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Baptista RC, Ferrocino I, Pavani M, Guerreiro TM, Câmara AA, Lang É, Dos Santos JLP, Catharino RR, Alves Filho EG, Rodrigues S, de Brito ES, Caturla MYR, Sant'Ana AS, Cocolin L. Microbiota diversity of three Brazilian native fishes during ice and frozen storage. Food Microbiol 2024; 124:104617. [PMID: 39244369 DOI: 10.1016/j.fm.2024.104617] [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: 03/05/2024] [Revised: 07/05/2024] [Accepted: 08/01/2024] [Indexed: 09/09/2024]
Abstract
This study aimed to assess the bacterial microbiota involved in the spoilage of pacu (Piaractus mesopotamics), patinga (female Piaractus mesopotamics x male Piaractus brachypomus), and tambacu (female Colossoma macropomum × male Piaractus mesopotamics) during ice and frozen storage. Changes in the microbiota of three fish species (N = 22) during storage were studied through 16S rRNA amplicon-based sequencing and correlated with volatile organic compounds (VOCs) and metabolites assessed by nuclear magnetic resonance (NMR). Storage conditions (time and temperature) affected the microbiota diversity in all fish samples. Fish microbiota comprised mainly of Pseudomonas sp., Brochothrix sp., Acinetobacter sp., Bacillus sp., Lactiplantibacillus sp., Kocuria sp., and Enterococcus sp. The relative abundance of Kocuria, P. fragi, L. plantarum, Enterococcus, and Acinetobacter was positively correlated with the metabolic pathways of ether lipid metabolism while B. thermosphacta and P. fragi were correlated with metabolic pathways involved in amino acid metabolism. P. fragi was the most prevalent spoilage bacteria in both storage conditions (ice and frozen), followed by B. thermosphacta. Moreover, the relative abundance of identified Bacillus strains in fish samples stored in ice was positively correlated with the production of VOCs (1-hexanol, nonanal, octenol, and 2-ethyl-1-hexanol) associated with off-flavors. 1H NMR analysis confirmed that amino acids, acetic acid, and ATP degradation products increase over (ice) storage, and therefore considered chemical spoilage index of fish fillets.
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Affiliation(s)
- Rafaela C Baptista
- Department of Food Science and Nutrition, Faculty of Food Engineering, University of Campinas, Campinas, SP, Brazil; Department of Agricultural, Forest and Food Science, University of Turin, Grugliasco, Italy
| | - Ilario Ferrocino
- Department of Agricultural, Forest and Food Science, University of Turin, Grugliasco, Italy
| | - Matheus Pavani
- Innovare Laboratory, Faculty of Pharmaceutical Science, University of Campinas, Campinas, SP, Brazil
| | - Tatiane M Guerreiro
- Innovare Laboratory, Faculty of Pharmaceutical Science, University of Campinas, Campinas, SP, Brazil
| | - Antonio A Câmara
- Department of Food Science and Nutrition, Faculty of Food Engineering, University of Campinas, Campinas, SP, Brazil
| | - Émilie Lang
- Department of Food Science and Nutrition, Faculty of Food Engineering, University of Campinas, Campinas, SP, Brazil
| | - Juliana L P Dos Santos
- Department of Food Science and Nutrition, Faculty of Food Engineering, University of Campinas, Campinas, SP, Brazil
| | - Rodrigo R Catharino
- Innovare Laboratory, Faculty of Pharmaceutical Science, University of Campinas, Campinas, SP, Brazil
| | | | - Sueli Rodrigues
- Department of Food Technology, Federal University of Ceará, Fortaleza, CE, Brazil
| | | | - Magdevis Y R Caturla
- Department of Food Science and Nutrition, Faculty of Food Engineering, University of Campinas, Campinas, SP, Brazil
| | - Anderson S Sant'Ana
- Department of Food Science and Nutrition, Faculty of Food Engineering, University of Campinas, Campinas, SP, Brazil.
| | - Luca Cocolin
- Department of Agricultural, Forest and Food Science, University of Turin, Grugliasco, Italy
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2
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Baptista RC, Oliveira RBA, Câmara AA, Lang É, Dos Santos JLP, Pavani M, Guerreiro TM, Catharino RR, Filho EGA, Rodrigues S, de Brito ES, Alvarenga VO, Bicca GB, Sant'Ana AS. Chilled Pacu (Piaractus mesopotamicus) fillets: Modeling Pseudomonas spp. and psychrotrophic bacteria growth and monitoring spoilage indicators by 1H NMR and GC-MS during storage. Int J Food Microbiol 2024; 415:110645. [PMID: 38430687 DOI: 10.1016/j.ijfoodmicro.2024.110645] [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: 12/01/2023] [Revised: 02/13/2024] [Accepted: 02/25/2024] [Indexed: 03/05/2024]
Abstract
This study aimed to assess the growth of Pseudomonas spp. and psychrotrophic bacteria in chilled Pacu (Piaractus mesopotamicus), a native South American fish, stored under chilling conditions (0 to 10 °C) through the use of predictive models under isothermal and non-isothermal conditions. Growth kinetic parameters, maximum growth rate (μmax, 1/h), lag time (tLag, h), and (Nmax, Log10 CFU/g) were estimated using the Baranyi and Roberts microbial growth model. Both kinetic parameters, growth rate and lag time, were significantly influenced by temperature (P < 0.05). The square root secondary model was used to describe the bacteria growth as a function of temperature. Secondary models, √μ = 0.016 (T + 10.13) and √μ =0.017 (T + 9.91) presented a linear correlation with R2 values >0.97 and were further validated under non-isothermal conditions. The model's performance was considered acceptable to predict the growth of Pseudomonas spp. and psychrotrophic bacteria in refrigerated Pacu fillets with bias and accuracy factors between 1.24 and 1.49 (fail-safe) and 1.45-1.49, respectively. Fish biomarkers and spoilage indicators were assessed during storage at 0, 4, and 10 °C. Volatile organic compounds, VOCs (1-hexanol, nonanal, octenol, and indicators 2-ethyl-1-hexanol) showed different behavior with storage time (P > 0.05). 1H NMR analysis confirmed increased enzymatic and microbial activity in Pacu fillets stored at 10 °C compared to 0 °C. The developed and validated models obtained in this study can be used as a tool for decision-making on the shelf-life and quality of refrigerated Pacu fillets stored under dynamic conditions from 0 to 10 °C.
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Affiliation(s)
- Rafaela C Baptista
- Department of Food Science and Nutrition, University of Campinas, Campinas, SP, Brazil
| | - Rodrigo B A Oliveira
- Department of Food Technology, Faculty of Veterinary, Fluminense Federal University, Niterói, RJ, Brazil
| | - Antonio A Câmara
- Department of Food Science and Nutrition, University of Campinas, Campinas, SP, Brazil
| | - Émilie Lang
- Department of Food Science and Nutrition, University of Campinas, Campinas, SP, Brazil
| | | | - Matheus Pavani
- Innovare Laboratory, Faculty of Pharmaceutical Sciences, University of Campinas, Campinas, SP, Brazil
| | - Tatiane M Guerreiro
- Innovare Laboratory, Faculty of Pharmaceutical Sciences, University of Campinas, Campinas, SP, Brazil
| | - Rodrigo R Catharino
- Innovare Laboratory, Faculty of Pharmaceutical Sciences, University of Campinas, Campinas, SP, Brazil
| | - Elenilson G A Filho
- Department of Food Engineering, Federal University of Ceará, Fortaleza, CE, Brazil
| | - Sueli Rodrigues
- Department of Food Engineering, Federal University of Ceará, Fortaleza, CE, Brazil
| | | | - Verônica O Alvarenga
- Department of Food, Faculty of Pharmacy, Federal University of Minas Gerais, Belo Horizonte, MG, Brazil
| | | | - Anderson S Sant'Ana
- Department of Food Science and Nutrition, University of Campinas, Campinas, SP, Brazil.
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Moser B, Steininger-Mairinger T, Jandric Z, Zitek A, Scharl T, Hann S, Troyer C. Spoilage markers for freshwater fish: A comprehensive workflow for non-targeted analysis of VOCs using DHS-GC-HRMS. Food Res Int 2023; 172:113123. [PMID: 37689889 DOI: 10.1016/j.foodres.2023.113123] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/19/2023] [Revised: 06/06/2023] [Accepted: 06/09/2023] [Indexed: 09/11/2023]
Abstract
Changes of volatile organic compounds (VOCs) patterns during 6 days of storage at +4 °C were investigated in different freshwater fish species, namely carp and trout, using dynamic headspace gas chromatography time-of-flight mass spectrometry (DHS-GC-TOFMS). DHS parameters were systematically optimized to establish optimum extraction and pre-concentration of VOCs. Moreover, different sample preparation methods were tested: mincing with a manual meat grinder, as well as mincing plus homogenization with a handheld homogenizer both without and with water addition. The addition of water during sample preparation led to pronounced changes of the volatile profiles, depending on the molecular structure and lipophilicity of the analytes, resulting in losses of up to 98 % of more lipophilic compounds (logP > 3). The optimized method was applied to trout and carp. Trout samples of different storage days were compared using univariate (Mann-Whitney U test, fold change calculation) and multivariate (OPLS-DA) statistics. 37 potential spoilage markers were selected; for 11 compounds identity could be confirmed via measurement of authentic standards and 10 compounds were identified by library spectrum match. 22 compounds were also found to be statistically significant spoilage markers in carp. Merging results of the different statistical approaches, the list of 37 compounds could be narrowed down to the 14 most suitable for trout spoilage assessment. This study comprises a systematic evaluation of the capabilities of DHS-GC coupled to high-resolution (HR) MS for studying spoilage in different freshwater fish species, including a comprehensive data evaluation workflow.
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Affiliation(s)
- Bernadette Moser
- University of Natural Resources and Life Sciences, Department of Chemistry, Institute of Analytical Chemistry, Muthgasse 18, 1190 Vienna, Austria; FFoQSI GmbH, Technopark 1D, 3430 Tulln an der Donau, Austria
| | - Teresa Steininger-Mairinger
- University of Natural Resources and Life Sciences, Department of Chemistry, Institute of Analytical Chemistry, Muthgasse 18, 1190 Vienna, Austria
| | - Zora Jandric
- University of Natural Resources and Life Sciences, Department of Chemistry, Institute of Analytical Chemistry, Muthgasse 18, 1190 Vienna, Austria; VinoStellar OG, Keplerplatz 13, Vienna, Austria
| | - Andreas Zitek
- FFoQSI GmbH, Technopark 1D, 3430 Tulln an der Donau, Austria
| | - Theresa Scharl
- University of Natural Resources and Life Sciences, Department of Landscape, Spatial and Infrastructure Sciences, Institute of Statistics, Peter-Jordan-Straße 82, 1190 Vienna, Austria
| | - Stephan Hann
- University of Natural Resources and Life Sciences, Department of Chemistry, Institute of Analytical Chemistry, Muthgasse 18, 1190 Vienna, Austria; FFoQSI GmbH, Technopark 1D, 3430 Tulln an der Donau, Austria
| | - Christina Troyer
- University of Natural Resources and Life Sciences, Department of Chemistry, Institute of Analytical Chemistry, Muthgasse 18, 1190 Vienna, Austria.
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Massaro A, Stella R, Negro A, Bragolusi M, Miano B, Arcangeli G, Biancotto G, Piro R, Tata A. New strategies for the differentiation of fresh and frozen/thawed fish: A rapid and accurate non-targeted method by ambient mass spectrometry and data fusion (part A). Food Control 2021. [DOI: 10.1016/j.foodcont.2021.108364] [Citation(s) in RCA: 12] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/06/2023]
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Texture Profile Analysis: How Parameter Settings Affect the Instrumental Texture Characteristics of Fish Fillets Stored Under Refrigeration? FOOD ANAL METHOD 2021. [DOI: 10.1007/s12161-021-02095-0] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/27/2022]
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Duarte AM, Silva F, Pinto FR, Barroso S, Gil MM. Quality Assessment of Chilled and Frozen Fish-Mini Review. Foods 2020; 9:E1739. [PMID: 33255842 PMCID: PMC7760111 DOI: 10.3390/foods9121739] [Citation(s) in RCA: 51] [Impact Index Per Article: 10.2] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/08/2020] [Revised: 11/16/2020] [Accepted: 11/16/2020] [Indexed: 11/16/2022] Open
Abstract
Fish is a very perishable food and therefore several storage strategies need to be employed to increase its shelf-life, guaranteeing its safety and quality from catch to consumption. Despite the advances in modern fish storage technologies, chilling and freezing are still the most common preservation methods used onboard. The present review aims to summarize strategies to increase the shelf-life of fresh (chilled) and frozen fish, as whole, gutted, or fillet, involving the assessment of different traditional cooling and freezing conditions of different fish species caught in different locations. Although there are other factors that influence the fish shelf-life, such as the fish species and the stress suffered during catch, storage time and temperature and the amount of ice are some of the most important. In addition, the way that fish is stored (whole, fillet, or gutted) also contributes to the final quality of the product. In most studies, whole chilled and frozen fish present longer shelf-life than those preserved as gutted and filleted. However, it should be noted that other factors related to the organism, capture method, and transport to the preparation/processing industry should be considered for shelf-life extension.
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Affiliation(s)
- Ana M. Duarte
- MARE—Marine and Environmental Sciences Centre, Polytechnic of Leiria, Cetemares, 2520-620 Peniche, Portugal; (A.M.D.); (F.S.); (F.R.P.); (S.B.)
| | - Frederica Silva
- MARE—Marine and Environmental Sciences Centre, Polytechnic of Leiria, Cetemares, 2520-620 Peniche, Portugal; (A.M.D.); (F.S.); (F.R.P.); (S.B.)
- MARE—Marine and Environmental Sciences Centre, Faculty of Science, University of Lisbon, Campo Grande, 1749-016 Lisbon, Portugal
| | - Filipa R. Pinto
- MARE—Marine and Environmental Sciences Centre, Polytechnic of Leiria, Cetemares, 2520-620 Peniche, Portugal; (A.M.D.); (F.S.); (F.R.P.); (S.B.)
| | - Sónia Barroso
- MARE—Marine and Environmental Sciences Centre, Polytechnic of Leiria, Cetemares, 2520-620 Peniche, Portugal; (A.M.D.); (F.S.); (F.R.P.); (S.B.)
| | - Maria Manuel Gil
- MARE—Marine and Environmental Sciences Centre, ESTM, Polytechnic of Leiria, Cetemares, 2520-620 Peniche, Portugal
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High-CO 2 Modified Atmosphere Packaging with Superchilling (-1.3 °C) Inhibit Biochemical and Flavor Changes in Turbot ( Scophthalmus maximus) during Storage. Molecules 2020; 25:molecules25122826. [PMID: 32575384 PMCID: PMC7356536 DOI: 10.3390/molecules25122826] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/14/2020] [Revised: 06/02/2020] [Accepted: 06/15/2020] [Indexed: 12/16/2022] Open
Abstract
The effects of modified atmosphere packaging (MAP) in combination with superchilling (−1.3 °C) on the physicochemical properties, flavor retention, and organoleptic evaluation of turbot samples were investigated during 27 days storage. Results showed that high-CO2 packaging (70% or 60% CO2) combined with superchilling could reduce the productions of off-flavor compounds, including total volatile basic nitrogen (TVB-N) and ATP-related compounds. Twenty-four volatile organic compounds were determined by gas chromatography–mass spectrometry (GC/MS) during storage, including eight alcohols, 11 aldehydes, and five ketones. The relative content of off-odor volatiles, such as 1-octen-3-ol, 1-penten-3-ol, (E)-2-octenal, octanal, and 2,3-octanedione, was also reduced by high-CO2 packaging during superchilling storage. Further, 60% CO2/10% O2/30% N2 with superchilling (−1.3 °C) could retard the water migration on the basis of the water holding capacity, low field NMR, and MRI results, and maintain the quality of turbot according to organoleptic evaluation results during storage
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Li J, Xia K, Li Y, Tan M. Influence of Freezing–Thawing Cycle on Water Dynamics of Turbot Flesh Assessed by Low-Field Nuclear Magnetic Resonance and Magnetic Resonance Imaging. INTERNATIONAL JOURNAL OF FOOD ENGINEERING 2018. [DOI: 10.1515/ijfe-2017-0273] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/15/2022]
Abstract
Abstract
Turbot is a valuable commercial species due to its high nutrient content. Moisture is an important indicator of meat spoilage. This study elucidated distinctive water dynamics in turbot flesh in the freezing–thawing process by nondestructive low-field nuclear magnetic resonance (LF-NMR) and magnetic resonance imaging (MRI) techniques. T
2 relaxation spectra were utilized to describe the mobility and content of different types of water. Principal component analysis (PCA) revealed a clear discrimination of various freezing–thawing cycles. T
1- and T
2-weighted MRI provided further visualization of internal information for turbot flesh. Microscopic examination clearly identified protein denaturation and structural shrinkage. Furthermore, NMR parameters and conventional physicochemical parameters of color, shear force and thiobarbituric acid-reactive substances showed good correlations. To sum up, the study revealed that LF-NMR and MRI are promising techniques to portray the relationship between the water dynamics and changes of turbot quality properties during the freezing–thawing process.
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Affiliation(s)
- Jiaqi Li
- School of Food Science and Technology , Dalian Polytechnic University , Qinggongyuan 1, Ganjingzi District , Dalian 116034 , Liaoning, People’s Republic of China
- National Engineering Research Center of Seafood , Dalian 116034 , Liaoning, People’s Republic of China
- Engineering Research Center of Seafood of Ministry of Education of China , Dalian 116034 , Liaoning, People’s Republic of China
| | - Kexin Xia
- School of Food Science and Technology , Dalian Polytechnic University , Qinggongyuan 1, Ganjingzi District , Dalian 116034 , Liaoning, People’s Republic of China
- National Engineering Research Center of Seafood , Dalian 116034 , Liaoning, People’s Republic of China
- Engineering Research Center of Seafood of Ministry of Education of China , Dalian 116034 , Liaoning, People’s Republic of China
| | - Yao Li
- School of Food Science and Technology , Dalian Polytechnic University , Qinggongyuan 1, Ganjingzi District , Dalian 116034 , Liaoning, People’s Republic of China
- National Engineering Research Center of Seafood , Dalian 116034 , Liaoning, People’s Republic of China
- Engineering Research Center of Seafood of Ministry of Education of China , Dalian 116034 , Liaoning, People’s Republic of China
| | - Mingqian Tan
- School of Food Science and Technology , Dalian Polytechnic University , Qinggongyuan 1, Ganjingzi District , Dalian 116034 , Liaoning, People’s Republic of China
- National Engineering Research Center of Seafood , Dalian 116034 , Liaoning, People’s Republic of China
- Engineering Research Center of Seafood of Ministry of Education of China , Dalian 116034 , Liaoning, People’s Republic of China
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Seafood spoilage microbiota and associated volatile organic compounds at different storage temperatures and packaging conditions. Int J Food Microbiol 2018; 280:87-99. [PMID: 29478710 DOI: 10.1016/j.ijfoodmicro.2017.12.029] [Citation(s) in RCA: 96] [Impact Index Per Article: 13.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/18/2017] [Revised: 12/21/2017] [Accepted: 12/30/2017] [Indexed: 01/12/2023]
Abstract
Seafood comprising of both vertebrate and invertebrate aquatic organisms are nutritious, rich in omega-3 fatty acids, essential vitamins, proteins, minerals and form part of healthy diet. However, despite the health and nutritional benefits, seafood is highly perishable. Spoilage of seafood could be as a result of microbial activity, autolysis or chemical oxidation. Microbial activity constitutes more spoilage than others. Spoilage bacteria are commonly Gram negative and produce off odours and flavours in seafood as a result of their metabolic activities. Storage temperature, handling and packaging conditions affect microbial growth and thus the shelf-life of seafood. Due to the complexity of the microbial communities in seafood, culture dependent methods of detection may not be useful, hence the need for culture independent methods are necessary to understand the diversity of microbiota and spoilage process. Similarly, the volatile organic compounds released by spoilage bacteria are not fully understood in some seafood. This review therefore highlights current knowledge and understanding of seafood spoilage microbiota, volatile organic compounds, effects of storage temperature and packaging conditions on quality of seafood.
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10
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Dynamics of water mobility and distribution in Sur clam (Mactra chinensis) during dehydration and rehydration processes assessed by low-field NMR and MRI. JOURNAL OF FOOD MEASUREMENT AND CHARACTERIZATION 2017. [DOI: 10.1007/s11694-017-9512-7] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 10/19/2022]
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11
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Qin N, Li D, Li Q, Li D, Liu X, Luo Y. Application of Artificial Neural Network to Predict K-Value, Inosine Mono-Phosphate, and Hypoxanthine Concentrations of Grass Carp (Ctenopharyngodon idellus) Fillets During Storage. INTERNATIONAL JOURNAL OF FOOD PROPERTIES 2016. [DOI: 10.1080/10942912.2016.1141425] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 10/22/2022]
Affiliation(s)
- Na Qin
- Beijing Advanced Innovation Center for Food Nutrition and Human Health, College of Food Science and Nutritional Engineering, China Agricultural University, Beijing, P.R. China
| | - Dapeng Li
- Beijing Advanced Innovation Center for Food Nutrition and Human Health, College of Food Science and Nutritional Engineering, China Agricultural University, Beijing, P.R. China
| | - Qian Li
- Beijing Advanced Innovation Center for Food Nutrition and Human Health, College of Food Science and Nutritional Engineering, China Agricultural University, Beijing, P.R. China
| | - Dongping Li
- Beijing Advanced Innovation Center for Food Nutrition and Human Health, College of Food Science and Nutritional Engineering, China Agricultural University, Beijing, P.R. China
| | - Xiaochang Liu
- Beijing Advanced Innovation Center for Food Nutrition and Human Health, College of Food Science and Nutritional Engineering, China Agricultural University, Beijing, P.R. China
| | - Yongkang Luo
- Beijing Advanced Innovation Center for Food Nutrition and Human Health, College of Food Science and Nutritional Engineering, China Agricultural University, Beijing, P.R. China
- Beijing Laboratory for Food Quality and Safety, College of Food Science and Nutritional Engineering, China Agricultural University, Beijing, P.R. China
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