Application of chemometrics based on digital image analysis for simultaneous determination of tartrazine and sunset yellow in food samples

IF 8.5 1区 农林科学 Q1 CHEMISTRY, APPLIED Food Chemistry Pub Date : 2024-12-24 DOI:10.1016/j.foodchem.2024.142619
Seyyedeh Fatemeh Hosseini, Tahereh Heidari, Ameneh Zendegi-Shiraz, Majid Ameri
{"title":"Application of chemometrics based on digital image analysis for simultaneous determination of tartrazine and sunset yellow in food samples","authors":"Seyyedeh Fatemeh Hosseini, Tahereh Heidari, Ameneh Zendegi-Shiraz, Majid Ameri","doi":"10.1016/j.foodchem.2024.142619","DOIUrl":null,"url":null,"abstract":"Azo dyes, such as tartrazine and sunset yellow, are widely used as affordable and stable food colorants. Accurate quantification is crucial in foods for regulatory monitoring to ensure compliance with safety standards and minimize health risks. This study developed a low-cost and eco-friendly method using digital images and chemometrics for the simultaneous determination of these dyes in food samples. The best prediction results were achieved by applying partial least squares regression to RGB + Grayscale+HSI color histograms, with R<sup>2</sup> of 0.9977, 0.9989, RMSEP of 0.21, 0.10 mg/L and REP of 1.6, 1.0 % for tartrazine and sunset yellow, respectively. The method was successfully applied for determination of tartrazine and sunset yellow in soft drink samples, producing results comparable to those obtained from the HPLC method. This innovative approach provides a practical and reliable alternative for monitoring the dye concentrations, supporting both food manufacturers and health authorities in ensuring compliance with safety standards.","PeriodicalId":318,"journal":{"name":"Food Chemistry","volume":"25 1","pages":""},"PeriodicalIF":8.5000,"publicationDate":"2024-12-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Food Chemistry","FirstCategoryId":"97","ListUrlMain":"https://doi.org/10.1016/j.foodchem.2024.142619","RegionNum":1,"RegionCategory":"农林科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"CHEMISTRY, APPLIED","Score":null,"Total":0}
引用次数: 0

Abstract

Azo dyes, such as tartrazine and sunset yellow, are widely used as affordable and stable food colorants. Accurate quantification is crucial in foods for regulatory monitoring to ensure compliance with safety standards and minimize health risks. This study developed a low-cost and eco-friendly method using digital images and chemometrics for the simultaneous determination of these dyes in food samples. The best prediction results were achieved by applying partial least squares regression to RGB + Grayscale+HSI color histograms, with R2 of 0.9977, 0.9989, RMSEP of 0.21, 0.10 mg/L and REP of 1.6, 1.0 % for tartrazine and sunset yellow, respectively. The method was successfully applied for determination of tartrazine and sunset yellow in soft drink samples, producing results comparable to those obtained from the HPLC method. This innovative approach provides a practical and reliable alternative for monitoring the dye concentrations, supporting both food manufacturers and health authorities in ensuring compliance with safety standards.

Abstract Image

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
基于数字图像分析的化学计量学在食品样品中酒黄石和日落黄同时测定中的应用
偶氮染料,如酒黄石和日落黄,被广泛用作价格合理且稳定的食用色素。准确的定量对食品的监管监测至关重要,以确保符合安全标准并将健康风险降至最低。本研究开发了一种低成本和环保的方法,利用数字图像和化学计量学同时测定食品样品中的这些染料。采用偏最小二乘法对RGB + 灰度+HSI颜色直方图进行预测,得到最佳预测结果,酒黄石和日落黄的R2分别为0.9977、0.9989,RMSEP分别为0.21、0.10 mg/L, REP分别为1.6、1.0 %。该方法成功地应用于软饮料样品中酒黄石和日落黄的测定,结果与HPLC法相当。这种创新方法为监测染料浓度提供了一种实用可靠的替代方法,支持食品制造商和卫生当局确保符合安全标准。
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
Food Chemistry
Food Chemistry 工程技术-食品科技
CiteScore
16.30
自引率
10.20%
发文量
3130
审稿时长
122 days
期刊介绍: Food Chemistry publishes original research papers dealing with the advancement of the chemistry and biochemistry of foods or the analytical methods/ approach used. All papers should focus on the novelty of the research carried out.
期刊最新文献
Magnetic beads-based double-stranded DNA fluorescent aptasensor biosensor for deoxynivalenol detection Comprehensive multiomics analysis reveals the effects of French fries and chicken breast meat on the oxidative degradation of lipids in soybean oil during deep-frying Ultrasound and freezing pretreatment as effective solutions for convective drying of BRS vitória grape Widely targeted metabolomics analysis flavonoids metabolites in different purple teas Use of magnetic ionic liquid for selective extraction of proline from wine and honey samples
×
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