Rapid determination of sulfonamides in milk samples using fluorescence spectroscopy and class modeling with n-way partial least squares

被引:60
作者
Diez, R.
Sarabia, L.
Ortiz, M. C.
机构
[1] Fac Sci, Dept Chem, Burgos 09001, Spain
[2] Fac Sci, Dept Math & Computat, Burgos 09001, Spain
关键词
screening method; sulfonamides; milk; excitation-emission fluorescence; decision; 2002/657/EC; capability of detection; partial least squares class modeling; N-way partial least squares; parallel factor;
D O I
10.1016/j.aca.2006.12.038
中图分类号
O65 [分析化学];
学科分类号
070302 [分析化学]; 081704 [应用化学];
摘要
In this paper, a methodology to evaluate the probability of false non-compliance and false compliance for screening methods, which give first or second-order multivariate signals is proposed. For this task 120 samples of 6 different kinds of milk have been measured by excitation-emission fluorescence. The samples have been spiked with different amounts of three sulfonamides (sulfadiazine, sulfamerazine and sulfamethazine). These substances have been classified in group B1 (veterinary medicines and contaminants) of annex 1 of Directive 96/23/EC. The European Union (Commission Regulation EC no. 281/96) has set the maximum residue level (MRL) of total sulfonamides at 100 mu g kg(-1) in muscle, liver, kidney and milk. The work shows that excitation-emission fluorescence together with the partial least squares class modeling (PLS-CM) procedure may be a suitable and cheap screening method for the total amount of sulfonamides in milk. Three models, PLS-CM, have been built, for the emission and excitation spectra (first-order signals) and for the excitation-emission matrices (second-order signals). In all the cases it reaches probabilities of false compliance below 5% as required by Decision 2002/657/EC. With the same flourescence signals, the total quantity of sulfonamide was calibrated using 2-PLS, 3-PLS and PARAFAC regressions. Using this quantitative approach, the capability of detection, CC(3, around the MRL has been estimated between 114.3 and 115.1 mu g kg(-1) for a probability of false non-compliance and false compliance equal to 5%. (c) 2007 Elsevier B.V. All rights reserved.
引用
收藏
页码:350 / 360
页数:11
相关论文
共 51 条
[1]
ANDERSSON CA, 2002, INCA 1 41
[2]
[Anonymous], 1999, BOOTSTRAP METHODS
[3]
[Anonymous], ROBUST REGRESSION OU
[4]
Analysis of chlorinated, sulfochlorinated and sulfonamide derivatives of n-tetradecane by gas chromatography/mass spectrometry [J].
Assassi, N ;
Tazerouti, A ;
Canselier, JP .
JOURNAL OF CHROMATOGRAPHY A, 2005, 1071 (1-2) :71-80
[5]
Analysis and comparison of SIMCA models for denominations of origin of wines from de Canary Islands (Spain) builds by means of their trace and ultratrace metals content [J].
Barbaste, M ;
Medina, B ;
Sarabia, L ;
Ortiz, MC ;
Pérez-Trujillo, JP .
ANALYTICA CHIMICA ACTA, 2002, 472 (1-2) :161-174
[6]
Brereton R.G., 2003, DATA ANAL LAB CHEM P
[7]
PARAFAC. Tutorial and applications [J].
Bro, R .
CHEMOMETRICS AND INTELLIGENT LABORATORY SYSTEMS, 1997, 38 (02) :149-171
[8]
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
[9]
Bro R, 1996, J CHEMOMETR, V10, P47, DOI 10.1002/(SICI)1099-128X(199601)10:1<47::AID-CEM400>3.0.CO
[10]
2-C