1
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Karim A, Osse EF, Khalloufi S. Innovative strategies for valorization of byproducts from soybean industry: A review on status, challenges, and sustainable approaches towards zero-waste processing systems. Heliyon 2025; 11:e42118. [PMID: 39959491 PMCID: PMC11830342 DOI: 10.1016/j.heliyon.2025.e42118] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/03/2024] [Revised: 01/13/2025] [Accepted: 01/17/2025] [Indexed: 02/18/2025] Open
Abstract
The agro-food supply chain generates significant quantities of waste and byproducts globally, influenced by regional socioeconomic conditions, policy frameworks, and environmental concerns. The soybean industry generates various byproducts during the production processes of oil, soy milk, tofu, soy yogurt, edamame, miso, tempeh, natto, and soy sauce, presenting both challenges and opportunities for sustainable valorization. The review aims to outline the composition, status, and potential applications of key byproducts within the soybean industry including soy okara, soy whey, soy hull, soy meal, and lecithin, elucidating innovative strategies for their comprehensive valorization. The goal is to establish a sustainable zero-waste processing system by effectively utilizing these byproducts. This review explores emerging biotechnological advancements and eco-friendly processes aimed at maximizing resource recovery through the valorization of these soy byproducts. Various commercially viable products derived from repurposing the carbohydrate and protein fractions of diverse soy byproducts are highlighted. Additionally, a cutting-edge framework is proposed, advocating for the establishment of a zero-waste system within the soybean processing sector, emphasizing integrated biorefinery technologies, circular economy strategies, and sustainability principles. The framework proposed encompasses maximizing okara utilization, extracting value-added products, and implementing a closed-loop byproduct management approach within collaborative supply chains. Despite promising prospects, challenges such as anti-nutrients, viscosity and solubility of soy powder, and environmental impact must be addressed. This study could inspire further research into innovative technologies for the comprehensive and integrated valorization of soy byproducts, aiming to mitigate food waste and enhance the sustainability of the soybean industry.
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Affiliation(s)
- Ahasanul Karim
- Department of Soils and Agri-Food Engineering, Université Laval, Quebec, QC, G1V 0A6, Canada
- Institute of Nutrition and Functional Foods (INAF), Université Laval, Quebec, QC, G1V 0A6, Canada
| | - Emmanuel Freddy Osse
- Department of Soils and Agri-Food Engineering, Université Laval, Quebec, QC, G1V 0A6, Canada
- Institute of Nutrition and Functional Foods (INAF), Université Laval, Quebec, QC, G1V 0A6, Canada
| | - Seddik Khalloufi
- Department of Soils and Agri-Food Engineering, Université Laval, Quebec, QC, G1V 0A6, Canada
- Institute of Nutrition and Functional Foods (INAF), Université Laval, Quebec, QC, G1V 0A6, Canada
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2
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Yang Z, Li D, Chen L, Zhang W, Jiang L, Huang Z, Tian T. Structural characteristics, techno-functionalities, innovation applications and future prospects of soybean β-conglycinin/glycinin: a comprehensive review. Crit Rev Food Sci Nutr 2024:1-18. [PMID: 39673690 DOI: 10.1080/10408398.2024.2440601] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/16/2024]
Abstract
The structural molecules and conformational variations of soybean β-conglycinin/glycinin are crucial in defining the characteristics of protein-based foods. Recently, significant attention has been focused on the characteristics of soybean β-conglycinin/glycinin across various fields, particularly their structure and application. The research contributes to expanding the application fields of soybean protein-related component in food industry. This research generally concerned on, but not limited to, the novel substitution of animal-originated foods based on globulins and the deeper precising protein nutrition support. Furthermore, the innovative applications and future development of soybean globulins are presented, focusing on plant-based substitutes and advanced materials. This paper provides a comprehensive review of soybean β-conglycinin/glycinin, focusing on structural characteristics, techno-functionalities, innovation applications, and future prospects, supported by diverse citation and analyses. Additionally, the article introduces various methods for modifying soybean globulins, including physical, chemical, and biological treatments. Furthermore, the innovative applications and future development of soybean globulins are presented, focusing on plant-based substitutes and advanced materials. Despite extensive discussion on globulin applications in diverse food forms, the discourse on their flavor and safety is insufficient. Addressing these limitations is essential for a comprehensive understanding and effective utilization of soybean globulins.
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Affiliation(s)
- Zhen Yang
- School of Food Science and Engineering, Hainan University, Haikou, China
| | - Dongze Li
- School of Food Science and Engineering, Hainan University, Haikou, China
| | - Liang Chen
- School of Food Science and Engineering, Hainan University, Haikou, China
| | - Weimin Zhang
- School of Food Science and Engineering, Hainan University, Haikou, China
| | - Lianzhou Jiang
- School of Food Science and Engineering, Hainan University, Haikou, China
- College of Food Science, Northeast Agricultural University, Harbin, China
- Collaborative Innovation Center of Nanfan and High-Efficiency Tropical Agriculture, Hainan University, Haikou, China
- Hainan International Joint Research Center for High Value Processing of Tropical Protein Resources, Haikou, China
| | - Zhaoxian Huang
- School of Food Science and Engineering, Hainan University, Haikou, China
- Collaborative Innovation Center of Nanfan and High-Efficiency Tropical Agriculture, Hainan University, Haikou, China
- Hainan International Joint Research Center for High Value Processing of Tropical Protein Resources, Haikou, China
| | - Tian Tian
- School of Food Science and Engineering, Hainan University, Haikou, China
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3
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Wang C, Cheng Y, Tang N. Improving common vetch protein isolate flavor through glutaminase-mediated deamidation. Food Res Int 2024; 195:114995. [PMID: 39277255 DOI: 10.1016/j.foodres.2024.114995] [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: 06/27/2024] [Revised: 08/22/2024] [Accepted: 08/22/2024] [Indexed: 09/17/2024]
Abstract
Common vetch protein, similar to pea protein, offers valuable qualities like being non-GMO, hypoallergenic, and nutritious. However, its strong beany flavor hinders consumer acceptance. This study explores enzymatic deamidation using glutaminase to address this issue. GC-MS analysis identified 54 volatile compounds in the raw material protein, with 2-pentylfuran, hexanal, and several nonenals contributing the most to the undesirable aroma. Principal component analysis (PCA) confirmed the effectiveness of glutaminase deamidation in removing these off-flavors. The study further reveals that deamidation alters the protein's secondary structure, with an increase in α - helix structure and a decrease in β - sheet structure. The surface hydrophobicity increased from 587.33 ± 2.63 to 1855.63 ± 3.91 exposing hydrophobic clusters that bind flavor compounds. This disruption weakens the interactions that trap these undesirable flavors, ultimately leading to their release and a more pleasant aroma. These findings provide valuable insights for enzymatic deodorization of not only common vetch protein but also pea protein.
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Affiliation(s)
- Chen Wang
- College of Food Science and Nutritional Engineering, China Agricultural University, Beijing 100083, China; Beijing Key Laboratory of Functional Food from Plant Resources, Beijing 100083, China
| | - Yongqiang Cheng
- College of Food Science and Nutritional Engineering, China Agricultural University, Beijing 100083, China; Beijing Key Laboratory of Functional Food from Plant Resources, Beijing 100083, China
| | - Ning Tang
- College of Food Science and Nutritional Engineering, China Agricultural University, Beijing 100083, China; Beijing Key Laboratory of Functional Food from Plant Resources, Beijing 100083, China.
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4
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Nugroho ADW, van Schalkwijk S, Cebeci S, Jacobs S, Wesselink W, Staring G, Goerdayal S, Prodan A, Stijnman A, Teuling E, Broersen K, Bachmann H. Biopurification using non-growing microorganisms to improve plant protein ingredients. NPJ Sci Food 2024; 8:48. [PMID: 39085288 PMCID: PMC11291906 DOI: 10.1038/s41538-024-00290-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/15/2023] [Accepted: 07/02/2024] [Indexed: 08/02/2024] Open
Abstract
Securing a sustainable global food supply for a growing population requires a shift toward a more plant-based diet. The application of plant-based proteins is therefore increasing, but unpleasant off-flavors complicate their use. Here, we screened 97 microorganisms for their potential to remove off-flavors in a process with limiting amounts of fermentable sugar. This allowed the production of a more neutral-tasting, purified food ingredient while limiting microbial growth and the production of typical fermentation end products. We demonstrate that various lactic acid bacteria (LAB) and yeasts remove "green" aldehydes and ketones. This conversion can be carried out in less than one hour in almond, pea, potato, and oat proteins. Heterofermentative LAB was best at aldehyde and ketone neutralization with minimum de novo formation of microbial volatiles such as ethylacetate (sweet, fruity) or alpha-diketones (butter- and cheese-like). While sensory properties were improved, changes in protein solubility, emulsification, foaming, and in vitro digestibility were limited.
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Affiliation(s)
- Avis Dwi Wahyu Nugroho
- Systems Biology Lab, A-LIFE, AIMMS, Vrije Universiteit Amsterdam, Amsterdam, The Netherlands
- CJ Research Centre Europe, Wageningen, The Netherlands
| | | | - Sabri Cebeci
- Microbiology department, NIZO food research B.V, Ede, The Netherlands
| | - Simon Jacobs
- Food department, NIZO food research B.V, Ede, The Netherlands
| | - Wilma Wesselink
- Food department, NIZO food research B.V, Ede, The Netherlands
| | - Guido Staring
- Food department, NIZO food research B.V, Ede, The Netherlands
| | | | - Andrei Prodan
- Microbiology department, NIZO food research B.V, Ede, The Netherlands
- Single Cell Discoveries, Utrecht, The Netherlands
| | - Ann Stijnman
- Food department, NIZO food research B.V, Ede, The Netherlands
| | - Emma Teuling
- Food department, NIZO food research B.V, Ede, The Netherlands
| | - Kerensa Broersen
- Food department, NIZO food research B.V, Ede, The Netherlands
- Applied Stem Cell Technologies, University of Twente, Technical Medical Centre, Enschede, The Netherlands
| | - Herwig Bachmann
- Systems Biology Lab, A-LIFE, AIMMS, Vrije Universiteit Amsterdam, Amsterdam, The Netherlands.
- Microbiology department, NIZO food research B.V, Ede, The Netherlands.
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5
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Su T, Le B, Zhang W, Bak KH, Soladoye PO, Zhao Z, Zhao Y, Fu Y, Wu W. Technological challenges and future perspectives of plant-based meat analogues: From the viewpoint of proteins. Food Res Int 2024; 186:114351. [PMID: 38729699 DOI: 10.1016/j.foodres.2024.114351] [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: 12/19/2023] [Revised: 03/23/2024] [Accepted: 04/17/2024] [Indexed: 05/12/2024]
Abstract
The global demand for high-quality animal protein faces challenges, prompting a surge in interest in plant-based meat analogues (PBMA). PBMA have emerged as a promising solution, although they encounter technological obstacles. This review discusses the technological challenges faced by PBMA from the viewpoint of plant proteins, emphasizing textural, flavor, color, and nutritional aspects. Texturally, PBMA confront issues, such as deficient fibrous structure, chewiness, and juiciness. Addressing meat flavor and mitigating beany flavor in plant protein are imperative. Furthermore, achieving a distinctive red or pink meat color remains a challenge. Plant proteins exhibit a lower content of essential amino acids. Future research directions encompass (1) shaping myofibril fibrous structures through innovative processing; (2) effectively eliminating the beany flavor; (3) developing biotechnological methodologies for leghemoglobin and plant-derived pigments; (4) optimizing amino acid composition to augment the nutritional profiles. These advancements are crucial for utilization of plant proteins in development of high-quality PBMA.
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Affiliation(s)
- Tianyu Su
- College of Animal Science and Technology, Southwest University, Chongqing 400715, China
| | - Bei Le
- College of Food Science, Southwest University, Chongqing 400715, China
| | - Wei Zhang
- Center for Sustainable Protein, DeePro Technology (Beijing) Co., Ltd., Beijing 101200, China
| | - Kathrine H Bak
- Institute of Food Safety, Food Technology and Veterinary Public Health, University of Veterinary Medicine Vienna, Veterinärplatz 1, 1210 Vienna, Austria
| | - Philip O Soladoye
- Agriculture and Agri-Food Canada, Government of Canada, Lacombe Research and Development Centre, 6000 C&E Trail, Lacombe, Alberta T4L 1W1, Canada
| | - Zhongquan Zhao
- College of Animal Science and Technology, Southwest University, Chongqing 400715, China
| | - Yongju Zhao
- College of Animal Science and Technology, Southwest University, Chongqing 400715, China
| | - Yu Fu
- College of Food Science, Southwest University, Chongqing 400715, China.
| | - Wei Wu
- College of Animal Science and Technology, Southwest University, Chongqing 400715, China.
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6
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Jiang W, Yang X, Li L. Flavor of extruded meat analogs: A review on composition, influencing factors, and analytical techniques. Curr Res Food Sci 2024; 8:100747. [PMID: 38708099 PMCID: PMC11066600 DOI: 10.1016/j.crfs.2024.100747] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/09/2024] [Revised: 04/11/2024] [Accepted: 04/21/2024] [Indexed: 05/07/2024] Open
Abstract
Meat analogs are anticipated to alleviate environmental and animal welfare concerns as the demand for meat rises. High moisture extrusion is commonly employed to produce meat analogs, and its flavor could influence consumers' choice. To improve the development and market demand of extruded meat analogs, flavor precursors and natural spices have been used in high moisture extrusion process to directly improve the flavor profile of extruded meat analogs. Although there have been many studies on the flavor of high moisture extruded meat analogs, flavor composition and influencing factors have not been summarized. Thus, this review systematically provides the main pleasant and unpleasant flavor-active substances with 79 compounds, as well as descriptive the influence of flavor-active compounds, chemical reactions (such as lipid oxidation and the Maillard reaction), and fiber structure formation (based on extrusion process, extrusion parameters, and raw materials) on flavor of extruded meat analogs. Flavor evaluation of extruded meat analogs will toward multiple assessment methods to fully and directly characterize the flavor of extruded meat analogs, especially machine learning techniques may help to predict and regulate the flavor characteristics of extruded meat analogs.
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Affiliation(s)
- Wanrong Jiang
- College of Food Science, Northeast Agricultural University, Harbin, 150030, China
| | - Xiaoyu Yang
- College of Food Science, Northeast Agricultural University, Harbin, 150030, China
| | - Liang Li
- College of Food Science, Northeast Agricultural University, Harbin, 150030, China
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7
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Sengar AS, Beyrer M, McDonagh C, Tiwari U, Pathania S. Effect of Process Variables and Ingredients on Controlled Protein Network Creation in High-Moisture Plant-Based Meat Alternatives. Foods 2023; 12:3830. [PMID: 37893723 PMCID: PMC10606469 DOI: 10.3390/foods12203830] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/16/2023] [Revised: 10/06/2023] [Accepted: 10/16/2023] [Indexed: 10/29/2023] Open
Abstract
The market has observed a rapid increase in the demand for plant-based foods as an alternative to animal meat products. Technologies such as high-moisture extrusion (HME) have the potential to develop anisotropic structures using alternative protein ingredients. This article discusses the different possible mechanisms responsible for structure formation and the effect of extrusion process parameters and outlines the recent advances in the long cooling dies (LCDs) used for meat alternative development. The role of different protein ingredients and the impact of combining them with other biopolymers were also evaluated. The underlying mechanism behind anisotropic structure formation during HME is a synergistic effect, with substantial dependence on the source of ingredients and their processing background. Formulation including proteins derived from plants, insects, animals, and microalgae with other biopolymers could pave the way to develop structured meat alternatives and fill nutritional interstices. Dynamic or rotating annular gap cooling dies operating at freely controllable shear and static annular gap dies are recent developments and assist to produce layered or fibrous structures. The complex chemical sites created during the HME of plant protein favour flavour and colour retention. This paper summarises the recent information published in the scientific literature and patents, which could further help researchers to fill the present knowledge gaps.
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Affiliation(s)
- Animesh Singh Sengar
- Food Industry Development Department, Teagasc Food Research Centre, Ashtown, D15 DY05 Dublin, Ireland; (A.S.S.); (C.M.)
- School of Food Science and Environmental Health, Technological University Dublin, City Campus, Central Quad, Grangegorman, D07 ADY7 Dublin, Ireland
| | - Michael Beyrer
- Institute of Life Technologies, University of Applied Sciences and Arts Western Switzerland, 1950 Sion, Switzerland;
| | - Ciara McDonagh
- Food Industry Development Department, Teagasc Food Research Centre, Ashtown, D15 DY05 Dublin, Ireland; (A.S.S.); (C.M.)
| | - Uma Tiwari
- School of Food Science and Environmental Health, Technological University Dublin, City Campus, Central Quad, Grangegorman, D07 ADY7 Dublin, Ireland
| | - Shivani Pathania
- Food Industry Development Department, Teagasc Food Research Centre, Ashtown, D15 DY05 Dublin, Ireland; (A.S.S.); (C.M.)
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8
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Badjona A, Bradshaw R, Millman C, Howarth M, Dubey B. Faba Bean Flavor Effects from Processing to Consumer Acceptability. Foods 2023; 12:foods12112237. [PMID: 37297480 DOI: 10.3390/foods12112237] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/26/2023] [Revised: 05/22/2023] [Accepted: 05/29/2023] [Indexed: 06/12/2023] Open
Abstract
Faba beans as an alternative source of protein have received significant attention from consumers and the food industry. Flavor represents a major driving force that hinders the utilization faba beans in various products due to off-flavor. Off-flavors are produced from degradation of amino acids and unsaturated fatty acids during seed development and post-harvest processing stages (storage, dehulling, thermal treatment, and protein extraction). In this review, we discuss the current state of knowledge on the aroma of faba bean ingredients and various aspects, such as cultivar, processing, and product formulation that influence flavour. Germination, fermentation, and pH modulation were identified as promising methods to improve overall flavor and bitter compounds. The probable pathway in controlling off-flavor evolution during processing has also been discussed to provide efficient strategies to limit their impact and to encourage the use of faba bean ingredients in healthy food design.
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Affiliation(s)
- Abraham Badjona
- National Centre of Excellence for Food Engineering, Sheffield Hallam University, Sheffield S1 1WB, UK
| | - Robert Bradshaw
- Bimolecular Research Centre, Sheffield Hallam University, Sheffield S1 1WB, UK
| | - Caroline Millman
- National Centre of Excellence for Food Engineering, Sheffield Hallam University, Sheffield S1 1WB, UK
| | - Martin Howarth
- National Centre of Excellence for Food Engineering, Sheffield Hallam University, Sheffield S1 1WB, UK
| | - Bipro Dubey
- National Centre of Excellence for Food Engineering, Sheffield Hallam University, Sheffield S1 1WB, UK
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9
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Yuan J, Qin F, He Z, Zeng M, Wang Z, Chen J. Influences of Spices on the Flavor of Meat Analogs and Their Potential Pathways. Foods 2023; 12:foods12081650. [PMID: 37107445 PMCID: PMC10137762 DOI: 10.3390/foods12081650] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/13/2023] [Revised: 04/10/2023] [Accepted: 04/10/2023] [Indexed: 04/29/2023] Open
Abstract
This study evaluated the correlation between the sensory characteristics and spices of 50 commercial meat analogs and selected 4 spices to improve the flavor characteristics of soy protein concentrate (SPC) extrudates. Volatile compounds in extrudates and commercial meat analogs were investigated using headspace solid-phase microextraction and gas chromatography-mass spectrometry. The total concentrations of off-flavor volatile compounds in commercial products decreased with an increasing degree of processing. Furthermore, after adding spices during extrusion, the concentrations of volatile compounds such as aldehydes, alcohols, and furans related to thermal treatment decreased by approximately 5-39%, 5-15%, and 11-56%, respectively. Among them, compounds such as nonanal, 2-pentlyufuran, and 1-octen-3-ol, typical off-flavors in soy-based food, decreased by 8-42%, 11-55%, 2-52%, respectively. The correlation analysis between the antioxidative abilities of spices and volatile compounds showed that the contents of total phenolics were negatively correlated with the contents of ketones and alcohols in extrudates (p < 0.001). Moreover, the aroma-active compounds in extrudates were changed. More pleasant compounds, including alkanes and olefins, were observed by adding different spices as well. Especially in black pepper treated extrudates, the OAV value of off-flavor volatile compounds such as hexanal, octanal, 2-pentlyfuran decreased. In conclusion, the addition of spices can reduce off-flavor compounds related to thermal reactions, such as oxidation and the Maillard reaction, and impart newly pleasant flavors to extrudates during the extrusion of SPC. It is important to explore new methods that can be used to improve the flavor of extrudates so that consumers' preferences of meat analog products can be improved.
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Affiliation(s)
- Jingyao Yuan
- State Key Laboratory of Food Science and Technology, Jiangnan University, Wuxi 214122, China
- International Joint Laboratory on Food Safety, Jiangnan University, Wuxi 214122, China
| | - Fang Qin
- State Key Laboratory of Food Science and Technology, Jiangnan University, Wuxi 214122, China
- International Joint Laboratory on Food Safety, Jiangnan University, Wuxi 214122, China
| | - Zhiyong He
- State Key Laboratory of Food Science and Technology, Jiangnan University, Wuxi 214122, China
- International Joint Laboratory on Food Safety, Jiangnan University, Wuxi 214122, China
| | - Maomao Zeng
- State Key Laboratory of Food Science and Technology, Jiangnan University, Wuxi 214122, China
- International Joint Laboratory on Food Safety, Jiangnan University, Wuxi 214122, China
| | - Zhaojun Wang
- State Key Laboratory of Food Science and Technology, Jiangnan University, Wuxi 214122, China
- International Joint Laboratory on Food Safety, Jiangnan University, Wuxi 214122, China
| | - Jie Chen
- State Key Laboratory of Food Science and Technology, Jiangnan University, Wuxi 214122, China
- International Joint Laboratory on Food Safety, Jiangnan University, Wuxi 214122, China
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10
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Yang L, Zhang T, Li H, Chen T, Liu X. Control of Beany Flavor from Soybean Protein Raw Material in Plant-Based Meat Analog Processing. Foods 2023; 12:foods12050923. [PMID: 36900440 PMCID: PMC10001211 DOI: 10.3390/foods12050923] [Citation(s) in RCA: 12] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/28/2023] [Revised: 02/19/2023] [Accepted: 02/20/2023] [Indexed: 02/24/2023] Open
Abstract
The development of plant-based meat analogs is currently hindered by the beany flavor generated by raw soybean protein and extrusion processing. Wide concern has led to extensive research on the generation and control of this unwanted flavor, as an understanding of its formation in raw protein and extrusion processing and methods through which to control its retention and release are of great significance for obtaining ideal flavor and maximizing food quality. This study examines the formation of beany flavor during extrusion processing as well as the influence of interaction between soybean protein and beany flavor compounds on the retention and release of the undesirable flavor. This paper discusses ways to maximize control over the formation of beany flavor during the drying and storage of raw materials and methods to reduce beany flavor in products by adjusting extrusion parameters. The degree of interaction between soybean protein and beany compounds was found to be dependent on conditions such as heat treatment and ultrasonic treatment. Finally, future research directions are proposed and prospected. This paper thus provides a reference for the control of beany flavor during the processing, storage, and extrusion of soybean raw materials used in the fast-growing plant-based meat analog industry.
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Affiliation(s)
- Lingyu Yang
- National Soybean Processing Industry Technology Innovation Center, School of Food and Health, Beijing Technology and Business University (BTBU), Beijing 100048, China
| | - Tianyu Zhang
- National Soybean Processing Industry Technology Innovation Center, School of Food and Health, Beijing Technology and Business University (BTBU), Beijing 100048, China
- Puluting (Hebei) Protein Biotechnology Research Limited Company, Handan 056000, China
| | - He Li
- National Soybean Processing Industry Technology Innovation Center, School of Food and Health, Beijing Technology and Business University (BTBU), Beijing 100048, China
- Correspondence:
| | - Tianpeng Chen
- Shandong Gulin Food Technology Limited Company, Yantai 264010, China
| | - Xinqi Liu
- National Soybean Processing Industry Technology Innovation Center, School of Food and Health, Beijing Technology and Business University (BTBU), Beijing 100048, China
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11
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Tao A, Zhang H, Duan J, Xiao Y, Liu Y, Li J, Huang J, Zhong T, Yu X. Mechanism and application of fermentation to remove beany flavor from plant-based meat analogs: A mini review. Front Microbiol 2022; 13:1070773. [PMID: 36532431 PMCID: PMC9751450 DOI: 10.3389/fmicb.2022.1070773] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/15/2022] [Accepted: 11/11/2022] [Indexed: 12/05/2022] Open
Abstract
Over the past few decades, there has been a noticeable surge in the market of plant-based meat analogs (PBMA). Such popularity stems from their environmentally friendly production procedures as well as their positive health effects. In order to meet the market demand, it is necessary to look for plant protein processing techniques that can help them match the quality of conventional meat protein from the aspects of sensory, quality and functionality. Bean proteins are ideal options for PBMA with their easy accessibility, high nutrient-density and reasonable price. However, the high polyunsaturated lipids content of beans inevitably leads to the unpleasant beany flavor of soy protein products, which severely affects the promotion of soy protein-based PBMA. In order to solve this issue, various methods including bleaching, enzyme and fermentation etc. are developed. Among these, fermentation is widely investigated due to its high efficiency, less harm to the protein matrix, targeted performance and low budget. In addition, proper utilization of microbiome during the fermentation process not only reduces the unpleasant beany flavors, but also enhances the aroma profile of the final product. In this review, we provide a thorough and succinct overview of the mechanism underlying the formation and elimination of beany flavor with associated fermentation process. The pros and cons of typical fermentation technologies for removing beany flavors are discussed in alongside with their application scenarios. Additionally, the variations among different methods are compared in terms of the strains, fermentation condition, target functionality, matrix for application, sensory perception etc.
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Affiliation(s)
- Anqi Tao
- Faculty of Medicine, Macau University of Science and Technology, Macau, Macau SAR, China
| | - Hongyu Zhang
- Faculty of Medicine, Macau University of Science and Technology, Macau, Macau SAR, China
| | - Junnan Duan
- Faculty of Medicine, Macau University of Science and Technology, Macau, Macau SAR, China
| | - Ying Xiao
- Faculty of Medicine, Macau University of Science and Technology, Macau, Macau SAR, China,Guangdong-Hong Kong-Macao Joint Laboratory for Contaminants Exposure and Health, School of Environmental Science and Engineering, Institute of Environmental Health and Pollution Control, Guangdong University of Technology, Guangzhou, China
| | - Yao Liu
- School of Pharmacy and Food Science, Zhuhai College of Science and Technology, Zhuhai, China
| | - Jianwei Li
- Macau Uni-Win Biotechnology Co., Ltd, Macau, Macau SAR, China
| | - Jieyu Huang
- Macau Uni-Win Biotechnology Co., Ltd, Macau, Macau SAR, China
| | - Tian Zhong
- Faculty of Medicine, Macau University of Science and Technology, Macau, Macau SAR, China,*Correspondence: Tian Zhong,
| | - Xi Yu
- Faculty of Medicine, Macau University of Science and Technology, Macau, Macau SAR, China,Guangdong-Hong Kong-Macao Joint Laboratory for Contaminants Exposure and Health, School of Environmental Science and Engineering, Institute of Environmental Health and Pollution Control, Guangdong University of Technology, Guangzhou, China,Xi Yu,
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12
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Ji G, Li X, Dong Y, Shi Y. Composition, formation mechanism, and removal method of off‐odor in soymilk products. J Food Sci 2022; 87:5175-5190. [DOI: 10.1111/1750-3841.16370] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/09/2022] [Revised: 09/20/2022] [Accepted: 10/10/2022] [Indexed: 11/12/2022]
Affiliation(s)
- Guo‐Zhi Ji
- R&D Innovation DepartmentInner Mongolia Mengniu Dairy (Group) CO. ,LTD HohhotChina
| | - Xiao‐Min Li
- R&D Innovation DepartmentInner Mongolia Mengniu Dairy (Group) CO. ,LTD HohhotChina
| | - Yang Dong
- R&D Innovation DepartmentInner Mongolia Mengniu Dairy (Group) CO. ,LTD HohhotChina
| | - Yu‐Dong Shi
- R&D Innovation DepartmentInner Mongolia Mengniu Dairy (Group) CO. ,LTD HohhotChina
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13
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Sakai K, Sato Y, Okada M, Yamaguchi S. Cyclodextrins produced by cyclodextrin glucanotransferase mask beany off-flavors in plant-based meat analogs. PLoS One 2022; 17:e0269278. [PMID: 35657815 PMCID: PMC9165781 DOI: 10.1371/journal.pone.0269278] [Citation(s) in RCA: 11] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/19/2022] [Accepted: 05/18/2022] [Indexed: 11/18/2022] Open
Abstract
The widening gap between the supply and demand for meat products has increased the need to produce plant-based meat analogs as protein sources. Meat analogs are principally composed of soy-based textured vegetable proteins. Despite ongoing technical developments, one of the unresolved challenges for plant-based meat analogs is the off-flavor from soy, which limits their consumer acceptability. Among the various methods developed for overcoming this challenge, masking the beany flavors with cyclodextrins (CDs) is an attractive, cost-effective, and safe strategy. However, the current established CD treatment method does not meet the requirement for a clean-label. This study aimed to develop more acceptable off-flavor-masking technologies for plant-based patties for modern clean-label preferences using enzymatic methods. We used the cyclodextrin glucanotransferase (CGT), “Amano,” as a commercially available food-grade CGT. The CGT-catalyzed reaction in plant-based patties yielded 17.1 g/L CD. As CGT could yield sufficient CD in the patties, we investigated whether CDs produced by CGT could mask the off-flavors released from the plant-based patties. The CGT-treated patties had significantly lower volatilization amounts of the known beany off-flavor-generating compounds compared to the non-treated patties. Moreover, CGT treatment improved the texture of the patties and increased their water- and oil-holding capacity. As CGT is rendered inactive after cooking, it would not be considered an additive. These findings indicated that CDs produced by the CGT reaction could effectively mask off-flavors of meat analogs and improve their physical properties while meeting clean-label requirements.
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Affiliation(s)
- Kiyota Sakai
- Amano Enzyme Inc., Innovation Center, Kakamigahara, Japan
- * E-mail:
| | - Yukihide Sato
- Amano Enzyme Inc., Innovation Center, Kakamigahara, Japan
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14
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Leonard W, Zhang P, Ying D, Fang Z. Surmounting the off-flavor challenge in plant-based foods. Crit Rev Food Sci Nutr 2022; 63:10585-10606. [PMID: 35603719 DOI: 10.1080/10408398.2022.2078275] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/30/2023]
Abstract
Plant-based food products have been receiving an astronomical amount of attention recently, and their demand will most likely soar in the future. However, their unpleasant, intrinsic flavor and odor are the major obstacles limiting consumer's acceptance. These off-flavors are often described as "green," "grassy," "beany," "fatty" and "bitter." This review highlights the presence and formation of common off-flavor volatiles (aldehydes, alcohols, ketones, pyrazines, furans) and nonvolatiles (phenolics, saponins, peptides, alkaloids) from a variety of plant-based foods, including legumes (e.g. lentil, soy, pea), fruits (e.g. apple, grape, watermelon) and vegetables (e.g. carrot, potato, radish). These compounds are formed through various pathways, including lipid oxidation, ethanol fermentation and Maillard reaction (and Strecker degradation). The effect of off-flavor compounds as received by the human taste receptors, along with its possible link of bioactivity (e.g. anti-inflammatory effect), are briefly discussed on a molecular level. Generation of off-flavor compounds in plants is markedly affected by the species, cultivar, geographical location, climate conditions, farming and harvest practices. The effects of genome editing (i.e. CRISPR-Cas9), various processing technologies, such as antioxidant supplementation, enzyme treatment, extrusion, fermentation, pressure application, and different storage and packaging conditions, have been increasingly studied in recent years to mitigate the formation of off-flavors in plant foods. The information presented in this review could be useful for agricultural practitioners, fruits and vegetables industry, and meat and dairy analogue manufacturers to improve the flavor properties of plant-based foods.
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Affiliation(s)
- William Leonard
- School of Agriculture and Food, The University of Melbourne, Parkville, Victoria, Australia
| | - Pangzhen Zhang
- School of Agriculture and Food, The University of Melbourne, Parkville, Victoria, Australia
| | - Danyang Ying
- CSIRO Agriculture & Food, Werribee, Victoria, Australia
| | - Zhongxiang Fang
- School of Agriculture and Food, The University of Melbourne, Parkville, Victoria, Australia
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15
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Wang Y, Tuccillo F, Lampi AM, Knaapila A, Pulkkinen M, Kariluoto S, Coda R, Edelmann M, Jouppila K, Sandell M, Piironen V, Katina K. Flavor challenges in extruded plant-based meat alternatives: A review. Compr Rev Food Sci Food Saf 2022; 21:2898-2929. [PMID: 35470959 DOI: 10.1111/1541-4337.12964] [Citation(s) in RCA: 68] [Impact Index Per Article: 22.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/27/2021] [Revised: 03/02/2022] [Accepted: 03/24/2022] [Indexed: 12/19/2022]
Abstract
Demand for plant-based meat alternatives has increased in recent years due to concerns about health, ethics, the environment, and animal welfare. Nevertheless, the market share of plant-based meat alternatives must increase significantly if they are to support sustainable food production and consumption. Flavor is an important limiting factor of the acceptability and marketability of plant-based meat alternatives. Undesirable chemosensory perceptions, such as a beany flavor, bitter taste, and astringency, are often associated with plant proteins and products that use them. This study reviewed 276 articles to answer the following five research questions: (1) What are the volatile and nonvolatile compounds responsible for off-flavors? (2) What are the mechanisms by which these flavor compounds are generated? (3) What is the influence of thermal extrusion cooking (the primary structuring technique to transform plant proteins into fibrous products that resemble meat in texture) on the flavor characteristics of plant proteins? (4) What techniques are used in measuring the flavor properties of plant-based proteins and products? (5) What strategies can be used to reduce off-flavors and improve the sensory appeal of plant-based meat alternatives? This article comprehensively discusses, for the first time, the flavor issues of plant-based meat alternatives and the technologies available to improve flavor and, ultimately, acceptability.
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Affiliation(s)
- Yaqin Wang
- Department of Food and Nutrition, University of Helsinki, Helsinki, Finland
| | - Fabio Tuccillo
- Department of Food and Nutrition, University of Helsinki, Helsinki, Finland
| | - Anna-Maija Lampi
- Department of Food and Nutrition, University of Helsinki, Helsinki, Finland
| | - Antti Knaapila
- Department of Food and Nutrition, University of Helsinki, Helsinki, Finland
| | - Marjo Pulkkinen
- Department of Food and Nutrition, University of Helsinki, Helsinki, Finland
| | - Susanna Kariluoto
- Department of Food and Nutrition, University of Helsinki, Helsinki, Finland
| | - Rossana Coda
- Department of Food and Nutrition, University of Helsinki, Helsinki, Finland.,Helsinki Institute of Sustainability Science (HELSUS), Faculty of Agriculture and Forestry, University of Helsinki, Helsinki, Finland
| | - Minnamari Edelmann
- Department of Food and Nutrition, University of Helsinki, Helsinki, Finland
| | - Kirsi Jouppila
- Department of Food and Nutrition, University of Helsinki, Helsinki, Finland
| | - Mari Sandell
- Department of Food and Nutrition, University of Helsinki, Helsinki, Finland.,Functional Foods Forum, University of Turku, Turku, Finland
| | - Vieno Piironen
- Department of Food and Nutrition, University of Helsinki, Helsinki, Finland
| | - Kati Katina
- Department of Food and Nutrition, University of Helsinki, Helsinki, Finland
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16
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Zhang Y, Gao Y, Wang M, Shi L, Liu Y, Yan C, Wang J, Meluleki HJ, Geng W, Wang Y. The fermented soy whey produced by a combined lactic acid bacteria starter shows improved flavor and the function in alleviating dextran sulphate sodium induced colitis in mice. FOOD BIOTECHNOL 2022. [DOI: 10.1080/08905436.2022.2051539] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/04/2022]
Affiliation(s)
- Yang Zhang
- College of Food Science and Engineering, Tianjin University of Science & Technology, Tianjin, China
| | - Yueyu Gao
- College of Food Science and Engineering, Tianjin University of Science & Technology, Tianjin, China
| | - Meng Wang
- College of Food Science and Engineering, Tianjin University of Science & Technology, Tianjin, China
| | - Lei Shi
- Tianjin Food Group Co. Ltd, Tianjin, China
| | - Yuan Liu
- Tianjin Food Group Co. Ltd, Tianjin, China
| | - Chunxiao Yan
- College of Food Science and Engineering, Tianjin University of Science & Technology, Tianjin, China
| | - Jinju Wang
- College of Food Science and Engineering, Tianjin University of Science & Technology, Tianjin, China
| | - Hungwe Justice Meluleki
- College of Food Science and Engineering, Tianjin University of Science & Technology, Tianjin, China
| | - Weitao Geng
- College of Food Science and Engineering, Tianjin University of Science & Technology, Tianjin, China
| | - Yanping Wang
- College of Food Science and Engineering, Tianjin University of Science & Technology, Tianjin, China
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17
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Wang Z, Gao T, He Z, Zeng M, Qin F, Chen J. Reduction of off-flavor volatile compounds in okara by fermentation with four edible fungi. Lebensm Wiss Technol 2022. [DOI: 10.1016/j.lwt.2021.112941] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
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18
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Hao P, Zhu Y, Feng Q, Jin Z, Wu F. Differences in Grain Microstructure and Proteomics of a Broad Bean ( Vicia faba L.) Landrace Cixidabaican in China Compared with Lingxiyicun Introduced from Japan. PLANTS (BASEL, SWITZERLAND) 2021; 10:plants10071385. [PMID: 34371588 PMCID: PMC8309391 DOI: 10.3390/plants10071385] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/16/2021] [Revised: 06/29/2021] [Accepted: 07/05/2021] [Indexed: 05/13/2023]
Abstract
In response to the germplasm resources' conservation in China, the characters of a superior landrace of broad bean (Vicia faba L.) Cixidabaican (CX) were identified, compared with Lixiyicun (LX) introduced from Japan. The plant morphology and root structure of CX were larger, pods/seeds number and yield per plant were higher, but the size of pods/seeds and single-seed weight were lower than the similar characteristics in LX. The protein content of dry seeds of CX was 4.1% lower than LX, while the amino acids contents showed no difference between the two cultivars. The seed scan electron micrograph showed that the structure of starch granules was similar, while the granules number was lower in CX than LX. iTRAQ-based proteomics showed that 80 differentially abundant proteins (DAPs) were higher, and 45 DAPs were less abundant in the seeds of CX compared to LX, and DAPs were enriched in proteins of carbohydrate and amino acid metabolism. These results verified the importance of the further study of landraces by showing superior traits of CX, which could contribute to the breeding of better-quality varieties.
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Affiliation(s)
- Pengfei Hao
- Department of Agronomy, Institute of Crop Science, College of Agriculture and Biotechnology, Zijingang Campus, Zhejiang University, Hangzhou 310058, China; (P.H.); (Q.F.); (F.W.)
| | - Yaming Zhu
- Cixi Agricultural Technology Extension Center, Cixi 315300, China;
| | - Qidong Feng
- Department of Agronomy, Institute of Crop Science, College of Agriculture and Biotechnology, Zijingang Campus, Zhejiang University, Hangzhou 310058, China; (P.H.); (Q.F.); (F.W.)
| | - Zhuqun Jin
- Cixi Agricultural Technology Extension Center, Cixi 315300, China;
- Correspondence:
| | - Feibo Wu
- Department of Agronomy, Institute of Crop Science, College of Agriculture and Biotechnology, Zijingang Campus, Zhejiang University, Hangzhou 310058, China; (P.H.); (Q.F.); (F.W.)
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19
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Vasilaki A, Panagiotopoulou E, Koupantsis T, Katsanidis E, Mourtzinos I. Recent insights in flavor-enhancers: Definition, mechanism of action, taste-enhancing ingredients, analytical techniques and the potential of utilization. Crit Rev Food Sci Nutr 2021; 62:9036-9052. [PMID: 34142890 DOI: 10.1080/10408398.2021.1939264] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/11/2022]
Abstract
The consumers' demand for clean-label food products, lead to the replacement of conventional additives and redesign of the production methods in order to adopt green processes. Many researchers have focused on the identification and isolation of naturally occurring taste and flavor enhancers. The term "taste enhancer" and "flavor enhancer" refer to umami and kokumi components, respectively, and their utilization requires the study of their mechanism of action and the identification of their natural sources. Plants, fungi and dairy products can provide high amounts of naturally occurring taste and flavor enhancers. Thermal or enzymatic treatments of the raw materials intensify taste and flavor properties. Their utilization as taste and flavor enhancers relies on their identification and isolation. All the above-mentioned issues are discussed in this review, from the scope of listing the newest trends and up-to-date technological developments. Additionally, the appropriate sensory analysis protocols of the naturally occurring taste-active components are presented. Moreover, future trends in using such ingredients by the food industry can motivate researchers to study new means for clean-label food production and provide further knowledge to the food industry, in order to respond to consumers' demands.
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Affiliation(s)
| | | | - Thomas Koupantsis
- Research and Development Department, PROVIL S.A, Thessaloniki, Greece
| | - Eugenios Katsanidis
- Department of Food Science and Technology, Faculty of Agriculture, Aristotle University of Thessaloniki, Thessaloniki, Greece
| | - Ioannis Mourtzinos
- Department of Food Science and Technology, Faculty of Agriculture, Aristotle University of Thessaloniki, Thessaloniki, Greece
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20
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Wang B, Zhang Q, Zhang N, Bak KH, Soladoye OP, Aluko RE, Fu Y, Zhang Y. Insights into formation, detection and removal of the beany flavor in soybean protein. Trends Food Sci Technol 2021. [DOI: 10.1016/j.tifs.2021.04.018] [Citation(s) in RCA: 21] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
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21
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Recent advantage of interactions of protein-flavor in foods: Perspective of theoretical models, protein properties and extrinsic factors. Trends Food Sci Technol 2021. [DOI: 10.1016/j.tifs.2021.02.060] [Citation(s) in RCA: 33] [Impact Index Per Article: 8.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/14/2022]
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22
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Nawaz MA, Tan M, Øiseth S, Buckow R. An Emerging Segment of Functional Legume-Based Beverages: A Review. FOOD REVIEWS INTERNATIONAL 2020. [DOI: 10.1080/87559129.2020.1762641] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 02/07/2023]
Affiliation(s)
- Malik Adil Nawaz
- Commonwealth Scientific and Industrial Research Organisation (CSIRO), Agriculture and Food, Werribee, Australia
| | - Melvin Tan
- Commonwealth Scientific and Industrial Research Organisation (CSIRO), Agriculture and Food, Werribee, Australia
| | - Sofia Øiseth
- Commonwealth Scientific and Industrial Research Organisation (CSIRO), Agriculture and Food, Werribee, Australia
| | - Roman Buckow
- Commonwealth Scientific and Industrial Research Organisation (CSIRO), Agriculture and Food, Werribee, Australia
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23
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Lampi AM, Yang Z, Mustonen O, Piironen V. Potential of faba bean lipase and lipoxygenase to promote formation of volatile lipid oxidation products in food models. Food Chem 2019; 311:125982. [PMID: 31862568 DOI: 10.1016/j.foodchem.2019.125982] [Citation(s) in RCA: 37] [Impact Index Per Article: 6.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/16/2019] [Revised: 11/11/2019] [Accepted: 11/28/2019] [Indexed: 12/23/2022]
Abstract
Faba bean can respond to the need for plant-based proteins for human consumption. The aim of this work was to study the role of lipid-modifying enzymes in faba bean in causing off-flavour compounds during processing. The faba bean exhibited high lipase and lipoxygenase (LOX) activities, with pH optima being 8.0 and 6.0, respectively. Faba bean LOX preferred free fatty acids (FFAs) over triacylglycerols as substrates, and together with other LOX pathway enzymes, it formed specific volatile products, as measured using headspace solid-phase microextraction-gas chromatography. During the preparation of the food models (i.e. the extracts and emulsions), enzymatic lipid oxidation occurred. The inclusion in the emulsions of rapeseed oil, especially of rapeseed oil FFAs, remarkably increased the amounts of volatile products. The largest quantities of products were formed in food models at pH 6.4, which is close to the pH optimum of LOX. Further studies on lipase in food models are needed.
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Affiliation(s)
- Anna-Maija Lampi
- Department of Food and Nutrition, University of Helsinki, P.O. Box 66, FI-00014 Helsinki, Finland
| | - Zhen Yang
- Department of Food and Nutrition, University of Helsinki, P.O. Box 66, FI-00014 Helsinki, Finland.
| | - Otto Mustonen
- Department of Food and Nutrition, University of Helsinki, P.O. Box 66, FI-00014 Helsinki, Finland
| | - Vieno Piironen
- Department of Food and Nutrition, University of Helsinki, P.O. Box 66, FI-00014 Helsinki, Finland
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