Three-way principal component analysis of the volatile fraction by HS-SPME/GC of aceto balsamico tradizionale of modena

被引:21
作者
Cocchi, Marina [1 ]
Durante, Caterina [1 ]
Grandi, Margherita [1 ]
Manzini, Daniela [2 ]
Marchetti, Andrea [1 ]
机构
[1] Univ Modena, Dipartimento Chim, I-41100 Modena, Italy
[2] Univ Modena, Ctr Interdipartimentale Grandi Strumenti, I-41100 Modena, Italy
关键词
ABTM; vinegar; HS-SPME; tucker; multi-way data analysis; VOC;
D O I
10.1016/j.talanta.2007.06.016
中图分类号
O65 [分析化学];
学科分类号
070302 ; 081704 ;
摘要
The present research is aimed at monitoring the evolution of the volatile organic compounds of different samples of aceto balsamico tradizionale of modena (ABTM) during ageing. The flavouring compounds, headspace fraction, of the vinegars of four batterie were sampled by solid phase microextraction technique (SPME), and successively analysed by gas chromatography. Obtaining a data set characterized by different sources of variability such as, different producers, samples of different age and chromatographic profile. The gas chromatographic signals were processed by a three-way data analysis method (Tucker3), which allows an easy visualisation of the data by furnishing a distinct set of graphs for each source of variability. The obtained results indicate that the samples can be separated according to their age highlighting the chemical constituents, which play a major role for their differentiation. The present study represents an example of how the application of Tucker3 models, on gas chromatographic signals may help to follow the transformation processes of food products. (C) 2007 Elsevier B.V. All rights reserved.
引用
收藏
页码:547 / 554
页数:8
相关论文
共 20 条
[1]   SOLID-PHASE MICROEXTRACTION WITH THERMAL-DESORPTION USING FUSED-SILICA OPTICAL FIBERS [J].
ARTHUR, CL ;
PAWLISZYN, J .
ANALYTICAL CHEMISTRY, 1990, 62 (19) :2145-2148
[2]   Exploratory study of sugar production using fluorescence spectroscopy and multi-way analysis [J].
Bro, R .
CHEMOMETRICS AND INTELLIGENT LABORATORY SYSTEMS, 1999, 46 (02) :133-147
[3]  
Bro R, 1999, J CHEMOMETR, V13, P295, DOI 10.1002/(SICI)1099-128X(199905/08)13:3/4<295::AID-CEM547>3.0.CO
[4]  
2-Y
[5]   Chromatographic alignment by warping and dynamic programming as a pre-processing tool for PARAFAC modelling of liquid chromatography-mass spectrometry data [J].
Bylund, D ;
Danielsson, R ;
Malmquist, G ;
Markides, KE .
JOURNAL OF CHROMATOGRAPHY A, 2002, 961 (02) :237-244
[6]   Simultaneous determination of sugars and organic acids in aged vinegars and chemometric data analysis [J].
Cocchi, M. ;
Durante, C. ;
Grandi, M. ;
Lambertini, P. ;
Manzini, D. ;
Marchetti, A. .
TALANTA, 2006, 69 (05) :1166-1175
[7]   Application of a wavelet-based algorithm on HS-SPME/GC signals for the classification of balsamic vinegars [J].
Cocchi, M ;
Durante, C ;
Foca, G ;
Manzini, D ;
Marchetti, A ;
Ulrici, A .
CHEMOMETRICS AND INTELLIGENT LABORATORY SYSTEMS, 2004, 71 (02) :129-140
[8]   Determination of carboxylic acids in vinegars and in Aceto Balsamico Tradizionale di Modena by HPLC and GC methods [J].
Cocchi, M ;
Lambertini, P ;
Manzini, D ;
Marchetti, A ;
Ulrici, A .
JOURNAL OF AGRICULTURAL AND FOOD CHEMISTRY, 2002, 50 (19) :5255-5261
[9]   A chemometric approach to the comparison of different sample treatments for metals determination by atomic absorption spectroscopy in aceto balsamico tradizionale di modena [J].
Cocchi, M ;
Franchini, G ;
Manzini, D ;
Manfredini, M ;
Marchetti, A ;
Ulrici, A .
JOURNAL OF AGRICULTURAL AND FOOD CHEMISTRY, 2004, 52 (13) :4047-4056
[10]   Study of the monosaccharides and furfurals evolution during the preparation of cooked grape musts for Aceto Balsamico Tradizionale production [J].
Cocchi, Marina ;
Ferrari, Giorgia ;
Manzini, Daniela ;
Marchetti, Andrea ;
Sighinolfi, Simona .
JOURNAL OF FOOD ENGINEERING, 2007, 79 (04) :1438-1444