{"title":"Detection of urea adulteration in packaged milk samples using spatially-offset Raman spectroscopy","authors":"Anita Dalal , Hemant Krishna , Khan Mohammad Khan , Nitin Kumar , Charu Chourasia , Khageswar Sahu , Srinibas Satapathy , Shovan K. Majumder","doi":"10.1016/j.idairyj.2025.106307","DOIUrl":null,"url":null,"abstract":"<div><div>Urea adulteration in milk is very rampant worldwide and its consumption can cause serious health hazards. Raman spectroscopy, because of its molecular-specificity, is a powerful analytical tool for biochemical assessment of the urea content in unpackaged milk samples. However, milk is commonly sold in packaged form. Hence, we report the development of a depth sensitive technique “inverse spatially-offset Raman spectroscopy” in combination with a multivariate statistical algorithm for the quantification of the urea adulteration in packaged milk samples. Limit of detection (LOD) and limit of quantification (LOQ) values were found to be 0.22 g/L and 0.67 g/L respectively. Hence, the method suitably detects all urea concentrations above the permissible limit of 0.70 g/L. For example, sample with urea concentration 0.75 g/L, have low Percentage Absolute Error (PAE) of ∼6 %, indicating that the urea concentration can be predicted with a high accuracy of ∼94 % using the developed technique. Further, the prediction accuracy follows an inverse relationship with the thickness of packaging material. The developed technique demonstrates quantification of urea in packaged milk samples, thereby advocating its potential for <em>in-situ</em> monitoring of urea adulteration in a milk production and packaging facility, as well as in the local vending outlets.</div></div>","PeriodicalId":13854,"journal":{"name":"International Dairy Journal","volume":"168 ","pages":"Article 106307"},"PeriodicalIF":3.1000,"publicationDate":"2025-05-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"International Dairy Journal","FirstCategoryId":"97","ListUrlMain":"https://www.sciencedirect.com/science/article/pii/S0958694625001268","RegionNum":3,"RegionCategory":"农林科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q2","JCRName":"FOOD SCIENCE & TECHNOLOGY","Score":null,"Total":0}
引用次数: 0
Abstract
Urea adulteration in milk is very rampant worldwide and its consumption can cause serious health hazards. Raman spectroscopy, because of its molecular-specificity, is a powerful analytical tool for biochemical assessment of the urea content in unpackaged milk samples. However, milk is commonly sold in packaged form. Hence, we report the development of a depth sensitive technique “inverse spatially-offset Raman spectroscopy” in combination with a multivariate statistical algorithm for the quantification of the urea adulteration in packaged milk samples. Limit of detection (LOD) and limit of quantification (LOQ) values were found to be 0.22 g/L and 0.67 g/L respectively. Hence, the method suitably detects all urea concentrations above the permissible limit of 0.70 g/L. For example, sample with urea concentration 0.75 g/L, have low Percentage Absolute Error (PAE) of ∼6 %, indicating that the urea concentration can be predicted with a high accuracy of ∼94 % using the developed technique. Further, the prediction accuracy follows an inverse relationship with the thickness of packaging material. The developed technique demonstrates quantification of urea in packaged milk samples, thereby advocating its potential for in-situ monitoring of urea adulteration in a milk production and packaging facility, as well as in the local vending outlets.
期刊介绍:
The International Dairy Journal publishes significant advancements in dairy science and technology in the form of research articles and critical reviews that are of relevance to the broader international dairy community. Within this scope, research on the science and technology of milk and dairy products and the nutritional and health aspects of dairy foods are included; the journal pays particular attention to applied research and its interface with the dairy industry.
The journal''s coverage includes the following, where directly applicable to dairy science and technology:
• Chemistry and physico-chemical properties of milk constituents
• Microbiology, food safety, enzymology, biotechnology
• Processing and engineering
• Emulsion science, food structure, and texture
• Raw material quality and effect on relevant products
• Flavour and off-flavour development
• Technological functionality and applications of dairy ingredients
• Sensory and consumer sciences
• Nutrition and substantiation of human health implications of milk components or dairy products
International Dairy Journal does not publish papers related to milk production, animal health and other aspects of on-farm milk production unless there is a clear relationship to dairy technology, human health or final product quality.