Development of non-destructive methods for the assessment of authenticity of sports whey protein supplements.

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
{"title":"Development of non-destructive methods for the assessment of authenticity of sports whey protein supplements.","authors":"Hanieh Nobari Moghaddam, Zahra Tamiji, Mohsen Amini, Mohammad Reza Khoshayand, Farzad Kobarfrad, Naficeh Sadeghi, Mannan Hajimahmoodi","doi":"10.1080/19440049.2024.2311218","DOIUrl":null,"url":null,"abstract":"<p><p>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.</p>","PeriodicalId":12295,"journal":{"name":"Food Additives and Contaminants Part A-chemistry Analysis Control Exposure & Risk Assessment","volume":" ","pages":"339-351"},"PeriodicalIF":2.3000,"publicationDate":"2024-04-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Food Additives and Contaminants Part A-chemistry Analysis Control Exposure & Risk Assessment","FirstCategoryId":"97","ListUrlMain":"https://doi.org/10.1080/19440049.2024.2311218","RegionNum":3,"RegionCategory":"农林科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"2024/2/6 0:00:00","PubModel":"Epub","JCR":"Q2","JCRName":"CHEMISTRY, APPLIED","Score":null,"Total":0}
引用次数: 0

Abstract

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.

查看原文
分享 分享
微信好友 朋友圈 QQ好友 复制链接
本刊更多论文
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。
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。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
求助全文
约1分钟内获得全文 去求助
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.
期刊最新文献
Analysis of PFAS and further VOC from fluoropolymer-coated cookware by thermal desorption-gas chromatography-mass spectrometry (TD-GC-MS). Biomonitoring and determinants of mycotoxin exposures from pregnancy until post-lactation in HIV-infected and HIV-uninfected women from Harare, Zimbabwe. Antioxidant packaging films based upon starch-montmorillonite with forsythia flower extract: characterization and application. Element release from lead crystal ware and metallic hip flasks. The relationship between the deterioration of frying oil and the generation of hazards during frying.
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
现在去查看 取消
×
提示
确定
0
微信
客服QQ
Book学术公众号 扫码关注我们
反馈
×
意见反馈
请填写您的意见或建议
请填写您的手机或邮箱
已复制链接
已复制链接
快去分享给好友吧!
我知道了
×
扫码分享
扫码分享
Book学术官方微信
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术
文献互助 智能选刊 最新文献 互助须知 联系我们:info@booksci.cn
Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。
Copyright © 2023 Book学术 All rights reserved.
ghs 京公网安备 11010802042870号 京ICP备2023020795号-1