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Tang M, Liu X, Yu Y, Zhu H, Ma L, Sun K, Feng X, Zhang Y. Deodorization mechanism of the main aroma compounds on the fishy odor in boiled fish during heating. Food Chem 2025; 465:142179. [PMID: 39591871 DOI: 10.1016/j.foodchem.2024.142179] [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: 09/09/2024] [Revised: 10/24/2024] [Accepted: 11/19/2024] [Indexed: 11/28/2024]
Abstract
A boiled fish simulation system was constructed to explore the deodorization effect of main aroma compounds (MAC) on myofibrillar protein (MP) with main fishy compounds (MFC) during heating. The results showed that the MFC content of boiled fish was reduced by 63.10-78.10 % when boiled by heat-stable emulsions loading MAC. Specifically, adding linalool, anethole, and myrcene significantly elevated the free percentage of hexanal, heptanal, and 1-octen-3-ol after heating, while the free percentage of octanal and nonanal markedly increased by adding anethole and limonene. Molecular docking exhibited that MAC and MFC possessed co-binding sites with myosin. Linalool and anethole were competitively bound to MP through hydrophobic and hydrogen bonding sites, while myrcene and limonene were via hydrophobic interaction sites. Moreover, MAC-MP formed a relatively stable structure, exhibiting increased α-helix content and decreased surface hydrophobicity, which reduced the available sites for MFC binding, ultimately desorbed MFC (65.46 %-95.89 %).
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Affiliation(s)
- Mi Tang
- College of Food Science, Southwest University, Chongqing 400715, China
| | - Xinping Liu
- College of Food Science, Southwest University, Chongqing 400715, China
| | - Yong Yu
- College of Food Science, Southwest University, Chongqing 400715, China
| | - Hankun Zhu
- College of Food Science, Southwest University, Chongqing 400715, China
| | - Liang Ma
- College of Food Science, Southwest University, Chongqing 400715, China; Chongqing Key Laboratory of Speciality Food Co-Built by Sichuan and Chongqing, Chongqing 400715, China; Key Laboratory of Luminescence Analysis and Molecular Sensing (Southwest University), Ministry of Education, Chongqing 400715, China
| | - Kangting Sun
- College of Food Science, Southwest University, Chongqing 400715, China
| | - Xin Feng
- College of Food Science, Southwest University, Chongqing 400715, China
| | - Yuhao Zhang
- College of Food Science, Southwest University, Chongqing 400715, China; Chongqing Key Laboratory of Speciality Food Co-Built by Sichuan and Chongqing, Chongqing 400715, China; Key Laboratory of Luminescence Analysis and Molecular Sensing (Southwest University), Ministry of Education, Chongqing 400715, China.
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2
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Sánchez-Parra M, Lopez A, Moretti VM, Ordóñez-Díaz JL, Moreno-Rojas JM. Effect of Industrial Processing on the Volatile Organic Compound Fingerprint of Dry-Cured Tuna. Foods 2025; 14:592. [PMID: 40002037 PMCID: PMC11853805 DOI: 10.3390/foods14040592] [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: 01/23/2025] [Revised: 02/04/2025] [Accepted: 02/08/2025] [Indexed: 02/27/2025] Open
Abstract
Dry-cured tuna products exhibit unique aroma characteristics appreciated by local consumers, particularly in the southern Iberian Peninsula. In the present study, headspace solid-phase microextraction coupled with gas chromatography-mass spectrometry (HS-SPME-GC/MS) was used to identify and quantify volatile organic compounds (VOCs), establishing a volatile fingerprint of dry-cured tuna throughout the manufacturing process. Unsupervised (PCA) and supervised (PLS-DA and sPLS-DA) multivariate statistical methods were applied to visualise, group, and classify the samples. A total of fifty-four VOCs were identified across the four steps involved in processing the final product. The ML-PLS-DA model demonstrated excellent discrimination (R2 = 0.912, Q2 = 0.878, and Accuracy = 1) for the samples. Additionally, ML-sPLS-DA was conducted to screen various VOC metabolites in the samples after both the salting and salt-washing steps; the levels of eighteen VOCs changed significantly (VIP > 1; p < 0.05). These results provide a theoretical basis for determining flavour formation and quality control in the traditional dry-curing process of tuna.
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Affiliation(s)
- Mónica Sánchez-Parra
- Department of Agroindustry and Food Quality, Andalusian Institute of Agricultural and Fisheries Research and Training (IFAPA) Alameda del Obispo, Avda. Menéndez–Pidal s/n., 14004 Córdoba, Spain
- PhD Program Ingeniería Agraria, Alimentaria, Forestal y del Desarrollo Rural Sostenible, Universidad de Córdoba, 14004 Córdoba, Spain
| | - Annalaura Lopez
- Department of Veterinary Medicine and Animal Science (DIVAS), Università degli Studi di Milano, Via dell’Università 6, 26900 Lodi, LO, Italy (V.M.M.)
| | - Vittorio Maria Moretti
- Department of Veterinary Medicine and Animal Science (DIVAS), Università degli Studi di Milano, Via dell’Università 6, 26900 Lodi, LO, Italy (V.M.M.)
| | - José Luis Ordóñez-Díaz
- Department of Agroindustry and Food Quality, Andalusian Institute of Agricultural and Fisheries Research and Training (IFAPA) Alameda del Obispo, Avda. Menéndez–Pidal s/n., 14004 Córdoba, Spain
| | - José Manuel Moreno-Rojas
- Department of Agroindustry and Food Quality, Andalusian Institute of Agricultural and Fisheries Research and Training (IFAPA) Alameda del Obispo, Avda. Menéndez–Pidal s/n., 14004 Córdoba, Spain
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3
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Zhang JM, Han H, Fu B, Li YC, Li K, Liu JW, Yu EM, Liu LP. Identification of potential geosmin-binding proteins in grass carp gill based on affinity responsive target stability and tandem mass tag proteomics. ECOTOXICOLOGY AND ENVIRONMENTAL SAFETY 2025; 291:117832. [PMID: 39904256 DOI: 10.1016/j.ecoenv.2025.117832] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/07/2024] [Revised: 01/28/2025] [Accepted: 01/30/2025] [Indexed: 02/06/2025]
Abstract
The escalating issue of water pollution, especially the accumulation of organic off-flavor pollutants, poses significant challenges. Geosmin, a typical off-flavor compound in aquatic environments, not only compromises the quality of aquatic products but also deters consumers. Its impact extends to aquatic organisms, with current research focusing on dose-response and ecotoxicity, while neglecting the molecular-level study of geosmin-binding proteins. This study employs an integrated approach combing affinity-responsive target stability in vitro, tandem mass tag proteomics in vivo, and molecular docking to identify geosmin-binding proteins in the gill tissue of grass carp (Ctenopharyngodon idella). ARTS analysis identified 56 proteins, predominantly membrane-associated proteins, such as catenin beta-1, annexin, and integrin beta. Proteomic analysis revealed 256 differentially expressed proteins in geosmin-exposure group, with 18 common proteins screened by in vivo and in vitro methods. Among these, annexin, cathepsin D, and interleukin-1 receptors were highlighted as potential geosmin targets, with annexin demonstrating the highest binding affinity in silico. This study provides a robust protocol integrating in vivo, in vitro, and in silico approaches to elucidate geosmin's target proteins in grass carp gill tissue, advancing our understanding of pollutant-biological interactions and enhancing environmental risk assessment accuracy.
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Affiliation(s)
- Jun-Ming Zhang
- China-ASEAN Belt and Road Joint Laboratory on Mariculture Technology (Shanghai), Shanghai Ocean University, Shanghai 201306, China
| | - Huan Han
- China-ASEAN Belt and Road Joint Laboratory on Mariculture Technology (Shanghai), Shanghai Ocean University, Shanghai 201306, China
| | - Bing Fu
- College of Marine Sciences, South China Agricultural University, Guangzhou 510640, China
| | - Yi-Chao Li
- Guangxi Academy of Marine Sciences, Nanning, 530000, China
| | - Kang Li
- China-ASEAN Belt and Road Joint Laboratory on Mariculture Technology (Shanghai), Shanghai Ocean University, Shanghai 201306, China; Center for Ecological Aquaculture (CEA), Shanghai Ocean University, Shanghai 201306, China.
| | - Jing-Wei Liu
- China-ASEAN Belt and Road Joint Laboratory on Mariculture Technology (Shanghai), Shanghai Ocean University, Shanghai 201306, China; Shanghai Engineering Research Center of Aquaculture, Shanghai Ocean University, Shanghai 201306, China
| | - Er-Meng Yu
- Guangxi Academy of Marine Sciences, Nanning, 530000, China
| | - Li-Ping Liu
- China-ASEAN Belt and Road Joint Laboratory on Mariculture Technology (Shanghai), Shanghai Ocean University, Shanghai 201306, China; Shanghai Engineering Research Center of Aquaculture, Shanghai Ocean University, Shanghai 201306, China.
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4
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Wang R, Liu Y, Wang Y, Bai C, Jiang Y, Yuan M, Zhao L, Chen L. Characterization of the flavor profile of four major Chinese carps using HS-SPME-GC-MS combined with ultra-fasted gas chromatography-electronic nose. Food Chem 2025; 463:141264. [PMID: 39288457 DOI: 10.1016/j.foodchem.2024.141264] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/06/2024] [Revised: 09/10/2024] [Accepted: 09/11/2024] [Indexed: 09/19/2024]
Abstract
The four major Chinese carps are highly popular for their distinctive nutritional benefits. However, the differences in flavor among these carps remain unclear. This study investigated the flavor profiles of these carps using headspace solid-phase micro-extraction gas chromatography-mass spectrometry (HS-SPME-GC/MS) combined with ultra-fasted gas chromatography electronic nose (GC E-nose). The four major Chinese carps had high protein content (16.68-18.61 %) and low fat levels (0.42-1.29 %). A total of 45 volatile compounds were identified in these carps. Both the GC E-nose and HS-SPME-GC-MS results consistently showed significant flavor profiles differences among these carps, with Ctenopharyngodon Idella (CI) exhibiting the most pronounced distinctions compared to the other three species. Based on VIP >1 and p < 0.05, 10 key compounds including 2-Nonanone, Cyclodecanol, Eugenol, 1,3-Cyclooctadiene, etc., largely contributed to the distinctive overall flavor profile of four major Chinese carps derived mainly from amino acid and fatty acid metabolism.
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Affiliation(s)
- Renjie Wang
- School of Life Science, Jiangxi Science & Technology Normal University, Nanchang 330013, China; Department of Ecology and environment, Yuzhang Normal University, Nanchang 330103, China; Jiangxi Province Key Laboratory of Organic Functional Molecules; Institute of Organic Chemistry, Jiangxi Science & Technology Normal University, Nanchang 330013, China
| | - Yu Liu
- School of Life Science, Jiangxi Science & Technology Normal University, Nanchang 330013, China; Jiangxi Province Key Laboratory of Organic Functional Molecules; Institute of Organic Chemistry, Jiangxi Science & Technology Normal University, Nanchang 330013, China
| | - Yongcheng Wang
- School of Life Science, Jiangxi Science & Technology Normal University, Nanchang 330013, China
| | - Chunqing Bai
- School of Life Science, Jiangxi Science & Technology Normal University, Nanchang 330013, China
| | - Yong Jiang
- School of Life Science, Jiangxi Science & Technology Normal University, Nanchang 330013, China
| | - Meilan Yuan
- School of Life Science, Jiangxi Science & Technology Normal University, Nanchang 330013, China
| | - Li Zhao
- School of Life Science, Jiangxi Science & Technology Normal University, Nanchang 330013, China
| | - Lili Chen
- School of Life Science, Jiangxi Science & Technology Normal University, Nanchang 330013, China.
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5
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Ying X, Li X, Deng S, Zhang B, Xiao G, Xu Y, Brennan C, Benjakul S, Ma L. How lipids, as important endogenous nutrient components, affect the quality of aquatic products: An overview of lipid peroxidation and the interaction with proteins. Compr Rev Food Sci Food Saf 2025; 24:e70096. [PMID: 39812142 DOI: 10.1111/1541-4337.70096] [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: 06/11/2024] [Revised: 12/02/2024] [Accepted: 12/02/2024] [Indexed: 01/16/2025]
Abstract
As the global population continues to grow and the pressure on livestock and poultry supply increases, the oceans have become an increasingly important source of quality food for future generations. However, nutrient-rich aquatic product is susceptible to lipid oxidation during storage and transport, reducing its nutritional value and increasing safety risks. Therefore, identifying the specific effects of lipid oxidation on aquatic products has become particularly critical. At the same time, some lipid oxidation products have been found to interact with aquatic product proteins in various ways, posing a safety risk. This paper provides an in-depth exploration of the pathways, specific effects, and hazards of lipid oxidation in aquatic products, with a particular focus on the interaction of lipid oxidation products with proteins. Additionally, it discusses the impact of non-thermal treatment techniques on lipids in aquatic products and examines the application of natural antioxidants in aquatic products. Future research endeavors should delve into the interactions between lipids and proteins in these products and their specific effects to mitigate the impact of non-thermal treatment techniques on lipids, thereby enhancing the safety of aquatic products and ensuring food safety for future generations.
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Affiliation(s)
- Xiaoguo Ying
- Zhejiang Provincial Key Laboratory of Health Risk Factors for Seafood, Collaborative Innovation Center of Seafood Deep Processing, College of Food and Pharmacy, Zhejiang Ocean University, Zhoushan, China
| | - Xinyang Li
- Zhejiang Provincial Key Laboratory of Health Risk Factors for Seafood, Collaborative Innovation Center of Seafood Deep Processing, College of Food and Pharmacy, Zhejiang Ocean University, Zhoushan, China
| | - Shanggui Deng
- Zhejiang Provincial Key Laboratory of Health Risk Factors for Seafood, Collaborative Innovation Center of Seafood Deep Processing, College of Food and Pharmacy, Zhejiang Ocean University, Zhoushan, China
| | - Bin Zhang
- Zhejiang Provincial Key Laboratory of Health Risk Factors for Seafood, Collaborative Innovation Center of Seafood Deep Processing, College of Food and Pharmacy, Zhejiang Ocean University, Zhoushan, China
| | - Gengsheng Xiao
- College of Light Industry and Food, Zhongkai University of Agriculture and Engineering/Key Laboratory of Green Processing and Intelligent Manufacturing of Lingnan Specialty Food, Ministry of Agriculture and Rural Affairs, Guangzhou, China
- Sericultural & Agri-Food Research Institute, Guangdong Academy of Agricultural Sciences/Key Laboratory of Functional Foods, Ministry of Agriculture and Rural Affairs/Guangdong Key Laboratory of Agricultural Products Processing, Guangzhou, China
| | - Yujuan Xu
- Sericultural & Agri-Food Research Institute, Guangdong Academy of Agricultural Sciences/Key Laboratory of Functional Foods, Ministry of Agriculture and Rural Affairs/Guangdong Key Laboratory of Agricultural Products Processing, Guangzhou, China
| | - Charles Brennan
- School of Science, Royal Melbourne Institute of Technology University, Melbourne, Australia
| | - Soottawat Benjakul
- Faculty of Agro-Industry, International Center of Excellence in Seafood Science and Innovation, Prince of Songkla University, Songkhla, Thailand
| | - Lukai Ma
- College of Light Industry and Food, Zhongkai University of Agriculture and Engineering/Key Laboratory of Green Processing and Intelligent Manufacturing of Lingnan Specialty Food, Ministry of Agriculture and Rural Affairs, Guangzhou, China
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Pakaweerachat P, Chysirichote T. Effects of Broth pH and Chilling Storage on the Changes in Volatile Profiles of Boiled Chicken Flesh. Food Sci Anim Resour 2024; 44:1096-1107. [PMID: 39246546 PMCID: PMC11377206 DOI: 10.5851/kosfa.2024.e42] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/25/2024] [Revised: 05/15/2024] [Accepted: 05/17/2024] [Indexed: 09/10/2024] Open
Abstract
This study investigated the changes in volatile compounds in chicken flesh after boiling at various pHs (6.0-9.0) and after chilling storage (4.0±1.0°C) for 7 d. The volatile compounds were assessed qualitatively and quantitatively by using a headspace gas chromatography-mass spectrometry analysis. Twenty-one volatile compounds were discovered and categorized as amine, aldehyde, alcohol, ketone, acid, and furan. One type of amine, (2-aziridinylethyl) amine, was the most prevalent volatile component, followed by aldehyde, ketone, aldehyde, acid, ester, and furan. The results showed that the quantity and quality of the volatile compounds were influenced by a pH of the boiling medium. Additionally, the types and volatile profiles of the chicken were altered during chilling. In particular, in the chicken that was boiled at a pH of 8.0, the hexanal (an aldehyde) content increased the most after 7 d of chilling. Moreover, various alcohols formed after the 7 d of chilling of the chicken that was boiled at pHs of 8.0 and 9.0. Because of the oxidation and degradation of fat and proteins, the most altering volatile compounds were the reducing amines and the increasing aldehydes.
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Affiliation(s)
- Pattarabhorn Pakaweerachat
- Department of Food and Nutrition, Faculty of Home Economics Technology, Rajamangala University of Technology Krungthep, Bangkok 10120, Thailand
| | - Teerin Chysirichote
- Department of Food Engineering, School of Engineering, King Mongkut's Institute of Technology Ladkrabang, Bangkok 10520, Thailand
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Dong H, Chen J, Li Y, Wang C, Jiao C, Wang L. Influence of Liquid Nitrogen Pre-Freezing and Drying Methods on the Collagen Content, Physical Properties, and Flavor of Fish Swim Bladder. Foods 2024; 13:2790. [PMID: 39272555 PMCID: PMC11395389 DOI: 10.3390/foods13172790] [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: 07/11/2024] [Revised: 08/27/2024] [Accepted: 08/28/2024] [Indexed: 09/15/2024] Open
Abstract
Fish swim bladder (FSB) is a type of traditional nutraceutical, but the lack of high-quality drying methods limits its premium market development. In order to obtain optimal-quality dried FSBs from Chinese longsnout catfish, the effects of liquid nitrogen pre-freezing (LNF) and drying on the physical properties and flavor of FSB were evaluated. Four methods were used for FSB drying, including natural air-drying (ND), hot-air-drying (HD), LNF combined with freeze-drying (LN-FD), and LNF combined with HD (LN-HD). Color, collagen content, rehydration ratio, textural properties, and flavor characteristics (by GC-IMS, E-nose, and E-tongue) were measured to clarify the differences among four dried FSBs. The results showed that ND cannot effectively remove moisture from FSB as the final product showed a stronger sourness in taste. HD led to a decrease in the collagen content and the collapse of the fiber structure in FSB. Compared to HD, LN-HD showed a higher collagen content (0.56 g/g) and a different flavor fingerprint. FSB treated by LN-FD had better physical qualities in terms of an attractive color, a high collagen content (0.79 g/g), low shrinkage, a higher rehydration ratio (2.85), and a soft texture, while also possessing richer characteristic flavors. The application of LN-FD may help the optimization of the nutrition level, rehydration ability, mouthfeel, and flavor of dried FSB.
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Affiliation(s)
- Hongbing Dong
- Collage of Food Science and Technology, Wuhan Business University, Wuhan 430056, China
- Hubei Key Laboratory for Processing and Transformation of Agricultural Products, Wuhan Polytechnic University, Wuhan 430023, China
| | - Jiwang Chen
- College of Food Science and Engineering, Wuhan Polytechnic University, Wuhan 430023, China
- Enterprise-University Cooperative Innovation Center for Cryogenic Food Processing Technology Using Liquid Nitrogen, Wuhan Polytechnic University, Wuhan 430023, China
| | - Yujie Li
- College of Food Science and Engineering, Wuhan Polytechnic University, Wuhan 430023, China
| | - Chao Wang
- College of Food Science and Engineering, Wuhan Polytechnic University, Wuhan 430023, China
| | - Chuyi Jiao
- Enterprise-University Cooperative Innovation Center for Cryogenic Food Processing Technology Using Liquid Nitrogen, Wuhan Polytechnic University, Wuhan 430023, China
| | - Liuqing Wang
- Hubei Key Laboratory for Processing and Transformation of Agricultural Products, Wuhan Polytechnic University, Wuhan 430023, China
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Guan S, Liu C, Yao Z, Wan H, Ruan M, Wang R, Ye Q, Li Z, Zhou G, Cheng Y. Detection and Analysis of VOCs in Cherry Tomato Based on GC-MS and GC×GC-TOF MS Techniques. Foods 2024; 13:1279. [PMID: 38672951 PMCID: PMC11048788 DOI: 10.3390/foods13081279] [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: 03/30/2024] [Revised: 04/09/2024] [Accepted: 04/17/2024] [Indexed: 04/28/2024] Open
Abstract
Volatile organic compounds (VOCs) play a significant role in influencing the flavor quality of cherry tomatoes (Solanum lycopersicum var. cerasiforme). The scarcity of systematic analysis of VOCs in cherry tomatoes can be attributed to the constraints imposed by detection technology and other contributing factors. In this study, the cherry tomato cultivar var. 'Zheyingfen1' was chosen due to its abundant fruit flavor. Two detection technology platforms, namely the commonly employed headspace solid-phase microextraction-gas chromatography-mass spectrometry (HS-SPME-GC-MS) and the most advanced headspace solid-phase microextraction-full two-dimensional gas chromatography-time-of-flight mass spectrometry (HS-SPME-GC×GC-TOFMS), were employed in the analysis. The VOCs of cherry tomato cultivar var. 'Zheyingfen1' fruits at red ripening stage were detected. A combined total of 1544 VOCs were detected using the two aforementioned techniques. Specifically, 663 VOCs were identified by through the HS-SPME-GC-MS method, 1026 VOCs were identified by through the HS-SPME-GC×GC-TOFMS, and 145 VOCs were identified by both techniques. The identification of β-ionone and (E)-2-nonenal as the principal VOCs was substantiated through the application of the relative odor activity value (rOAV) calculation and subsequent analysis. Based on the varying contribution rates of rOAV, the analysis of sensory flavor characteristics revealed that cherry tomato cultivar var. 'Zheyingfen1' predominantly exhibited green and fatty attributes, accompanied by elements of fresh and floral flavor characteristics. In conclusion, our study conducted a comprehensive comparison of the disparities between these two methodologies in detecting VOCs in cherry tomato fruits. Additionally, we systematically analyzed the VOC composition and sensory flavor attributes of the cherry tomato cultivar var. 'Zheyingfen1'. This research serves as a significant point of reference for investigating the regulatory mechanisms underlying the development of volatile flavor quality in cherry tomatoes.
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Affiliation(s)
- Sihui Guan
- Vegetable Research Institute, Zhejiang Academy of Agricultural Sciences, Hangzhou 310021, China; (S.G.); (C.L.); (Z.Y.); (H.W.); (M.R.); (R.W.); (Q.Y.); (Z.L.); (G.Z.)
- College of Agriculture, Shihezi University, Shihezi 832003, China
| | - Chenxu Liu
- Vegetable Research Institute, Zhejiang Academy of Agricultural Sciences, Hangzhou 310021, China; (S.G.); (C.L.); (Z.Y.); (H.W.); (M.R.); (R.W.); (Q.Y.); (Z.L.); (G.Z.)
| | - Zhuping Yao
- Vegetable Research Institute, Zhejiang Academy of Agricultural Sciences, Hangzhou 310021, China; (S.G.); (C.L.); (Z.Y.); (H.W.); (M.R.); (R.W.); (Q.Y.); (Z.L.); (G.Z.)
| | - Hongjian Wan
- Vegetable Research Institute, Zhejiang Academy of Agricultural Sciences, Hangzhou 310021, China; (S.G.); (C.L.); (Z.Y.); (H.W.); (M.R.); (R.W.); (Q.Y.); (Z.L.); (G.Z.)
| | - Meiying Ruan
- Vegetable Research Institute, Zhejiang Academy of Agricultural Sciences, Hangzhou 310021, China; (S.G.); (C.L.); (Z.Y.); (H.W.); (M.R.); (R.W.); (Q.Y.); (Z.L.); (G.Z.)
| | - Rongqing Wang
- Vegetable Research Institute, Zhejiang Academy of Agricultural Sciences, Hangzhou 310021, China; (S.G.); (C.L.); (Z.Y.); (H.W.); (M.R.); (R.W.); (Q.Y.); (Z.L.); (G.Z.)
| | - Qingjing Ye
- Vegetable Research Institute, Zhejiang Academy of Agricultural Sciences, Hangzhou 310021, China; (S.G.); (C.L.); (Z.Y.); (H.W.); (M.R.); (R.W.); (Q.Y.); (Z.L.); (G.Z.)
| | - Zhimiao Li
- Vegetable Research Institute, Zhejiang Academy of Agricultural Sciences, Hangzhou 310021, China; (S.G.); (C.L.); (Z.Y.); (H.W.); (M.R.); (R.W.); (Q.Y.); (Z.L.); (G.Z.)
| | - Guozhi Zhou
- Vegetable Research Institute, Zhejiang Academy of Agricultural Sciences, Hangzhou 310021, China; (S.G.); (C.L.); (Z.Y.); (H.W.); (M.R.); (R.W.); (Q.Y.); (Z.L.); (G.Z.)
| | - Yuan Cheng
- Vegetable Research Institute, Zhejiang Academy of Agricultural Sciences, Hangzhou 310021, China; (S.G.); (C.L.); (Z.Y.); (H.W.); (M.R.); (R.W.); (Q.Y.); (Z.L.); (G.Z.)
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9
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Karbsri W, Hamzeh A, Yongsawatdigul J. Changes in volatile compounds and lipid oxidation in various tissues of Nile tilapia (Oreochromis niloticus) during ice storage. J Food Sci 2024; 89:2261-2276. [PMID: 38433381 DOI: 10.1111/1750-3841.17013] [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: 11/17/2023] [Revised: 02/04/2024] [Accepted: 02/14/2024] [Indexed: 03/05/2024]
Abstract
Changes in the lipid oxidation and volatile compounds of a variety of tilapia tissues (Oreochromis niloticus) including the muscle, gills, and skin during ice storage were investigated by evaluating peroxide values (PVs), lipoxygenase (LOX) activity, fatty acid (FA) composition, and volatile substances. LOX activity and PV were determined in the gills, skin, and muscles throughout 9 days of storage in ascending order to the extended storage time. The highest level of LOX activity was found in the gills, whereas the highest PV was determined in the skin. FA content of all tissues decreased during the storage period. Oleic acid was the predominant monounsaturated fatty acid, whereas linoleic acid and docosahexaenoic acid were the main polyunsaturated fatty acids and omega-3 in all tissues. The fish gills were shown to have the highest level of volatile compounds followed by the skin and muscle, based on headspace solid-phase microextraction coupled with gas chromatography and mass spectrometry. Principal component analysis indicated gradual changes in the volatile compound composition with increasing storage time. 2-Butanone and nonanal in the muscle, 6-methyl-2-heptanone and 2-nonenal in the gills, and 1-heptanol, and 1-nonanol in the skin were found to be the potential freshness indicators. In addition, hexanal could be a general potential marker for measuring the degree of lipid oxidation in all tissues. PRACTICAL APPLICATION: Understanding the volatile compound formation related to lipid oxidation within storage time at various tissues of tilapia could be critical to the side-stream processing to yield the desired quality.
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Affiliation(s)
- Wilaiwan Karbsri
- School of Food Technology, Institute of Agricultural Technology, Suranaree University of Technology, Nakhon Ratchasima, Thailand
| | - Ali Hamzeh
- School of Food Technology, Institute of Agricultural Technology, Suranaree University of Technology, Nakhon Ratchasima, Thailand
| | - Jirawat Yongsawatdigul
- School of Food Technology, Institute of Agricultural Technology, Suranaree University of Technology, Nakhon Ratchasima, Thailand
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10
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Zhang JM, Han H, Li YC, Fu B, Kaneko G, Li K, Jin XC, Ji S, Yu EM, Liu LP. Comprehensive mRNA and microRNA analysis revealed the effect and response strategy of freshwater fish, grass carp (Ctenopharyngodon idella) under geosmin exposure. ECOTOXICOLOGY AND ENVIRONMENTAL SAFETY 2024; 269:115775. [PMID: 38070413 DOI: 10.1016/j.ecoenv.2023.115775] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/01/2023] [Revised: 11/07/2023] [Accepted: 11/28/2023] [Indexed: 01/12/2024]
Abstract
Geosmin is an environmental pollutant that causes off-flavor in water and aquatic products. The high occurrence of geosmin contamination in aquatic systems and aquaculture raises public awareness, however, few studies have investigated the response pathways of geosmin stress on freshwater fish. In this research, grass carp were exposed to 50 μg/L geosmin for 96 h, liver tissue was sequenced and validated using real-time qPCR. In total of 528 up-regulated genes and 488 down-regulated genes were observed, includes cytochrome P450 and uridine diphosphate (UDP)-glucuronosyltransferase related genes. KEGG analysis showed that chemical carcinogenesis-DNA adducts, metabolism of xenobiotics by cytochrome P450, drug metabolism-cytochrome P450 pathway was enriched. Common genes from the target genes of microRNAs and differential expression genes are enriched in metabolism of xenobiotics cytochrome P450 pathway. Two miRNAs (dre-miR-146a and miR-212-3p) down regulated their target genes (LOC127510138 and adh5, respectively) which are enriched cytochrome P450 related pathway. The results present that geosmin is genetoxic to grass carp and indicate that cytochrome P450 system and UDP-glucuronosyltransferase play essential roles in biotransformation of geosmin. MicroRNAs regulate the biotransformation of geosmin by targeting specific genes, which contributes to the development of strategies to manage its negative impacts in both natural and artificial environments.
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Affiliation(s)
- Jun-Ming Zhang
- China-ASEAN "The Belt and Road" Joint Laboratory of Marine Culture Technology (Shanghai), Shanghai Ocean University, Shanghai 201306, China; Key Laboratory of Exploration and Utilization of Aquatic Genetic Resources, Ministry of Education, Shanghai Ocean University, Shanghai 201306, China
| | - Huan Han
- China-ASEAN "The Belt and Road" Joint Laboratory of Marine Culture Technology (Shanghai), Shanghai Ocean University, Shanghai 201306, China; Key Laboratory of Exploration and Utilization of Aquatic Genetic Resources, Ministry of Education, Shanghai Ocean University, Shanghai 201306, China
| | - Yi-Chao Li
- Key Laboratory of Exploration and Utilization of Aquatic Genetic Resources, Ministry of Education, Shanghai Ocean University, Shanghai 201306, China; Key Laboratory of Tropical & Subtropical Fishery Resource Application & Cultivation, Pearl River Fisheries Research Institute of CAFS, Guangzhou 510380, China
| | - Bing Fu
- College of Marine Sciences, South China Agricultural University, Guangzhou 510640, China
| | - Gen Kaneko
- College of Natural & Applied Science, University of Houston-Victoria, Victoria, TX 77901, USA
| | - Kang Li
- China-ASEAN "The Belt and Road" Joint Laboratory of Marine Culture Technology (Shanghai), Shanghai Ocean University, Shanghai 201306, China; Key Laboratory of Exploration and Utilization of Aquatic Genetic Resources, Ministry of Education, Shanghai Ocean University, Shanghai 201306, China.
| | - Xi-Chen Jin
- China-ASEAN "The Belt and Road" Joint Laboratory of Marine Culture Technology (Shanghai), Shanghai Ocean University, Shanghai 201306, China; Key Laboratory of Exploration and Utilization of Aquatic Genetic Resources, Ministry of Education, Shanghai Ocean University, Shanghai 201306, China
| | - Shuang Ji
- China-ASEAN "The Belt and Road" Joint Laboratory of Marine Culture Technology (Shanghai), Shanghai Ocean University, Shanghai 201306, China; Key Laboratory of Exploration and Utilization of Aquatic Genetic Resources, Ministry of Education, Shanghai Ocean University, Shanghai 201306, China
| | - Er-Meng Yu
- Key Laboratory of Tropical & Subtropical Fishery Resource Application & Cultivation, Pearl River Fisheries Research Institute of CAFS, Guangzhou 510380, China
| | - Li-Ping Liu
- China-ASEAN "The Belt and Road" Joint Laboratory of Marine Culture Technology (Shanghai), Shanghai Ocean University, Shanghai 201306, China; Key Laboratory of Exploration and Utilization of Aquatic Genetic Resources, Ministry of Education, Shanghai Ocean University, Shanghai 201306, China.
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11
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Bao Y, Zhang Y, Xu W. Effects of Different Freezing Rate and Frozen Storage Temperature on the Quality of Large-Mouth Bass ( Micropterus salmoides). Molecules 2023; 28:5432. [PMID: 37513304 PMCID: PMC10385098 DOI: 10.3390/molecules28145432] [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: 05/23/2023] [Revised: 07/09/2023] [Accepted: 07/13/2023] [Indexed: 07/30/2023] Open
Abstract
In order to clarify the individual role of freezing and frozen storage on the quality of fish, fillets of large-mouth bass (Micropterus salmoides) were subjected to different freezing rates (freezing with -18 °C (A), -60 °C (B), and -60 °C with forced air circulation at 2 m/s (C), respectively) followed by frozen storage at -18 °C for 30 and 90 days. Another two groups were frozen at -60 °C, followed by storage at -40 °C (D) and -60 °C (E), respectively. Results showed that water-holding and TVBN were mainly affected by storage time. No significant changes were found in free thiol content among treatments. A greater freezing rate and lower storage temperature generally led to lower TBARS. GC × GC-TOFMS revealed a total of 66 volatile compounds, which were related to lipid oxidation. PLS-DA showed that fresh samples were separated from the frozen-thawed ones, and fillets in groups D and E were relatively close to fresh fillets in the composition of oxidation-related volatiles. In conclusion, freezing rate and storage temperature had a significant impact on lipid oxidation and protein denaturation in the fillets of large-mouth bass, while protein oxidation was more affected by freezing rate.
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Affiliation(s)
- Yulong Bao
- School of Food and Biological Engineering, Jiangsu University, Zhenjiang 212013, China
| | - Yaqi Zhang
- School of Food and Biological Engineering, Jiangsu University, Zhenjiang 212013, China
| | - Wanjun Xu
- School of Food and Biological Engineering, Jiangsu University, Zhenjiang 212013, China
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12
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Nolvachai Y, Amaral MSS, Marriott PJ. Foods and Contaminants Analysis Using Multidimensional Gas Chromatography: An Update of Recent Studies, Technology, and Applications. Anal Chem 2023; 95:238-263. [PMID: 36625115 DOI: 10.1021/acs.analchem.2c04680] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/11/2023]
Affiliation(s)
- Yada Nolvachai
- Australian Centre for Research on Separation Science, School of Chemistry, Monash University, Wellington Road, Clayton, Victoria 3800, Australia
| | - Michelle S S Amaral
- Australian Centre for Research on Separation Science, School of Chemistry, Monash University, Wellington Road, Clayton, Victoria 3800, Australia
| | - Philip J Marriott
- Australian Centre for Research on Separation Science, School of Chemistry, Monash University, Wellington Road, Clayton, Victoria 3800, Australia
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13
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Luo J, Yu Q, Han G, Zhang X, Shi H, Cao H. Identification of off-flavor compounds and deodorizing of cattle by-products. J Food Biochem 2022; 46:e14443. [PMID: 36169339 DOI: 10.1111/jfbc.14443] [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: 06/04/2022] [Revised: 09/13/2022] [Accepted: 09/16/2022] [Indexed: 01/14/2023]
Abstract
An unnatural flavor in a food or drink product caused by the presence of undesirable compounds due to contamination or deterioration is called off-flavor. This study determined the characteristics of cattle by-products off-flavor (heart, liver, lung, rumen, and intestine). We identified 25, 34, 26, 22, and 26 volatile compounds from the heart, liver, lung, rumen, and intestine, respectively, in the bovine via headspace solid-phase microextraction/gas chromatography-mass spectrometry (HS-SPME/GC-MS). Based on the relative odor activity value (ROAV ≥ 1), 16 volatile compounds were labeled as characteristic off-flavor by principal component analysis (PCA) and partial least squares-discriminant analysis (PLS-DA). The compounds involved in the characteristic off-flavor in bovine heart were E,E-2,4-nonadienal, E,E-2,4-decadien-1-al, hexanal, (E)-2-octenal, and decyl aldehyde. In the bovine liver, the off-flavor compounds were 1-nonanol, ethyl hexanoate, 2-octanone, and dodecyl aldehyde and in bovine lung 3-heptylacrolein was the off-flavor compound. In bovine rumen, heptaldehyde, octanal, p-cresol, and 1-nonanal were off-flavor compounds, and lastly, 1-octen-3-ol and E-2-nonenal were off-flavor compounds with bovine intestine. The cattle by-products were deodorized by shallot-ginger extract masking, baker's yeast fermentation, active dry yeast + β-cyclodextrin (β-CD) composite, and ultrasound + chitosan composite. The above 16 labeled characteristic compounds decreased in concentration. The ultrasound + chitosan composite method showed a significantly better effect than the other methods (p < .05). The aim of this study was to determine the characteristic flavor information of cattle by-products and provide idea on how to improve the flavor by various deodorization methods. PRACTICAL APPLICATIONS: This study investigated the volatile flavor compounds of cattle by-products from five organs (heart, liver, lung, rumen, and intestine) by headspace solid-phase microextraction/gas chromatography-mass spectrometry (HS-SPME/GC-MS). The 16 volatile compounds were labeled as the major characteristic off-flavor compounds by relative odor activity values and principal component analysis. Four different deodorization methods were adopted, and among them, ultrasound + chitosan composite method showed best results. This study has provided useful information about the characteristic off-flavor compounds and suggests how to improve the flavor of cattle by-products through various deodorization methods.
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Affiliation(s)
- Jin Luo
- College of Food Science and Engineering, Gansu Agricultural University, Lanzhou, China
| | - Qunli Yu
- College of Food Science and Engineering, Gansu Agricultural University, Lanzhou, China
| | | | | | - Hongmei Shi
- Gansu Province Gannan Animal Husbandry Veterinary Workstation, Gannan, China
| | - Hui Cao
- Shanxi Qinbao Animal Husbandry Development Co., Baoji, China
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14
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Wang Y, Jiang L, An D, Zhao Y, He Y, Wu F, Zhao H, Lu X, Lu H. Analysis of volatile flavor changes of sea urchin gonads and phospholipids after heating based on
GC‐IMS. J FOOD PROCESS PRES 2022. [DOI: 10.1111/jfpp.17107] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/27/2022]
Affiliation(s)
- Youjun Wang
- College of Food Science and Engineering Dalian Ocean University, Heishijiao Street, Dalian 116023 China
- Collaborative Innovation Center of Seafood Deep Processing, Qinggongyuan Street Dalian Polytechnic University 116034 Dalian China
| | - Lu Jiang
- College of Food Science and Engineering Dalian Ocean University, Heishijiao Street, Dalian 116023 China
| | - Dongping An
- College of Food Science and Engineering Dalian Ocean University, Heishijiao Street, Dalian 116023 China
- Collaborative Innovation Center of Seafood Deep Processing, Qinggongyuan Street Dalian Polytechnic University 116034 Dalian China
| | - Yangmeijin Zhao
- College of Food Science and Engineering Dalian Ocean University, Heishijiao Street, Dalian 116023 China
- Collaborative Innovation Center of Seafood Deep Processing, Qinggongyuan Street Dalian Polytechnic University 116034 Dalian China
| | - Yuxuan He
- College of Food Science and Engineering Dalian Ocean University, Heishijiao Street, Dalian 116023 China
- Collaborative Innovation Center of Seafood Deep Processing, Qinggongyuan Street Dalian Polytechnic University 116034 Dalian China
| | - Fangbing Wu
- College of Food Science and Engineering Dalian Ocean University, Heishijiao Street, Dalian 116023 China
| | - Hui Zhao
- College of Food Science and Engineering Dalian Ocean University, Heishijiao Street, Dalian 116023 China
- Collaborative Innovation Center of Seafood Deep Processing, Qinggongyuan Street Dalian Polytechnic University 116034 Dalian China
| | - Xuefeng Lu
- College of Food Science and Engineering Dalian Ocean University, Heishijiao Street, Dalian 116023 China
- Collaborative Innovation Center of Seafood Deep Processing, Qinggongyuan Street Dalian Polytechnic University 116034 Dalian China
| | - Hang Lu
- College of Food Science and Engineering Dalian Ocean University, Heishijiao Street, Dalian 116023 China
- Jiangsu Key Laboratory of Marine Bioresources and Environment Jiangsu Ocean University Cangwu Road, Lianyungang 222005 China
- Collaborative Innovation Center of Seafood Deep Processing, Qinggongyuan Street Dalian Polytechnic University 116034 Dalian China
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15
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Xiao N, Xu H, Jiang X, Sun T, Luo Y, Shi W. Evaluation of aroma characteristics in grass carp mince as affected by different washing processes using an E-nose, HS-SPME-GC-MS, HS-GC-IMS, and sensory analysis. Food Res Int 2022; 158:111584. [DOI: 10.1016/j.foodres.2022.111584] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/30/2022] [Revised: 06/04/2022] [Accepted: 06/24/2022] [Indexed: 11/25/2022]
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16
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Wang Z, de Jager LS, Begley T, Genualdi S. Large volume headspace GC/MS analysis for the identification of volatile compounds relating to seafood decomposition. Food Sci Nutr 2022; 10:1195-1210. [PMID: 35432958 PMCID: PMC9007289 DOI: 10.1002/fsn3.2751] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/16/2021] [Revised: 01/03/2022] [Accepted: 01/06/2022] [Indexed: 12/04/2022] Open
Abstract
Decomposition in seafood products in the United States is monitored by the Food and Drug Administration (FDA) laboratories using sensory testing, which requires highly trained analysts. A large‐volume headspace (LVHS) gas chromatography/mass spectrometry (GC/MS) method was developed to generate analytical results that can be directly compared to sensory evaluation. Headspace vapor was withdrawn from a 1‐L vial containing 50 g seafood sample using a large volume headspace autosampler. Various volatile compounds were collected simultaneously. Analytes were preconcentrated by a capillary column trapping system and then sent through a cryo‐focuser mounted onto the GC injector. A selected ion monitoring (SIM) MS acquisition method was used to selectively monitor 38 compounds of interest. Samples of red snapper, croaker, weakfish, mahi‐mahi, black tiger shrimp, yellowfin tuna, and sockeye salmon that have been assessed and scored by an FDA National Seafood Sensory Expert (NSSE) were used for method performance evaluation. Characteristic compounds potentially associated with seafood quality deterioration for each seafood species were identified by quantitative analysis using pooled matrix‐matched calibrations and two‐sample t‐test statistical analysis. Classification of fresh and decomposed samples was visualized on the analysis of variance (ANOVA)–principal component analysis (PCA) score plots. The results determined that the LVHS‐GC/MS technique appeared promising as a screening tool to identify compounds representative of sensory analysis.
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Affiliation(s)
- Zhengfang Wang
- Joint Institute for Food Safety and Applied Nutrition University of Maryland College Park Maryland USA
| | - Lowri S de Jager
- Center for Food Safety and Applied Nutrition Office of Regulatory Science U.S. Food and Drug Administration College Park Maryland USA
| | - Timothy Begley
- Center for Food Safety and Applied Nutrition Office of Regulatory Science U.S. Food and Drug Administration College Park Maryland USA
| | - Susan Genualdi
- Center for Food Safety and Applied Nutrition Office of Regulatory Science U.S. Food and Drug Administration College Park Maryland USA
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17
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Xiao N, Huang H, Liu J, Jiang X, Chen Q, Chen Q, Shi W. Comparison of different edible parts of bighead carp (Aristichthys nobilis) flavor. J Food Biochem 2021; 45:e13946. [PMID: 34569068 DOI: 10.1111/jfbc.13946] [Citation(s) in RCA: 13] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/12/2021] [Revised: 09/10/2021] [Accepted: 09/13/2021] [Indexed: 12/22/2022]
Abstract
The study aims to obtain the information on taste and odor among different edible parts (white dorsal meat, white abdomen meat, white tail meat, and dark meat) of bighead carp. The results showed that the white dorsal meat and white abdomen meat had the higher content of total amino acids among all edible parts of bighead carp samples. The highest inosine monophosphate and adenosine monophosphate content presented in white abdomen meat, and the highest equivalent umami concentration value presented in dark meat. The principal component analysis result of electronic tongue and electronic nose showed significant differences in the overall taste and odor characteristics among four group samples. Additionally, 41, 30, 42, and 29 volatile compounds were identified by headspace solid-phase microextraction/gas chromatography-mass spectrometry among white dorsal meat, white abdomen meat, white tail meat, and dark meat of bighead carp, respectively. Based on the data of relative olfactory activity value (ROAV ≥ 1), 12 relative olfactory activity compounds may mainly contribute to the overall odor of bighead carp, including 2-methylbutanal, hexanal, heptanal, (E)-2-octenal, nonanal, dodecanal, undecanal, decanal, 3-methyl-1-pentanol, 1-octen-3-ol, (Z)-2-octen-1-ol, and eucalyptol. Furthermore, according to the Partial Least Squares Discriminant Analysis profile derived from the ROAV of 12 characteristic volatile compounds, significant variations in the odor of different edible parts of bighead carp. Overall, there was a significant difference in taste and odor among different edible parts of bighead carp, and this study may provide useful information for unraveling the flavor characteristics of each edible part of raw bighead carp. PRACTICAL APPLICATIONS: The comprehensive information on taste and odor among different edible parts (white dorsal meat, white abdomen meat, white tail meat, and dark meat) of bighead carp were obtained using liquid chromatography-mass spectrometry, automatic amino acid analyzer, electronic tongue (E-tongue), headspace solid-phase microextraction/gas chromatography-mass spectrometry (HS-SPME/GC-MS), and electronic nose (E-tongue), respectively. This study may provide useful information for unraveling the flavor characteristics of each edible part of raw bighead carp and improving the flavor of bighead carp products.
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Affiliation(s)
- Naiyong Xiao
- College of Food Science and Technology, Shanghai Ocean University, Shanghai, P.R. China
| | - Haiyuan Huang
- College of Food Science and Technology, Shanghai Ocean University, Shanghai, P.R. China
| | - Junya Liu
- College of Food Science and Technology, Shanghai Ocean University, Shanghai, P.R. China
| | - Xin Jiang
- College of Food Science and Technology, Shanghai Ocean University, Shanghai, P.R. China
| | - Qin Chen
- College of Food Science and Technology, Shanghai Ocean University, Shanghai, P.R. China
| | - Qing Chen
- College of Food Science and Technology, Shanghai Ocean University, Shanghai, P.R. China
| | - Wenzheng Shi
- College of Food Science and Technology, Shanghai Ocean University, Shanghai, P.R. China.,National R&D Branch Center for Freshwater Aquatic Products Processing Technology (Shanghai), Shanghai, P.R. China
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