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Xu J, Chen Q, Qiu Y, Wang Z, Zeng M, Qin F, Chen J, He Z. Competitive binding of flavors in the preparation of soy protein: Screening based on molecular docking. Food Chem 2025; 475:143279. [PMID: 39933389 DOI: 10.1016/j.foodchem.2025.143279] [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: 09/03/2024] [Revised: 02/02/2025] [Accepted: 02/06/2025] [Indexed: 02/13/2025]
Abstract
Competitive binding of flavor compounds to proteins offers a strategy for mitigating off-flavors in soy protein isolate (SPI). We hypothesized that highly competitive pleasant flavor compounds can facilitate the release of off-flavors by occupying their binding sites during SPI preparation. Molecular docking identified four binding pockets on β-conglycinin (7S) and glycinin (11S) proteins interacting with off-flavors. From 54 pleasant flavors, 30 were screened, focusing on seven: δ-nonalactone, δ-decalactone, δ-undecalactone, furaneol, geraniol, nerol, and geranyl acetate. Sensory evaluation and gas chromatography-mass spectrometry (GC-MS) analysis demonstrated that these compounds significantly reduced the intensity of unpleasant flavor attributes and decreased off-flavor content under high concentration neutral conditions (10 % w/v, pH 7.0) and low concentration acidic conditions (3 % w/v, pH 4.0). Structural differences influenced binding efficacy, with shorter-chain compounds like furaneol outperforming long-chain lactones. These findings provide a novel strategy for off-flavor removal in SPI, supporting the development of consumer-preferred soy products.
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Affiliation(s)
- Jiao Xu
- State Key Laboratory of Food Science and Resources, Jiangnan University, Wuxi 214122, China; School of Food Science and Technology, Jiangnan University, Wuxi 214122, China
| | - Qiuming Chen
- State Key Laboratory of Food Science and Resources, Jiangnan University, Wuxi 214122, China; School of Food Science and Technology, Jiangnan University, Wuxi 214122, China
| | - Yan Qiu
- ADM (Shanghai) Management Co., Ltd., Shanghai 200233, China
| | - Zhaojun Wang
- State Key Laboratory of Food Science and Resources, Jiangnan University, Wuxi 214122, China; School of Food Science and Technology, Jiangnan University, Wuxi 214122, China
| | - Maomao Zeng
- State Key Laboratory of Food Science and Resources, Jiangnan University, Wuxi 214122, China; School of Food Science and Technology, Jiangnan University, Wuxi 214122, China
| | - Fang Qin
- State Key Laboratory of Food Science and Resources, Jiangnan University, Wuxi 214122, China; School of Food Science and Technology, Jiangnan University, Wuxi 214122, China
| | - Jie Chen
- State Key Laboratory of Food Science and Resources, Jiangnan University, Wuxi 214122, China.
| | - Zhiyong He
- School of Food Science and Technology, Jiangnan University, Wuxi 214122, China.
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2
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Velázquez-Martínez RI, Muñoz-González C, Marina-Ramírez A, Pozo-Bayón MÁ. Time-dependent changes in the early salivary proteome after oral stimulation with wine differs by the individual 6- n-propylthiouracil (prop) taster status. Food Funct 2025; 16:2598-2610. [PMID: 40052294 DOI: 10.1039/d4fo05082g] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 03/18/2025]
Abstract
Differences in the oral responsiveness to the bitter compound 6-n-propylthiouracil (PROP) between taster (T) and non-taster (NT) individuals have also been related to differences in the long-lasting wine astringency perception, which could be linked to differences in the dynamics of the salivary protein profile upon wine stimulation, depending on the individual PROP taste status (PTS). To check this, the time-course changes in the early protein salivary profile (30 and 60 seconds) after the oral stimulation with a red wine (CRW) and with the same tannin-enriched wine (TRW) in Ts and NTs (young women) were tested by using an untargeted proteomic approach. Results showed that Ts exhibited more pronounced protein changes (measured as the ratio of protein abundance before and after wine stimulation), compared to NTs, including proteins such as cystatins (SN, S, SA and D), α-amylase, prolactin (PIP), carbonic anhydrase VI (CA-VI) and acid proline-rich proteins (aPRP). These changes were more evident in 30 s (t1) than 60 s (t2) after the oral exposure to the wine and they were of higher magnitude after the exposure to TRW. These results suggest that differences in the salivary proteome profile induced by the oral stimulation with wine depending on PTS might contribute to explain individual variations in wine astringency perception over time.
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Affiliation(s)
- Rafael I Velázquez-Martínez
- Instituto de Investigación en Ciencias de la Alimentación (CIAL), CSIC-UAM, C/Nicolás Cabrera, 9, 28049, Madrid, Spain.
| | - Carolina Muñoz-González
- Instituto de Investigación en Ciencias de la Alimentación (CIAL), CSIC-UAM, C/Nicolás Cabrera, 9, 28049, Madrid, Spain.
| | - Anabel Marina-Ramírez
- Instituto de Investigación en Ciencias de la Alimentación (CIAL), CSIC-UAM, C/Nicolás Cabrera, 9, 28049, Madrid, Spain.
| | - María Ángeles Pozo-Bayón
- Instituto de Investigación en Ciencias de la Alimentación (CIAL), CSIC-UAM, C/Nicolás Cabrera, 9, 28049, Madrid, Spain.
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3
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Garbers P, Brandal HA, Vardeberg Skeie A, Karlsnes GW, Varela P, Tyl C, Westereng B. Pea-Derived Raffinose-Family Oligosaccharides as a Novel Ingredient to Accelerate Sour Beer Production. JOURNAL OF AGRICULTURAL AND FOOD CHEMISTRY 2025; 73:4219-4230. [PMID: 39907239 PMCID: PMC11843718 DOI: 10.1021/acs.jafc.4c06748] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/26/2024] [Revised: 01/06/2025] [Accepted: 01/06/2025] [Indexed: 02/06/2025]
Abstract
This study investigated raffinose family oligosaccharides (RFOs) derived from pulses as selective carbon sources for sour beer production. Fourteen lactic acid bacteria (LAB) were screened for growth in media supplemented with RFOs. Furthermore, the influence of ethanol and isomerized α-acids on the bacterial growth was investigated. While most LAB grew in the presence of RFOs, few did so in the presence of ethanol and α-acids. Some of the LAB with tolerance to these stressors were then combined with Brettanomyces claussenii to create classic-style sour beers with or without RFOs. These were characterized chemically, physically, and sensorially. Sour beers made with RFOs were evaluated as being comparable to a commercial Belgian sour beer for some sensory characteristics. Furthermore, the sensory analysis revealed significantly increased acidity levels and differences in flavor and taste between beers fermented with and without RFOs, which was underpinned by chemical analysis. Crucially, beany off-flavors, which are a common problem with pulse-derived ingredients, did not increase upon RFO addition. Thus, by combining selected LAB with RFOs, we successfully utilized a food sidestream and expanded the possibilities for brewing sour beers in a controlled manner in a short time. This is in contrast to the lengthy process used for traditional sour beers.
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Affiliation(s)
- Philipp Garbers
- Faculty of
Chemistry, Biotechnology and Food Science, Norwegian University of Life Science, Ås 1433, Norway
| | - Hans Andreas Brandal
- Faculty of
Chemistry, Biotechnology and Food Science, Norwegian University of Life Science, Ås 1433, Norway
| | - Aksel Vardeberg Skeie
- Faculty of
Chemistry, Biotechnology and Food Science, Norwegian University of Life Science, Ås 1433, Norway
| | - Gard W. Karlsnes
- Sensory and
Consumer Sciences, Norwegian Institute of
Food, Fisheries and Aquaculture Research, Ås 1433, Norway
| | - Paula Varela
- Sensory and
Consumer Sciences, Norwegian Institute of
Food, Fisheries and Aquaculture Research, Ås 1433, Norway
| | - Catrin Tyl
- Faculty of
Chemistry, Biotechnology and Food Science, Norwegian University of Life Science, Ås 1433, Norway
| | - Bjo̷rge Westereng
- Faculty of
Chemistry, Biotechnology and Food Science, Norwegian University of Life Science, Ås 1433, Norway
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4
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Iqbal A, Hosseini AF, Rizvi SSH. Supercritical fluid extrusion of pea flour and pea protein concentrate: Effects on off-flavor removal and sensory improvement. J Food Sci 2025; 90:e70004. [PMID: 39832230 DOI: 10.1111/1750-3841.70004] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/02/2024] [Revised: 12/11/2024] [Accepted: 01/04/2025] [Indexed: 01/22/2025]
Abstract
This study was intended to provide a novel process that fills a knowledge gap in relation to the enhancement of pulses utilization. The primary goal was to develop an experimental framework for using a high-pressure supercritical fluid extruder (SCFX) as a continuous bioreactor to produce off-flavor reduced and functionally superior pulse flours and protein concentrates in a single step. The current study focused on using SCFX processing to remove off-flavor from pulse flour and protein concentrates, enhancing the quality, acceptability, and marketability of pulse-based products. Supercritical carbon dioxide (SC-CO2), a well-known green solvent, was employed in combination with an extrusion system to achieve off-flavor reduction at larger scale. Using various methods such as headspace solid-phase microextraction-gas chromatography mass-spectroscopy (HS-SPME-GC-MS) and sensory evaluation, this study demonstrated that SCFX significantly reduced the off-flavor in pea flour (PF) and pea protein concentrate (PPC). HS-SPME-GC-MS analyses identified major off-flavor compounds in unextruded PF and PPC, including 1-hexanol, 1-octanol, 1-nonanol, nonanal, and 2-alkyl methoxypyrazines. Following SCFX treatment, all these compounds except nonanal were removed. Total off-flavor compound concentration dropped from 923 to 126.5 ng/g in PF, and from 571.7 to 65.9 ng/g in pea protein concentrate PPC after SCFX treatment. Sensory evaluation corroborated these HS-SPME-GC-MS findings, showing that over 80% of the participants could accurately distinguish the extruded samples from the unextruded ones, perceiving the treated samples as having the least beany flavor. These findings highlight the efficacy of SCFX processing in enhancing the sensory profile of pulse-based products by removing off-flavor compounds.
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Affiliation(s)
- Aamir Iqbal
- Department of Food Science, Cornell University, Ithaca, New York, USA
| | | | - Syed S H Rizvi
- Department of Food Science, Cornell University, Ithaca, New York, USA
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5
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Yu Y, Liu H, Gong W, Chen Y, An X, Zhang H, Liang Y, Wang J. Change in volatile profiles of wheat flour during maturation. Food Res Int 2024; 194:114936. [PMID: 39232547 DOI: 10.1016/j.foodres.2024.114936] [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: 05/07/2024] [Revised: 08/06/2024] [Accepted: 08/14/2024] [Indexed: 09/06/2024]
Abstract
The volatile profiles of wheat flour during maturation were examined through headspace solid-phase micro-extraction gas chromatography-mass spectrometry (HS-SPME-GC/MS) combined with electronic nose (E-nose) and electronic tongue (E-tongue) analyses. The wheat flour underwent maturation under three distinct conditions for predetermined durations. While GC/MS coupled with E-tongue exhibited discernment capability among wheat flour samples subjected to varying maturation conditions, E-nose analysis solely relying on principal component analysis failed to achieve discrimination. 83 volatile compounds were identified in wheat flour, with the highest abundance observed in samples matured for 50 d at 25 °C. Notably, trans-2-Nonenal, decanal, and nonanal were the main contributors to the characteristic flavor profile of wheat flour. Integration of HS-SPME-GC/MS with E-tongue indicated superior flavor development and practical viability in wheat flour matured for 50 d at 25 °C. This study furnishes a theoretical groundwork for enhancing the flavor profiles of wheat flour and its derivative products.
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Affiliation(s)
- Yingtao Yu
- College of Biological Engineering, Henan University of Technology, Zhengzhou 450001, China
| | - Hao Liu
- College of Biological Engineering, Henan University of Technology, Zhengzhou 450001, China
| | - Wei Gong
- College of Biological Engineering, Henan University of Technology, Zhengzhou 450001, China
| | - Yanyan Chen
- College of Biological Engineering, Henan University of Technology, Zhengzhou 450001, China
| | - Xin An
- College of Biological Engineering, Henan University of Technology, Zhengzhou 450001, China
| | - Huihui Zhang
- College of Biological Engineering, Henan University of Technology, Zhengzhou 450001, China
| | - Ying Liang
- College of Biological Engineering, Henan University of Technology, Zhengzhou 450001, China
| | - Jinshui Wang
- College of Biological Engineering, Henan University of Technology, Zhengzhou 450001, China.
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6
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Wojciechowski K, Baran K. Surface activity of Lupinus angustifolius (blue lupine) seed extracts. Food Chem 2024; 452:139592. [PMID: 38744136 DOI: 10.1016/j.foodchem.2024.139592] [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: 04/29/2024] [Accepted: 05/06/2024] [Indexed: 05/16/2024]
Abstract
Surface tension (γeq) of the seed extracts of four lupine cultivars showed values in the range 44.9-46.4 mN/m. The surface compression elasticity (E') of the adsorbed layers and foaming capacity (FC) also showed similar values (E' ∼ 30 mN/m, FC ∼ 100%). The effect of defatting prior to extraction at pH 8.5 depends on the solvent employed - hexane and dichloromethane improved the subsequent protein extraction yield, while ethanol reduced it. The effect of defatting on surface tension could be positive (for hexane and ethanol) or negative (for dichloromethane). Generally, defatting improved the surface compression rheological and foaming parameters. On the other hand, fractionation of the extracts obtained at pH 8.5 from hexane-defatted seeds did not improve significantly the surface activity parameters. Some improvement with respect to the unfractionated extracts was observed only for the extracts of undefatted seeds. γeq, E', E" and FC isotherms confirm the surfactant-like behavior of the lupine seed extracts.
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Affiliation(s)
- Kamil Wojciechowski
- Department of Chemistry, University of Warmia and Mazury in Olsztyn, Olsztyn, Poland; Faculty of Chemistry, Warsaw University of Technology, Noakowskiego 3, 00-664 Warsaw, Poland.
| | - Klaudia Baran
- Faculty of Chemistry, Warsaw University of Technology, Noakowskiego 3, 00-664 Warsaw, Poland
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7
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Vurro F, De Angelis D, Squeo G, Caponio F, Summo C, Pasqualone A. Exploring Volatile Profiles and De-Flavoring Strategies for Enhanced Acceptance of Lentil-Based Foods: A Review. Foods 2024; 13:2608. [PMID: 39200535 PMCID: PMC11353891 DOI: 10.3390/foods13162608] [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: 07/09/2024] [Revised: 08/07/2024] [Accepted: 08/19/2024] [Indexed: 09/02/2024] Open
Abstract
Lentils are marketed as dry seeds, fresh sprouts, flours, protein isolates, and concentrates used as ingredients in many traditional and innovative food products, including dairy and meat analogs. Appreciated for their nutritional and health benefits, lentil ingredients and food products may be affected by off-flavor notes described as "beany", "green", and "grassy", which can limit consumer acceptance. This narrative review delves into the volatile profiles of lentil ingredients and possible de-flavoring strategies, focusing on their effectiveness. Assuming that appropriate storage and processing are conducted, so as to prevent or limit undesired oxidative phenomena, several treatments are available: thermal (pre-cooking, roasting, and drying), non-thermal (high-pressure processing, alcohol washing, pH variation, and addition of adsorbents), and biotechnological (germination and fermentation), all of which are able to reduce the beany flavor. It appears that lentil is less studied than other legumes and more research should be conducted. Innovative technologies with great potential, such as high-pressure processing or the use of adsorbents, have been not been explored in detail or are still totally unexplored for lentil. In parallel, the development of lentil varieties with a low LOX and lipid content, as is currently in progress for soybean and pea, would significantly reduce off-flavor notes.
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Affiliation(s)
| | | | | | | | | | - Antonella Pasqualone
- Department of Soil, Plant and Food Science (DISSPA), University of Bari ‘Aldo Moro’, Via Amendola, 165/a, 70126 Bari, Italy; (F.V.); (D.D.A.); (G.S.); (C.S.)
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8
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Emkani M, Gourrat K, Oliete B, Saurel R. Identification of volatile and odor-active compounds in pea protein fractions obtained by a modified extraction method using fermentation. J Food Sci 2024; 89:4229-4249. [PMID: 38875321 DOI: 10.1111/1750-3841.17145] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/07/2023] [Revised: 04/16/2024] [Accepted: 05/13/2024] [Indexed: 06/16/2024]
Abstract
This study investigates the aromatic composition of pea albumin and globulin fractions obtained through either fermentation or conventional acidification using hydrochloric acid (control) toward the isoelectric point of pea globulins. Different lactic acid bacteria were used including S. thermophilus (ST), L. plantarum (LP), and their coculture (STLP). The volatile compounds were extracted by solvent-assisted flavor evaporation technique and quantified by gas chromatography-mass spectrometry (GC-MS). Odor-active compounds (OAC) were further characterized by gas chromatography-olfactometry (GC-O). In total, 96 volatile and 36 OACs were identified by GC-MS and GC-O, respectively. The results indicated that the protein fractions obtained by conventional acidification were mainly described by green notes for the presence of different volatile compounds such as hexanal. However, the samples obtained by fermentation had a lower content of these volatile compounds. Moreover, protein fractions obtained by coculture fermentation were described by volatile compounds associated with fruity, floral, and lactic notes. PRACTICAL APPLICATION: The insights from this study on pea protein aroma could find practical use in the food industry to enhance the sensory qualities of plant-based products. By utilizing fermentation methods and specific lactic acid bacteria combinations, manufacturers may produce pea protein with reduced undesirable green notes, offering consumers food options with improved flavors. This research may contribute to the development of plant-based foods that not only provide nutritional benefits but also meet consumer preferences for a more appealing taste profile.
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Affiliation(s)
- Mehrsa Emkani
- Université Bourgogne Franche-Comté, Institut Agro, Université Bourgogne, INRAE, PAM UMR A 02.102, Dijon, France
| | - Karine Gourrat
- Centre des Sciences du Goût et de l'Alimentation, CNRS, INRAE, Institut Agro, Université Bourgogne, Dijon, France
- CNRS, INRAE, PROBE Research Infrastructure, ChemoSens facility, Dijon, France
| | - Bonastre Oliete
- Université Bourgogne Franche-Comté, Institut Agro, Université Bourgogne, INRAE, PAM UMR A 02.102, Dijon, France
| | - Rémi Saurel
- Université Bourgogne Franche-Comté, Institut Agro, Université Bourgogne, INRAE, PAM UMR A 02.102, Dijon, France
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9
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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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10
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Zhang D, Jiang K, Luo H, Zhao X, Yu P, Gan Y. Replacing animal proteins with plant proteins: Is this a way to improve quality and functional properties of hybrid cheeses and cheese analogs? Compr Rev Food Sci Food Saf 2024; 23:e13262. [PMID: 38284577 DOI: 10.1111/1541-4337.13262] [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: 05/16/2023] [Revised: 09/27/2023] [Accepted: 10/14/2023] [Indexed: 01/30/2024]
Abstract
The growing emphasis on dietary health has facilitated the development of plant-based foods. Plant proteins have excellent functional attributes and health-enhancing effects and are also environmentally conscientious and animal-friendly protein sources on a global scale. The addition of plant proteins (including soy protein, pea protein, zein, nut protein, and gluten protein) to diverse cheese varieties and cheese analogs holds the promise of manufacturing symbiotic products that not only have reduced fat content but also exhibit improved protein diversity and overall quality. In this review, we summarized the utilization and importance of various plant proteins in the production of hybrid cheeses and cheese analogs. Meanwhile, classification and processing methods related to these cheese products were reviewed. Furthermore, the impact of different plant proteins on the microstructure, textural properties, physicochemical attributes, rheological behavior, functional aspects, microbiological aspects, and sensory characteristics of both hybrid cheeses and cheese analogs were discussed and compared. Our study explores the potential for the development of cheeses made from full/semi-plant protein ingredients with greater sustainability and health benefits. Additionally, it further emphasizes the substantial chances for scholars and developers to investigate the optimal processing methods and applications of plant proteins in cheeses, thereby improving the market penetration of plant protein hybrid cheeses and cheese analogs.
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Affiliation(s)
- Deju Zhang
- Food and Nutritional Sciences, School of Biological Sciences, The University of Hong Kong, Pok Fu Lam, Hong Kong
| | - Kai Jiang
- School of Resources and Civil Engineering, No, rtheastern University, Shenyang, Liaoning, China
| | - Hui Luo
- Laboratory of Oncology, Affiliated Tumor Hospital of Zhengzhou University, Zhengzhou, China
| | - Xiaorui Zhao
- Differentiated & Biofunctional Food, Department of Food Science, Aarhus University, Aarhus, Denmark
| | - Peng Yu
- Department of Endocrinology and Metabolism, Second Affiliated Hospital of Nanchang University, Nanchang, China
| | - Yiming Gan
- Plant Sciences, School of Biological Sciences, The University of Hong Kong, Pok Fu Lam, Hong Kong
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11
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Asen ND, Aluko RE, Martynenko A, Utioh A, Bhowmik P. Yellow Field Pea Protein ( Pisum sativum L.): Extraction Technologies, Functionalities, and Applications. Foods 2023; 12:3978. [PMID: 37959097 PMCID: PMC10648759 DOI: 10.3390/foods12213978] [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: 09/28/2023] [Revised: 10/24/2023] [Accepted: 10/26/2023] [Indexed: 11/15/2023] Open
Abstract
Yellow field peas (Pisum sativum L.) hold significant value for producers, researchers, and ingredient manufacturers due to their wealthy composition of protein, starch, and micronutrients. The protein quality in peas is influenced by both intrinsic factors like amino acid composition and spatial conformations and extrinsic factors including growth and processing conditions. The existing literature substantiates that the structural modulation and optimization of functional, organoleptic, and nutritional attributes of pea proteins can be obtained through a combination of chemical, physical, and enzymatic approaches, resulting in superior protein ingredients. This review underscores recent methodologies in pea protein extraction aimed at enhancing yield and functionality for diverse food systems and also delineates existing research gaps related to mitigating off-flavor issues in pea proteins. A comprehensive examination of conventional dry and wet methods is provided, in conjunction with environmentally friendly approaches like ultrafiltration and enzyme-assisted techniques. Additionally, the innovative application of hydrodynamic cavitation technology in protein extraction is explored, focusing on its prospective role in flavor amelioration. This overview offers a nuanced understanding of the advancements in pea protein extraction methods, catering to the interests of varied stakeholders in the field.
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Affiliation(s)
- Nancy D. Asen
- Department of Food and Human Nutritional Sciences, University of Manitoba, Winnipeg, MB R3T 2N2, Canada; (N.D.A.); (R.E.A.)
| | - Rotimi E. Aluko
- Department of Food and Human Nutritional Sciences, University of Manitoba, Winnipeg, MB R3T 2N2, Canada; (N.D.A.); (R.E.A.)
- Richardson Centre for Food Technology and Research, University of Manitoba, Winnipeg, MB R3T 2N2, Canada
| | - Alex Martynenko
- Department of Engineering, Dalhousie University, Agricultural Campus, P.O. Box 550, Truro, NS B2N 5E3, Canada;
| | - Alphonsus Utioh
- ACU Food Technology Services Inc., 64 Laverendrye Crescent, Portage la Prairie, MB R1N 1B2, Canada;
| | - Pankaj Bhowmik
- Aquatic and Crop Resource Development, National Research Council Canada, 110 Gymnasium Place, Saskatoon, SK S7N 0W9, Canada
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12
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Gasiński A, Kawa-Rygielska J. Malting-A method for modifying volatile composition of black, brown and green lentil seeds. PLoS One 2023; 18:e0290616. [PMID: 37656753 PMCID: PMC10473530 DOI: 10.1371/journal.pone.0290616] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/15/2022] [Accepted: 08/12/2023] [Indexed: 09/03/2023] Open
Abstract
Technique of malting legume seeds is not currently widespread among scientists as well as industrial maltsters. However, this method of seed modification is successfully used by humankind for millennia to improve technological parameters, as well as change taste and aroma of various food products. Three lentil cultivars (black, brown and green) were malted (steeped, germinated for three various time periods and then kilned) to produce nine lentil malts. Malting had significant influence on the volatile composition of lentil seeds. Total concentration of volatiles in the green lentils increased and decreased in the case of black and brown lentils after malting procedure. However, most importantly, in every lentil cultivar the contribution of various groups of compounds (such as aldehydes, alcohols, terpenes or ketones) to the overall volatilome was changed due to the malting procedure.
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Affiliation(s)
- Alan Gasiński
- Faculty of Biotechnology and Food Science, Department of Fermentation and Cereals Technology, Wrocław University of Environmental and Life Science, Wrocław, Poland
| | - Joanna Kawa-Rygielska
- Faculty of Biotechnology and Food Science, Department of Fermentation and Cereals Technology, Wrocław University of Environmental and Life Science, Wrocław, Poland
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13
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Usman M, Swanson G, Chen B, Xu M. Sensory profile of pulse-based high moisture meat analogs: A study on the complex effect of germination and extrusion processing. Food Chem 2023; 426:136585. [PMID: 37331147 DOI: 10.1016/j.foodchem.2023.136585] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/07/2023] [Revised: 05/29/2023] [Accepted: 06/07/2023] [Indexed: 06/20/2023]
Abstract
Germination and extrusion are two processes that could affect beany flavors in pulse-based high-moisture meat analogs (HMMAs). This research studied the sensory profile of HMMAs made by protein-rich flours from germinated/ungerminated pea and lentil. Air-classified pulse protein-rich fractions were processed into HMMAs with twin screw extrusion cooking, optimized at 140 °C (zone 5 temperature) and 800 rpm screw speed. Overall, 30 volatile compounds were identified by Gas Chromatography-Mass Spectrometry/Olfactory. Chemometric analysis exhibited that the extrusion markedly (p < 0.05) reduced beany flavor. A synergistic effect of germination and extrusion process was observed, decreasing some beany flavors such as 1-octen-3-ol and 2,4-decadienal, and the overall beany taste. Pea-based HMMAs are suitable for lighter, softer poultry meat, while lentil-based HMMAs are suited for darker, harder livestock meat. Those findings offer novel insights into the regulation of beany flavors, odor notes, color, and taste to improve the sensory quality of HMMAs.
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Affiliation(s)
- Muhammad Usman
- Department of Plant Sciences, North Dakota State University, Fargo, ND 58108, USA
| | - Gabriel Swanson
- Department of Plant Sciences, North Dakota State University, Fargo, ND 58108, USA
| | - Bingcan Chen
- Department of Plant Sciences, North Dakota State University, Fargo, ND 58108, USA
| | - Minwei Xu
- Department of Plant Sciences, North Dakota State University, Fargo, ND 58108, USA.
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14
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Flores M, Hernán A, Salvador A, Belloch C. Influence of soaking and solvent extraction for deodorization of texturized pea protein isolate on the formulation and properties of hybrid meat patties. JOURNAL OF THE SCIENCE OF FOOD AND AGRICULTURE 2023; 103:2806-2814. [PMID: 36647301 DOI: 10.1002/jsfa.12453] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/16/2022] [Revised: 01/11/2023] [Accepted: 01/17/2023] [Indexed: 06/17/2023]
Abstract
BACKGROUND Hybrid batters constitute the base for the processing of cooked and dry meat analogues. The use of texturized plant proteins in their formulation is a key strategy to reduce the consumption of animal proteins, although off-flavors present in these plant proteins often cause sensory rejection. The aim was to study the effect of a deodorization process of pea protein, for their use in hybrid meat batters at different percentages of substitution. RESULTS Hybrid patties with higher percentages of pea protein showed higher values of yellowness, pH, and water activity, whereas hardness was reduced. Soaking treatment with ethanol for deodorization of the texturized pea protein increased humidity and pH in all patties but reduced the textural properties (hardness, springiness, cohesiveness, and chewiness). The addition of oat flour improved the patty texture at higher percentages of pea protein, but in soaked deodorized patty formulations it affected volatile retention. Volatile compounds related to off-flavors (aldehydes, alcohols, acid compounds, ketones, and pyrazines) appeared significantly increased as the pea percentage increased, although these were efficiently removed by the soaking deodorizing process applied. CONCLUSION Soaking of the texturized pea protein with ethanol is an effective strategy to reduce off-flavors in hybrid meat patties. However, it produces changes in the textural characteristics by the solubilization of the proteins of the texturized pea, reducing the availability to form a network and affecting volatile retention. The formulation of hybrid batter should be controlled in all sensory aspects for the processing of cooked and dry cured meat product analogues. © 2023 The Authors. Journal of The Science of Food and Agriculture published by John Wiley & Sons Ltd on behalf of Society of Chemical Industry.
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Affiliation(s)
- Mónica Flores
- Institute of Agrochemistry and Food Technology (IATA-CSIC), Paterna, Valencia, Spain
| | - Aina Hernán
- Institute of Agrochemistry and Food Technology (IATA-CSIC), Paterna, Valencia, Spain
| | - Ana Salvador
- Institute of Agrochemistry and Food Technology (IATA-CSIC), Paterna, Valencia, Spain
| | - Carmela Belloch
- Institute of Agrochemistry and Food Technology (IATA-CSIC), Paterna, Valencia, Spain
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15
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Wei G, Dan M, Zhao G, Wang D. Recent advances in chromatography-mass spectrometry and electronic nose technology in food flavor analysis and detection. Food Chem 2023; 405:134814. [DOI: 10.1016/j.foodchem.2022.134814] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/29/2022] [Revised: 10/21/2022] [Accepted: 10/28/2022] [Indexed: 11/09/2022]
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16
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Origins of volatile compounds and identification of odour-active compounds in air-classified fractions of faba bean (Vicia faba L. minor). Food Res Int 2023; 163:112260. [PMID: 36596170 DOI: 10.1016/j.foodres.2022.112260] [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: 06/13/2022] [Revised: 11/21/2022] [Accepted: 11/27/2022] [Indexed: 12/02/2022]
Abstract
Faba bean (Vicia faba L. minor) has many interests but is characterised by off-notes (negative odours/aromas) due to volatile compounds that are promoted during seed processing. Little is known about the volatile compounds of faba bean and their contribution to its odour. The purpose of this study was to determine the volatile compound origins of air-classified fractions (flour (F), starch (S) and protein (P)) from 3 faba bean cultivars and identify the odour-active compounds. Firstly, the volatile content of the fractions was extracted by solvent-assisted flavour evaporation (SAFE) and analysed by gas chromatography-mass spectrometry (GC-MS). A total of 147 volatile compounds were detected and categorised into 12 chemical classes. The P fractions had many volatile compounds from free fatty acid (FFA) oxidation and a higher lipoxygenase (LOX) activity. The volatile content suggested that cultivar 1 (C1) was confronted with a biotic stress at field whereas cultivar 2 (C2), richer in molecules from amino acid (AA) degradation, was contaminated by microorganisms in the field. Secondly, 35 odour-active compounds (OACs) were identified by GC-olfactometry (GC-O) and 12 odour-classes were used to describe the faba bean odours. The P fractions had higher detection frequency (DF) than the S and F fractions. P2 had a more complex odour profile due to important FFA and AA degradation. This work provides a better understanding of the impact of cultivar and processing steps on the faba bean volatile content. Selection of pulse-based ingredients with low volatile compounds could improve their flavour and increase their consumption.
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17
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Kumar P, Sharma N, Ahmed MA, Verma AK, Umaraw P, Mehta N, Abubakar AA, Hayat MN, Kaka U, Lee SJ, Sazili AQ. Technological interventions in improving the functionality of proteins during processing of meat analogs. Front Nutr 2022; 9:1044024. [PMID: 36601080 PMCID: PMC9807037 DOI: 10.3389/fnut.2022.1044024] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/14/2022] [Accepted: 12/02/2022] [Indexed: 12/24/2022] Open
Abstract
Meat analogs have opened a new horizon of opportunities for developing a sustainable alternative for meat and meat products. Proteins are an integral part of meat analogs and their functionalities have been extensively studied to mimic meat-like appearance and texture. Proteins have a vital role in imparting texture, nutritive value, and organoleptic attributes to meat analogs. Processing of suitable proteins from vegetable, mycoproteins, algal, and single-cell protein sources remains a challenge and several technological interventions ranging from the isolation of proteins to the processing of products are required. The present paper reviews and discusses in detail various proteins (soy proteins, wheat gluten, zein, algal proteins, mycoproteins, pulses, potato, oilseeds, pseudo-cereals, and grass) and their suitability for meat analog production. The review also discusses other associated aspects such as processing interventions that can be adapted to improve the functional and textural attributes of proteins in the processing of meat analogs (extrusion, spinning, Couette shear cell, additive manufacturing/3D printing, and freeze structuring). '.
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Affiliation(s)
- Pavan Kumar
- Institute of Tropical Agriculture and Food Security, Universiti Putra Malaysia (UPM), Seri Kembangan, Malaysia
- Department of Livestock Products Technology, College of Veterinary Science, Guru Angad Dev Veterinary and Animal Sciences University, Ludhiana, India
| | - Neelesh Sharma
- Division of Veterinary Medicine, Faculty of Veterinary Sciences and Animal Husbandry, Sher-e-Kashmir University of Agricultural Sciences and Technology of Jammu, Jammu, India
| | - Muideen Adewale Ahmed
- Institute of Tropical Agriculture and Food Security, Universiti Putra Malaysia (UPM), Seri Kembangan, Malaysia
| | - Akhilesh K. Verma
- Department of Livestock Products Technology, College of Veterinary and Animal Sciences, Sardar Vallabhbhai Patel University of Agriculture and Technology, Meerut, India
| | - Pramila Umaraw
- Department of Livestock Products Technology, College of Veterinary and Animal Sciences, Sardar Vallabhbhai Patel University of Agriculture and Technology, Meerut, India
| | - Nitin Mehta
- Department of Livestock Products Technology, College of Veterinary Science, Guru Angad Dev Veterinary and Animal Sciences University, Ludhiana, India
| | - Ahmed Abubakar Abubakar
- Institute of Tropical Agriculture and Food Security, Universiti Putra Malaysia (UPM), Seri Kembangan, Malaysia
| | - Muhammad Nizam Hayat
- Department of Animal Science, Faculty of Agriculture, Universiti Putra Malaysia, Seri Kembangan, Malaysia
| | - Ubedullah Kaka
- Department of Companion Animal Medicine and Surgery, Faculty of Veterinary Medicine, Universiti Putra Malaysia, Seri Kembangan, Malaysia
| | - Sung-Jin Lee
- Department of Applied Animal Science, College of Animal Life Sciences, Kangwon National University, Chuncheon-si, South Korea
| | - Awis Qurni Sazili
- Department of Animal Science, Faculty of Agriculture, Universiti Putra Malaysia, Seri Kembangan, Malaysia
- Halal Products Research Institute, Putra Infoport, Universiti Putra Malaysia, Seri Kembangan, Malaysia
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18
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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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19
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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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20
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Colloidal and Acid Gelling Properties of Mixed Milk and Pea Protein Suspensions. Foods 2022; 11:foods11101383. [PMID: 35626953 PMCID: PMC9140544 DOI: 10.3390/foods11101383] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/09/2022] [Revised: 05/03/2022] [Accepted: 05/04/2022] [Indexed: 02/01/2023] Open
Abstract
The present study aims to describe colloidal and acid gelling properties of mixed suspensions of pea and milk proteins. Mixed protein suspensions were prepared by adding pea protein isolate to rehydrated skimmed milk (3% w/w protein) to generate four mixed samples at 5, 7, 9, and 11% w/w total protein. Skimmed milk powder was also used to prepare four pure milk samples at the same protein concentrations. The samples were analyzed in regard to their pH, viscosity, color, percentage of sedimentable material, heat and ethanol stabilities, and acid gelling properties. Mixed suspensions were darker and presented higher pH, viscosity, and percentage of sedimentable material than milk samples. Heat and ethanol stabilities were similar for both systems and were reduced as a function of total protein concentration. Small oscillation rheology and induced syneresis data showed that the presence of pea proteins accelerated acid gel formation but weakened the final structure of the gels. In this context, the results found in the present work contributed to a better understanding of mixed dairy/plant protein functionalities and the development of new food products.
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21
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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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22
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Ingredients, Processing, and Fermentation: Addressing the Organoleptic Boundaries of Plant-Based Dairy Analogues. Foods 2022; 11:foods11060875. [PMID: 35327297 PMCID: PMC8952883 DOI: 10.3390/foods11060875] [Citation(s) in RCA: 19] [Impact Index Per Article: 6.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/15/2022] [Revised: 03/14/2022] [Accepted: 03/16/2022] [Indexed: 12/11/2022] Open
Abstract
Consumer interest and research in plant-based dairy analogues has been growing in recent years because of increasingly negative implications of animal-derived products on human health, animal wellbeing, and the environment. However, plant-based dairy analogues face many challenges in mimicking the organoleptic properties of dairy products due to their undesirable off-flavours and textures. This article thus reviews fermentation as a viable pathway to developing clean-label plant-based dairy analogues with satisfactory consumer acceptability. Discussions on complementary strategies such as raw material selection and extraction technologies are also included. An overview of plant raw materials with the potential to be applied in dairy analogues is first discussed, followed by a review of the processing steps and innovative techniques required to transform these plant raw materials into functional ingredients such as plant-based aqueous extracts or flours for subsequent fermentation. Finally, the various fermentation (bacterial, yeast, and fungal) methodologies applied for the improvement of texture and other sensory qualities of plant-based dairy analogues are covered. Concerted research efforts would be required in the future to tailor and optimise the presented wide diversity of options to produce plant-based fermented dairy analogues that are both delicious and nutritionally adequate.
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23
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Shen Y, Hong S, Li Y. Pea protein composition, functionality, modification, and food applications: A review. ADVANCES IN FOOD AND NUTRITION RESEARCH 2022; 101:71-127. [PMID: 35940709 DOI: 10.1016/bs.afnr.2022.02.002] [Citation(s) in RCA: 12] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/15/2023]
Abstract
The demand for proteins continues to increase due to their nutritional benefits, the growing world population, and rising protein deficiency. Plant-based proteins represent a sustainable source to supplement costly animal proteins. Pea (Pisum sativum L.) is one of the most produced plant legume crops in the world and contributes to 26% of the total pulse production. The average protein content of pea is about 20%-25%. The commercial utilization of pea proteins is limited, partially due to its less desirable functionalities and beany off-flavor. Protein modification may change these properties and broaden the application of pea proteins in the food industry. Functional properties such as protein solubility, water and oil holding capacity, emulsifying/foaming capacity and stability, and gelation can be altered and improved by enzymatic, chemical, and physical modifications. These modifications work by affecting protein chemical structures, hydrophobicity/hydrophilicity balance, and interactions with other food constituents. Modifiers, reaction conditions, and degree of modifications are critical variables for protein modifications and can be controlled to achieve desirable functional attributes that may meet applications in meat analogs, baking products, dressings, beverages, dairy mimics, encapsulation, and emulsions. Understanding pea protein characteristics will allow us to design better functional ingredients for food applications.
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Affiliation(s)
- Yanting Shen
- Department of Grain Science and Industry, Kansas State University, Manhattan, KS, United States
| | - Shan Hong
- Department of Grain Science and Industry, Kansas State University, Manhattan, KS, United States
| | - Yonghui Li
- Department of Grain Science and Industry, Kansas State University, Manhattan, KS, United States.
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24
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Ebert S, Michel W, Nedele AK, Baune MC, Terjung N, Zhang Y, Gibis M, Weiss J. Influence of protein extraction and texturization on odor-active compounds of pea proteins. JOURNAL OF THE SCIENCE OF FOOD AND AGRICULTURE 2022; 102:1021-1029. [PMID: 34312871 DOI: 10.1002/jsfa.11437] [Citation(s) in RCA: 14] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/18/2021] [Revised: 07/01/2021] [Accepted: 07/27/2021] [Indexed: 06/13/2023]
Abstract
BACKGROUND The use of plant proteins as food ingredients might be limited due to the presence of foreign or 'off' flavors, which may evolve during extraction and subsequent processing. In this study, the influence of dry (TVP) and wet (WTP) texturization on characteristic volatile compounds of two different pea protein isolates was assessed using gas chromatography-mass spectrometry-olfactometry (GC-MS-O) after direct immersion stir bar sorptive extraction (DI-SBSE). RESULTS Twenty-four odor-active compounds were found, with a prevalence of carbonyls from fat oxidation. Nine of these compounds which are also known as major (off-) flavor contributors in peas were distinctively impacted in all texturates: hexanal, nonanal, 2-undecanone, (E)-2-octenal, (E, Z)-3,5-octadiene-2-one, (E, E)-2,4-decadienal, 2-pentyl-furan, 2-pentyl-pyridine, and γ-nonalactone. For example, hexanal, a characteristic green odorant, was reduced by up to sixfold by wet texturization, from 3.29 ± 1.05% (Pea Protein I) to 0.52 ± 0.02% (Pea WTP I). Furthermore, (E,Z)-3,5-Octadiene-2-one and (E,E)-2,4-decadienal were decreased by 1.5- and 1.8-fold when Pea Protein I and Pea TVP I were compared. CONCLUSION An overall reduction in fat oxidation products and of green and fatty odor-active compounds was observed. The results represent a first insight into the process-related modulation of pea protein (off-) flavors to broaden the applicability of pea proteins as food ingredients.
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Affiliation(s)
- Sandra Ebert
- Department of Food Material Science, Institute of Food Science and Biotechnology, University of Hohenheim, Stuttgart, Germany
| | - Wiebke Michel
- Department of Food Material Science, Institute of Food Science and Biotechnology, University of Hohenheim, Stuttgart, Germany
| | - Ann-Kathrin Nedele
- Department of Flavor Chemistry, Institute of Food Science and Biotechnology, University of Hohenheim, Stuttgart, Germany
| | | | - Nino Terjung
- German Institute for Food Technology, Product Innovation, Quakenbrück, Germany
| | - Yanyan Zhang
- Department of Flavor Chemistry, Institute of Food Science and Biotechnology, University of Hohenheim, Stuttgart, Germany
| | - Monika Gibis
- Department of Food Material Science, Institute of Food Science and Biotechnology, University of Hohenheim, Stuttgart, Germany
| | - Jochen Weiss
- Department of Food Material Science, Institute of Food Science and Biotechnology, University of Hohenheim, Stuttgart, Germany
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25
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Trindler C, Annika Kopf-Bolanz K, Denkel C. Aroma of peas, its constituents and reduction strategies - Effects from breeding to processing. Food Chem 2021; 376:131892. [PMID: 34971885 DOI: 10.1016/j.foodchem.2021.131892] [Citation(s) in RCA: 18] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/06/2021] [Revised: 11/26/2021] [Accepted: 12/15/2021] [Indexed: 12/17/2022]
Abstract
Peas as an alternative protein source have attracted a great deal of interest from the food industry and consumers in recent years. However, pea proteins usually do not taste neutral and exhibit a distinct flavor, often characterized as "beany". This is usually contrasted by the food industry's desire for sensory neutral protein sources. In this review, we highlight the current state of knowledge about the aroma of peas and its changes along the pea value chain. Possible causes and origins, and approaches to reduce or eliminate the aroma constituents are presented. Fermentative methods were identified as interesting to mitigate undesirable off-flavors. Major potential has also been discussed for breeding, as there appears to be a considerable leverage at this point in the value chain: a reduction of plant-derived flavors, precursors, or substrates involved in off-flavor evolution could prevent the need for expensive removal later.
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Karolkowski A, Guichard E, Briand L, Salles C. Volatile Compounds in Pulses: A Review. Foods 2021; 10:foods10123140. [PMID: 34945691 PMCID: PMC8702198 DOI: 10.3390/foods10123140] [Citation(s) in RCA: 26] [Impact Index Per Article: 6.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/15/2021] [Revised: 12/04/2021] [Accepted: 12/07/2021] [Indexed: 01/20/2023] Open
Abstract
The worldwide demand for pulse-based products is increasing in the face of climate change, but their acceptability is limited due to the presence of off-flavours. Off-notes contribute to negative perceptions of pulses (beany notes). Volatile compounds belong to a large variety of chemical classes. They are mainly produced from the oxidation of unsaturated free fatty acids and the degradation of amino acids during seed development, storage, and transformation (dehulling, milling, and starch or protein production). This review aims to provide an overview highlighting the identification of these molecules in different pulses, their potential origins, and their impact on perceptions. However, data on odour-active compounds in pulses are sparse, as they are limited to those of two studies on peas and lupins. A better knowledge of the volatile compounds involved in the off-notes and their origins should allow for drawing efficient strategies to limit their impact on overall perception for more acceptable healthy food design.
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Affiliation(s)
- Adeline Karolkowski
- CSGA (Centre des Sciences du Goût et de l’Alimentation), AgroSup Dijon, CNRS, INRAE, Université de Bourgogne-Franche Comté, 21000 Dijon, France; (A.K.); (E.G.); (L.B.)
- Ets J. Soufflet, CRIS (Centre de Recherche et Innovation Soufflet), 10400 Nogent-sur-Seine, France
| | - Elisabeth Guichard
- CSGA (Centre des Sciences du Goût et de l’Alimentation), AgroSup Dijon, CNRS, INRAE, Université de Bourgogne-Franche Comté, 21000 Dijon, France; (A.K.); (E.G.); (L.B.)
| | - Loïc Briand
- CSGA (Centre des Sciences du Goût et de l’Alimentation), AgroSup Dijon, CNRS, INRAE, Université de Bourgogne-Franche Comté, 21000 Dijon, France; (A.K.); (E.G.); (L.B.)
| | - Christian Salles
- CSGA (Centre des Sciences du Goût et de l’Alimentation), AgroSup Dijon, CNRS, INRAE, Université de Bourgogne-Franche Comté, 21000 Dijon, France; (A.K.); (E.G.); (L.B.)
- Correspondence: ; Tel.: +33-806-930-79
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Viana L, English M. The application of chromatography in the study of off-flavour compounds in pulses and pulse by-products. Lebensm Wiss Technol 2021. [DOI: 10.1016/j.lwt.2021.111981] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
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28
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Characteristics of Soy Protein Prepared Using an Aqueous Ethanol Washing Process. Foods 2021; 10:foods10092222. [PMID: 34574332 PMCID: PMC8469348 DOI: 10.3390/foods10092222] [Citation(s) in RCA: 14] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/08/2021] [Revised: 09/14/2021] [Accepted: 09/15/2021] [Indexed: 11/17/2022] Open
Abstract
Currently, the predominant process for soy protein concentrate (SPC) production is aqueous ethanol washing of hexane-extracted soy meal. However, the use of hexane is less desired, which explains the increased interest in cold pressing for oil removal. In this study, cold-pressed soy meal was used as the starting material, and a range of water/ethanol ratios was applied for the washing process to produce SPCs. Washing enriched the protein content for the SPCs, regardless of the solvent used. However, we conclude that washing with water (0% ethanol) or solvents with a high water/ethanol ratio (60% and above) can be more advantageous. Washing with a high water/ethanol ratio resulted in the highest yield, and SPCs with the highest protein solubility and water holding capacity. The water-only washed SPC showed the highest viscosity, and formed gels with the highest gel strength and hardness among all the SPCs at a similar protein concentration. The variations in the functionality among the SPCs were attributed to protein changes, although the effects of non-protein constituents such as sugar and oil might also be important. Overall, the aqueous ethanol washing process combined with cold-pressed soy meal created SPCs comparable to commercial SPC in terms of composition, but with varied functionalities that are relevant for novel soy-food developments.
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29
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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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30
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Pea protein ingredients: A mainstream ingredient to (re)formulate innovative foods and beverages. Trends Food Sci Technol 2021. [DOI: 10.1016/j.tifs.2021.02.040] [Citation(s) in RCA: 65] [Impact Index Per Article: 16.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/19/2022]
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31
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Functionality of Ingredients and Additives in Plant-Based Meat Analogues. Foods 2021; 10:foods10030600. [PMID: 33809143 PMCID: PMC7999387 DOI: 10.3390/foods10030600] [Citation(s) in RCA: 194] [Impact Index Per Article: 48.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/06/2021] [Revised: 02/26/2021] [Accepted: 03/09/2021] [Indexed: 02/07/2023] Open
Abstract
Meat analogue research and development focuses on the production of sustainable products that recreate conventional meat in its physical sensations (texture, appearance, taste, etc.) and nutritional aspects. Minced products, like burger patties and nuggets, muscle-type products, like chicken or steak-like cuts, and emulsion products, like Frankfurter and Mortadella type sausages, are the major categories of meat analogues. In this review, we discuss key ingredients for the production of these novel products, with special focus on protein sources, and underline the importance of ingredient functionality. Our observation is that structuring processes are optimized based on ingredients that were not originally designed for meat analogues applications. Therefore, mixing and blending different plant materials to obtain superior functionality is for now the common practice. We observed though that an alternative approach towards the use of ingredients such as flours, is gaining more interest. The emphasis, in this case, is on functionality towards use in meat analogues, rather than classical functionality such as purity and solubility. Another trend is the exploration of novel protein sources such as seaweed, algae and proteins produced via fermentation (cellular agriculture).
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Supercritical Carbon Dioxide + Ethanol Extraction to Improve Organoleptic Attributes of Pea Flour with Applications of Sensory Evaluation, HS-SPME-GC, and GC-Olfactory. Processes (Basel) 2021. [DOI: 10.3390/pr9030489] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/10/2023] Open
Abstract
Supercritical carbon dioxide + ethanol (SC-CO2+EtOH) extraction, was employed as a deflavoring method to improve the sensory properties of pea flours. Furthermore, the impacts of particle size along with extraction on volatile profile and sensory attributes of pea flours were investigated using multiple approaches. These included headspace solid-phase microextraction-gas chromatography (HS-SPME-GC), GC-olfactometry (GC-O), and quantitative descriptive analysis (QDA) using a trained sensory panel. Total volatile contents of non-deflavored and deflavored whole pea flour and its fractions were in the range of 7.1 ± 0.3 to 18.1 ± 1.0 µg/g and 0.4 ± 0.1 to 2.7 ± 0.4 µg/g, respectively. The GC-O system showed that the total volatile intensity was in the range of 14.5 to 22.0 and 0 to 3.5, for non-deflavored and deflavored pea flours, respectively. Volatile analyses indicated that 1-hexanol, 1-octanol, 1-nonanol, nonanal, and 2-alkyl methoxypyrazines were major off-aroma compounds. Most off-aroma compounds were not detected in deflavored pea flours. QDA revealed less pea intensity and bitterness of deflavored pea flours. The larger particle size of flours resulted in less off-aroma compounds based on the GC data but more bitterness based on QDA. The SC-CO2+EtOH extraction at optimum conditions and particle size modifications can be a potential technology to improve the organoleptic properties of pulse ingredients.
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Guldiken B, Green R, Nickerson MT. The impact of different adsorbents on flavour characteristics of a lentil protein isolate. Eur Food Res Technol 2021. [DOI: 10.1007/s00217-020-03648-z] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/22/2022]
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34
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Soares ID, Okiyama DCG, Rodrigues CEDC. Simultaneous green extraction of fat and bioactive compounds of cocoa shell and protein fraction functionalities evaluation. Food Res Int 2020; 137:109622. [PMID: 33233210 DOI: 10.1016/j.foodres.2020.109622] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/24/2020] [Revised: 07/27/2020] [Accepted: 08/11/2020] [Indexed: 10/23/2022]
Abstract
This work aimed to verify the feasibility of using alcoholic solvents under atmospheric pressure for the simultaneous extraction of fat and bioactive compounds from cocoa shell (CS), a byproduct of the cocoa industry, as well as to determine the influence of processing on the characteristics of defatted solids (DS). To this end, CS fat (CSF) extraction kinetics using ethanol or isopropanol as solvents were determined at 75 and 90 °C. Relative extraction yields of flavanols and alkaloids were determined, and protein functionalities such as the nitrogen solubility index were evaluated. CSF extraction yields from 36 to 70% were obtained with the highest figures related to absolute solvents. Conversely, hydrated alcohols were suitable to extract bioactive compounds, especially alkaloids, with extraction yields up to 73%. The best values of DS functionalities were obtained with the use of isopropanol, with a foaming capacity of (34 ± 2)% and stability of (57 ± 3)%; regarding emulsifying capability, the highest value was (126 ± 2) m2/g with a stability of (53 ± 4) min. CSF with a fatty acid composition similar to that of cocoa butter and DS with interesting protein functionalities were achieved, indicating that CS can be applied in food systems.
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Affiliation(s)
- Ingrid Denardi Soares
- Laboratório de Engenharia de Separações (LES), Departamento de Engenharia de Alimentos (ZEA), Faculdade de Zootecnia e Engenharia de Alimentos (FZEA), Universidade de Sao Paulo (USP), P. O. Box 23, 13635-900 Pirassununga, São Paulo, Brazil
| | - Dayane Cristina Gomes Okiyama
- Laboratório de Engenharia de Separações (LES), Departamento de Engenharia de Alimentos (ZEA), Faculdade de Zootecnia e Engenharia de Alimentos (FZEA), Universidade de Sao Paulo (USP), P. O. Box 23, 13635-900 Pirassununga, São Paulo, Brazil
| | - Christianne Elisabete da Costa Rodrigues
- Laboratório de Engenharia de Separações (LES), Departamento de Engenharia de Alimentos (ZEA), Faculdade de Zootecnia e Engenharia de Alimentos (FZEA), Universidade de Sao Paulo (USP), P. O. Box 23, 13635-900 Pirassununga, São Paulo, Brazil.
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35
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Mehle H, Paravisini L, Peterson DG. Impact of temperature and water activity on the aroma composition and flavor stability of pea ( Pisum sativum) protein isolates during storage. Food Funct 2020; 11:8309-8319. [PMID: 32909587 DOI: 10.1039/d0fo01100b] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/12/2022]
Abstract
Flavor stability of pea protein isolates (PPIs) during storage was investigated. Two commercial PPIs were stored at three water activities (0.128-0.501) under refrigerated (7 °C) and accelerated (37 °C) temperatures for 12 weeks. Eleven aroma compounds were monitored by gas chromatography-tandem mass spectrometry (GC/MS/MS) and results revealed significant changes in the aroma concentrations among the PPI samples during storage. In agreement with the chemical changes, significant differences in orthonasal aroma profiles were demonstrated using a sensory difference-from-control test. The sample stored under accelerated storage temperature (37 °C) and at the highest water activity showed the greatest degree of aroma change. An aroma recombination sensory study indicated the generation of two specific compounds, 1-octen-3-ol and nonanal, along with the degradation of 2-4-decadienal resulted in sensory changes during storage indicating lipid oxidation was the main mechanism of flavor instability in the PPI samples.
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Affiliation(s)
- Hannah Mehle
- Department of Food Science and Technology, The Ohio State University, 2015 Fyffe Road, Columbus, Ohio 43210, USA.
| | - Laurianne Paravisini
- Department of Food Science and Technology, The Ohio State University, 2015 Fyffe Road, Columbus, Ohio 43210, USA.
| | - Devin G Peterson
- Department of Food Science and Technology, The Ohio State University, 2015 Fyffe Road, Columbus, Ohio 43210, USA.
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36
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Effects of ethanol modified supercritical carbon dioxide extraction and particle size on the physical, chemical, and functional properties of yellow pea flour. Cereal Chem 2020. [DOI: 10.1002/cche.10334] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/27/2022]
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37
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Schweiggert-Weisz U, Eisner P, Bader-Mittermaier S, Osen R. Food proteins from plants and fungi. Curr Opin Food Sci 2020. [DOI: 10.1016/j.cofs.2020.08.003] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/11/2022]
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