用红外光谱和化学计量数据分析测定婴儿配方奶粉中的磷脂

IF 1.5 4区 化学 Q4 CHEMISTRY, ANALYTICAL
K. T. Aitalieva, N. A. Burmistrova, Yu. B. Monakhova
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引用次数: 0

摘要

婴儿配方奶粉是在任何原因都不能母乳喂养的情况下,新生儿母乳的替代品。本研究探讨了振动光谱法,即近红外光谱法(NIR)和中红外衰减全反射红外光谱法(ATR-IR)测定婴儿营养品中磷脂的方法。采用化学计量学方法对光谱数据进行处理,包括主成分分析(PCA)和偏最小二乘回归(PLS)。主成分分析显示样品聚类成组根据他们的磷脂含量。利用基于ATR-IR和NIR光谱的PLS模型,可以以足够的精度确定主要种类的磷脂,包括磷脂酰胆碱、磷脂酰乙醇胺和鞘磷脂,以及总磷含量(ATR-IR和NIR数据的测定系数R2分别大于0.94和0.96;两种方法的均方预测误差均小于0.14%)。光谱学方法与化学计量学方法相结合,是婴幼儿营养品质量控制的有效手段。
本文章由计算机程序翻译,如有差异,请以英文原文为准。

Determination of Phospholipids in Infant Formula Using Infrared Spectroscopy and Chemometric Data Analysis

Determination of Phospholipids in Infant Formula Using Infrared Spectroscopy and Chemometric Data Analysis

Infant formula is an alternative to breast milk for newborns when breastfeeding is not possible for any reason. This study examines vibrational spectroscopic methods, namely near-infrared spectroscopy (NIR) and attenuated total reflectance infrared spectroscopy (ATR-IR) in the mid-infrared region, for the determination of phospholipids in infant nutrition products. Chemometric methods were applied for processing the spectroscopic data, including principal component analysis (PCA) and partial least squares regression (PLS). PCA demonstrated clustering of samples into groups according to their phospholipid content. Using PLS models based on ATR-IR and NIR spectra, it is possible to determine major classes of phospholipids with sufficient accuracy, including phosphatidylcholine, phosphatidylethanolamine, and sphingomyelin, as well as total phosphorus content (coefficients of determination R2 greater than 0.94 and 0.96 for ATR-IR and NIR data, respectively; mean squared prediction error less than 0.14% for both methods). Spectroscopic methods combined with chemometric approaches represent an effective tool for quality control of infant nutrition products.

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来源期刊
Journal of Analytical Chemistry
Journal of Analytical Chemistry 化学-分析化学
CiteScore
2.10
自引率
9.10%
发文量
146
审稿时长
13 months
期刊介绍: The Journal of Analytical Chemistry is an international peer reviewed journal that covers theoretical and applied aspects of analytical chemistry; it informs the reader about new achievements in analytical methods, instruments and reagents. Ample space is devoted to problems arising in the analysis of vital media such as water and air. Consideration is given to the detection and determination of metal ions, anions, and various organic substances. The journal welcomes manuscripts from all countries in the English or Russian language.
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