Chemometric Characterization of Fruit Juices from Spanish Cultivars According to Their Phenolic Compound Contents: I. Citrus Fruits

被引:45
作者
Abad-Garcia, Beatriz [1 ]
Berrueta, Luis A. [1 ]
Garmon-Lobato, Sergio [1 ]
Urkaregi, Arantza [2 ]
Gallo, Blanca [1 ]
Vicente, Francisca [1 ]
机构
[1] Univ Basque Country, Fac Ciencia & Tecnol, Dept Quim Analit, Euskal Herriko Unibertsitatea, E-48080 Bilbao, Spain
[2] Univ Basque Country, Estadist Invest Operat, Dept Matemat Aplicada, Euskal Herriko Unibertsitatea, E-48080 Bilbao, Spain
关键词
phenolic compounds; polyphenols; flavonoids; citrus; orange; tangerine; lemon; grapefruit; juice; chemometrics; pattern recognition; regression; PCA; PCR; PLS; PERFORMANCE LIQUID-CHROMATOGRAPHY; PARTIAL LEAST-SQUARES; SIMULTANEOUS SPECTROPHOTOMETRIC DETERMINATION; MULTIPLE LINEAR-REGRESSION; ORANGE JUICE; POLYMETHOXYLATED FLAVONES; FLAVANONE GLYCOSIDES; PATTERN-RECOGNITION; PRINCIPAL COMPONENT; MASS-SPECTROMETRY;
D O I
10.1021/jf300022u
中图分类号
S [农业科学];
学科分类号
09 ;
摘要
The data set composed by phenolic compound profiles of 83 Citrus juices (determined by HPLC-DAD-MS/MS) was evaluated by chemometrics to differentiate them according to Citrus species (sweet orange, tangerine, lemon, and grapefruit). Cluster analysis (CA) and principal component analysis (PCA) showed natural sample grouping among Citrus species and even the Citrus subclass. Most of the information contained in the full data set can be captured if only 15 phenolic compounds (concentration >= 10 mg/L), which can be quantified with fast and accurate methods in real samples, are introduced in the models; a good classification which allows the confirmation of the authenticity of juices is achieved by linear discriminant analysis. Using this reduced data set, fast and routine methods have been developed for predicting the percentage of grapefruit in adulterated sweet orange juices using principal component regression (PCR) and partial least-squares regression (PLS). The :PLS model has provided suitable estimation errors.
引用
收藏
页码:3635 / 3644
页数:10
相关论文
共 49 条
  • [1] Optimization and validation of a methodology based on solvent extraction and liquid chromatography for the simultaneous determination of several polyphenolic families in fruit juices
    Abad-Garcia, B.
    Berrueta, L. A.
    Lopez-Marquez, D. M.
    Crespo-Ferrer, I.
    Gallo, B.
    Vicente, F.
    [J]. JOURNAL OF CHROMATOGRAPHY A, 2007, 1154 (1-2) : 87 - 96
  • [2] A general analytical strategy for the characterization of phenolic compounds in fruit juices by high-performance liquid chromatography with diode array detection coupled to electrospray ionization and triple quadrupole mass spectrometry
    Abad-Garcia, Beatriz
    Berrueta, Luis A.
    Garmon-Lobato, Sergio
    Gallo, Blanca
    Vicente, Francisca
    [J]. JOURNAL OF CHROMATOGRAPHY A, 2009, 1216 (28) : 5398 - 5415
  • [3] Regression and multilayer perceptron-based models to forecast hourly O3 and NO2 levels in the Bilbao area
    Agirre-Basurko, E
    Ibarra-Berastegi, G
    Madariaga, I
    [J]. ENVIRONMENTAL MODELLING & SOFTWARE, 2006, 21 (04) : 430 - 446
  • [4] Ashurts PR, 1996, FOOD AUTHENTICATION
  • [5] Distribution of C- and O-glycosyl flavonoids, (3-hydroxy-3-methylglutaryl)glycosyl flavanones and furocoumarins in Citrus aurantium L. juice
    Barreca, Davide
    Bellocco, Ersilia
    Caristi, Corrado
    Leuzzi, Ugo
    Gattuso, Giuseppe
    [J]. FOOD CHEMISTRY, 2011, 124 (02) : 576 - 582
  • [6] Differentiation of intermediate products (concentrates and purees) from the huh industry by means of phenolic content
    Bartolome, B
    Bengoechea, ML
    Sancho, AI
    Estrella, I
    Hernandez, MT
    Gomez-Cordoves, C
    [J]. ZEITSCHRIFT FUR LEBENSMITTEL-UNTERSUCHUNG UND-FORSCHUNG A-FOOD RESEARCH AND TECHNOLOGY, 1998, 206 (05): : 355 - 359
  • [7] Phenolic composition of industrially manufactured purees and concentrates from peach and apple fruits
    Bengoechea, ML
    Sancho, AI
    Bartolome, B
    Estrella, I
    GomezCordoves, C
    Hernandez, MT
    [J]. JOURNAL OF AGRICULTURAL AND FOOD CHEMISTRY, 1997, 45 (10) : 4071 - 4075
  • [8] Supervised pattern recognition in food analysis
    Berrueta, Luis A.
    Alonso-Salces, Rosa M.
    Heberger, Karoly
    [J]. JOURNAL OF CHROMATOGRAPHY A, 2007, 1158 (1-2) : 196 - 214
  • [9] Simultaneous spectrophotometric determination of phenobarbital, phenytoin and methylphenobarbital in pharmaceutical preparations by using partial least-squares and principal component regression multivariate calibration
    Boeris, MS
    Luco, JM
    Olsina, RA
    [J]. JOURNAL OF PHARMACEUTICAL AND BIOMEDICAL ANALYSIS, 2000, 24 (02) : 259 - 271
  • [10] Separation and identification of polyphenols in apple pomace by high-speed counter-current chromatography and high-performance liquid chromatography coupled with mass spectrometry
    Cao, Xueli
    Wang, Cong
    Pei, Hairun
    Sun, Baoguo
    [J]. JOURNAL OF CHROMATOGRAPHY A, 2009, 1216 (19) : 4268 - 4274