MULTICOMPONENT DETERMINATION OF FLAVOR ENHANCERS IN FOOD PREPARATIONS BY PARTIAL LEAST-SQUARES AND PRINCIPAL COMPONENT REGRESSION MODELING OF SPECTROPHOTOMETRIC DATA

被引:49
作者
DURANMERAS, I
DELAPENA, AM
ESPINOSAMANSILLA, A
SALINAS, F
机构
关键词
SPECTROPHOTOMETRY; MULTIVARIATE ANALYSIS; FLAVOR ENHANCER; INOSINE; 5-MONOPHOSPHATE; GUANOSINE 5'-MONOPHOSPHATE;
D O I
10.1039/an9931800807
中图分类号
O65 [分析化学];
学科分类号
070302 ; 081704 ;
摘要
Three multivariate calibration methods, partial least squares (PLS-1 and PLS-2) and principal component regression (PCR), were applied to the simultaneous determination of three flavour enhancers (inosine 5'-monophosphate, guanosine 5'-monophosphate and monosodium glutamate), in mixtures by ultraviolet/visible absorption spectrophotometry. The absorption and first- and second-derivative absorption spectra of the ternary mixtures were used to perform the optimization of the calibration matrices by the PLS and PCR methods. The results obtained by the application of the different chemometric approaches are discussed and compared. No significant advantages were found for the prior differentiation step. The proposed method was applied satisfactorily to the determination of inosine 5'-monophosphate and guanosine 5'-monophosphate in several food preparations, in the presence of monosodium glutamate.
引用
收藏
页码:807 / 813
页数:7
相关论文
共 37 条
[1]   AN INTRODUCTION TO MULTIVARIATE CALIBRATION AND ANALYSIS [J].
BEEBE, KR ;
KOWALSKI, BR .
ANALYTICAL CHEMISTRY, 1987, 59 (17) :A1007-+
[2]  
CABANILLAS AG, 1991, ANALUSIS, V19, P262
[3]  
CORNELL JA, 1981, EXPT MIXTURES DESIGN
[4]  
Coultate TP, 1984, FOOD CHEM ITS COMPON
[5]   PARTIAL LEAST-SQUARES REGRESSION - A TUTORIAL [J].
GELADI, P ;
KOWALSKI, BR .
ANALYTICA CHIMICA ACTA, 1986, 185 :1-17
[6]   AN EXAMPLE OF 2-BLOCK PREDICTIVE PARTIAL LEAST-SQUARES REGRESSION WITH SIMULATED DATA [J].
GELADI, P ;
KOWALSKI, BR .
ANALYTICA CHIMICA ACTA, 1986, 185 :19-32
[7]   PARTIAL LEAST-SQUARES METHODS FOR SPECTRAL ANALYSES .1. RELATION TO OTHER QUANTITATIVE CALIBRATION METHODS AND THE EXTRACTION OF QUALITATIVE INFORMATION [J].
HAALAND, DM ;
THOMAS, EV .
ANALYTICAL CHEMISTRY, 1988, 60 (11) :1193-1202
[8]   PARTIAL LEAST-SQUARES METHODS FOR SPECTRAL ANALYSES .2. APPLICATION TO SIMULATED AND GLASS SPECTRAL DATA [J].
HAALAND, DM ;
THOMAS, EV .
ANALYTICAL CHEMISTRY, 1988, 60 (11) :1202-1208
[9]  
HAALAND DM, 1990, ANAL CHEM, V62, P1091
[10]  
Jolliffe I, 1986, PRINCIPLE COMPONENT