Electrochemical Studies of an Iron Porphyrin Immobilized on Nb2O5/SiO2 and Its Application for Simultaneous Determination of Dopamine and Ascorbic Acid Using Multivariate Calibration Methodology |
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Authors: | Tatiane Skeika Crislaine Marcovicz Shirley Nakagaki Sérgio Toshio Fujiwara Karen Wohnrath Noemi Nagata Christiana A Pessoa |
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Institution: | 1. Department of Chemistry, Universidade Estadual de Ponta Grossa‐UEPG, P.?O. Box 84030‐900 Ponta Grossa ‐ PR, Brazil;2. Department of Chemistry, Universidade Federal do Paraná‐UFPR, Curitiba – PR, Brazil;3. Department of Chemistry, Universidade Estadual do Centro Oeste – UNICENTRO, Guarapuava ‐ PR, Brazil |
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Abstract: | This paper shows an application of a first generation porphyrin, FeTPPCl 5,10,25,20‐tetraphenylporphyrin iron(III) chloride (FeTPPCl or FeTPP+) immobilized on a inorganic matrix, SiO2/Nb2O5 (niobium oxide grafted on silica gel surface, designated as SiNb) to the preparation of a carbon paste electrode (CPE). The carbon paste modified with a FeTPP+ immobilized on SiO2/Nb2O5 (SiNb), designated as CPE/SiNb/FeTPP, was applied for simultaneous electrochemical determination of dopamine (DA) and ascorbic acid (AA). Because of the overlapping of the voltammetric peaks of DA and AA, the multivariate calibration methodology based on partial least square regression (PLSR) was proposed. The data pre‐treatment used in this process was mean centering and to choose the principal components number a cross validation procedure was used (leave‐one‐out). Five principal components were necessary to obtain the lowest PRESS (prediction residual error sum of squares). The statistics showed that this model explains approximately 95.2% of the variance from the data set. Using this model, high correlation between actual and predicted concentrations was observed, mainly for higher dopamine (maximum relative error of 8%) and ascorbic acid (maximum relative error of 10%) concentrations. For low analytes concentrations the relative error increases to 35% for AA. Considering the similarity of the voltammetric response of the analytes, the results obtained were satisfactory and showed the promissory capability of the CPE/SiNb/FeTPP coupled multivariate calibration methods for simultaneous voltammetric analysis of DA and AA. |
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Keywords: | Carbon paste electrodes Porphyrins Dopamine Ascorbic acid Multivariate calibration methodology |
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