FT-MIR spectroscopy and multivariate analysis for determination of bioactive compounds and antioxidant capacity in Cabernet Sauvignon wines
Open Access
- 1 January 2018
- journal article
- research article
- Published by Taylor & Francis in CyTA - Journal of Food
- Vol. 16 (1) , 561-569
Abstract
Thirty samples of Cabernet Sauvignon Mexican wines from 5 wine regions, 19 wineries and vintage between 2004 and 2012 were characterised regarding total phenolic compounds (TPC), anthocyanins (AC), tannins (TC), flavonoids (FC) and antioxidant capacity (ABTS and DPPH assays). Samples were processed using Fourier transform mid-infrared spectroscopy combined with partial least squares regression (PLS1 and PLS2) and principal components regression algorithms to obtain one optimised chemometric model for each algorithm. The spectral region selected for each model was between 1550 and 824 cm−1. The PLS1 model showed the best predictive capacity for simultaneous prediction of the six parameters. Excellent values of the coefficient of determination in validation (Rv2; 0.93–0.95) and residual predictive deviation (RPD; 4.28–6.95) were obtained for TPC, FC, ABTS and DPPH. Suitable values of Rv2 (0.91–0.92) and RPD (3.75–3.84) were obtained for TC and AC.Keywords
Funding Information
- Consejo Nacional de Ciencia y Tecnología (CONACYT)
- Secretaría de Estudios de Posgrado e Investigación del Instituto Politécnico Nacional de México (SIP-IPN)
This publication has 38 references indexed in Scilit:
- Classification of Wines Based on Different Antioxidant Responses to Spectrophotometric Analytical MethodsAnalytical Letters, 2012
- Chemical and sensory evaluation of Bordeaux wines (Cabernet-Sauvignon and Merlot) and correlation with wine ageFood Chemistry, 2011
- Polyphenols as small molecular inhibitors of signaling cascades in carcinogenesisPharmacology & Therapeutics, 2011
- Prediction of total antioxidant capacity of red wine by Fourier transform infrared spectroscopyFood Control, 2009
- Polyphenolic compounds and antioxidant properties of selected China winesFood Chemistry, 2009
- Quantitative Analysis of Red Wine Tannins Using Fourier-Transform Mid-Infrared SpectrometryJournal of Agricultural and Food Chemistry, 2007
- Simultaneously calibrating solids, sugars and acidity of tomato products using PLS2 and NIR spectroscopyAnalytica Chimica Acta, 2007
- Development of a Rapid “Fingerprinting” System for Wine Authenticity by Mid-infrared SpectroscopyJournal of Agricultural and Food Chemistry, 2006
- Evolution of the phenolic content of red wines from L. during ageing in bottleFood Chemistry, 2006
- Application of FT-MIR spectrometry in wine analysisAnalytica Chimica Acta, 2004