开发用于评估运动乳清蛋白补充剂真实性的非破坏性方法。

IF 2.3 3区 农林科学 Q2 CHEMISTRY, APPLIED Food Additives and Contaminants Part A-chemistry Analysis Control Exposure & Risk Assessment Pub Date : 2024-04-01 Epub Date: 2024-02-06 DOI:10.1080/19440049.2024.2311218
Hanieh Nobari Moghaddam, Zahra Tamiji, Mohsen Amini, Mohammad Reza Khoshayand, Farzad Kobarfrad, Naficeh Sadeghi, Mannan Hajimahmoodi
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引用次数: 0

摘要

在运动补充剂类别中,乳清蛋白粉是用于增肌的流行补充剂之一。因此,验证运动补充剂是否为真品已成为普遍关注的问题。这项工作旨在提出振动光谱法,包括近红外(NIR)和红外(IR),作为快速、非破坏性的检测工具,用于检测和量化乳清蛋白补充剂中的麦芽糊精、奶粉和乳清粉。最初,对数据采用主成分分析进行模式识别,结果显示出精细的辨别模式。部分最小平方判别分析(PLS-DA)和 K-近邻(KNN)被用作监督分类建模方法。这一过程是为了回答两个重要问题:样品是否掺假以及掺假的种类。根据模型的优点,PLS-DA 的分类结果优于 KNN。在预处理光谱上采用了部分最小二乘法回归(PLSR)来量化运动乳清补充剂中的掺假量。最终,振动光谱法似乎可以作为一种简单、低成本的分析方法,用于检测和量化乳清蛋白补充剂中的掺假物质。
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Development of non-destructive methods for the assessment of authenticity of sports whey protein supplements.

In the category of sports supplements, whey protein powder is one of the popular supplements for muscle building applications. Therefore, verification of the sport supplements as authentic products has become a universal concern. This work aimed to propose vibrational spectroscopy including near infrared (NIR) and infrared (IR) as rapid and non-destructive testing tools for the detection and quantification of maltodextrin, milk powder and milk whey powder in whey protein supplements. Initially, principal component analysis was applied to data for pattern recognition and the results displayed a fine pattern of discrimination. Partial least square discrimination analysis (PLS-DA) and K-nearest neighbours (KNN) were exploited as supervised method modelling classification. This process was done in order to respond to two vital questions whether the sample is adulterated or not and what is the kind of adulteration. PLS-DA showed better classification results rather than KNN according to the figure of merits of the model. Partial least square regression (PLSR) was employed on pre-treated spectra to quantify the amount of adulteration in sport whey supplements. Eventually, it seems vibrational spectroscopy could be implemented as a simple, and low-cost analysis method for the detection and quantification of mentioned adulterants in whey protein supplements.

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来源期刊
CiteScore
7.40
自引率
6.90%
发文量
136
审稿时长
3 months
期刊介绍: Food Additives & Contaminants: Part A publishes original research papers and critical reviews covering analytical methodology, occurrence, persistence, safety evaluation, detoxification and regulatory control of natural and man-made additives and contaminants in the food and animal feed chain. Papers are published in the areas of food additives including flavourings, pesticide and veterinary drug residues, environmental contaminants, plant toxins, mycotoxins, marine biotoxins, trace elements, migration from food packaging, food process contaminants, adulteration, authenticity and allergenicity of foods. Papers are published on animal feed where residues and contaminants can give rise to food safety concerns. Contributions cover chemistry, biochemistry and bioavailability of these substances, factors affecting levels during production, processing, packaging and storage; the development of novel foods and processes; exposure and risk assessment.
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