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紧凑型低场 NMR 光谱学及其化学计量学在食用油分析中的应用。

Compact low-field NMR spectroscopy and chemometrics applied to the analysis of edible oils.

机构信息

Departamento de Química, Universidade Estadual de Londrina, 86.057-970 Londrina, Brazil.

Programa de Pós-Graduação em Tecnologia de Alimentos, Universidade Tecnológica Federal do Paraná, Câmpus - Campo Mourão, 87.301 899 Campo Mourão, Brazil.

出版信息

Food Chem. 2021 Dec 15;365:130476. doi: 10.1016/j.foodchem.2021.130476. Epub 2021 Jun 27.

Abstract

Compact nuclear magnetic resonance (NMR) spectroscopy combined with chemometric tools opens new perspectives for NMR use. This work compares the potential of 43, 60 and 400 MHz NMR spectroscopy for quality control of edible oils. Partial least squares regression (PLSR) and support vector regression (SVR) models built on the three NMR devices had equivalent performances for fatty acids and iodine value, and the models built with the low field spectra were equivalent to the high field. Moreover, performances for calibration indicated that most of the models built with medium/or high-resolution fields presented reproducibility values lower than the minimum accepted by the American Oil Chemists' Society (AOCS). Compared to classical methods, this new approach allows the application of medium resolution devices as a sample screening tool in analytical laboratories since it allows the spectrum obtention in a few seconds, without the need for sample preparation or the use of deuterated solvents.

摘要

紧凑型核磁共振(NMR)光谱结合化学计量学工具为 NMR 的应用开辟了新的前景。本工作比较了 43、60 和 400 MHz NMR 光谱在食用油质量控制方面的潜力。基于这三种 NMR 仪器建立的偏最小二乘回归(PLSR)和支持向量回归(SVR)模型在脂肪酸和碘值方面具有等效性能,而用低场光谱建立的模型与高场光谱相当。此外,校准性能表明,用中/高分辨率磁场建立的大多数模型的重现性值低于美国油化学家协会(AOCS)认可的最低值。与经典方法相比,这种新方法允许在分析实验室中应用中分辨率设备作为样品筛选工具,因为它允许在几秒钟内获得光谱,而无需样品制备或使用氘代溶剂。

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