Simultaneous determination;
Differential pulse voltammetry;
CoFe alloy;
Back propagation neural network;
Partial least squares regression analysis;
SQUARE-WAVE VOLTAMMETRY;
ASCORBIC-ACID;
D O I:
10.1016/j.jelechem.2023.117926
中图分类号:
O65 [分析化学];
学科分类号:
070302 ;
081704 ;
摘要:
It is important to simultaneously detect dopamine (DA) and uric acid (UA) for health monitoring and disease diagnostics. Studies shows that bimetallic catalysts with synergistic effect have a better catalytic performance in the simultaneous determination. Herein, a composite of N-doped CoFe on carbon matrix doped with Fe3O4 (CoFe/Fe3O4/NC) was prepared by pyrolyzing a metal-organic framework. Then the composite was modified on glassy carbon electrodes to simultaneously detect DA and UA. The study of double potential step chronoamperometry showed that the diffusion coefficients and the catalytic rate constants for UA were less than those of DA. Since the electrochemical signals related to DA and UA interfere with each other, the concentration calibration curve of one component would distort if the concentration of coexisting component varied. The simultaneous detection was executed via differential pulse voltammetry with the aid of chemometric methods. The models established by partial least squares regression analysis have little help for the simultaneous detection, especially for the concentration of UA in the samples. The models build by back propagation artificial neural network can realize the simultaneous determination with only 4 neurons in three-layer network. DA and UA in normal human serum were detected by the CoFe/Fe3O4/NC electrode with the aids of chemometrics.
机构:
Shandong Univ, State Key Lab Microbial Technol, Qingdao 266237, Peoples R ChinaShandong Univ, State Key Lab Microbial Technol, Qingdao 266237, Peoples R China
Wang, Huimin
Zhang, Xueli
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机构:
Shandong Univ, State Key Lab Microbial Technol, Qingdao 266237, Peoples R ChinaShandong Univ, State Key Lab Microbial Technol, Qingdao 266237, Peoples R China
Zhang, Xueli
Wang, Shuangjue
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机构:
Shandong Univ, State Key Lab Microbial Technol, Qingdao 266237, Peoples R ChinaShandong Univ, State Key Lab Microbial Technol, Qingdao 266237, Peoples R China
Wang, Shuangjue
Ma, Hanyue
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机构:
Shandong Univ, State Key Lab Microbial Technol, Qingdao 266237, Peoples R ChinaShandong Univ, State Key Lab Microbial Technol, Qingdao 266237, Peoples R China
Ma, Hanyue
Shen, Yaling
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机构:
East China Univ Sci & Technol, State Key Lab Bioreactor Engn, Shanghai 200237, Peoples R ChinaShandong Univ, State Key Lab Microbial Technol, Qingdao 266237, Peoples R China
Shen, Yaling
Wang, Xia
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机构:
Shandong Univ, State Key Lab Microbial Technol, Qingdao 266237, Peoples R ChinaShandong Univ, State Key Lab Microbial Technol, Qingdao 266237, Peoples R China