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      Simultaneous determination of aspartame, cyclamate, saccharin and acesulfame-K in powder tabletop sweeteners by FT-Raman spectroscopy associated with the multivariate calibration: PLS, iPLS and siPLS models were compared.

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          Abstract

          For the first time, a procedure for simultaneous determination of the main artificial sweeteners, aspartame (ASP), cyclamate (CYC), saccharin (SAC), and acesulfame-K (ACSK) by a spectroscopic method associated with the multivariate calibration is proposed. These analytes were quantified in tabletop sweeteners samples using FT-Raman spectroscopy. Liquid chromatography-tandem mass spectrometry (LC-MS/MS) was used as reference method. Partial least squares (PLS), interval PLS (iPLS), and synergism PLS (siPLS) methods were evaluated in a comparative study where the selected interval models presented better results. Multivariate regression models, such as PLS, iPLS and siPLS were built and the lower root mean square errors for prediction (RMSEP) found were 0.027-0.031% w/w, 0.316-0.363% w/w, 0.082-0.184% w/w, and 0.040-0.049% w/w to ASP, CYC, SAC, and ACSK, respectively. The coefficient of determination for prediction (R2p) varied between 0.978 and 0.979, 0.969-0.977, 0.952-0.994, and 0.959-0.965 for ASP, CYC, SAC and ACSK, respectively. The analysis of model's residues was made by bias and permutation tests to evaluate systematic and trend errors. The selected intervals by iPLS and siPLS were evaluated and the bands related to the vibrational modes of the analytes were assigned with the aid of density functional theory calculations (DFT).

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          Author and article information

          Journal
          Food Res Int
          Food research international (Ottawa, Ont.)
          Elsevier BV
          1873-7145
          0963-9969
          September 2017
          : 99
          : Pt 1
          Affiliations
          [1 ] Grupo de Química Analítica e Quimiometria - GQAQ, Departamento de Química, Instituto de Ciências Exatas, Universidade Federal de Juiz de Fora, Cidade Universitária, CEP 36036-330 Juiz de Fora, MG, Brazil. Electronic address: lucas.mtduarte@gmail.com.
          [2 ] NQTCM: Núcleo de Química Teórica e Computacional de Macaé, Polo Ajuda, Universidade Federal do Rio de Janeiro, Campus UFRJ-Macaé, 27.971-525 Macaé, RJ, Brazil.
          [3 ] Laboratório de Nanoestruturas Plasmônicas, Departamento de Química, Universidade Federal de Juiz de Fora, Brazil.
          [4 ] Instituto Federal de Santa Catarina, Av. Expedicionários, 2150 - Campo da Água Verde, Canoinhas 89460-000, SC, Brazil.
          [5 ] Departamento de Química, Universidade Federal de Santa Catarina, 88040-900 Florianópolis, SC, Brazil.
          [6 ] NEQC: Núcleo de Estudos em Química Computacional, Departamento de Química, ICE, Universidade Federal de Juiz de Fora, Campus Universitário, 36.036-900 Juiz de Fora, MG, Brazil.
          [7 ] Grupo de Química Analítica e Quimiometria - GQAQ, Departamento de Química, Instituto de Ciências Exatas, Universidade Federal de Juiz de Fora, Cidade Universitária, CEP 36036-330 Juiz de Fora, MG, Brazil. Electronic address: marcone.oliveira@ufjf.edu.br.
          Article
          S0963-9969(17)30198-9
          10.1016/j.foodres.2017.05.006
          28784466
          cc36b4df-be91-4df7-a71c-263e10555772
          Copyright © 2017. Published by Elsevier Ltd.
          History

          Artificial sweeteners,DFT,FT-Raman,PLS,Variable selection
          Artificial sweeteners, DFT, FT-Raman, PLS, Variable selection

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