Evaluation of healthy and sensory indexes of sweetened beverages using an electronic tongue

被引:15
|
作者
Dias, Luis G. [1 ]
Sequeira, Cedric [1 ]
Veloso, Ana C. A. [2 ,3 ]
Sousa, Mara E. B. C. [1 ]
Peres, Antonio M. [4 ]
机构
[1] Inst Politecn Braganca, CIMO Escola Super Agr, P-5301855 Braganca, Portugal
[2] Inst Politecn Coimbra, ISEC, DEQB, P-3030199 Coimbra, Portugal
[3] Univ Minho, CEB Ctr Biol Engn, P-4710057 Braga, Portugal
[4] Inst Politecn Braganca, Escola Super Agr, Associate Lab LSRE LCM, LSRE Lab Separat & React Engn, P-5301855 Braganca, Portugal
关键词
Sugar sweetened beverages; Glycemic load; Fructose-intolerance index; Electronic tongue; Linear discriminant analysis; Simulated annealing algorithm; GLYCEMIC LOAD VALUES; SWEETNESS SENSOR; ORGANIC-ACIDS; QUANTITATIVE-ANALYSIS; RECOGNITION; SUGARS; CLASSIFICATION; HONEY; ARRAY; IDENTIFICATION;
D O I
10.1016/j.aca.2014.08.003
中图分类号
O65 [分析化学];
学科分类号
070302 ; 081704 ;
摘要
Overconsumption of sugar-sweetened beverages may increase the risk of health problems and so, the evaluation of their glycemic load and fructose-intolerance level is essential since it may allow establishing possible relations between physiologic effects of sugar-rich beverages and health. In this work, an electronic tongue was used to accurately classify beverages according to glycemic load (low, medium or high load) as well to their adequacy for people suffering from fructose malabsorption syndrome(tolerable or not): 100% of correct classifications (leave-one-out cross-validation) using linear discriminant models based on potentiomentric signals selected by a meta-heuristic simulated annealing algorithm. These results may be partially explained by the electronic tongue's capability to mimic the human sweetness perception and total acid flavor of beverages, which can be related with glycemic load and fructose-intolerance index. Finally, the E-tongue was also applied to quantify, accurately, healthy and sensory indexes using multiple linear regression models (leave-one-out cross-validation: R-adj > 0.99) in the following dynamic ranges: 4.7 < glycemic load <= 30; 0.4 < fructose intolerance index <= 1.5; 32 < sweetness perception < 155; 1.3 < total acid flavor, g L (1) < 8.3; and, 5.8 < well-balanced flavor <= 74. So, the proposed electronic tongue could be used as a practical, fast, low-cost and green tool for beverage's healthy and sensory evaluation. (C) 2014 Elsevier B.V. All rights reserved.
引用
收藏
页码:32 / 42
页数:11
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