1
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Deng G, Liu H, Li J, Wang Y. Fingerprinting of Boletus bainiugan: FT-NIR spectroscopy combined with machine learning a new workflow for storage period identification. Food Microbiol 2025; 129:104743. [PMID: 40086983 DOI: 10.1016/j.fm.2025.104743] [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: 11/14/2024] [Revised: 01/20/2025] [Accepted: 02/05/2025] [Indexed: 03/16/2025]
Abstract
Food authenticity and food safety issues have threatened the prosperity of the entire community. The phenomenon of selling porcini mushrooms as old mixed with new jeopardizes consumer safety. Herein, nucleoside contents and spectra of 831 Boletus bainiugan stored for 0, 1 and 2 years are comprehensively analyzed by high performance liquid chromatography (HPLC) coupled with Fourier transform near infrared (FT-NIR) spectroscopy. Guanosine and adenosine increased with storage time, and uridine has a decreasing trend. Multi-conventional machine learning and deep learning models are employed to identify the storage time of Boletus bainiugan, in which convolutional neural network (CNN) and back propagation neural network (BPNN) models have superior identification performance for distinct storage periods. The Data-driven soft independent modelling of class analogy (DD-SIMCA) model can completely differentiate between new and old samples, and partial least squares regression (PLSR) can accurately predict the three nucleoside compounds with an optimal R2 of 0.918 and an excellent residual predictive deviation (RPD) value of 3.492. This study provides a low-cost and user-friendly solution for the market to determine, in real time, storage period of Boletus bainiugan in the supply chain.
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Affiliation(s)
- Guangmei Deng
- College of Agronomy and Biotechnology, Yunnan Agricultural University, Kunming, 650201, China; Medicinal Plants Research Institute, Yunnan Academy of Agricultural Sciences, Kunming, 650200, China
| | - Honggao Liu
- Yunnan Key Laboratory of Gastrodia and Fungi Symbiotic Biology, Zhaotong University, Zhaotong, 657000, Yunnan, China
| | - Jieqing Li
- College of Agronomy and Biotechnology, Yunnan Agricultural University, Kunming, 650201, China.
| | - Yuanzhong Wang
- Medicinal Plants Research Institute, Yunnan Academy of Agricultural Sciences, Kunming, 650200, China.
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2
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Cao Y, Wu L, Xia Q, Yi K, Li Y. Novel Post-Harvest Preservation Techniques for Edible Fungi: A Review. Foods 2024; 13:1554. [PMID: 38790854 PMCID: PMC11120273 DOI: 10.3390/foods13101554] [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: 04/13/2024] [Revised: 05/14/2024] [Accepted: 05/14/2024] [Indexed: 05/26/2024] Open
Abstract
Edible fungi are well known for their rich nutrition and unique flavor. However, their post-harvest shelf-life is relatively short, and effective post-harvest preservation techniques are crucial for maintaining their quality. In recent years, many new technologies have been used for the preservation of edible fungi. These technologies include cold plasma treatment, electrostatic field treatment, active packaging, edible coatings, antimicrobial photodynamic therapy, and genetic editing, among others. This paper reviews the new methods for post-harvest preservation of mainstream edible fungi. By comprehensively evaluating the relative advantages and limitations of these new technologies, their potential and challenges in practical applications are inferred. The paper also proposes directions and suggestions for the future development of edible fungi preservation, aiming to provide reference and guidance for improving the quality of edible fungi products and extending their shelf-life.
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Affiliation(s)
- Yuping Cao
- College of Food Science, Fujian Agriculture and Forestry University, Fuzhou 350002, China; (Y.C.); (Q.X.); (K.Y.)
- Institute of Food Science and Technology, Fujian Academy of Agricultural Sciences, Fuzhou 350003, China;
| | - Li Wu
- Institute of Food Science and Technology, Fujian Academy of Agricultural Sciences, Fuzhou 350003, China;
- National R&D Center for Edible Fungi Processing, Fuzhou 350003, China
- Key Laboratory of Subtropical Characteristic Fruits, Vegetables and Edible Fungi Processing (Co-Construction by Ministry and Province), Ministry of Agriculture and Rural Affairs, Fuzhou 350003, China
- Fujian Province Key Laboratory of Agricultural Products (Food) Processing Technology, Fuzhou 350003, China
| | - Qing Xia
- College of Food Science, Fujian Agriculture and Forestry University, Fuzhou 350002, China; (Y.C.); (Q.X.); (K.Y.)
- Institute of Food Science and Technology, Fujian Academy of Agricultural Sciences, Fuzhou 350003, China;
| | - Kexin Yi
- College of Food Science, Fujian Agriculture and Forestry University, Fuzhou 350002, China; (Y.C.); (Q.X.); (K.Y.)
- Institute of Food Science and Technology, Fujian Academy of Agricultural Sciences, Fuzhou 350003, China;
| | - Yibin Li
- Institute of Food Science and Technology, Fujian Academy of Agricultural Sciences, Fuzhou 350003, China;
- National R&D Center for Edible Fungi Processing, Fuzhou 350003, China
- Key Laboratory of Subtropical Characteristic Fruits, Vegetables and Edible Fungi Processing (Co-Construction by Ministry and Province), Ministry of Agriculture and Rural Affairs, Fuzhou 350003, China
- Fujian Province Key Laboratory of Agricultural Products (Food) Processing Technology, Fuzhou 350003, China
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3
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Zheng B, Kou X, Liu C, Wang Y, Yu Y, Ma J, Liu Y, Xue Z. Effect of nanopackaging on the quality of edible mushrooms and its action mechanism: A review. Food Chem 2023; 407:135099. [PMID: 36508864 DOI: 10.1016/j.foodchem.2022.135099] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/03/2022] [Revised: 10/24/2022] [Accepted: 11/25/2022] [Indexed: 12/12/2022]
Abstract
With higher demands for food packaging and the development of nanotechnology, nanopackaging is becoming a research hotspot in the field of food packaging because of its superb preservation effect, and it can effectively resist oxidation and regulates energy metabolism to maintain the quality and prolong the shelf life of mushrooms. Furthermore, under the background of SARS-CoV-2 pandemic, nanomaterials could be a potential tool to prevent virus transmission because of their excellent antiviral activities. However, the investigation and application of nanopackaging are facing many challenges including costs, environmental pollution, poor in-depth genetic research for mechanisms and so on. This article reviews the preservation effect and mechanisms of nanopackaging on the quality of mushrooms and discusses the trends and challenges of using these materials in food packaging technologies with the focus on nanotechnology and based on recent studies.
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Affiliation(s)
- Bowen Zheng
- School of Chemical Engineering and Technology, Tianjin University, Tianjin 300072, China
| | - Xiaohong Kou
- School of Chemical Engineering and Technology, Tianjin University, Tianjin 300072, China
| | - Chunlong Liu
- School of Chemical Engineering and Technology, Tianjin University, Tianjin 300072, China; Dynamiker Biotechnology(Tianjin) Co., Ltd., China
| | - Yumeng Wang
- School of Chemical Engineering and Technology, Tianjin University, Tianjin 300072, China
| | - Yue Yu
- School of Chemical Engineering and Technology, Tianjin University, Tianjin 300072, China
| | - Juan Ma
- School of Chemical Engineering and Technology, Tianjin University, Tianjin 300072, China
| | - Yazhou Liu
- School of Chemical Engineering and Technology, Tianjin University, Tianjin 300072, China
| | - Zhaohui Xue
- School of Chemical Engineering and Technology, Tianjin University, Tianjin 300072, China.
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4
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Guo Y, Chen X, Gong P, Deng Z, Qi Z, Wang R, Long H, Wang J, Yao W, Yang W, Chen F. Recent advances in quality preservation of postharvest golden needle mushroom (Flammulina velutiper). JOURNAL OF THE SCIENCE OF FOOD AND AGRICULTURE 2023. [PMID: 37014278 DOI: 10.1002/jsfa.12603] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/22/2022] [Revised: 02/17/2023] [Accepted: 04/04/2023] [Indexed: 06/19/2023]
Abstract
The golden needle mushroom (Flammulina velutiper) is one of the most productive mushrooms in the world. However, F. velutiper experiences continuous quality degradation in terms of changes in color and textural characteristics, loss of moisture, nutrition and flavor, and increased microbial populations due to its high respiratory activity during the postharvest phase. Postharvest preservation techniques, including physical, chemical and biological methods, play a vital role in maintaining postharvest quality and extending the shelf life of mushrooms. Therefore, in this study, the decay process of F. velutiper and the factors affecting its quality were comprehensively reviewed. Additionally, the preservation methods (e.g., low-temperature storage, packaging, plasma treatment, antimicrobial cleaning and 1-methylcyclopropene treatment) for F. velutiper used for the last 5 years were compared to provide an outlook on future research directions. Overall, this review aims to provide a reference for developing novel, green and safe preservation techniques for F. velutiper. © 2023 Society of Chemical Industry.
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Affiliation(s)
- Yuxi Guo
- School of Food and Biological Engineering, Shaanxi University of Science and Technology, Xi'an, China
| | - Xuefeng Chen
- School of Food and Biological Engineering, Shaanxi University of Science and Technology, Xi'an, China
| | - Pin Gong
- School of Food and Biological Engineering, Shaanxi University of Science and Technology, Xi'an, China
| | - Zhenfang Deng
- School of Food and Biological Engineering, Shaanxi University of Science and Technology, Xi'an, China
| | - Zhuoya Qi
- School of Food and Biological Engineering, Shaanxi University of Science and Technology, Xi'an, China
| | - Ruotong Wang
- School of Food and Biological Engineering, Shaanxi University of Science and Technology, Xi'an, China
| | - Hui Long
- School of Food and Biological Engineering, Shaanxi University of Science and Technology, Xi'an, China
| | - Jiating Wang
- School of Food and Biological Engineering, Shaanxi University of Science and Technology, Xi'an, China
| | - Wenbo Yao
- School of Food and Biological Engineering, Shaanxi University of Science and Technology, Xi'an, China
| | - Wenjuan Yang
- School of Food and Biological Engineering, Shaanxi University of Science and Technology, Xi'an, China
| | - Fuxin Chen
- School of Chemistry and Chemical Engineering, Xi'an University of Science and Technology, Xi'an, China
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5
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Ye S, Chen M, Liu Y, Gao H, Yin C, Liu J, Fan X, Yao F, Qiao Y, Chen X, Shi D, Zhang Y. Effects of nanocomposite packaging on postharvest quality of mushrooms (
Stropharia rugosoannulata
) from the perspective of water migration and microstructure changes. J Food Saf 2023. [DOI: 10.1111/jfs.13050] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 03/22/2023]
Affiliation(s)
- Shuang Ye
- Key Laboratory of Fermentation Engineering (Ministry of Education), Cooperative Innovation Center of Industrial Fermentation (Ministry of Education & Hubei Province), Hubei Key Laboratory of Industrial Microbiology, School of Food and Biological Engineering Hubei University of Technology Wuhan China
- Key Laboratory of Agricultural Products Cold Chain Logistics, Ministry of Agriculture and Rural Affairs, Institute of Agro‐Products Processing and Nuclear agricultural Technology Hubei Academy of Agricultural Sciences Wuhan People's Republic of China
| | - Maobin Chen
- Key Laboratory of Fermentation Engineering (Ministry of Education), Cooperative Innovation Center of Industrial Fermentation (Ministry of Education & Hubei Province), Hubei Key Laboratory of Industrial Microbiology, School of Food and Biological Engineering Hubei University of Technology Wuhan China
| | - Yani Liu
- Key Laboratory of Fermentation Engineering (Ministry of Education), Cooperative Innovation Center of Industrial Fermentation (Ministry of Education & Hubei Province), Hubei Key Laboratory of Industrial Microbiology, School of Food and Biological Engineering Hubei University of Technology Wuhan China
- Key Laboratory of Agricultural Products Cold Chain Logistics, Ministry of Agriculture and Rural Affairs, Institute of Agro‐Products Processing and Nuclear agricultural Technology Hubei Academy of Agricultural Sciences Wuhan People's Republic of China
| | - Hong Gao
- Key Laboratory of Agricultural Products Cold Chain Logistics, Ministry of Agriculture and Rural Affairs, Institute of Agro‐Products Processing and Nuclear agricultural Technology Hubei Academy of Agricultural Sciences Wuhan People's Republic of China
| | - Chaomin Yin
- Key Laboratory of Agricultural Products Cold Chain Logistics, Ministry of Agriculture and Rural Affairs, Institute of Agro‐Products Processing and Nuclear agricultural Technology Hubei Academy of Agricultural Sciences Wuhan People's Republic of China
| | - Jingyu Liu
- Shanxi Key Laboratory of Edible Fungi for Loess Plateau Shanxi Agricultrual University Taigu Shanxi China
| | - Xiuzhi Fan
- Key Laboratory of Agricultural Products Cold Chain Logistics, Ministry of Agriculture and Rural Affairs, Institute of Agro‐Products Processing and Nuclear agricultural Technology Hubei Academy of Agricultural Sciences Wuhan People's Republic of China
| | - Fen Yao
- Key Laboratory of Agricultural Products Cold Chain Logistics, Ministry of Agriculture and Rural Affairs, Institute of Agro‐Products Processing and Nuclear agricultural Technology Hubei Academy of Agricultural Sciences Wuhan People's Republic of China
| | - Yu Qiao
- Key Laboratory of Agricultural Products Cold Chain Logistics, Ministry of Agriculture and Rural Affairs, Institute of Agro‐Products Processing and Nuclear agricultural Technology Hubei Academy of Agricultural Sciences Wuhan People's Republic of China
| | - Xueling Chen
- Key Laboratory of Agricultural Products Cold Chain Logistics, Ministry of Agriculture and Rural Affairs, Institute of Agro‐Products Processing and Nuclear agricultural Technology Hubei Academy of Agricultural Sciences Wuhan People's Republic of China
| | - Defang Shi
- Key Laboratory of Agricultural Products Cold Chain Logistics, Ministry of Agriculture and Rural Affairs, Institute of Agro‐Products Processing and Nuclear agricultural Technology Hubei Academy of Agricultural Sciences Wuhan People's Republic of China
| | - Yu Zhang
- Key Laboratory of Fermentation Engineering (Ministry of Education), Cooperative Innovation Center of Industrial Fermentation (Ministry of Education & Hubei Province), Hubei Key Laboratory of Industrial Microbiology, School of Food and Biological Engineering Hubei University of Technology Wuhan China
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6
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Guo Y, Chen X, Gong P, Long H, Wang J, Deng Z, Wang R, Han A, Qi Z, Yao W, Yang W, Wang J, Li N, Chen F. Characterization of an active film prepared with Lentinus edodes (shiitake) polysaccharide and its effect on post-harvest quality and storage of shiitake. Int J Biol Macromol 2023; 238:123973. [PMID: 36921827 DOI: 10.1016/j.ijbiomac.2023.123973] [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: 12/02/2022] [Revised: 02/26/2023] [Accepted: 03/04/2023] [Indexed: 03/14/2023]
Abstract
The aim of this study was to prepare a film based on shiitake (Lentinus edodes) stalk polysaccharides (LEP) for mushroom preservation. The effects of different LEP concentrations on physical, mechanical, antioxidant, and antimicrobial properties of the prepared film were evaluated. Using scanning electron microscopy, it was revealed that the addition of 1.5 % LEP resulted in homogeneous distribution in the prepared film, as well as greatly improved its antimicrobial properties. Moreover, LEP film resulted in superior mushroom preservation by regulating enzyme activities related to mushroom browning and softening, thereby decaying these processes. In addition, the prepared film maintained mushroom quality by reducing the accumulation of H2O2 and activating the regulatory system against oxidative stress. Collectively, the findings of the present study highlight the potential benefits of LEP films as a strategy to improve mushroom quality and prevent post-harvest spoilage, hence constituting a novel prospect for the development of shiitake by-products.
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Affiliation(s)
- Yuxi Guo
- School of Food and Biological Engineering, Shaanxi University of Science and Technology, Xi'an 710021, China
| | - Xuefeng Chen
- School of Food and Biological Engineering, Shaanxi University of Science and Technology, Xi'an 710021, China
| | - Pin Gong
- School of Food and Biological Engineering, Shaanxi University of Science and Technology, Xi'an 710021, China.
| | - Hui Long
- School of Food and Biological Engineering, Shaanxi University of Science and Technology, Xi'an 710021, China
| | - Jiating Wang
- School of Food and Biological Engineering, Shaanxi University of Science and Technology, Xi'an 710021, China
| | - Zhenfang Deng
- School of Food and Biological Engineering, Shaanxi University of Science and Technology, Xi'an 710021, China
| | - Ruotong Wang
- School of Food and Biological Engineering, Shaanxi University of Science and Technology, Xi'an 710021, China
| | - Aoyang Han
- School of Food and Biological Engineering, Shaanxi University of Science and Technology, Xi'an 710021, China
| | - Zhuoya Qi
- School of Food and Biological Engineering, Shaanxi University of Science and Technology, Xi'an 710021, China
| | - Wenbo Yao
- School of Food and Biological Engineering, Shaanxi University of Science and Technology, Xi'an 710021, China
| | - Wenjuan Yang
- School of Food and Biological Engineering, Shaanxi University of Science and Technology, Xi'an 710021, China
| | - Jing Wang
- School of Food and Biological Engineering, Shaanxi University of Science and Technology, Xi'an 710021, China
| | - Nan Li
- School of Food and Biological Engineering, Shaanxi University of Science and Technology, Xi'an 710021, China
| | - Fuxin Chen
- School of Chemistry and Chemical Engineering, Xi'an University of Science and Technology, Xi'an 710054, China
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7
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Xia R, Zhao X, Xin G, Sun L, Xu H, Hou Z, Li Y, Wang Y. Energy status regulated umami compound metabolism in harvested shiitake mushrooms (Lentinus edodes) with spores triggered to release. FOOD SCIENCE AND HUMAN WELLNESS 2023. [DOI: 10.1016/j.fshw.2022.07.020] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
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8
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Ding Y, Mo W, Deng Z, Kimatu BM, Gao J, Fang D. Storage Quality Variation of Mushrooms ( Flammulina velutipes) after Cold Plasma Treatment. LIFE (BASEL, SWITZERLAND) 2022; 13:life13010070. [PMID: 36676018 PMCID: PMC9864181 DOI: 10.3390/life13010070] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 11/23/2022] [Revised: 12/16/2022] [Accepted: 12/23/2022] [Indexed: 12/28/2022]
Abstract
Flammulina velutipes is susceptible to mechanical damage, water loss, microbial growth, and other factors that lead to postharvest deterioration, thereby shortening the storage period. The purpose of this study was to analyze the effects of cold plasma treatment on the physicochemical properties and antioxidant capacity of F. velutipes during storage at 4 °C for 21 days. Compared to the control group, cold plasma cold sterilization (CPCS) treatment (150 Hz, 95 kV for 150 s) effectively inhibited the growth and multiplication of microorganisms on the surface of F. velutipes, with no significant effect on the fresh weight change and the superoxide anion generation rate, but with a higher postharvest 1,1-dephenyl-2-picrylhydrzyl (DPPH) clearance rate. Moreover, CPCS increased antioxidant enzyme activities, delayed both malondialdehyde (MDA) accumulation and vitamin C loss, inhibited the browning reaction and polyphenol oxidases (PPO) activity and protected F. velutipes cell membrane from disruption. In general, CPCS not only achieved bacteriostatic effects on F. velutipes during storage, but also reduced cell damage from free radical oxidation, resulting in better postharvest quality and longer shelf life.
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Affiliation(s)
- Yuxuan Ding
- Co-Innovation Center for Sustainable Forestry in Southern China, College of Forestry, Nanjing Forestry University, Nanjing 210037, China
- College of Food Science and Technology, Nanjing Agricultural University, Nanjing 210095, China
| | - Weixian Mo
- College of Food Science and Technology, Nanjing Agricultural University, Nanjing 210095, China
| | - Zilong Deng
- State Key Laboratory Pollution Control, School of Environmental Science and Engineering, Tongji University, Shanghai 200092, China
| | - Benard Muinde Kimatu
- Department of Dairy and Food Science and Technology, Egerton University, Egerton 20115, Kenya
| | - Juan Gao
- College of Food Science and Technology, Nanjing Agricultural University, Nanjing 210095, China
| | - Donglu Fang
- Co-Innovation Center for Sustainable Forestry in Southern China, College of Forestry, Nanjing Forestry University, Nanjing 210037, China
- Correspondence:
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9
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Samarasiri M, Chen WN. Variations of nonvolatile taste components of mushrooms with different operating conditions and parameters from farm to fork. Crit Rev Food Sci Nutr 2022; 64:3482-3501. [PMID: 36222241 DOI: 10.1080/10408398.2022.2132211] [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] [Indexed: 11/03/2022]
Abstract
Mushroom is a sustainable food option and a meat substitute which yet needs some strategies to enhance sensory attributes. Especially, their taste characteristics (nonvolatile taste components: soluble sugars, organic acids, free amino acids, and 5'-nucleotides) can vary significantly due to operating conditions and parameters during different stages from farm to fork. This review is aimed to provide an overall view of the determined effects of operating conditions and parameters for mushroom taste attributes, suggestions for future research from lacking variables, and some recommendations for improving the taste perception of mushrooms. Taste compounds of mushrooms alter differently based on cultivation (species, cultivation or maturity stage, substrate composition, part, grade, mycelium strain), cooking (cooking method, time, temperature), preservation, and post-harvest storage conditions (drying parameters, pretreatment, preservation method, gamma irradiation, packaging, storage time and temperature). The dominant tastes of mushrooms given by sweet and umami taste active substances can be enhanced significantly with proper control of parameters during cultivation, cooking, drying, or post-harvest storage. The parameters and variations organized in this review can be used to develop a mathematical model for obtaining optimum taste attributes of mushrooms and mushroom-based meat alternatives and to discover the variables of mushroom species not studied yet.
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Affiliation(s)
- Malsha Samarasiri
- School of Chemical and Biomedical Engineering, Nanyang Technological University, Singapore City, Singapore
| | - Wei Ning Chen
- School of Chemical and Biomedical Engineering, Nanyang Technological University, Singapore City, Singapore
- Food Science and Technology Program, Nanyang Technological University, Singapore City, Singapore
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10
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Yuan YH, Liu LX, Guo L, Wang L, Hao JW, Liu YG. Changes of bacterial communities and volatile compounds developed from the spoilage of white Hypsizygus marmoreus under different storage conditions. Lebensm Wiss Technol 2022. [DOI: 10.1016/j.lwt.2022.113906] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/15/2022]
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