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Boukria O, El Hadrami EM, Sultanova S, Safarov J, Leriche F, Aït-Kaddour A. 2D-Cross Correlation Spectroscopy Coupled with Molecular Fluorescence Spectroscopy for Analysis of Molecular Structure Modification of Camel Milk and Cow Milk Mixtures during Coagulation. Foods 2020; 9:E724. [PMID: 32498410 PMCID: PMC7353533 DOI: 10.3390/foods9060724] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/02/2020] [Revised: 05/21/2020] [Accepted: 05/27/2020] [Indexed: 02/03/2023] Open
Abstract
Synchronous fluorescence spectroscopy (SFS) coupled with two-dimensional correlation spectroscopy (2DCOS) was employed to monitor, at the molecular level, the coagulation of five mixture ratios of camel's milk (CaM) and cow's milk (CM) (100% CaM, 75% CaM:25% CM, 50% CaM:50% CM, 25% CaM:75% CM and 100% CM). The dissimilarities among the different formulations are highlighted on the synchronous 2DCOS-SFS. In addition, according to the cross-peak symbols in synchronous and asynchronous spectra, the rate of response modification in riboflavin, protein and vitamin A matched with common coagulation phenomena usually reported during chymosin coagulation (hydrolysis of κ-casein, destabilization of casein micelles and aggregation). This study demonstrated that 2DCOS-SFS is a successful strategy to discriminate milk mixtures and to monitor molecular structure modifications during coagulation process.
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Affiliation(s)
- Oumayma Boukria
- Applied Organic Chemistry Laboratory, Sciences and Techniques Faculty, Sidi Mohamed Ben Abedallah University, Route d’Immouzer, Fès BP 2202, Morocco; (O.B.); (E.M.E.H.)
| | - El Mestafa El Hadrami
- Applied Organic Chemistry Laboratory, Sciences and Techniques Faculty, Sidi Mohamed Ben Abedallah University, Route d’Immouzer, Fès BP 2202, Morocco; (O.B.); (E.M.E.H.)
| | - Shaxnoza Sultanova
- Department of Food Engineering, Faculty of Mechanical Building, Tashkent State Technical University Named after Islam Karimov, University str. 2, Tashkent 100095, Uzbekistan; (S.S.); (J.S.)
| | - Jasur Safarov
- Department of Food Engineering, Faculty of Mechanical Building, Tashkent State Technical University Named after Islam Karimov, University str. 2, Tashkent 100095, Uzbekistan; (S.S.); (J.S.)
| | - Françoise Leriche
- Université Clermont-Auvergne, INRAE, VetAgro Sup, 63370 Lempdes, France;
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Developments of nondestructive techniques for evaluating quality attributes of cheeses: A review. Trends Food Sci Technol 2019. [DOI: 10.1016/j.tifs.2019.04.013] [Citation(s) in RCA: 37] [Impact Index Per Article: 6.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/18/2022]
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Bord C, Guerinon D, Lebecque A. Application of two sensory methods to investigate the impact of heating on the flavor perception of a French blue cheese. J SENS STUD 2019. [DOI: 10.1111/joss.12509] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/20/2023]
Affiliation(s)
- Cécile Bord
- Université Clermont Auvergne, INRA, VetAgro Sup, UMRF Aurillac France
| | - Delphine Guerinon
- Université Clermont Auvergne, INRA, VetAgro Sup, UMRF Aurillac France
| | - Annick Lebecque
- Université Clermont Auvergne, INRA, VetAgro Sup, UMRF Aurillac France
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Panikuttira B, O'Shea N, Tobin JT, Tiwari BK, O'Donnell CP. Process analytical technology for cheese manufacture. Int J Food Sci Technol 2018. [DOI: 10.1111/ijfs.13806] [Citation(s) in RCA: 19] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Affiliation(s)
- Bhavya Panikuttira
- School of Biosystems and Food Engineering; University College Dublin; Belfield D4 Dublin Ireland
| | - Norah O'Shea
- Food Chemistry and Technology Department; Teagasc Food Research Centre; Moorepark, Fermoy Co.Cork Ireland
| | - John T. Tobin
- Food Chemistry and Technology Department; Teagasc Food Research Centre; Moorepark, Fermoy Co.Cork Ireland
| | - Brijesh K. Tiwari
- Food Chemistry and Technology Department; Teagasc Food Research Centre; Ashtown D15 Dublin Ireland
| | - Colm P. O'Donnell
- School of Biosystems and Food Engineering; University College Dublin; Belfield D4 Dublin Ireland
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Loudiyi M, Aït-Kaddour A. Evaluation of the effect of salts on chemical, structural, textural, sensory and heating properties of cheese: Contribution of conventional methods and spectral ones. Crit Rev Food Sci Nutr 2018; 59:2442-2457. [DOI: 10.1080/10408398.2018.1455637] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/05/2023]
Affiliation(s)
- M. Loudiyi
- Université Clermont Auvergne, VetAgro Sup, Lempdes, France
- Université Clermont Auvergne, INRA, VetAgro Sup, UMR sur le Fromage, UMRF, Aurillac, France
| | - A. Aït-Kaddour
- Université Clermont Auvergne, VetAgro Sup, Lempdes, France
- Université Clermont Auvergne, INRA, VetAgro Sup, UMR sur le Fromage, UMRF, Aurillac, France
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Aït-Kaddour A, Loudiyi M, Ferlay A, Gruffat D. Performance of fluorescence spectroscopy for beef meat authentication: Effect of excitation mode and discriminant algorithms. Meat Sci 2017; 137:58-66. [PMID: 29154219 DOI: 10.1016/j.meatsci.2017.11.002] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/07/2016] [Revised: 07/12/2017] [Accepted: 11/01/2017] [Indexed: 10/18/2022]
Abstract
This study evaluated the performance of classical front face (FFFS) and synchronous (SFS) fluorescence spectroscopy combined with Partial Least Square Discriminant Analysis (PLSDA), Support Vector Machine associated with PLS (PLS-SVM) and Principal Components Analysis (PCA-SVM) to discriminate three beef muscles (Longissimus thoracis, Rectus abdominis and Semitendinosus). For the FFFS, 5 excitation wavelengths were investigated, while 6 offsets were studied for SFS. Globally, the results showed a good discrimination between muscles with Recall and Precision between 47.82 and 94.34% and Error ranging from 6.03 to 32.39%. For the FFFS, the PLS-SVM with the 382nm excitation wavelength gave the best discrimination results (Recall, Precision and Error of 94.34%, 89.53% and 6.03% respectively). For SFS, when performing discrimination of the three muscles, the 120nm offset gave the highest Recall and Precision (from 57.66% to 94.99%) and the lowest Error values (from 6.78 to 8.66%) whatever the algorithm (PLSDA, PLS-SVM and PCA-SVM).
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Affiliation(s)
- A Aït-Kaddour
- Université Clermont Auvergne, VetAgro Sup, 63370 Lempdes, France; Université Clermont Auvergne, INRA, VetAgro Sup, UMR sur le Fromage, UMRF, 15000 Aurillac, France.
| | - M Loudiyi
- Université Clermont Auvergne, VetAgro Sup, 63370 Lempdes, France
| | - A Ferlay
- INRA, UMR Herbivores, Research Centre Auvergne-Rhône-Alpes, 63122 Saint-Genès-Champanelle, France; Clermont University, VetAgro Sup, UMR Herbivores, Clermont-Ferrand, France
| | - D Gruffat
- INRA, UMR Herbivores, Research Centre Auvergne-Rhône-Alpes, 63122 Saint-Genès-Champanelle, France; Clermont University, VetAgro Sup, UMR Herbivores, Clermont-Ferrand, France
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7
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Contribution of fluorescence spectroscopy and independent components analysis to the evaluation of NaCl and KCl effects on molecular-structure and fat melting temperatures of Cantal-type cheese. Int Dairy J 2017. [DOI: 10.1016/j.idairyj.2017.05.004] [Citation(s) in RCA: 17] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/19/2022]
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Bord C, Guerinon D, Lebecque A. Heated or raw Blue cheeses: what are the drivers influencing consumer preferences? Int J Food Sci Technol 2017. [DOI: 10.1111/ijfs.13466] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/27/2022]
Affiliation(s)
- Cécile Bord
- VetAgro Sup; 89 avenue de l'Europe Lempdes F-63370 France
- Université Clermont Auvergne; INRA, UMRF; Aurillac F-15000 France
| | | | - Annick Lebecque
- VetAgro Sup; 89 avenue de l'Europe Lempdes F-63370 France
- Université Clermont Auvergne; INRA, UMRF; Aurillac F-15000 France
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Methodologies for the Characterization of the Quality of Dairy Products. ADVANCES IN FOOD AND NUTRITION RESEARCH 2017; 82:237-275. [PMID: 28427534 DOI: 10.1016/bs.afnr.2016.12.007] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/17/2023]
Abstract
The growing interest of consumers in food quality and safety issues has contributed to the increasing demand for sensitive and rapid analytical technologies. Physicochemical, textural, sensory, etc., methods have been used to evaluate the quality and authenticity of milk and dairy products. Despite the importance of these standard methods, they are expensive and time consuming. Recently, spectroscopic methods have shown great potential due to speed of analysis, minimal sample preparation, high repeatability, low cost, and, most of all, the fact that these techniques are noninvasive and nondestructive and, therefore, could be applied to any on-line monitoring system. This chapter gave examples of the application of the most commonly traditional methods for the determination of the quality of milk and dairy products. A special focus is devoted to the use of infrared and fluorescence spectroscopies for the evaluation of the quality of dairy products.
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Gore E, Mardon J, Guerinon D, Lebecque A. Exploratory study of acid-forming potential of commercial cheeses: impact of cheese type. Int J Food Sci Nutr 2016; 67:412-21. [DOI: 10.3109/09637486.2016.1166188] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/15/2023]
Affiliation(s)
- Ecaterina Gore
- VetAgro Sup – Campus agronomique de Clermont, CALITYSS, Europe Avenue, BP-35, Lempdes, France
| | - Julie Mardon
- VetAgro Sup – Campus agronomique de Clermont, CALITYSS, Europe Avenue, BP-35, Lempdes, France
| | - Delphine Guerinon
- VetAgro Sup – Campus agronomique de Clermont, CALITYSS, Europe Avenue, BP-35, Lempdes, France
| | - Annick Lebecque
- VetAgro Sup – Campus agronomique de Clermont, CALITYSS, Europe Avenue, BP-35, Lempdes, France
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Kamal M, Karoui R. Analytical methods coupled with chemometric tools for determining the authenticity and detecting the adulteration of dairy products: A review. Trends Food Sci Technol 2015. [DOI: 10.1016/j.tifs.2015.07.007] [Citation(s) in RCA: 133] [Impact Index Per Article: 13.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/12/2022]
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Di Anibal CV, Rodríguez MS, Albertengo L. Synchronous fluorescence and multivariate classification analysis as a screening tool for determining Sudan I dye in culinary spices. Food Control 2015. [DOI: 10.1016/j.foodcont.2015.03.010] [Citation(s) in RCA: 23] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/01/2022]
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Jacquot S, Karoui R, Abbas K, Lebecque A, Bord C, Aït-Kaddour A. Potential of Multispectral Imager to Characterize Anisotropic French PDO Cheeses: A Feasibility Study. INTERNATIONAL JOURNAL OF FOOD PROPERTIES 2014. [DOI: 10.1080/10942912.2013.828746] [Citation(s) in RCA: 10] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 10/25/2022]
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