Quantitative assessment of moisture damage for cacao bean quality using two-dimensional gas chromatography combined with time-of-flight mass spectrometry and chemometrics

被引:59
|
作者
Humston, Elizabeth M. [1 ]
Knowles, Joshua D. [3 ]
McShea, Andrew [2 ]
Synovec, Robert E. [1 ]
机构
[1] Univ Washington, Dept Chem, Seattle, WA 98195 USA
[2] Theo Chocolate R&D, Seattle, WA 98103 USA
[3] Univ Manchester, Manchester Interdisciplinary Bioctr, Sch Comp Sci, Manchester M1 7ND, Lancs, England
关键词
GC x GC-TOFMS; Chemometrics; Cacao; Quality control; Chocolate; Food safety; X GC-TOF; VOLATILE COMPOUNDS; METABOLITES; DISCOVERY; ANALYTES;
D O I
10.1016/j.chroma.2010.01.069
中图分类号
Q5 [生物化学];
学科分类号
071010 ; 081704 ;
摘要
Quality control of cacao beans is a significant issue in the chocolate industry In this report, we describe how moisture damage to cacao beans alters the volatile chemical signature of the beans in a way that call be tracked quantitatively over time The chemical signature of the beans is monitored via sampling the headspace of the vapor above a given bean sample Headspace vapor sampled with solid-phase microextraction (SPME) was detected and analyzed with comprehensive two-dimensional gas chromatography combined with time-of-flight mass spectrometry (GC x GC-TOFMS) Cacao beans from six geographical origins (Costa Rica, Ghana. Ivory Coast, Venezuela. Ecuador, and Panama) were analyzed Twenty-nine analytes that change in concentration levels via the time-dependent moisture damage process were measured using chemometric software Biomarker analytes that were independent of geographical origin were found Furthermore, prediction algorithms were Used to demonstrate that moisture damage Could be verified before there were visible signs of mold by analyzing Subsets of the 29 analytes. Thus. a quantitative approach to quality Screening related to the identification of moisture damage in the absence of visible mold is presented (C) 2010 Elsevier B V All rights reserved
引用
收藏
页码:1963 / 1970
页数:8
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