ArticleJournal of food and drug analysis2019
Raman spectroscopy coupled with chemometric methods for the discrimination of foreign fats and oils in cream and yogurt.
Article in Journal of food and drug analysis, 2019. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 12 papers.
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Who cites it
12 citing papers in PubMed.
- Bioactive Component Screening and Mechanistic Study of the Anti-Diabetic Activity ofCurrent issues in molecular biology · 2025Article
- Technology for the Quantitative Identification of Dairy Products Based on Raman Spectroscopy, Chemometrics, and Machine Learning.Molecules (Basel, Switzerland) · 2025Review
- Enhancement of yogurt functionality by addingFood science & nutrition · 2024Article
- Rapid analysis technologies with chemometrics for food authenticity field: A review.Current research in food science · 2024Review
- FTIR-PCA Approach on Raw and Thermally Processed Chicken Lipids Stabilized by Nano-Encapsulation in β-Cyclodextrin.Foods (Basel, Switzerland) · 2022Article
- Optimizing Procedures of Ultrasound-Assisted Extraction of Waste Orange Peels by Response Surface Methodology.Molecules (Basel, Switzerland) · 2022Article
- Spectroscopic techniques for authentication of animal origin foods.Frontiers in nutrition · 2022Review
- Raman Study on Lipid Droplets in Hepatic Cells Co-Cultured with Fatty Acids.International journal of molecular sciences · 2021Article
- The statistical fusion identification of dairy products based on extracted Raman spectroscopy.RSC advances · 2020Article
- Fraud in Animal Origin Food Products: Advances in Emerging Spectroscopic Detection Methods over the Past Five Years.Foods (Basel, Switzerland) · 2020Review
- A rapid method for detection adulteration in goat milk by using vibrational spectroscopy in combination with chemometric methodJournal of food science and technology · 2020Article
- The chemical aspects of Raman spectroscopy: Statistical structure-spectrum relationship in the analyses of bioflavonoids.Journal of food and drug analysis · 2020Article
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4 authors.
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Abstract
The adulteration of milk fat in dairy products with cheaper non-milk based fats or oils is frequently encountered in the dairy industry. In this study, Raman spectroscopy with chemometric was used for the discrimination of foreign fats and oils in milk cream and yogurt. Firstly, binary mixtures of cream and oils (corn and sunflower oil), and vegetable fat blends which are potentially or currently used by the dairy industry were prepared. All fat or oil samples and their binary mixtures were examined by using Raman spectroscopy. Then, fat content of skim milk was adjusted to 3% (w/w) by the milk fat, external oils or fats, and binary mixtures, and was used in yogurt production. The lipid fraction of yogurt was extracted and characterized by Raman spectroscopy. The spectral data were then pre-processed and principal component analysis (PCA) was performed. Raman spectral data showed successful discrimination for about the source of the fats or oils. Temperature effect was also studied at six different temperatures (25, 30, 40, 50, 60 and 70 °C) in order to obtain the best spectral information. Raman spectra collected at higher temperatures were more intense. Obtained results showed that the performance of Raman spectroscopy with PCA was very promising and can be expected to provide a simple and quick way for the discrimination of foreign fats and oils in both milk cream and yogurt. Fermentation and yogurt processing affected clustering of fat samples by PCA, probably depending on some lipolysis or production of new products that can affect the Raman scattering. However, those changes did not affect differentiation of samples by Raman spectroscopy.
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