelona, Edifici Cn, 08193 Bellaterra, Barcelona, Spain;

    Sensors and Biosensors Group. Department of Chemistry, Universitat Autdnoma de Barcelona, Edifici Cn, 08193 Bellaterra, Barcelona, Spain;

    Department of Microbioanalytics, Faculty of Chemistry, Warsaw University of Technology, Noakowskiego 3,00-664 Warsaw, Poland;

    Department of Microbioanalytics, Faculty of Chemistry, Warsaw University of Technology, Noakowskiego 3,00-664 Warsaw, Poland;

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  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类
  • 关键词

    Amino acids analysis; Boronic acids; Ion-selective electrodes; Automated electronic tongue; Sequential injection analysis;

    机译:氨基酸分析;硼酸;离子选择电极;自动化电子舌;顺序注射分析;

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