A chemometric approach toward the detection and quantification of coffee adulteration by solid-phase microextraction using polymeric ionic liquid sorbent coatings

被引:36
|
作者
Toledo, Bruna R. [1 ,3 ,4 ]
Hantao, Leandro W. [1 ,3 ,4 ]
Ho, Tien D. [1 ]
Augusto, Fabio [3 ,4 ]
Anderson, Jared L. [1 ,2 ]
机构
[1] Univ Toledo, Dept Chem, Toledo, OH 43606 USA
[2] Univ Toledo, Sch Green Chem & Engn, Toledo, OH 43606 USA
[3] Univ Estadual Campinas, Inst Chem, BR-13084970 Campinas, SP, Brazil
[4] Univ Estadual Campinas, Natl Inst Bioanalyt Sci & Technol, BR-13084970 Campinas, SP, Brazil
基金
巴西圣保罗研究基金会;
关键词
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.
引用
收藏
页码:1 / 7
页数:7
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