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Through-package fat determination in commercial Samples of mayonnaise and salad dressing using time-domain nuclear magnetic resonance spectroscopy and chemometrics

机译:使用时域核磁共振波谱和化学计量学对蛋黄酱和色拉调味品的商业样品中的包装中脂肪进行测定

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摘要

Although fat is an essential component in the human diet, the consumption of food with high fat content has been the major cause of obesity. Here we are demonstrating that time-domain nuclear magnetic resonance (TD-NMR) decays, obtained by Carr-Purcell-Meiboom-Gill (CPMG) pulse sequence, can be used to predict the total fat content in sealed packages of commercial food emulsions, such as mayonnaise and salad dressing that may contain more than 50% of fat. The PLS model of the CPMG decays shows high linear correlation (>0.9) and low root mean square errors (RMSE) for cross-validation and validation data. Therefore, this procedure can be used to predict the total fat content in food emulsion after packaging, to detect problems in the manufacturing process or fraud. In addition, the TD-NMR instrument and the proposed methods can also be adapted for using at the end of the food chain (store) to measure the fat content in consumer packaged goods. (C) 2014 Elsevier Ltd. All rights reserved.
机译:尽管脂肪是人类饮食中必不可少的成分,但食用脂肪含量高的食物已成为肥胖的主要原因。在这里,我们证明了通过Carr-Purcell-Meiboom-Gill(CPMG)脉冲序列获得的时域核磁共振(TD-NMR)衰减可用于预测商业食品乳液密封包装中的总脂肪含量,例如蛋黄酱和色拉调味品中可能含有超过50%的脂肪。对于交叉验证和验证数据,CPMG衰减的PLS模型显示出较高的线性相关性(> 0.9)和较低的均方根误差(RMSE)。因此,此程序可用于预测包装后食品乳液中的总脂肪含量,以检测制造过程中的问题或欺诈行为。此外,TD-NMR仪器和提出的方法也可以适用于在食物链(商店)的末端使用以测量消费包装商品中的脂肪含量。 (C)2014 Elsevier Ltd.保留所有权利。

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