Detection of adulteration in orange juices by a new screening method using proton NMR spectroscopy in combination with pattern recognition techniques

被引:86
作者
Vogels, JTWE
Terwel, L
Tas, AC
vandenBerg, F
Dukel, F
vanderGreef, J
机构
[1] INSPECTORATE HLTH PROTECT,3001 KB ROTTERDAM,NETHERLANDS
[2] TNO,NUTR & FOOD RES INST,DEPT ANAL,3700 AJ ZEIST,NETHERLANDS
关键词
authenticity; orange juice; pattern recognition; proton NMR;
D O I
10.1021/jf950062m
中图分类号
S [农业科学];
学科分类号
09 ;
摘要
This paper describes the application of proton NMR spectroscopy as a screening tool for the determination of the authenticity of orange juices. Principal component and discriminant analyses were used to discriminate between authentic and nonauthentic (suspect) samples. In one set of profiles, additions of sucrose, beet medium invert sugar, sodium benzoate could easily be detected. In another set of data, K-nearest neighbor classification based on the principal component scores was used to correctly classify at least 94% of samples known to deviate from authentic samples when measured with analytical techniques such as high pressure liquid chromatography and atomic absorption spectroscopy. Principal component loading plots and factor spectra were an effective tool in the interpretation of the differences between the profiles.
引用
收藏
页码:175 / 180
页数:6
相关论文
共 12 条
[1]   CONTROL OF THE AUTHENTICITY OF ORANGE JUICE BY ISOTOPIC ANALYSIS [J].
BRICOUT, J ;
KOZIET, J .
JOURNAL OF AGRICULTURAL AND FOOD CHEMISTRY, 1987, 35 (05) :758-760
[2]   IMPROVED METHODS FOR QUANTITATIVE SPECTRAL-ANALYSIS OF NMR DATA [J].
GESMAR, H ;
LED, JJ ;
ABILDGAARD, F .
PROGRESS IN NUCLEAR MAGNETIC RESONANCE SPECTROSCOPY, 1990, 22 :255-288
[3]   DISCRIMINANT-ANALYSIS BY DOUBLE STAGE PRINCIPAL COMPONENT ANALYSIS [J].
HOOGERBRUGGE, R ;
WILLIG, SJ ;
KISTEMAKER, PG .
ANALYTICAL CHEMISTRY, 1983, 55 (11) :1710-1712
[4]  
JACKMAN LM, 1969, ORGANIC CHEM
[5]   PATTERN-RECOGNITION - POWERFUL APPROACH TO INTERPRETING CHEMICAL DATA [J].
KOWALSKI, BR ;
BENDER, CF .
JOURNAL OF THE AMERICAN CHEMICAL SOCIETY, 1972, 94 (16) :5632-&
[6]   K-NEAREST NEIGHBOR CLASSIFICATION RULE (PATTERN-RECOGNITION) APPLIED TO NUCLEAR MAGNETIC-RESONANCE SPECTRAL INTERPRETATION [J].
KOWALSKI, BR ;
BENDER, CF .
ANALYTICAL CHEMISTRY, 1972, 44 (08) :1405-&
[7]   CHARACTERISTICS OF CALIFORNIA NAVEL ORANGE JUICE AND PULPWASH [J].
PARK, GL ;
BYERS, JL ;
PRITZ, CM ;
NELSON, DB ;
NAVARRO, JL ;
SMOLENSKY, DC ;
VANDERCOOK, CE .
JOURNAL OF FOOD SCIENCE, 1983, 48 (02) :627-&
[8]  
PERFETTI GA, 1988, J ASSOC OFF ANA CHEM, V71, P469
[9]   DETECTION OF ADULTERATION OF CALIFORNIA ORANGE JUICE CONCENTRATES WITH EXTERNALLY ADDED CAROTENOIDS BY LIQUID-CHROMATOGRAPHY [J].
PHILIP, T ;
CHEN, TS ;
NELSON, DB .
JOURNAL OF AGRICULTURAL AND FOOD CHEMISTRY, 1989, 37 (01) :90-95
[10]   STATISTICAL EVALUATION OF DATA FOR DETECTING ADULTERATION OF CALIFORNIA NAVEL ORANGE JUICE [J].
VANDERCOOK, CE ;
NAVARRO, JL ;
SMOLENSKY, DC ;
NELSON, DB ;
PARK, GL .
JOURNAL OF FOOD SCIENCE, 1983, 48 (02) :636-+