Enhanced synchronous spectrofluorimetric determination of aflatoxin B1 in pistachio samples using multivariate analysis

被引:21
作者
Aghamohammadi, Mohammad
Hashemi, Javad
Kram, Gholamreza Asadi
Alizadeh, Naader
机构
[1] Tarbiat Modares Univ, Fac Sci, Dept Chem, Tehran, Iran
[2] Rafsanjan Fac Med, Dept Biochem, Rafsanjan, Iran
关键词
aflatoxin B-1; pistachio; beta-cyclodextrine; synchronous fluorimetry; multiple linear regressions; partial least-squares; principle components analysis;
D O I
10.1016/j.aca.2006.09.014
中图分类号
O65 [分析化学];
学科分类号
070302 ; 081704 ;
摘要
The determination of aflatoxin B-1 (AFB1) in pistachio has been accomplished by normal and synchronous fluorimetry in combination with some multivariate calibration methods and derivative techniques. Extending the two-dimensional synchronous fluorescence scan to a three-dimensional total synchronous fluorescence scan was used to obtain the optimized Delta lambda for AFB1 in pistachio sample. The methods are based on the enhanced fluorescence of AFB1 by beta-cyclodextrine in 10% (v/v) methanol-water solution. Twenty-six pistachio samples containing AFB1 in the range 0-15 ppb were used as calibration set. Eighteen combinational methods were tested to make best model for prediction of AFB1 and finally best results obtained using a method based on synchronous fluorimetry in combination with multiple linear regressions (MLR). For concentrations ranging from 0 to 15 ppb of AFB1 in 22 pistachio samples as prediction set, the values of root mean square difference (RMSD) and relative error of prediction (REP) using MLR were 0.328 and 4.453%, respectively were observed. Two naturally contaminated pistachio samples were analyzed by synchronous fluorimetry using MLR and compared with HPLC results. (c) 2006 Elsevier B.V. All rights reserved.
引用
收藏
页码:288 / 294
页数:7
相关论文
共 31 条
[1]  
AGHAMOHAMMADI M, 2006, THESIS TARBIAT MODAR
[2]  
ARMAS G, 2002, ANAL CHIM ACTA, V471, P173
[3]   STRUCTURES OF AFLATOXINS B AND G1 [J].
ASAO, T ;
BUCHI, G ;
ABDELKAD.MM ;
CHANG, SB ;
WICK, EL ;
WOGAN, GN .
JOURNAL OF THE AMERICAN CHEMICAL SOCIETY, 1965, 87 (04) :882-+
[4]   Introduction to multivariate calibration in analytical chemistry [J].
Brereton, RG .
ANALYST, 2000, 125 (11) :2125-2154
[5]   IMPLICATION OF MYCOTOXINS FOR HUMAN HEALTH [J].
CAMPBELL, TC ;
STOLOFF, L .
JOURNAL OF AGRICULTURAL AND FOOD CHEMISTRY, 1974, 22 (06) :1006-1015
[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]  
Georggiett O C, 2000, Rev Fac Cien Med Univ Nac Cordoba, V57, P95
[8]   DERIVATIVE LUMINESCENCE SPECTROMETRY [J].
GREEN, GL ;
OHAVER, TC .
ANALYTICAL CHEMISTRY, 1974, 46 (14) :2191-2196
[9]   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
[10]   Public health - Reducing liver cancer - Global control of aflatoxin [J].
Henry, SH ;
Bosch, FX ;
Troxell, TC ;
Bolger, PM .
SCIENCE, 1999, 286 (5449) :2453-2454