Liquid Chromatography-High-Resolution Mass;
Spectrometry (LC-HRMS);
Polyphenolic Profiling;
Coffee Classification and Characterization;
Principal Component Analysis (PCA);
Partial least squares (PLS) regression;
Partial least squares-discriminant analysis (PLS-DA);
HPLC;
QUANTIFICATION;
EXTRACTION;
SAMPLES;
ACIDS;
D O I:
10.1016/j.microc.2024.111770
中图分类号:
O65 [分析化学];
学科分类号:
070302 ;
081704 ;
摘要:
The importance of monitoring the presence of bioactive compounds as food attributes for sample classification and characterization is increasing. In this study, targeted Liquid Chromatography coupled with High-Resolution Mass Spectrometry (LC-HRMS) was employed to analyze the chemical profile of polyphenolic compounds as the source of information for the characterization and classification of 306 commercial coffee samples. Coffee holds a distinguished position as one of the most widely popular beverages globally but also one of the most easily adulterated. Regrettably, in recent times, instances of coffee adulteration have been on the rise. Consequently, implementing rigorous quality control measures for coffee becomes imperative to guarantee its quality. The results obtained in this work confirm that the proposed chemical profiles serve as excellent descriptors for sample characterization and classification through the implementation of principal component analysis (PCA) and partial least squares-discriminant analysis (PLS-DA), achieving classification rates higher than 83.3% in PLS-DA validation. Moreover, the proposed LC-HRMS polyphenolic approach was employed to identify and measure adulteration levels in coffee samples using partial least squares (PLS) regression with prediction errors below 7.8%.
机构:
Karolinska Inst, Dept Lab Med, Div Clin Pharmacol, Stockholm, Sweden
Karolinska Inst, Dept Lab Med, Div Clin Chem, Stockholm, SwedenKarolinska Inst, Dept Lab Med, Div Clin Pharmacol, Stockholm, Sweden
Bergstrand, Madeleine Pettersson
Beck, Olof
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机构:
Karolinska Inst, Dept Lab Med, Div Clin Pharmacol, Stockholm, Sweden
Karolinska Univ Lab, Dept Clin Pharmacol, Stockholm, SwedenKarolinska Inst, Dept Lab Med, Div Clin Pharmacol, Stockholm, Sweden
Beck, Olof
Helander, Anders
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机构:
Karolinska Inst, Dept Lab Med, Div Clin Pharmacol, Stockholm, Sweden
Karolinska Inst, Dept Lab Med, Div Clin Chem, Stockholm, Sweden
Karolinska Univ Lab, Dept Clin Pharmacol, Stockholm, SwedenKarolinska Inst, Dept Lab Med, Div Clin Pharmacol, Stockholm, Sweden
机构:
Univ Jaume 1, Res Inst Pesticides & Water, Castellon de La Plana 12071, SpainUniv Jaume 1, Res Inst Pesticides & Water, Castellon de La Plana 12071, Spain
Hernandez, F.
Ibanez, M.
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Univ Jaume 1, Res Inst Pesticides & Water, Castellon de La Plana 12071, SpainUniv Jaume 1, Res Inst Pesticides & Water, Castellon de La Plana 12071, Spain
Ibanez, M.
Bade, R.
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Univ Jaume 1, Res Inst Pesticides & Water, Castellon de La Plana 12071, SpainUniv Jaume 1, Res Inst Pesticides & Water, Castellon de La Plana 12071, Spain
Bade, R.
Bijlsma, L.
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Univ Jaume 1, Res Inst Pesticides & Water, Castellon de La Plana 12071, SpainUniv Jaume 1, Res Inst Pesticides & Water, Castellon de La Plana 12071, Spain
Bijlsma, L.
Sancho, J. V.
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Univ Jaume 1, Res Inst Pesticides & Water, Castellon de La Plana 12071, SpainUniv Jaume 1, Res Inst Pesticides & Water, Castellon de La Plana 12071, Spain
机构:
IDAEA CSIC, Water & Soil Qual Res Grp, Barcelona 08034, SpainIDAEA CSIC, Water & Soil Qual Res Grp, Barcelona 08034, Spain
Acena, Jaume
Stampachiacchiere, Serena
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机构:
Univ Roma La Sapienza, Dept Chem, I-00185 Rome, ItalyIDAEA CSIC, Water & Soil Qual Res Grp, Barcelona 08034, Spain
Stampachiacchiere, Serena
Perez, Sandra
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机构:
IDAEA CSIC, Water & Soil Qual Res Grp, Barcelona 08034, SpainIDAEA CSIC, Water & Soil Qual Res Grp, Barcelona 08034, Spain
Perez, Sandra
Barcelo, Damia
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机构:
IDAEA CSIC, Water & Soil Qual Res Grp, Barcelona 08034, Spain
Univ Girona, Catalan Inst Water Res ICRA, Girona 17003, SpainIDAEA CSIC, Water & Soil Qual Res Grp, Barcelona 08034, Spain