1
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Jiang SS, Li Q, Wang T, Huang YT, Zong L, Meng XR. Effect of ultrasound combined with highland barley dietary fiber on gel properties of reduced-salt chicken breast myofibrillar protein. J Food Sci 2024. [PMID: 39363217 DOI: 10.1111/1750-3841.17434] [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: 07/02/2024] [Revised: 08/30/2024] [Accepted: 09/15/2024] [Indexed: 10/05/2024]
Abstract
This study aimed to investigate the effect of ultrasound combined with highland barley dietary fiber (HBDF) on the quality of reduced-salt chicken breast myofibrillar protein (MP) gel. The molecular forces maintaining gel structure, the gelling formation process, and gel microstructure of different groups, two control groups (2% sodium chloride [NaCl] group, 1% NaCl group), and four treatment groups (0.3% HBDF+U5, 0.3% HBDF+U10, 0.5% HBDF+U5, and 0.5% HBDF+U10) were examined. Results indicated significant improvements (p < 0.05) in gel properties such as water-holding capacity, textural characteristics, and color of the MP gel of the four treatment groups compared to Control 2 (1% NaCl) group. Furthermore, the second structural alterations were characterized by increase β-sheet, β-turn, and random coil structure contents in treatment groups, especially in 0.3% HBDF+U5 and 0.5% HBDF+U5 groups; in addition, the exposure of more hydrophobic groups and the formation of disulfide bonds and hydrogen bonds were promoted in treatment groups, thus enhancing protein aggregation and gel quality. Finally, compared to Control 2 (1% NaCl) group, more compact and uniform gel network structures and pores inside the composite gels were observed in treatment groups. In conclusion, the findings demonstrated that the application of ultrasound in combination with HBDF improved the gelling characteristics of reduced-salt chicken breast MP gel, especially 0.3% HBDF+U5 and 0.5% HBDF+U5 groups.
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Affiliation(s)
- Song-Song Jiang
- College of Tourism and Culinary Science, Yangzhou University, Yangzhou, P. R. China
- Key Laboratory of Chinese Cuisine Intangible Cultural Heritage Technology Inheritance, Ministry of Culture and Tourism, Yangzhou, P. R. China
| | - Qian Li
- College of Tourism and Culinary Science, Yangzhou University, Yangzhou, P. R. China
| | - Tao Wang
- College of Tourism and Culinary Science, Yangzhou University, Yangzhou, P. R. China
| | - Yu-Tong Huang
- College of Tourism and Culinary Science, Yangzhou University, Yangzhou, P. R. China
| | - Lili Zong
- College of Tourism and Culinary Science, Yangzhou University, Yangzhou, P. R. China
| | - Xiang-Ren Meng
- College of Tourism and Culinary Science, Yangzhou University, Yangzhou, P. R. China
- Key Laboratory of Chinese Cuisine Intangible Cultural Heritage Technology Inheritance, Ministry of Culture and Tourism, Yangzhou, P. R. China
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2
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Pan Q, Zhou Y, Wang Y, Xu B, Li P, Chen C. Effects of ultrasound-assisted dry-curing on water holding capacity and tenderness of reduced‑sodium pork by modifying salt-soluble proteins. Food Chem 2024; 453:139704. [PMID: 38788639 DOI: 10.1016/j.foodchem.2024.139704] [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: 02/13/2024] [Revised: 05/01/2024] [Accepted: 05/14/2024] [Indexed: 05/26/2024]
Abstract
This study investigated the effects of ultrasound-assisted dry-curing (UADC) on water holding capacity (WHC) and tenderness of pork at different powers and times, and the mechanism was discussed by considering the functional and structural properties of salt-soluble proteins (SSP). The results showed the application of appropriate UADC treatments (300 W, 60 min) have disruptively affected the muscle structure and decreased the size of the SSP particles (P < 0.05), resulting in the increased concentration of active sulfhydryl and surface hydrophobicity (P < 0.05). These modifications facilitated the dissociation of the myofibrillar structure and the dissolution of more connected proteins, which in turn improved the WHC and tenderness of the pork (P < 0.05). Nevertheless, extended periods of high-power UADC treatments negatively affected the WHC and tenderness of dry-cured pork (P < 0.05). In general, using SSP modified by UADC provides a novel strategy for enhancing the WHC and tenderness of dry-cured products.
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Affiliation(s)
- Qiong Pan
- School of Food and Biological Engineering, Hefei University of Technology, Hefei 230009, Anhui province, People's Republic of China; Engineering Research Center of Bio-process from Ministry of Education, Hefei University of Technology, Hefei 230009, Anhui province, People's Republic of China
| | - Yu Zhou
- School of Food and Biological Engineering, Hefei University of Technology, Hefei 230009, Anhui province, People's Republic of China; Engineering Research Center of Bio-process from Ministry of Education, Hefei University of Technology, Hefei 230009, Anhui province, People's Republic of China
| | - Yu Wang
- School of Food and Biological Engineering, Zhengzhou University of Light Industry, Zhengzhou 450000, Henan province, People's Republic of China
| | - Baocai Xu
- School of Food and Biological Engineering, Hefei University of Technology, Hefei 230009, Anhui province, People's Republic of China; Engineering Research Center of Bio-process from Ministry of Education, Hefei University of Technology, Hefei 230009, Anhui province, People's Republic of China
| | - Peijun Li
- School of Food and Biological Engineering, Hefei University of Technology, Hefei 230009, Anhui province, People's Republic of China; Engineering Research Center of Bio-process from Ministry of Education, Hefei University of Technology, Hefei 230009, Anhui province, People's Republic of China.
| | - Conggui Chen
- School of Food and Biological Engineering, Hefei University of Technology, Hefei 230009, Anhui province, People's Republic of China; Engineering Research Center of Bio-process from Ministry of Education, Hefei University of Technology, Hefei 230009, Anhui province, People's Republic of China.
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3
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Zhang J, Xu H, Liu H, Wang W, Zheng M, Liu Y, Zhou Y, Li Y, Sui X, Xiao Y. Insight into the improvement mechanism of gel properties of pea protein isolate based on the synergistic effect of cellulose nanocrystals and calcium ions. Food Chem 2024; 447:138975. [PMID: 38489882 DOI: 10.1016/j.foodchem.2024.138975] [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: 11/13/2023] [Revised: 02/21/2024] [Accepted: 03/06/2024] [Indexed: 03/17/2024]
Abstract
Here, the influence and potential mechanism by which cellulose nanocrystals (CNC) collaborated with Ca2+ enhancing the heat-induced gelation of pea protein isolate (PPI) were investigated. It was found that the combination of 0.45% CNC and 15 mM Ca2+ synergistically increased the gel strength (from 14.18 to 65.42 g) and viscoelasticity of PPI while decreased the water holding capacity. The improved particle size, turbidity, and thermostability as well as the reduced solubility, crystallinity, and gel porosity were observed in CNC/CaCl2 composite system. CNC fragments bind to specific amino acids in 11S legumin and 7S vicilin mainly through hydrogen bonding and van der Waals forces. Moreover, changes in the protein secondary structure and enhancement of the molecular interaction induced by CNC and Ca2+ could favor the robust gel network. The results will provide a new perspective on the functional regulation of pea protein and the creation of pea protein gel-based food.
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Affiliation(s)
- Jinglei Zhang
- Key Laboratory of Jianghuai Agricultural Product Fine Processing and Resource Utilization of Ministry of Agriculture and Rural Affairs, State Key Laboratory of Tea Plant Biology and Utilization, School of Tea and Food Science & Technology, Anhui Agricultural University, Hefei 230036, China
| | - Huajian Xu
- Key Laboratory of Jianghuai Agricultural Product Fine Processing and Resource Utilization of Ministry of Agriculture and Rural Affairs, State Key Laboratory of Tea Plant Biology and Utilization, School of Tea and Food Science & Technology, Anhui Agricultural University, Hefei 230036, China
| | - Huixia Liu
- Key Laboratory of Jianghuai Agricultural Product Fine Processing and Resource Utilization of Ministry of Agriculture and Rural Affairs, State Key Laboratory of Tea Plant Biology and Utilization, School of Tea and Food Science & Technology, Anhui Agricultural University, Hefei 230036, China
| | - Wenqi Wang
- Key Laboratory of Jianghuai Agricultural Product Fine Processing and Resource Utilization of Ministry of Agriculture and Rural Affairs, State Key Laboratory of Tea Plant Biology and Utilization, School of Tea and Food Science & Technology, Anhui Agricultural University, Hefei 230036, China
| | - Mingming Zheng
- Key Laboratory of Jianghuai Agricultural Product Fine Processing and Resource Utilization of Ministry of Agriculture and Rural Affairs, State Key Laboratory of Tea Plant Biology and Utilization, School of Tea and Food Science & Technology, Anhui Agricultural University, Hefei 230036, China
| | - Yingnan Liu
- Key Laboratory of Jianghuai Agricultural Product Fine Processing and Resource Utilization of Ministry of Agriculture and Rural Affairs, State Key Laboratory of Tea Plant Biology and Utilization, School of Tea and Food Science & Technology, Anhui Agricultural University, Hefei 230036, China.
| | - Yibin Zhou
- Key Laboratory of Jianghuai Agricultural Product Fine Processing and Resource Utilization of Ministry of Agriculture and Rural Affairs, State Key Laboratory of Tea Plant Biology and Utilization, School of Tea and Food Science & Technology, Anhui Agricultural University, Hefei 230036, China
| | - Yueshuang Li
- Anhui Grain&Oil Product Quality Supervision& Testing Station, Hefei 230031, China
| | - Xiaonan Sui
- College of Food Science, Northeast Agricultural University, Harbin 150030, China.
| | - Yaqing Xiao
- Key Laboratory of Jianghuai Agricultural Product Fine Processing and Resource Utilization of Ministry of Agriculture and Rural Affairs, State Key Laboratory of Tea Plant Biology and Utilization, School of Tea and Food Science & Technology, Anhui Agricultural University, Hefei 230036, China.
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4
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Zhao S, Liu Y, Yang L, Zhao Y, Zhu M, Wang H, Kang Z, Ma H. Low-frequency alternating magnetic field and CaCl 2 influence the physicochemical, conformational and gel characteristics of low-salt myofibrillar protein. Food Chem X 2024; 22:101341. [PMID: 38586222 PMCID: PMC10997822 DOI: 10.1016/j.fochx.2024.101341] [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: 01/19/2024] [Revised: 03/25/2024] [Accepted: 03/29/2024] [Indexed: 04/09/2024] Open
Abstract
In this study, the improvement mechanism of low-frequency alternating magnetic field (LF-AMF, 5 mT, 3 h) combined with calcium chloride (CaCl2, 0-100 mM) on the gel characteristics of low-salt myofibrillar protein (MP) was investigated. LF-AMF combined with 80 mM CaCl2 treatment increased solubility (32.71%), surface hydrophobicity (40.86 μg), active sulfhydryl content (22.57%), water-holding capacity (7.15%). Besides, the combined treatment decreased turbidity, particle size and intrinsic fluorescence strength of MP. Fourier transform infrared spectroscopy (FT-IR) results indicated that the combined treatment altered the secondary structure of MP by increasing β-sheet and β-turn, and reducing α-helix and random coil. The combined treatment also induced a high G' value and shortened T2 relaxation time for forming a homogeneous and compact gel structure. These results revealed that LF-AMF combined CaCl2 treatment could as a potential approach for modifying the gel characteristics of low-salt MP.
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Affiliation(s)
- Shengming Zhao
- School of Food Science and Technology, Henan Institute of Science and Technology, PR China
- Research and Experimental Base for Traditional Specialty Meat Processing Techniques of the Ministry of Agriculture and Rural Affairs of the People's Republic of China, PR China
| | - Yu Liu
- School of Food Science and Technology, Henan Institute of Science and Technology, PR China
- Research and Experimental Base for Traditional Specialty Meat Processing Techniques of the Ministry of Agriculture and Rural Affairs of the People's Republic of China, PR China
| | - Liu Yang
- School of Food Science and Technology, Henan Institute of Science and Technology, PR China
- Research and Experimental Base for Traditional Specialty Meat Processing Techniques of the Ministry of Agriculture and Rural Affairs of the People's Republic of China, PR China
| | - Yanyan Zhao
- School of Food Science and Technology, Henan Institute of Science and Technology, PR China
- Research and Experimental Base for Traditional Specialty Meat Processing Techniques of the Ministry of Agriculture and Rural Affairs of the People's Republic of China, PR China
| | - Mingming Zhu
- School of Food Science and Technology, Henan Institute of Science and Technology, PR China
- Research and Experimental Base for Traditional Specialty Meat Processing Techniques of the Ministry of Agriculture and Rural Affairs of the People's Republic of China, PR China
| | - Hui Wang
- School of Food Science and Technology, Henan Institute of Science and Technology, PR China
- Research and Experimental Base for Traditional Specialty Meat Processing Techniques of the Ministry of Agriculture and Rural Affairs of the People's Republic of China, PR China
| | - Zhuangli Kang
- School of Tourism and Cuisine, Yangzhou University, Yangzhou 225127, PR China
| | - Hanjun Ma
- School of Food Science and Technology, Henan Institute of Science and Technology, PR China
- Research and Experimental Base for Traditional Specialty Meat Processing Techniques of the Ministry of Agriculture and Rural Affairs of the People's Republic of China, PR China
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5
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Gong H, Deng Y, Jiang J, Hu X, Zhou Y, Zhang Y, Liu J, Sun W. Effect of magnetic field mediated CaCl 2 on the edible quality of low-sodium minced pork gels. Meat Sci 2024; 212:109453. [PMID: 38412752 DOI: 10.1016/j.meatsci.2024.109453] [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: 10/27/2023] [Revised: 01/24/2024] [Accepted: 02/15/2024] [Indexed: 02/29/2024]
Abstract
Magnetic field combined with calcium chloride (CaCl2,) treatment is a highly promising technique for reducing sodium chloride (NaCl) in meat. Therefore, this paper investigated the effect of reducing NaCl addition (0-10%) by CaCl2 in combination with a magnetic field (3.8 mT) on the edible quality of low-salt pork mince. It is desired to drive the application of magnetic field and CaCl2 in low-sodium meat processing in this way. Results showed that the cooking yield, color, hardness, elasticity, mouthfeel, apparent texture, and orderliness of protein conformation of all minced pork were improved as compared to the control group, while the electron nose response values of their volatile sulfides and nitrogen oxides were decreased. In particular, the best edible quality and perceived salty intensity of minced pork gel was obtained by using CaCl2 in place of 5% NaCl under magnetic field mediation. In addition, energy dispersive X-ray spectroscopy scans showed that the reduced NaCl treatment by magnetic field combined with CaCl2 could increase the signal intensity of sodium in minced pork matrices to some extent. Magnetic field-mediated substitution of NaCl for CaCl2 treatment was also found to be favorable for inducing the transition of the protein secondary structure from an irregularly coiled to a β-folded structure (demonstrated by infrared spectroscopy). In short, magnetic fields combined with CaCl2 instead of NaCl was a highly promising method of producing low-NaCl meats.
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Affiliation(s)
- Honghong Gong
- College of Life Science, Yangtze University, Jingzhou, Hubei 434023, PR China
| | - Yushi Deng
- College of Life Science, Yangtze University, Jingzhou, Hubei 434023, PR China
| | - Jingjiao Jiang
- College of Life Science, Yangtze University, Jingzhou, Hubei 434023, PR China
| | - Xiaopeng Hu
- College of Life Science, Yangtze University, Jingzhou, Hubei 434023, PR China
| | - Yuanhua Zhou
- College of Mechanical Engineering, Yangtze University, Jingzhou, Hubei 434023, PR China
| | - Yunhua Zhang
- College of Mechanical Engineering, Yangtze University, Jingzhou, Hubei 434023, PR China
| | - Jingyang Liu
- College of Life Science, Yangtze University, Jingzhou, Hubei 434023, PR China
| | - Weiqing Sun
- College of Life Science, Yangtze University, Jingzhou, Hubei 434023, PR China.
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6
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Gong H, Jang J, Deng Y, Ma J, Zhang Y, Zhou Y, Zhang Y, Sun W. Effect and mechanism of DC magnetic field combined with calcium chloride on saltiness and flavor enhancement of low salt pork gel. Food Res Int 2023; 173:113235. [PMID: 37803549 DOI: 10.1016/j.foodres.2023.113235] [Citation(s) in RCA: 8] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/19/2023] [Revised: 07/03/2023] [Accepted: 07/04/2023] [Indexed: 10/08/2023]
Abstract
This study intended to investigate the synergistic effect of direct current magnetic field (DC-MF) and calcium chloride (CaCl2) on improving the saltiness and quality of pork gel and to explore the potential adjustment mechanisms involved. Pork mince was subjected to low-salt treatment of DC-MF for 3 h (T1), CaCl2 substitution (T2) or DC-MF combined with CaCl2 (T3) respectively under high and low salt controls (HC and LC). Heat-induced gels of pork mince were prepared and analyzed in terms of gel texture, saltiness perception, moisture status, salt release and protein structure. Results indicated that DC-MF combined with CaCl2 treatment could reduce the addition of sodium chloride by 5% while maintaining the saltiness and overall acceptability of mince as well as improving its texture and yield. Further studies revealed that DC-MF in concert with CaCl2 treatment could not only increase the moisture content of mince gel, but also enhance saltiness perception by causing gel matrix to release salt-bearing juices under external forces. The energy spectrum analysis also illustrated that co-treatment technique could avoid the salt loss of minced meat during cooking process. Finally, a possible potential regulatory mechanism was speculated that the synergistic action of DC-MF and CaCl2 could alter the gel texture and sodium salt availability by modifying protein conformation and inducing a competitive binding reaction site for calcium and sodium ions. In conclusion, synergistic treatment by DC-MF and CaCl2 was a potential strategy in meat salt reduction.
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Affiliation(s)
- Honghong Gong
- College of Life Science, Yangtze University, Jingzhou, Hubei 434023, PR China
| | - Jingjiao Jang
- College of Life Science, Yangtze University, Jingzhou, Hubei 434023, PR China
| | - Yushi Deng
- College of Life Science, Yangtze University, Jingzhou, Hubei 434023, PR China
| | - Jing Ma
- College of Life Science, Yangtze University, Jingzhou, Hubei 434023, PR China
| | - Yunhua Zhang
- College of Mechanical Engineering, Yangtze University, Jingzhou, Hubei 434023, PR China
| | - Yuanhua Zhou
- College of Mechanical Engineering, Yangtze University, Jingzhou, Hubei 434023, PR China
| | - Yan Zhang
- College of Life Science, Yangtze University, Jingzhou, Hubei 434023, PR China
| | - Weiqing Sun
- College of Life Science, Yangtze University, Jingzhou, Hubei 434023, PR China.
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7
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Xu H, Zhang J, Zhou Q, Li W, Liao X, Gao J, Zheng M, Liu Y, Zhou Y, Jiang L, Sui X, Xiao Y. Synergistic effect and mechanism of cellulose nanocrystals and calcium ion on the film-forming properties of pea protein isolate. Carbohydr Polym 2023; 319:121181. [PMID: 37567717 DOI: 10.1016/j.carbpol.2023.121181] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/20/2023] [Revised: 06/20/2023] [Accepted: 07/06/2023] [Indexed: 08/13/2023]
Abstract
The current serious environmental problems have greatly encouraged the design and development of food packaging materials with environmental protection, green, and safety. This study aims to explore the synergistic effect and corresponding mechanism of cellulose nanocrystals (CNC) and CaCl2 to enhance the film-forming properties of pea protein isolate (PPI). The combination of 0.5 % CNC and 4.5 mM CaCl2 resulted in a 76.6 % increase in tensile strength when compared with pure PPI-based film. Meanwhile, this combination effectively improved the barrier performance, surface hydrophobicity, water resistance, and biodegradability of PPI-based film. The greater crystallinity, viscoelasticity, lower water mobility, and improved protein spatial conformation were also observed in CNC/CaCl2 composite film. Compared with the control, the main degradation temperature of composite film was increased from 326.23 °C to 335.43 °C. The CNC chains bonded with amino acid residue of pea protein at specific sites via non-covalent forces (e.g., hydrogen bonds, Van der Waals forces). Meanwhile, Ca2+ promoted the ordered protein aggregation at suitable rate and degree, accompanied by the formation of more disulfide bonds. Furthermore, proper Ca2+ could strengthen the cross-linking and interaction between CNC and protein, thereby establishing a stable network structure. The prepared composite films are expected to be used for strawberry preservation.
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Affiliation(s)
- Huajian Xu
- Key Laboratory of Jianghuai Agricultural Product Fine Processing and Resource Utilization of Ministry of Agriculture and Rural Affairs, Department of Food Science and Engineering, Anhui Agricultural University, Hefei 230036, China
| | - Jinglei Zhang
- Key Laboratory of Jianghuai Agricultural Product Fine Processing and Resource Utilization of Ministry of Agriculture and Rural Affairs, Department of Food Science and Engineering, Anhui Agricultural University, Hefei 230036, China
| | - Qianxin Zhou
- Key Laboratory of Jianghuai Agricultural Product Fine Processing and Resource Utilization of Ministry of Agriculture and Rural Affairs, Department of Food Science and Engineering, Anhui Agricultural University, Hefei 230036, China
| | - Weixiao Li
- Key Laboratory of Jianghuai Agricultural Product Fine Processing and Resource Utilization of Ministry of Agriculture and Rural Affairs, Department of Food Science and Engineering, Anhui Agricultural University, Hefei 230036, China
| | - Xiangxin Liao
- Key Laboratory of Jianghuai Agricultural Product Fine Processing and Resource Utilization of Ministry of Agriculture and Rural Affairs, Department of Food Science and Engineering, Anhui Agricultural University, Hefei 230036, China
| | - Junwei Gao
- Key Laboratory of Jianghuai Agricultural Product Fine Processing and Resource Utilization of Ministry of Agriculture and Rural Affairs, Department of Food Science and Engineering, Anhui Agricultural University, Hefei 230036, China
| | - Mingming Zheng
- Key Laboratory of Jianghuai Agricultural Product Fine Processing and Resource Utilization of Ministry of Agriculture and Rural Affairs, Department of Food Science and Engineering, Anhui Agricultural University, Hefei 230036, China
| | - Yingnan Liu
- Key Laboratory of Jianghuai Agricultural Product Fine Processing and Resource Utilization of Ministry of Agriculture and Rural Affairs, Department of Food Science and Engineering, Anhui Agricultural University, Hefei 230036, China.
| | - Yibin Zhou
- Key Laboratory of Jianghuai Agricultural Product Fine Processing and Resource Utilization of Ministry of Agriculture and Rural Affairs, Department of Food Science and Engineering, Anhui Agricultural University, Hefei 230036, China
| | - Lianzhou Jiang
- College of Food Science, Northeast Agricultural University, Harbin 150030, China
| | - Xiaonan Sui
- College of Food Science, Northeast Agricultural University, Harbin 150030, China.
| | - Yaqing Xiao
- Key Laboratory of Jianghuai Agricultural Product Fine Processing and Resource Utilization of Ministry of Agriculture and Rural Affairs, Department of Food Science and Engineering, Anhui Agricultural University, Hefei 230036, China.
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Taghian Dinani S, Charles Carrillo MF, Boom R, van der Goot AJ. Quality improvement of plant-based meat alternatives by addition of iota carrageenan to pea protein–wheat gluten blend. Eur Food Res Technol 2023. [DOI: 10.1007/s00217-023-04244-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 04/03/2023]
Abstract
AbstractIn this study, the influence of iota carrageenan (IC) addition at different steps to the protein blends based on pea protein isolate (PPI) and wheat gluten (WG) as well as hydration mixing time and temperature of IC on the quality attributes of plant-based meat alternatives was studied. In more detail, IC was added before (B, in water with mixing times of 15 or 30 min and temperatures of 25 or 75 °C) or after (A, in powder form) the addition of PPI to the mixture with or without calcium chloride (Ca) in the formulation. The results showed that the addition of IC after PPI, especially combination with Ca resulted in the products with the most visible fibers, which can be considered as a quality improvement. IC addition to the formulations with or without Ca also increased the browning index, water holding capacity, tensile stress, and air bubble numbers compared to the PPI.WG formulation. However, no considerable difference in these parameters was found regarding the addition order of IC (before or after the addition of PPI). As the addition of IC after PPI hydration needs less energy for mixing, and, thus, less time for preparation, this order of addition can be recommended for improving the quality of plant-based meat alternatives containing IC. Therefore, hydration of IC in water, especially at high temperatures, is not necessary for the production of plant-based meat alternatives produced in the high-temperature shear cell (HTSC).
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9
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Dong H, Wang P, Yang Z, Xu X. 3D printing based on meat materials: Challenges and opportunities. Curr Res Food Sci 2022; 6:100423. [PMID: 36636723 PMCID: PMC9830157 DOI: 10.1016/j.crfs.2022.100423] [Citation(s) in RCA: 10] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/24/2022] [Revised: 12/11/2022] [Accepted: 12/21/2022] [Indexed: 12/24/2022] Open
Abstract
Three-dimensional (3D) printing, as an emerging technology, is driving great progress in the food industry. In the meat field, 3D printing is expected to replace the traditional food industry and solve the problems of raw material waste and food contamination. Nevertheless, the application of 3D printing in meat still faces many challenges. The rheological properties of the ink, such as shear thinning behavior, viscosity, and yield stress, are critical in determining whether it can be printed smoothly and ensuring the quality of the product. Meat materials are complex multi-phase colloidal systems with unique fibrous structures that cannot be printed directly, and improving the printability of meat colloids mainly limits meat printing. The complexity of meat colloidal systems determines the different heat requirements. In addition, at this stage, the functionality of the printer and the formulation of a single nutritional and organoleptic properties limit the implementation and application of 3D printing. Moreover, the development of cultured meat, the full application of by-products, and the emergence of new technologies provides opportunities for the application of 3D printing in the meat industry. This review highlights the current challenges and opportunities for the application of 3D printing in meat to provide new ideas for the development of 3D printing.
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Affiliation(s)
- Hualin Dong
- Key Laboratory of Animal Products Processing, Ministry of Agriculture, Key Laboratory of Meat Processing and Quality Control, Ministry of Education, Jiangsu Synergetic Innovation Center of Meat Production and Processing, College of Food Science and Technology, Nanjing Agricultural University, Nanjing, Jiangsu, 210095, People’s Republic of China
| | - Peng Wang
- Key Laboratory of Animal Products Processing, Ministry of Agriculture, Key Laboratory of Meat Processing and Quality Control, Ministry of Education, Jiangsu Synergetic Innovation Center of Meat Production and Processing, College of Food Science and Technology, Nanjing Agricultural University, Nanjing, Jiangsu, 210095, People’s Republic of China
| | - Zongyun Yang
- Key Laboratory of Animal Products Processing, Ministry of Agriculture, Key Laboratory of Meat Processing and Quality Control, Ministry of Education, Jiangsu Synergetic Innovation Center of Meat Production and Processing, College of Food Science and Technology, Nanjing Agricultural University, Nanjing, Jiangsu, 210095, People’s Republic of China
| | - Xinglian Xu
- Key Laboratory of Animal Products Processing, Ministry of Agriculture, Key Laboratory of Meat Processing and Quality Control, Ministry of Education, Jiangsu Synergetic Innovation Center of Meat Production and Processing, College of Food Science and Technology, Nanjing Agricultural University, Nanjing, Jiangsu, 210095, People’s Republic of China
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10
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Zhang Y, Bai G, Jin G, Wang Y, Wang J, Puolanne E, Cao J. Role of low molecular additives in the myofibrillar protein gelation: underlying mechanisms and recent applications. Crit Rev Food Sci Nutr 2022; 64:3604-3622. [PMID: 36239320 DOI: 10.1080/10408398.2022.2133078] [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
Understanding mechanisms of myofibrillar protein gelation is important for development of gel-type muscle foods. The protein-protein interactions are largely responsible for the heat-induced gelation. Exogenous additives have been extensively applied to improve gelling properties of myofibrillar proteins. Research has been carried out to investigate effects of different additives on protein gelation, among which low molecular substances as one of the most abundant additives have been recently implicated in the modifications of intermolecular interactions. In this review, the processes of myosin dissociation under salt and the subsequent interaction via intermolecular forces are elaborated. The underlying mechanisms focusing on the role of low molecular additives in myofibrillar protein interactions during gelation particularly in relation to modifications of the intermolecular forces are comprehensively discussed, and six different additives i.e. metal ions, phosphates, amino acids, hydrolysates, phenols and edible oils are involved. The promoting effect of low molecular additives on protein interactions is highly attributed to the strengthened hydrophobic interactions providing explanations for improved gelation. Other intermolecular forces i.e. covalent bonds, ionic and hydrogen bonds could also be influenced depending on varieties of additives. This review can hopefully be used as a reference for the development of gel-type muscle foods in the future.
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Affiliation(s)
- Yuemei Zhang
- Beijing Engineering and Technology Research Center of Food Additives, School of Food and Health, Beijing Technology and Business University, Beijing, China
| | - Genpeng Bai
- Beijing Engineering and Technology Research Center of Food Additives, School of Food and Health, Beijing Technology and Business University, Beijing, China
| | - Guofeng Jin
- Beijing Engineering and Technology Research Center of Food Additives, School of Food and Health, Beijing Technology and Business University, Beijing, China
| | - Ying Wang
- Beijing Engineering and Technology Research Center of Food Additives, School of Food and Health, Beijing Technology and Business University, Beijing, China
| | - Jinpeng Wang
- Beijing Engineering and Technology Research Center of Food Additives, School of Food and Health, Beijing Technology and Business University, Beijing, China
| | - Eero Puolanne
- Department of Food and Nutrition, University of Helsinki, Helsinki, Finland
| | - Jinxuan Cao
- Beijing Engineering and Technology Research Center of Food Additives, School of Food and Health, Beijing Technology and Business University, Beijing, China
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11
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Ma W, Yuan F, Feng L, Wang J, Sun Y, Cao Y, Huang J. ε-Polylysine-mediated enhancement of the structural stability and gelling properties of myofibrillar protein under oxidative stress. Int J Biol Macromol 2022; 220:1114-1123. [PMID: 36030980 DOI: 10.1016/j.ijbiomac.2022.08.143] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/26/2022] [Revised: 08/11/2022] [Accepted: 08/22/2022] [Indexed: 11/05/2022]
Abstract
The effects of ε-polylysine (ε-PL) at different concentrations (0.005 %, 0.010 %, 0.020 %, and 0.030 %) on the structure and gelling behavior of pork myofibrillar protein (MP) under oxidative stress were explored. The incorporation of ε-PL significantly restrained oxidation-induced sulfhydryl and solubility losses (up to 9.72 % and 41.9 %, respectively) as well as protein crosslinking and aggregation. Compared with the oxidized control, ε-PL at low concentrations (0.005 % - 0.020 %) promoted further unfolding and destabilization of MP, while 0.030 % ε-PL led to refolding of MP and enhanced its thermal stability. The ε-PL-induced physicochemical changes favored the formation of a finer and more homogeneous three-dimensional network structure, therefore obviously enhancing the strength and water-holding capacity (WHC) of thermally induced oxidized MP gels, with the ε-PL at 0.020 % showed the greatest enhancement. This work revealed for the first time that ε-PL can significantly ameliorate the oxidation stability and gel-forming ability of meat proteins.
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Affiliation(s)
- Wenhui Ma
- School of Food and Biological Engineering, Natural Food Macromolecule Research Center, Shaanxi University of Science and Technology, Xi'an 710021, China
| | - Fang Yuan
- School of Biotechnology, Jiangnan University, Wuxi 214122, China; Jiangsu Yiming Biological Technology Co., Ltd., Taixing 225400, China
| | - Li Feng
- School of Food and Biological Engineering, Natural Food Macromolecule Research Center, Shaanxi University of Science and Technology, Xi'an 710021, China
| | - Jiankang Wang
- School of Food and Biological Engineering, Natural Food Macromolecule Research Center, Shaanxi University of Science and Technology, Xi'an 710021, China
| | - Yujiao Sun
- School of Food and Biological Engineering, Natural Food Macromolecule Research Center, Shaanxi University of Science and Technology, Xi'an 710021, China
| | - Yungang Cao
- School of Food and Biological Engineering, Natural Food Macromolecule Research Center, Shaanxi University of Science and Technology, Xi'an 710021, China.
| | - Junrong Huang
- School of Food and Biological Engineering, Natural Food Macromolecule Research Center, Shaanxi University of Science and Technology, Xi'an 710021, China.
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12
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Hu J, Feng C, Yu Z, Zhu Y. Effect of partial substitution of NaCl by KCl, CaCl
2
, and MgCl
2
on properties of mixed gelation from myofibrillar protein and
Flammulina velutipes
protein. J FOOD PROCESS PRES 2022. [DOI: 10.1111/jfpp.16525] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
Affiliation(s)
- Jingrong Hu
- College of Food Science and Engineering Shanxi Agricultural University Taigu 030801 China
| | - Cuiping Feng
- College of Food Science and Engineering Shanxi Agricultural University Taigu 030801 China
| | - Zhihui Yu
- College of Food Science and Engineering Shanxi Agricultural University Taigu 030801 China
| | - Yingchun Zhu
- College of Food Science and Engineering Shanxi Agricultural University Taigu 030801 China
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13
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Meng Y, Xue Q, Chen J, Li Y, Shao Z. Structure, stability, rheology, and texture properties of ε-polylysine-whey protein complexes. J Dairy Sci 2022; 105:3746-3757. [DOI: 10.3168/jds.2021-21219] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/30/2021] [Accepted: 01/22/2022] [Indexed: 01/13/2023]
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14
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Roobab U, Abida A, Afzal R, Madni GM, Zeng X, Rahaman A, Aadil RM. Impact of high‐pressure treatments on enzyme activity of fruit‐based beverages: an overview. Int J Food Sci Technol 2021. [DOI: 10.1111/ijfs.15492] [Citation(s) in RCA: 15] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/13/2022]
Affiliation(s)
- Ume Roobab
- School of Food Science and Engineering South China University of Technology Guangzhou 510641 China
- Overseas Expertise Introduction Center for Discipline Innovation of Food Nutrition and Human Health (111 Center) Guangzhou 510640 China
| | - Afeera Abida
- National Institute of Food Science and Technology University of Agriculture Faisalabad 38000 Pakistan
| | - Rehan Afzal
- National Institute of Food Science and Technology University of Agriculture Faisalabad 38000 Pakistan
| | - Ghulam Muhammad Madni
- National Institute of Food Science and Technology University of Agriculture Faisalabad 38000 Pakistan
| | - Xin‐An Zeng
- School of Food Science and Engineering South China University of Technology Guangzhou 510641 China
- Overseas Expertise Introduction Center for Discipline Innovation of Food Nutrition and Human Health (111 Center) Guangzhou 510640 China
| | - Abdul Rahaman
- School of Food Science and Engineering South China University of Technology Guangzhou 510641 China
- Overseas Expertise Introduction Center for Discipline Innovation of Food Nutrition and Human Health (111 Center) Guangzhou 510640 China
| | - Rana Muhammad Aadil
- National Institute of Food Science and Technology University of Agriculture Faisalabad 38000 Pakistan
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15
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A systematic review of clean-label alternatives to synthetic additives in raw and processed meat with a special emphasis on high-pressure processing (2018-2021). Food Res Int 2021; 150:110792. [PMID: 34865807 DOI: 10.1016/j.foodres.2021.110792] [Citation(s) in RCA: 22] [Impact Index Per Article: 7.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/29/2021] [Revised: 10/11/2021] [Accepted: 10/24/2021] [Indexed: 01/03/2023]
Abstract
The meat industry is continuously facing challenges with food safety, and quality losses caused by thermal processing. This systematic review reports recent clean label approaches in high-pressure production of meat. A literature search was performed using Scopus, Web of Science, PubMed, and Springer databases for studies published in 2018-2021. In this regard, 69 articles were assessed out of 386 explored research articles in the identified stage. The findings indicate that most of the earlier work on high-pressure processing (HPP) focused on physicochemical and sensorial meat quality rather than providing nutritional aspects and clean-label solutions. However, few advanced studies report effective and innovative solutions to develop low salt/fat, and reduced nitrite for raw and cured meat products. HPP could help on increasing the shell life by five times in meat products; however, it depends on the formulation and packaging, etc. HPP can also preserve nutrients by using this non-thermal technology and reduce food waste as once the shelf life of products is known, it easily reduces the shrinkage in the marketplace. This review explores the latest trend of experimental research in high-pressure processing alone, or multi-hurdle techniques employed to increase the effect of clean-label ingredients for enhanced meat safety/quality.
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16
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Zhao B, Sun B, Wang S, Zhang Y, Zang M, Le W, Wang H, Wu Q. Effect of different cooking water on flavor characteristics of mutton soup. Food Sci Nutr 2021; 9:6047-6059. [PMID: 34760236 PMCID: PMC8565249 DOI: 10.1002/fsn3.2546] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/02/2021] [Revised: 08/11/2021] [Accepted: 08/14/2021] [Indexed: 01/07/2023] Open
Abstract
The mutton flavor is affected by cooking water significantly, and the flavor of mutton is delicious and widely loved by consumers through an extremely simple processing in northwest China, such as Inner Mongolia, Ningxia, and Xinjiang. The flavor shows obvious changes if get out of these areas even use the same raw meat, which may be caused by different cooking water. To determine whether and how the cooking water affect the mutton soup flavor, the elements in water, the flavor was studied by inductively coupled plasma mass spectrometry (ICP-MS), amino acid analyzer, and thermal desorption (TDS)-gas chromatography-mass spectrometry (GC-MS). Specifically, three water samples from different sources, Ningxia (NXW), Beijing (BJW), and ultrapure water from the laboratory (PUW), were used for cooking with Tan sheep's ribs to get different mutton soups. The inductively coupled plasma mass spectrometry (ICP-MS) results showed that the elements and the concentration of solutes in different water sources were significantly different. The NXW batch had the highest Na, Mg, K, and Sr concentrations, and Na in NXW water reached to 50.60 mg/L, which existed as Na+, significantly (p < .05) higher than BJW (8.63 mg/L) and PUW, which were important to the flavor of mutton soup. The PUW batch had the highest content of free amino acids, and the content of glutamic acid (Glu) reached to 17.89 μg/mL. The NXW batch had the highest content of taste nucleotides, and the content of 5´-IMP reached to 68.68 μg/ml. The volatiles of the three batches had significant differences, and only 40 volatiles were detected in all batches. Further flavor studies using electronic nose and electronic tongue showed significant differences in overall aroma and overall taste, especially bitterness, saltiness, and astringency. The results could provide a basis for improving the flavor quality for the mutton soup.
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Affiliation(s)
- Bing Zhao
- Beijing Key Laboratory of Flavor ChemistryBeijing Technology and Business University (BTBU)BeijingChina
- China Meat Research CentreBeijingChina
- Beijing Academy of Food SciencesBeijingChina
| | - Baoguo Sun
- Beijing Key Laboratory of Flavor ChemistryBeijing Technology and Business University (BTBU)BeijingChina
| | - Shouwei Wang
- China Meat Research CentreBeijingChina
- Beijing Academy of Food SciencesBeijingChina
| | - Yuyu Zhang
- Beijing Key Laboratory of Flavor ChemistryBeijing Technology and Business University (BTBU)BeijingChina
| | - Mingwu Zang
- China Meat Research CentreBeijingChina
- Beijing Academy of Food SciencesBeijingChina
| | - Wang Le
- China Meat Research CentreBeijingChina
- Beijing Academy of Food SciencesBeijingChina
| | - Hui Wang
- China Meat Research CentreBeijingChina
- Beijing Academy of Food SciencesBeijingChina
| | - Qianrong Wu
- China Meat Research CentreBeijingChina
- Beijing Academy of Food SciencesBeijingChina
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17
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Wang Y, Bai Y, Ma F, Li K, Zhou H, Chen C. Combination treatment of high‐pressure and CaCl
2
for the reduction of sodium content in chicken meat batters: effects on physicochemical properties and sensory characteristics. Int J Food Sci Technol 2021. [DOI: 10.1111/ijfs.15346] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/28/2022]
Affiliation(s)
- Yu Wang
- College of Food and Bioengineering Zhengzhou University of Light Industry Zhengzhou Henan 450000 China
- Henan Key Laboratory of Cold Chain Food Quality and Safety Control Zhengzhou Henan 450000 China
| | - Yan‐hong Bai
- College of Food and Bioengineering Zhengzhou University of Light Industry Zhengzhou Henan 450000 China
- Henan Key Laboratory of Cold Chain Food Quality and Safety Control Zhengzhou Henan 450000 China
| | - Fei Ma
- School of Food and Biological Engineering Hefei University of Technology Hefei Anhui 230009 China
- Engineering Research Center of Bio‐process from Ministry of Education Hefei University of Technology Hefei Anhui 230009 China
| | - Ke Li
- College of Food and Bioengineering Zhengzhou University of Light Industry Zhengzhou Henan 450000 China
- Henan Key Laboratory of Cold Chain Food Quality and Safety Control Zhengzhou Henan 450000 China
| | - Hui Zhou
- School of Food and Biological Engineering Hefei University of Technology Hefei Anhui 230009 China
- Engineering Research Center of Bio‐process from Ministry of Education Hefei University of Technology Hefei Anhui 230009 China
| | - Cong‐gui Chen
- School of Food and Biological Engineering Hefei University of Technology Hefei Anhui 230009 China
- Engineering Research Center of Bio‐process from Ministry of Education Hefei University of Technology Hefei Anhui 230009 China
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18
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Roles of Proteins/Enzymes from Animal Sources in Food Quality and Function. Foods 2021; 10:foods10091988. [PMID: 34574100 PMCID: PMC8465642 DOI: 10.3390/foods10091988] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/22/2021] [Revised: 08/20/2021] [Accepted: 08/20/2021] [Indexed: 12/26/2022] Open
Abstract
Animal proteins are good sources of protein for human, due to the composition of necessary amino acids. The quality of food depends significantly on the properties of protein inside, especially the gelation, transportation, and antimicrobial properties. Interestingly, various kinds of molecules co-exist with proteins in foodstuff, and the interactions between these can significantly affect the food quality. In food processing, these interactions have been used to improve the texture, color, taste, and shelf-life of animal food by affecting the gelation, antioxidation, and antimicrobial properties of proteins. Meanwhile, the binding properties of proteins contributed to the nutritional properties of food. In this review, proteins in meat, milk, eggs, and fishery products have been summarized, and polysaccharides, polyphenols, and other functional molecules have been applied during food processing to improve the nutritional and sensory quality of food. Specific interactions between functional molecules and proteins based on the crystal structures will be highlighted with an aim to improve the food quality in the future.
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19
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Sriwattana S, Chokumnoyporn N, Prinyawiwatkul W. Reduced-sodium Vienna sausage: Selected quality characteristics, optimized salt mixture, and commercial scale-up production. J Food Sci 2021; 86:3939-3950. [PMID: 34355398 DOI: 10.1111/1750-3841.15875] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/24/2021] [Revised: 07/05/2021] [Accepted: 07/08/2021] [Indexed: 11/30/2022]
Abstract
Sodium reduction influences the quality of processed meat products that, in turn, affect consumer acceptance. The objective of this study was to develop and evaluate the texture, color, and sensory acceptability of reduced-sodium Vienna sausage. A three-component mixture design (0-65% NaCl; 35-100% KCl; 0-20% glycine [Gly]) was performed to obtain an optimal salt mixture based on 14 sausage formulations. Mixture response surface plots revealed the optimal reduced-sodium Vienna sausage containing 20.13-65.00% NaCl, 35.00-60.15% KCl, and 0.00-20.00% Gly (this salt mixture constituted 1.35% of the formulation). One optimal laboratory-scale sausage, formulated with 21.43% NaCl, 59.71% KCl, and 18.86% Gly, was further selected for commercial scale-up production (a 25-kg batch). Both laboratory-scale and scale-up products were comparably acceptable (5.9-6.6 vs. 5.9-6.7) for overall liking, flavor, saltiness, and texture, and contained 315.4-333.5 mg sodium/100 g, hence having >25% sodium reduction compared to the control (569.5 mg/100 g) according to US Food and Drugs Administration regulation. This study demonstrated the feasibility of a scale-up production of acceptable reduced-sodium Vienna sausage formulated with a salt mixture of NaCl/KCl/Gly. PRACTICAL APPLICATION: Processed meat products are one of the major sources of daily dietary sodium in the form of sodium chloride. Recently, there is an increased demand by consumers for healthier meat products. Of particular interest is finding solutions for sodium reduction in meat products while maintaining sensory properties and consumer acceptance. This study demonstrated that a mixture of KCl and Gly could be used as partial NaCl substitution in the commercial scale-up of Vienna sausages without drastically compromising sensory acceptability.
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Affiliation(s)
- Sujinda Sriwattana
- Faculty of Agro-Industry, Chiang Mai University, Chiang Mai, Thailand.,Research Center of Producing and Development of Products and Innovations for Animal Health and Production, Chiang Mai University, Chiang Mai, Thailand
| | - Napapan Chokumnoyporn
- Food and Nutrition Division, Faculty of Science, Chandrakasem Rajabhat University, Bangkok, Thailand
| | - Witoon Prinyawiwatkul
- School of Nutrition and Food Sciences, Louisiana State University Agricultural Center, Baton Rouge, Louisiana, USA
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20
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Xiao Y, Kang S, Liu Y, Guo X, Li M, Xu H. Effect and mechanism of calcium ions on the gelation properties of cellulose nanocrystals-whey protein isolate composite gels. Food Hydrocoll 2021. [DOI: 10.1016/j.foodhyd.2020.106401] [Citation(s) in RCA: 19] [Impact Index Per Article: 6.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
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