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Castanheira Neia VJ, Landi Masquio DC, Claudino PA, Duso P, Tadano DK, Bolognese MA, Magalhães de Souza P, Santos OO, Visentainer JV, Molin Netto BD. Lipid profile and cost of enteral nutrition formula with addition of fish oil used in a public hospital. Clin Nutr ESPEN 2023; 57:288-296. [PMID: 37739670 DOI: 10.1016/j.clnesp.2023.06.007] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/09/2022] [Revised: 04/26/2023] [Accepted: 06/07/2023] [Indexed: 09/24/2023]
Abstract
BACKGROUND & AIMS The present study evaluated the lipid profile of enteral nutrition formulas with added fish oil used in a public hospital, with an emphasis on the fatty acid (FA) composition. METHODS FA composition was determined using gas chromatography coupled to a flame ionization detector (GC-FID). Nine enteral nutrition formulas were evaluated and the results obtained were compared with those reported on the formulas labels. RESULTS The sample with the highest percentage of added fish oil according to the label information had the lowest total amounts of eicosapentaenoic acid and docosahexaenoic acid (EPA + DHA) (p < 0.05). In the evaluation of the total amount of polyunsaturated fatty acids/saturated fatty acids (ΣPUFA/ΣSFA) ratio, five samples were not within the values recommended by Brazilan and international health regulatory agencies. Regarding the n-6/n-3 fatty acids ratio, five samples showed values higher than the recommended ratio. It was observed that EPA + DHA content was positively correlated with the cost of the diet. Importantly, we also found that there was a significant difference between the results of our analysis and the descriptions found on the labels for fatty acids n-6, n-3, EPA, DHA, SFA, PUFA and MUFA. CONCLUSIONS We conclude that the discrepancies for fatty acids between the values obtained in the analyses and the values reported on the labels highlight the need for more rigorous inspection when public hospitals purchase enteral nutrition formulas with added fish oil, since the administration of formulas with inadequate levels of FA in hospitalized patients can compromise clinical results during the hospitalization period.
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Affiliation(s)
- Vanessa Javera Castanheira Neia
- Food Science Graduate Program, Center of Agrarian Sciences, Universidade Estadual de Maringá (UEM), Colombo Avenue, 5790, 87020-900, Maringá, Parana, Brazil
| | | | - Paola Alves Claudino
- Postgraduate Program in Food and Nutrition, Department of Nutrition, Universidade Federal do Parana (UFPR), Lothario Meissner Ave., 632, Jardim Botanico Campus, 80210-170, Curitiba, Parana, Brazil
| | - Pamela Duso
- Nutritionist of the Multidisciplinary Nutritional Therapy Team, Clinical Hospital Complex, Universidade Federal do Paraná (UFPR), General Carneiro Street, 181, 80060-900, Curitiba, Paraná, Brazil
| | - Débora Kanegae Tadano
- Nutritionist of the Multidisciplinary Nutritional Therapy Team, Clinical Hospital Complex, Universidade Federal do Paraná (UFPR), General Carneiro Street, 181, 80060-900, Curitiba, Paraná, Brazil
| | - Marciele Alves Bolognese
- Food Science Graduate Program, Center of Agrarian Sciences, Universidade Estadual de Maringá (UEM), Colombo Avenue, 5790, 87020-900, Maringá, Parana, Brazil
| | - Patrícia Magalhães de Souza
- Department of Chemistry, Exact Science Center, Universidade Estadual de Maringá (UEM), Colombo Avenue, 5790, 87020-900, Maringá, Parana, Brazil
| | - Oscar Oliveira Santos
- Department of Chemistry, Exact Science Center, Universidade Estadual de Maringá (UEM), Colombo Avenue, 5790, 87020-900, Maringá, Parana, Brazil
| | - Jesuí Vergílio Visentainer
- Department of Chemistry, Exact Science Center, Universidade Estadual de Maringá (UEM), Colombo Avenue, 5790, 87020-900, Maringá, Parana, Brazil
| | - Bárbara Dal Molin Netto
- Postgraduate Program in Food and Nutrition, Department of Nutrition, Universidade Federal do Parana (UFPR), Lothario Meissner Ave., 632, Jardim Botanico Campus, 80210-170, Curitiba, Parana, Brazil.
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Grooms A, Nordmann AN, Badu-Tawiah AK. Plasma-Droplet Reaction Systems: A Direct Mass Spectrometry Approach for Enhanced Characterization of Lipids at Multiple Isomer Levels. ACS MEASUREMENT SCIENCE AU 2023; 3:32-44. [PMID: 36817012 PMCID: PMC9936802 DOI: 10.1021/acsmeasuresciau.2c00051] [Citation(s) in RCA: 6] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 07/27/2022] [Revised: 09/15/2022] [Accepted: 09/15/2022] [Indexed: 06/18/2023]
Abstract
Neutral triacylglyceride (TG) lipids are critical in cellular function, signaling, and energy storage. Multiple molecular pathways control TG structure via nonselective routes making them structurally complex and analytically challenging to characterize. The presence of C=C bond positional isomers exacerbates this challenge as complete structural elucidation is not possible by conventional tandem mass spectrometric methods such as collision-induced dissociation (CID), alone. Herein, we report a custom-made coaxial contained-electrospray ionization (ESI) emitter that allows the fusion of plasma discharge with charged microdroplets during electrospray (ES). Etched capillaries were incorporated into this contained-ES emitter, facilitating the generation of reactive oxygen species (ROS) at low (3 kV) ESI voltages and allowing stable ESI ion signal to be achieved at an unprecedented high (7 kV) spray voltage. The analytical utility of inducing plasma discharge during electrospray was investigated using online ionization of neutral TGs, in situ epoxidation of unsaturation sites, and C=C bond localization via conventional CID mass spectrometry. Collisional activation of the lipid epoxide generated during the online plasma-droplet fusion experiment resulted in a novel fragmentation pattern that showed a quadruplet of diagnostic ions for confident assignment of C=C bond positions and subsequent isomer differentiation. This phenomenon enabled the identification of a novel TG lipid, composed of conjugated linoleic acid, that is isomeric with two other TG lipids naturally found in extra virgin olive oil. To validate our findings, we analyzed various standards of TG lipids, including triolein, trilinolein, and trilinolenin, and isomeric mixtures in the positive-ion mode, each of which produced the expected quadruplet diagnostic fragment ions. Further validation was obtained by analyzing standards of free fatty acids expected from the hydrolysis of the TG lipids in the negative-ion mode, together with isomeric mixtures. The chemistry governing the gas-phase fragmentation of the lipid epoxides was carefully elucidated for each TG lipid analyzed. This comprehensive shotgun lipidomic approach has the potential to impact biomedical research since it can be accomplished on readily available mass spectrometers without the need for instrument modification.
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Santos PDS, Silva GAR, Senes CER, Cruz VHM, Pizzo JS, Visentainer JV, Santos OO. Evaluation of the Stability of Popular Oils for Fittura Through Analytical Techniques. JOURNAL OF CULINARY SCIENCE & TECHNOLOGY 2023. [DOI: 10.1080/15428052.2022.2119912] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/12/2023]
Affiliation(s)
| | | | | | - Victor H. M. Cruz
- Department of Chemistry, State University of Maringá, Maringá, Brazil
| | - Jessica S. Pizzo
- Department of Chemistry, State University of Maringá, Maringá, Brazil
| | | | - Oscar O. Santos
- Department of Chemistry, State University of Maringá, Maringá, Brazil
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4
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Pizzo JS, Cruz VHM, Manin LP, Santos PDS, Silva GR, Souza PM, Figueiredo AL, Santos OO, Visentainer JV. First report on quality and purity assessment of sweet almond oil in Brazilian body oils by gas chromatography and mass spectrometry. JOURNAL OF MASS SPECTROMETRY : JMS 2023; 58:e4900. [PMID: 36688359 DOI: 10.1002/jms.4900] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/07/2022] [Revised: 09/16/2022] [Accepted: 09/21/2022] [Indexed: 06/17/2023]
Abstract
Sweet almond oil is a raw material with high-added value used in different products. Then, the aim of this study is to evaluate the quality and purity of 10 body oils based on sweet almond oils currently available in the Brazilian market. Fatty acid composition and triacylglycerol (TAG) profile were determined by gas chromatography with flame ionization detector (GC-FID) and atmospheric solids analysis probe mass spectrometry (ASAP-MS), respectively. The authenticity of samples was assessed using an analytical curve equation. Soybean oil was chosen as the adulterant because it is the cheapest vegetable oil commercialized in Brazil. Hierarchical clustering analysis (HCA) in conjunction with ASAP-MS classified product samples according to the type of vegetable oil (soybean and sweet almond oils). The addition of soybean oil (8.79% to 99.70%) was confirmed in samples. However, only two samples stated in their label the presence of soybean oil as an ingredient. These findings highlight the need for better oversight by regulatory bodies to ensure that consumers acquire high quality and authentic products based on equally high quality and purity of sweet almond oils.
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Affiliation(s)
- Jessica S Pizzo
- Department of Chemistry, State University of Maringá (UEM), Maringá, Paraná, 87020-900, Brazil
| | - Victor H M Cruz
- Department of Chemistry, State University of Maringá (UEM), Maringá, Paraná, 87020-900, Brazil
| | - Luciana P Manin
- Post-Graduate Program in Food Science, State University of Maringá (UEM), Maringá, Paraná, 87020-900, Brazil
| | - Patricia D S Santos
- Department of Chemistry, State University of Maringá (UEM), Maringá, Paraná, 87020-900, Brazil
| | - Geovane R Silva
- Department of Chemistry, State University of Maringá (UEM), Maringá, Paraná, 87020-900, Brazil
| | - Patrícia M Souza
- Department of Chemistry, State University of Maringá (UEM), Maringá, Paraná, 87020-900, Brazil
| | - Alisson L Figueiredo
- Department of Chemistry, State University of Maringá (UEM), Maringá, Paraná, 87020-900, Brazil
| | - Oscar O Santos
- Department of Chemistry, State University of Maringá (UEM), Maringá, Paraná, 87020-900, Brazil
| | - Jesuí V Visentainer
- Department of Chemistry, State University of Maringá (UEM), Maringá, Paraná, 87020-900, Brazil
- Post-Graduate Program in Food Science, State University of Maringá (UEM), Maringá, Paraná, 87020-900, Brazil
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5
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Quality assessment and geographical origin classification of extra-virgin olive oils imported into China. J Food Compost Anal 2022. [DOI: 10.1016/j.jfca.2022.104713] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/19/2022]
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6
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Effects of pasteurization and high-pressure processing on the fatty acids, triacylglycerol profile, Dornic acidity, and macronutrients in mature human milk. J Food Compost Anal 2022. [DOI: 10.1016/j.jfca.2022.104918] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/18/2022]
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7
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Influence of drying and roasting on chemical composition, lipid profile and antioxidant activity of jurubeba (Solanum paniculatum L.). JOURNAL OF FOOD MEASUREMENT AND CHARACTERIZATION 2022. [DOI: 10.1007/s11694-022-01370-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 10/18/2022]
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8
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Lozano‐Castellón J, López‐Yerena A, Domínguez‐López I, Siscart‐Serra A, Fraga N, Sámano S, López‐Sabater C, Lamuela‐Raventós RM, Vallverdú‐Queralt A, Pérez M. Extra virgin olive oil: A comprehensive review of efforts to ensure its authenticity, traceability, and safety. Compr Rev Food Sci Food Saf 2022; 21:2639-2664. [DOI: 10.1111/1541-4337.12949] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/25/2021] [Revised: 02/28/2022] [Accepted: 03/04/2022] [Indexed: 01/19/2023]
Affiliation(s)
- Julián Lozano‐Castellón
- Department of Nutrition, Food Science and Gastronomy, XIA, Faculty of Pharmacy and Food Sciences Institute of Nutrition and Food Safety (INSA‐UB) University of Barcelona Barcelona Spain
- Consorcio CIBER, M.P. Fisiopatología de la Obesidad y la Nutrición (CIBERObn) Instituto de Salud Carlos III (ISCIII) Madrid Spain
| | - Anallely López‐Yerena
- Department of Nutrition, Food Science and Gastronomy, XIA, Faculty of Pharmacy and Food Sciences Institute of Nutrition and Food Safety (INSA‐UB) University of Barcelona Barcelona Spain
| | - Inés Domínguez‐López
- Department of Nutrition, Food Science and Gastronomy, XIA, Faculty of Pharmacy and Food Sciences Institute of Nutrition and Food Safety (INSA‐UB) University of Barcelona Barcelona Spain
- Consorcio CIBER, M.P. Fisiopatología de la Obesidad y la Nutrición (CIBERObn) Instituto de Salud Carlos III (ISCIII) Madrid Spain
| | - Aina Siscart‐Serra
- Department of Nutrition, Food Science and Gastronomy, XIA, Faculty of Pharmacy and Food Sciences Institute of Nutrition and Food Safety (INSA‐UB) University of Barcelona Barcelona Spain
| | - Nathalia Fraga
- Department of Nutrition, Food Science and Gastronomy, XIA, Faculty of Pharmacy and Food Sciences Institute of Nutrition and Food Safety (INSA‐UB) University of Barcelona Barcelona Spain
| | - Samantha Sámano
- Department of Nutrition, Food Science and Gastronomy, XIA, Faculty of Pharmacy and Food Sciences Institute of Nutrition and Food Safety (INSA‐UB) University of Barcelona Barcelona Spain
| | - Carmen López‐Sabater
- Department of Nutrition, Food Science and Gastronomy, XIA, Faculty of Pharmacy and Food Sciences Institute of Nutrition and Food Safety (INSA‐UB) University of Barcelona Barcelona Spain
- Consorcio CIBER, M.P. Fisiopatología de la Obesidad y la Nutrición (CIBERObn) Instituto de Salud Carlos III (ISCIII) Madrid Spain
| | - Rosa M Lamuela‐Raventós
- Department of Nutrition, Food Science and Gastronomy, XIA, Faculty of Pharmacy and Food Sciences Institute of Nutrition and Food Safety (INSA‐UB) University of Barcelona Barcelona Spain
- Consorcio CIBER, M.P. Fisiopatología de la Obesidad y la Nutrición (CIBERObn) Instituto de Salud Carlos III (ISCIII) Madrid Spain
| | - Anna Vallverdú‐Queralt
- Department of Nutrition, Food Science and Gastronomy, XIA, Faculty of Pharmacy and Food Sciences Institute of Nutrition and Food Safety (INSA‐UB) University of Barcelona Barcelona Spain
- Consorcio CIBER, M.P. Fisiopatología de la Obesidad y la Nutrición (CIBERObn) Instituto de Salud Carlos III (ISCIII) Madrid Spain
| | - Maria Pérez
- Department of Nutrition, Food Science and Gastronomy, XIA, Faculty of Pharmacy and Food Sciences Institute of Nutrition and Food Safety (INSA‐UB) University of Barcelona Barcelona Spain
- Laboratory of Organic Chemistry, Faculty of Pharmacy and Food Sciences University of Barcelona Barcelona Spain
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9
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Pereira SNG, Lima ABSD, Oliveira TDF, Batista AS, Jesus JCD, Ferrão SPB, Santos LS. Non-destructive detection of soybean oil addition in babassu oil by MIR spectroscopy and chemometrics. Lebensm Wiss Technol 2022. [DOI: 10.1016/j.lwt.2021.112857] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/28/2022]
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10
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Cruz VH, Pizzo JS, Manin LP, Santos PD, Silva GA, Santos OO, Visentainer JV. Rapid authenticity assessment of Brazilian palm kernel oils by mass spectrometry combined with chemometrics. Lebensm Wiss Technol 2022. [DOI: 10.1016/j.lwt.2021.112612] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/20/2022]
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11
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12
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Rydlewski AA, Manin LP, Pizzo JS, Silva PD, da Silveira R, Tavares CB, de Paula M, Pereira O, Santos OO, Visentainer JV. Lipid profile by direct infusion ESI-MS and fatty acid composition by GC-FID in human milk: Association with nutritional status of donors. J Food Compost Anal 2021. [DOI: 10.1016/j.jfca.2020.103797] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/22/2022]
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13
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Zhang Y, Han Y, Hu W, Pan Q, Liu Z, Ling G, Shi Q, Weng R. Diacylglycerols ions as novel marker indicators for the classification of edible oils using ultrahigh resolution mass spectrometry. Food Res Int 2021; 145:110422. [PMID: 34112424 DOI: 10.1016/j.foodres.2021.110422] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/01/2021] [Revised: 04/28/2021] [Accepted: 05/11/2021] [Indexed: 12/01/2022]
Abstract
Diacylglycerols (DAGs) ions, instead of triacylglycerols (TAGs) ions, were established as marker indicators for an improved classification of edible oils using ultrahigh resolution mass spectrometry (UHRMS). DAGs ions can be used not only to identify triacylglycerols (TAGs) and their embedded fatty acids (FAs), but also to distinguish positional isomers of TAGs. In this work, DAGs ions were determined in edible oils by direct infusion atmospheric pressure chemical ionization-ultrahigh resolution mass spectrometry (APCI-UHRMS), where the ultrahigh resolving power up to 500,000 FWHM (full width at half maximum) can provide accurate molecular compositions and detailed fingerprints MS spectra in a minute. A total of 146 samples belonging to 22 species of plant oils and animal fats, were characterized. Chemometric analyses were performed using principal component analysis, partial least square-discriminant analysis and orthogonal partial least squares-discriminant analysis. DAGs ions were proved to be better than TAGs ions as marker indicators in the chemometric analyses. An overall correct rate of 93.40% was achieved for the classification of tested samples. In addition, blend oils and gutter oils were also characterized by this developed method.
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Affiliation(s)
- Yanfen Zhang
- State Key Laboratory of Heavy Oil Processing, China University of Petroleum, Beijing 102249, China
| | - Yehua Han
- State Key Laboratory of Heavy Oil Processing, China University of Petroleum, Beijing 102249, China.
| | - Wenya Hu
- State Key Laboratory of Heavy Oil Processing, China University of Petroleum, Beijing 102249, China
| | - Qiong Pan
- State Key Laboratory of Heavy Oil Processing, China University of Petroleum, Beijing 102249, China
| | - Zhanfang Liu
- Institute of Forensic Science, Ministry of Public Security, Beijing 100038, China
| | - Guannan Ling
- State Key Laboratory of Heavy Oil Processing, China University of Petroleum, Beijing 102249, China
| | - Quan Shi
- State Key Laboratory of Heavy Oil Processing, China University of Petroleum, Beijing 102249, China
| | - Rui Weng
- Key Laboratory of Agro-food Safety and Quality of Ministry of Agriculture and Rural Affairs, Institute of Quality Standards and Testing Technology for Agro-Products, Chinese Academy of Agricultural Sciences, Beijing 100081, China
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14
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Pan Z, Li RH, Cui YY, Wu XJ, Zhang YY, Wang YT. A simple and quick method to detect adulterated sesame oil using 3D fluorescence spectra. SPECTROCHIMICA ACTA. PART A, MOLECULAR AND BIOMOLECULAR SPECTROSCOPY 2021; 245:118948. [PMID: 32980759 DOI: 10.1016/j.saa.2020.118948] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/09/2020] [Revised: 09/01/2020] [Accepted: 09/10/2020] [Indexed: 06/11/2023]
Abstract
Adulterated sesame oil seriously damages the interests of consumers and the health of market. In this paper, a simple, fast and real-time model for identifying adulterated sesame oil (ASO) was proposed by combining 3D fluorescence spectra with wavelet moments (WMs). First, noise and data volume of the experimental data were reduced by wavelet multiresolution decomposition (WMRSD), which improved the stability and real-time of the model. Next, WMs were used to extract the features of the 3D fluorescence spectra and proved to be effective by hierarchical clustering results. Then, the qualitative quality of WMs of the same orders, different orders and the combinations were evaluated by Dunn's validity index (DVI), and the rules were given, respectively. Finally, the target WMs for identifying ASO were determined. This model is simple and fast, and expandable to online measurement, providing a reference for identification and adulteration of vegetable oils.
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Affiliation(s)
- Zhao Pan
- Key Lab of Measurement Technology and Instrumentation of Hebei Province, Yanshan University, Hebei Street West438#, Qinhuangdao, Hebei 066004, China.
| | - Rui Hang Li
- Key Lab of Measurement Technology and Instrumentation of Hebei Province, Yanshan University, Hebei Street West438#, Qinhuangdao, Hebei 066004, China.
| | - Yao Yao Cui
- School of Information Science and Engineering, Yanshan University, Hebei Street West438#, Qinhuangdao, Hebei 066004, China.
| | - Xi Jun Wu
- Key Lab of Measurement Technology and Instrumentation of Hebei Province, Yanshan University, Hebei Street West438#, Qinhuangdao, Hebei 066004, China.
| | - Yu Yan Zhang
- Key Lab of Measurement Technology and Instrumentation of Hebei Province, Yanshan University, Hebei Street West438#, Qinhuangdao, Hebei 066004, China.
| | - Yu Tian Wang
- Key Lab of Measurement Technology and Instrumentation of Hebei Province, Yanshan University, Hebei Street West438#, Qinhuangdao, Hebei 066004, China.
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15
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Mazatto ACF, Silva GAR, Santos PDS, Senes CER, Visentainer JV, Oliveira Santos O. Optimization of the Mass Yield in the Biodiesel Production from Chicken Viscera Oil. J AM OIL CHEM SOC 2021. [DOI: 10.1002/aocs.12437] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/08/2022]
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16
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Vieira LS, Assis C, de Queiroz MELR, Neves AA, de Oliveira AF. Building robust models for identification of adulteration in olive oil using FT-NIR, PLS-DA and variable selection. Food Chem 2020; 345:128866. [PMID: 33348130 DOI: 10.1016/j.foodchem.2020.128866] [Citation(s) in RCA: 21] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/19/2020] [Revised: 12/08/2020] [Accepted: 12/08/2020] [Indexed: 12/16/2022]
Abstract
Being a product with a high market value, olive oil undergoes adulterations. Therefore, studies that make the verification of the authenticity of olive oil more efficient are necessary. The aim of this study was to develop a robust model using FT-NIR and PLS-DA to discriminate extra virgin olive oil samples and build individual models to differentiate adulterated extra virgin olive oil samples. The best PLS-DA-OPS classification model for olive oils showed specificity (Spe) and accuracy (Acc) values higher than 99.7% and 99.9%. For the classification of adulterants, PLS-DA-OPS models presented values of Spe at 96.0% and Acc above 95.5% for varieties. For the blend, the best PLS-DA-GA model presented Acc and Spe values greater than 98.2% and 98.8%. Reliable and robust models have been built, allowing differentiation from seven adulterants to genuine extra virgin olive oils.
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Affiliation(s)
- Laurence Souza Vieira
- Chemistry Department, Federal University of Viçosa (UFV), 36570-000 Viçosa, MG, Brazil
| | - Camila Assis
- Chemistry Department, Federal University of Viçosa (UFV), 36570-000 Viçosa, MG, Brazil
| | | | - Antônio Augusto Neves
- Chemistry Department, Federal University of Viçosa (UFV), 36570-000 Viçosa, MG, Brazil
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Wu X, Zhao Z, Tian R, Gao S, Niu Y, Liu H. Exploration of total synchronous fluorescence spectroscopy combined with pre-trained convolutional neural network in the identification and quantification of vegetable oil. Food Chem 2020; 335:127640. [PMID: 32738536 DOI: 10.1016/j.foodchem.2020.127640] [Citation(s) in RCA: 15] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/17/2020] [Revised: 06/15/2020] [Accepted: 07/19/2020] [Indexed: 11/29/2022]
Abstract
In order to distinguish different vegetable oils, adulterated vegetable oils, and to identify and quantify counterfeit vegetable oils, a method based on a small sample size of total synchronous fluorescence (TSyF) spectra combined with convolutional neural network (CNN) was proposed. Four typical vegetable oils were classified by three ways of fine-tuning the pre-trained CNN, the pre-trained CNN as a feature extractor, and traditional chemometrics. The pre-trained CNN was combined with support vector machines to distinguish adulterated sesame oil and counterfeit sesame oil separately with 100% correct classification rates. The pre-trained CNN combined with partial least square regression was used to predict the level of counterfeit sesame oil. The coefficient of determination for calibration (Rc2) values were all greater than 0.99, and the root mean square errors of validation were 0.81% and 1.72%, respectively. These results show that it is feasible to combine TSyF spectra with CNN for vegetable oil identification.
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Affiliation(s)
- Xijun Wu
- Measurement Technology & Instrumentation Key Laboratory of Hebei Province, Institute of Electrical Engineering, Yanshan University, Qinhuangdao 066004, China.
| | - Zhilei Zhao
- Measurement Technology & Instrumentation Key Laboratory of Hebei Province, Institute of Electrical Engineering, Yanshan University, Qinhuangdao 066004, China
| | - Ruiling Tian
- The School of Science, Yanshan University, Qinhuangdao 066004, China
| | - Shibo Gao
- Measurement Technology & Instrumentation Key Laboratory of Hebei Province, Institute of Electrical Engineering, Yanshan University, Qinhuangdao 066004, China
| | - Yudong Niu
- Measurement Technology & Instrumentation Key Laboratory of Hebei Province, Institute of Electrical Engineering, Yanshan University, Qinhuangdao 066004, China
| | - Hailong Liu
- Measurement Technology & Instrumentation Key Laboratory of Hebei Province, Institute of Electrical Engineering, Yanshan University, Qinhuangdao 066004, China
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18
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Analysis of Vegetable Oil from Different Suppliers by Chemometric Techniques to Ensure Correct Classification of Oil Sources to Deal with Counterfeiting. FOOD ANAL METHOD 2020. [DOI: 10.1007/s12161-020-01731-5] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/24/2022]
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19
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Rydlewski AA, Pizzo JS, Manin LP, Galuch MB, Santos PDS, Zapiello C, Santos OO, Visentainer JV. Evaluation of possible fraud in avocado oil-based products from the composition of fatty acids by GC-FID and lipid profile by ESI-MS. CHEMICAL PAPERS 2020. [DOI: 10.1007/s11696-020-01119-z] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/15/2022]
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Sensing the Addition of Vegetable Oils to Olive Oil: The Ability of UV–VIS and MIR Spectroscopy Coupled with Chemometric Analysis. FOOD ANAL METHOD 2019. [DOI: 10.1007/s12161-019-01680-8] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/19/2022]
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Pizzo JS, Galuch MB, Manin LP, Santos PDS, Zappielo CD, Santos Junior O, Visentainer JV. Direct infusion electrospray ionisation mass spectrometry applied in the detection of adulteration of coconut oil with palm kernel oil. Food Addit Contam Part A Chem Anal Control Expo Risk Assess 2019; 36:1597-1604. [PMID: 31593521 DOI: 10.1080/19440049.2019.1669834] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/25/2022]
Abstract
Coconut oil has properties that are beneficial to human health. It assists in reducing total cholesterol, triacylglycerol (TAG), phospholipids, low-density lipoprotein (LDL) cholesterol, and very low-density lipoprotein (VLDL) cholesterol in serum and tissues. So its production, and consequently consumption, have increased in recent years. However, it has been a target for intentional adulteration with lower priced oils and fats, such as soybean oil and palm kernel oil (PKO). Coconut oil (CO) and PKO have similar chemical and physical characteristics that make it difficult to verify adulteration of CO with PKO. This study demonstrates a simple, sensitive, and fast technique that uses direct infusion electrospray ionisation mass spectrometry (ESI-MS) in conjunction with principal component analysis (PCA), in order to detect CO adulterated with PKO. Among the seven commercial coconut oil samples analysed, three were adulterated with PKO. Therefore, the suggested direct infusion ESI-MS method can be used in routine analysis to guarantee the quality of coconut oil.
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Affiliation(s)
- Jessica Santos Pizzo
- Departamento de Química, Universidade Estadual de Maringá (UEM), Maringá, Brazil
| | | | - Luciana Pelissari Manin
- Programa de pós-graduação em Ciência de Alimentos, Universidade Estadual de Maringá (UEM), Maringá, Brazil
| | | | | | - Oscar Santos Junior
- Departamento de Química, Universidade Estadual de Maringá (UEM), Maringá, Brazil
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Meenu M, Cai Q, Xu B. A critical review on analytical techniques to detect adulteration of extra virgin olive oil. Trends Food Sci Technol 2019. [DOI: 10.1016/j.tifs.2019.07.045] [Citation(s) in RCA: 64] [Impact Index Per Article: 12.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/27/2022]
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Neia VJC, da Silva dos Santos PD, Galuch MB, dos Santos Pizzo J, Ito AAR, Santos OO, Visentainer JEL, Visentainer JV. Fatty Acid Composition and Lipid Profile of Oral/Enteral Nutrition Supplements Available on the Brazilian Market. EUR J LIPID SCI TECH 2019. [DOI: 10.1002/ejlt.201800495] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/10/2023]
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Sinosaki NBM, dos Santos PDDS, Galuch MB, da Silveira R, Bonafé EG, Visentainer JV, Santos Júnior ODO. Analytical method of direct derivatization of fatty acids in seeds. CHEMICAL PAPERS 2019. [DOI: 10.1007/s11696-019-00787-w] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
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da Silva do Santos PD, dos Reis NV, da Silveira R, Galuch MB, Visentainer JV, Santos OO. Authenticity investigation of bovine tallow for biodiesel production via mass spectrometry: a comparison with traditional methodology. CHEMICAL PAPERS 2018. [DOI: 10.1007/s11696-018-0639-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 10/27/2022]
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Xu SL, Wei F, Xie Y, Lv X, Dong XY, Chen H. Research advances based on mass spectrometry for profiling of triacylglycerols in oils and fats and their applications. Electrophoresis 2018; 39:1558-1568. [PMID: 29572876 DOI: 10.1002/elps.201700481] [Citation(s) in RCA: 20] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/21/2017] [Revised: 02/09/2018] [Accepted: 03/05/2018] [Indexed: 02/06/2023]
Abstract
Vegetable oils and animal fats are dietary source of lipids that play critical and multiple roles in biological function. Triacylglycerols (TAGs) are the principal component of oils and fats with significant difference in profile among different oils and fats. TAG profiling is essential for nutritional evaluation, quality control and assurance of safety in oils and fats. However, analysis of TAGs is a challenging task because of the complicated composition of TAGs and their similar physicochemical properties in oils and fats. The rapid development of mass spectrometry (MS) technology in recent years makes it possible to analyze the composition, content and structure of TAGs in the study of the physical, chemical and nutritional properties of oils, fats and related products. This review described the research advancement based on MS for profiling of TAGs in oil, fat and their applications in food. The application of MS, including direct infusion strategies, and its combination with chromatography, gas chromatography-MS (GC-MS) and liquid chromatography-MS (LC-MS), in the analysis of TAGs were reviewed. The advantages and disadvantages of these analytical methods with relevant applications for TAGs analysis in food were also described.
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Affiliation(s)
- Shu-Ling Xu
- Oil Crops Research Institute of the Chinese Academy of Agricultural Sciences, Key Laboratory of Oilseeds Processing of Ministry of Agriculture, Key Laboratory of Biology and Genetic Improvement of Oil Crops of Ministry of Agriculture, P. R. China and Hubei Key Laboratory of Lipid Chemistry and Nutrition, Wuhan, P. R. China
| | - Fang Wei
- Oil Crops Research Institute of the Chinese Academy of Agricultural Sciences, Key Laboratory of Oilseeds Processing of Ministry of Agriculture, Key Laboratory of Biology and Genetic Improvement of Oil Crops of Ministry of Agriculture, P. R. China and Hubei Key Laboratory of Lipid Chemistry and Nutrition, Wuhan, P. R. China
| | - Ya Xie
- Oil Crops Research Institute of the Chinese Academy of Agricultural Sciences, Key Laboratory of Oilseeds Processing of Ministry of Agriculture, Key Laboratory of Biology and Genetic Improvement of Oil Crops of Ministry of Agriculture, P. R. China and Hubei Key Laboratory of Lipid Chemistry and Nutrition, Wuhan, P. R. China
| | - Xin Lv
- Oil Crops Research Institute of the Chinese Academy of Agricultural Sciences, Key Laboratory of Oilseeds Processing of Ministry of Agriculture, Key Laboratory of Biology and Genetic Improvement of Oil Crops of Ministry of Agriculture, P. R. China and Hubei Key Laboratory of Lipid Chemistry and Nutrition, Wuhan, P. R. China
| | - Xu-Yan Dong
- Oil Crops Research Institute of the Chinese Academy of Agricultural Sciences, Key Laboratory of Oilseeds Processing of Ministry of Agriculture, Key Laboratory of Biology and Genetic Improvement of Oil Crops of Ministry of Agriculture, P. R. China and Hubei Key Laboratory of Lipid Chemistry and Nutrition, Wuhan, P. R. China
| | - Hong Chen
- Oil Crops Research Institute of the Chinese Academy of Agricultural Sciences, Key Laboratory of Oilseeds Processing of Ministry of Agriculture, Key Laboratory of Biology and Genetic Improvement of Oil Crops of Ministry of Agriculture, P. R. China and Hubei Key Laboratory of Lipid Chemistry and Nutrition, Wuhan, P. R. China
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