A chemometric approach toward the detection and quantification of coffee adulteration by solid-phase microextraction using polymeric ionic liquid sorbent coatings
Adulteration;
Arabica coffee;
Gas chromatography/mass spectrometry;
Partial least squares regression;
Polymeric ionic liquid;
Solid-phase microextraction;
NEAR-INFRARED SPECTROSCOPY;
GAS-CHROMATOGRAPHY;
ROASTED COFFEE;
MULTIVARIATE CALIBRATION;
QUANTITATIVE-ANALYSIS;
MASS SPECTROMETRY;
ARABICA COFFEE;
HEADSPACE;
EXTRACTION;
BLENDS;
D O I:
10.1016/j.chroma.2014.04.035
中图分类号:
Q5 [生物化学];
学科分类号:
071010 ;
081704 ;
摘要:
Solid-phase microextraction (SPME) using cross-linked polymeric ionic liquid (PIL)-based sorbent coatings was used to extract volatile aroma-related compounds from coffee samples. Several PIL-based coatings were screened alongside a commercial poly(acrylate) (PA) SPME coating. The best performing PIL-based SPME fiber, poly(1-vinyl-3-hexadecylimidazolium bis[(trifluoromethyl)sulfonylimide]) with 50% (w/w) 1,12-di(3-vinylbenzylimidazolium)dodecane dibis[(trifluoromethyl)sulfonyl]imide incorporated cross-linker, was used to isolate the volatile fraction of Arabica coffee. To illustrate the importance of trace analyte isolation, a method for the detection and quantification of coffee adulteration is described. Chromatographic profiles obtained by gas chromatography/mass spectrometry (GC/MS) were used to create the chemometric model. Partial least squares (PLS) regression was employed to correlate the aroma-related chemical fingerprint to the degree of adulteration. The proposed method successfully detected fraud down to 1% (w/w) of adulterant and accurately determined the degree of coffee adulteration (i.e, root mean square error of calibration and prediction of 0.54% and 0.83% (w/w), respectively). Finally, important aroma-related compounds including furans, methoxyphenols, pyrazines, and ketones were identified. (C) 2014 Elsevier B.V. All rights reserved.
机构:
Chinese Acad Sci, Lanzhou Inst Chem Phys, CAS Key Lab Nat Med Gansu Prov, Key Lab Chem NW Plant Resources, Lanzhou 730000, Peoples R China
Chinese Acad Sci, Grad Univ, Beijing 100039, Peoples R ChinaChinese Acad Sci, Lanzhou Inst Chem Phys, CAS Key Lab Nat Med Gansu Prov, Key Lab Chem NW Plant Resources, Lanzhou 730000, Peoples R China
Feng, Juanjuan
Sun, Min
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机构:
Univ Jinan, Coll Chem & Chem Engn, Jinan 250022, Peoples R ChinaChinese Acad Sci, Lanzhou Inst Chem Phys, CAS Key Lab Nat Med Gansu Prov, Key Lab Chem NW Plant Resources, Lanzhou 730000, Peoples R China
Sun, Min
Li, Jubai
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机构:
Chinese Acad Sci, Lanzhou Inst Chem Phys, CAS Key Lab Nat Med Gansu Prov, Key Lab Chem NW Plant Resources, Lanzhou 730000, Peoples R ChinaChinese Acad Sci, Lanzhou Inst Chem Phys, CAS Key Lab Nat Med Gansu Prov, Key Lab Chem NW Plant Resources, Lanzhou 730000, Peoples R China
Li, Jubai
Liu, Xia
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机构:
Chinese Acad Sci, Lanzhou Inst Chem Phys, CAS Key Lab Nat Med Gansu Prov, Key Lab Chem NW Plant Resources, Lanzhou 730000, Peoples R ChinaChinese Acad Sci, Lanzhou Inst Chem Phys, CAS Key Lab Nat Med Gansu Prov, Key Lab Chem NW Plant Resources, Lanzhou 730000, Peoples R China
Liu, Xia
Jiang, Shengxiang
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机构:
Chinese Acad Sci, Lanzhou Inst Chem Phys, CAS Key Lab Nat Med Gansu Prov, Key Lab Chem NW Plant Resources, Lanzhou 730000, Peoples R ChinaChinese Acad Sci, Lanzhou Inst Chem Phys, CAS Key Lab Nat Med Gansu Prov, Key Lab Chem NW Plant Resources, Lanzhou 730000, Peoples R China