Application of principal component and hierarchical cluster analysis to classify different spices based on in vitro antioxidant activity and individual polyphenolic antioxidant compounds

被引:90
作者
Hossain, Mohammad B. [1 ,2 ]
Patras, Ankit [2 ]
Barry-Ryan, Catherine [1 ]
Martin-Diana, Ana B. [1 ]
Brunton, Nigel P. [3 ]
机构
[1] Dublin Inst Technol, Sch Food Sci & Environm Hlth, Dublin 1, Ireland
[2] Univ Guelph, Dept Food Sci, Guelph, ON N1G 2W1, Canada
[3] TEAGASC, Ashtown Food Res Ctr, Dublin 15, Ireland
关键词
Spices; Antioxidant activity; Polyphenol; Principal component analysis; Hierarchical cluster analysis; PHENOLIC-COMPOUNDS; EXTRACTS; CAPACITY; CLASSIFICATION; VALIDATION;
D O I
10.1016/j.jff.2011.03.010
中图分类号
TS2 [食品工业];
学科分类号
0832 ;
摘要
This study investigated the variations in antioxidant profiles between spices using pattern recognition tools; classification was achieved based on the results of global antioxidant activity assays (2,2-diphenyl-1-picrylhydrazyl [DPPH]. oxygen radical absorbance capacity [ORAC], ferric reducing antioxidant power [FRAP], microsomal lipid peroxidation [MLP] and 2,2'-azinobis(3-ethylbenzothiazoline-6-sulfonic acid) [ABTS]), levels of different polyphenolic compounds (gallic acid [GA], carnosol [CAR], carnosic acid [CRA], caffeic acid [CA], rosmarinic acid [RA], luteolin-7-O-glucoside [LOG], apigenin-7-O-glucoside [APOG] and total phenols [TP]) of spices namely rosemary, oregano, marjoram, sage, basil, thyme, fennel, celery, cumin and parsley, commonly consumed in Ireland were analyzed. Rosemary showed the highest antioxidant activity measured by the DPPH (11.02 g Trolox/g DW) assay, whereas oregano had the highest activity in the ORAC (28.31 g Trolox/g DW) test. By contrast, parsley showed the lowest antioxidant activity in both of the assays. Interrelationships of these assays and the spices were investigated by principal component analysis (PCA) and hierarchical cluster analysis (HCA). PCA revealed that the first two components represented 73% of the total variability in antioxidant activity and different antioxidant groups. HCA classified samples into four main groups on the basis of the measured parameters. (c) 2011 Elsevier Ltd. All rights reserved.
引用
收藏
页码:179 / 189
页数:11
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