1
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Niu R, Zhao R, Hu H, Yu X, Huang Z, Cheng H, Yin J, Zhou J, Xu E, Liu D. Co-encapsulation of hydrophilic and hydrophobic bioactives stabilized in nanostarch-assisted emulsion for inner core gel of coaxial 3D printing. Carbohydr Polym 2024; 343:122499. [PMID: 39174108 DOI: 10.1016/j.carbpol.2024.122499] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/03/2024] [Revised: 07/02/2024] [Accepted: 07/14/2024] [Indexed: 08/24/2024]
Abstract
3D printing technology, especially coaxial 3D mode of multiple-component shaping, has great potential in the manufacture of personalized nutritional foods. However, integrating and stabilizing functional objectives of different natures remains a challenge for 3D customized foods. Here, we used starch nanoparticle (SNP) to assisted soy protein (SPI) emulsion to load hydrophilic and hydrophobic bioactives (anthocyanin, AC, and curcumin, Cur). The addition of SNP significantly improved the storage stability of the emulsion. Xanthan gum (XG) was also added to the SNP/SPI system to enhance its rheology and form an emulsion gel as inner core of coaxial 3D printing. Low field nuclear magnetic resonance and emulsification analyses showed that AC/Cur@SNP/SPI/XG functional inner core had a strong water binding state and good stability. After printing with outer layer, the SNP/SPI coaxial sample had the lowest deviation rate of 0.8 %. Also, SNP/SPI coaxial sample showed higher AC (90.2 %) and Cur (90.8 %) retention compared to pure starch (S), pure SNP, pure SPI, and S/SPI samples as well as SNP/SPI sample printed without outer layer. In summary, this study provides a new perspective for the manufacture of customized products as multifunctional foods, feeds and even potential delivery of drugs.
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Affiliation(s)
- Ruihao Niu
- College of Biosystems Engineering and Food Science, National-Local Joint Engineering Laboratory of Intelligent Food Technology and Equipment, Zhejiang Key Laboratory for Agro-Food Processing, Integrated Research Base of Southern Fruit and Vegetable Preservation Technology, Fuli Institute of Food Science, Zhejiang University, Hangzhou 310058, China
| | - Runan Zhao
- College of Biosystems Engineering and Food Science, National-Local Joint Engineering Laboratory of Intelligent Food Technology and Equipment, Zhejiang Key Laboratory for Agro-Food Processing, Integrated Research Base of Southern Fruit and Vegetable Preservation Technology, Fuli Institute of Food Science, Zhejiang University, Hangzhou 310058, China
| | - Haohao Hu
- College of Biosystems Engineering and Food Science, National-Local Joint Engineering Laboratory of Intelligent Food Technology and Equipment, Zhejiang Key Laboratory for Agro-Food Processing, Integrated Research Base of Southern Fruit and Vegetable Preservation Technology, Fuli Institute of Food Science, Zhejiang University, Hangzhou 310058, China; Innovation Center of Yangtze River Delta, Zhejiang University, Jiaxing 314102, China
| | - Xinyao Yu
- College of Biosystems Engineering and Food Science, National-Local Joint Engineering Laboratory of Intelligent Food Technology and Equipment, Zhejiang Key Laboratory for Agro-Food Processing, Integrated Research Base of Southern Fruit and Vegetable Preservation Technology, Fuli Institute of Food Science, Zhejiang University, Hangzhou 310058, China
| | - Zhaojing Huang
- College of Biosystems Engineering and Food Science, National-Local Joint Engineering Laboratory of Intelligent Food Technology and Equipment, Zhejiang Key Laboratory for Agro-Food Processing, Integrated Research Base of Southern Fruit and Vegetable Preservation Technology, Fuli Institute of Food Science, Zhejiang University, Hangzhou 310058, China
| | - Huan Cheng
- College of Biosystems Engineering and Food Science, National-Local Joint Engineering Laboratory of Intelligent Food Technology and Equipment, Zhejiang Key Laboratory for Agro-Food Processing, Integrated Research Base of Southern Fruit and Vegetable Preservation Technology, Fuli Institute of Food Science, Zhejiang University, Hangzhou 310058, China; Innovation Center of Yangtze River Delta, Zhejiang University, Jiaxing 314102, China
| | - Jun Yin
- State Key Laboratory of Fluid Power and Mechatronic Systems, Zhejiang University, Hangzhou 310058, China; Key Laboratory of 3D Printing Process and Equipment of Zhejiang Province, School of Mechanical Engineering, Zhejiang University, Hangzhou 310028, China
| | - Jianwei Zhou
- Ningbo Research Institute, Zhejiang University, Ningbo 315100, China
| | - Enbo Xu
- College of Biosystems Engineering and Food Science, National-Local Joint Engineering Laboratory of Intelligent Food Technology and Equipment, Zhejiang Key Laboratory for Agro-Food Processing, Integrated Research Base of Southern Fruit and Vegetable Preservation Technology, Fuli Institute of Food Science, Zhejiang University, Hangzhou 310058, China; Innovation Center of Yangtze River Delta, Zhejiang University, Jiaxing 314102, China.
| | - Donghong Liu
- College of Biosystems Engineering and Food Science, National-Local Joint Engineering Laboratory of Intelligent Food Technology and Equipment, Zhejiang Key Laboratory for Agro-Food Processing, Integrated Research Base of Southern Fruit and Vegetable Preservation Technology, Fuli Institute of Food Science, Zhejiang University, Hangzhou 310058, China; Innovation Center of Yangtze River Delta, Zhejiang University, Jiaxing 314102, China
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2
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Tyupova A, Harasym J. Valorization of Fruit and Vegetables Industry By-Streams for 3D Printing-A Review. Foods 2024; 13:2186. [PMID: 39063269 PMCID: PMC11275474 DOI: 10.3390/foods13142186] [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: 05/14/2024] [Revised: 07/06/2024] [Accepted: 07/08/2024] [Indexed: 07/28/2024] Open
Abstract
An energy supply crisis is impacting all the branches, including the agriculture and food industry. The wise and responsible utilization of plant raw materials already cultivated is becoming a must in the country's economy. Not only the waste of the resources included but also the environmental challenge are concerns behind the not exploited food production by-streams and leftovers' valorization. Fruits and vegetables' out of the market quality "beauty" standards are still valuable sources of nutritious compounds. The conversion of raw materials into edible products can be provided by many techniques, with three-dimensional printing being the most individualized one. The main objective of this review was to summarize the existing efforts for the valorization of fruits and vegetable residuals into edible 3D inks and then 3D printed products. The clustering analysis was used for the separation of certain research approaches in fruit and vegetable wastes exploitation for 3D printing inks' formulation. As the multilayer deposit technique is strongly dependent on the printing conditions and 3D ink formulation, therefore the tabularized description was included presenting the nozzle diameter, printing speed and other conditions specified.
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Affiliation(s)
- Alona Tyupova
- Department of Biotechnology and Food Analysis, Wroclaw University of Economics and Business, Komandorska 118/120, 53-345 Wroclaw, Poland;
| | - Joanna Harasym
- Department of Biotechnology and Food Analysis, Wroclaw University of Economics and Business, Komandorska 118/120, 53-345 Wroclaw, Poland;
- Adaptive Food Systems Accelerator-Science Centre, Wroclaw University of Economics and Business, 53-345 Wroclaw, Poland
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3
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Thorakkattu P, Awasti N, Sajith Babu K, Khanashyam AC, Deliephan A, Shah K, Singh P, Pandiselvam R, Nirmal NP. 3D printing: trends and approaches toward achieving long-term sustainability in the food industry. Crit Rev Biotechnol 2024:1-21. [PMID: 38797671 DOI: 10.1080/07388551.2024.2344577] [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: 03/07/2023] [Accepted: 06/17/2023] [Indexed: 05/29/2024]
Abstract
Global food security has recently been under serious threat from the rapid rise in the world's population, the problems brought on by climate change, and the appearance of new pandemics. As a result, the need for novel and innovative solutions to solve the existing problems and improve food sustainability has become crucial. 3D printing is expected to play a significant role in providing tangible contributions to the food industry in achieving sustainable development goals. The 3D food printing holds the potential to produce highly customized food in terms of shape, texture, flavor, structure and nutritional value and enable us to create new unique formulations and edible alternatives. The problem of whether the cost of the printed meal and 3D printing itself can be sustainably produced is becoming more and more important due to global concerns. This review intends to provide a comprehensive overview of 3D printed foods with an overview of the current printing methodologies, illustrating the technology's influencing factors, and its applications in personalized nutrition, packaging, value addition, and valorization aspects to fully integrate sustainability concerns thus exploring the potential of 3D food printing.
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Affiliation(s)
- Priyamvada Thorakkattu
- Department of Animal Sciences and Industry, Food Science Institute, KS State University, Manhattan, USA
| | | | | | | | | | | | - Punit Singh
- Department of Mechanical Engineering, Institute of Engineering and Technology, GLA University Mathura, Chaumuhan, India
| | - R Pandiselvam
- Physiology, Biochemistry and Post-Harvest Technology Division, ICAR-Central Plantation Crops Research Institute (CPCRI), Kasaragod, India
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4
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Li Z, Liang J, Lu L, Liu L, Wang L. Effect of ferulic acid incorporation on structural, rheological, and digestive properties of hot-extrusion 3D-printed rice starch. Int J Biol Macromol 2024; 266:131279. [PMID: 38561115 DOI: 10.1016/j.ijbiomac.2024.131279] [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: 11/15/2023] [Revised: 03/04/2024] [Accepted: 03/29/2024] [Indexed: 04/04/2024]
Abstract
The influence of ferulic acid (FA) on rice starch was investigated by incorporating it at various concentrations (0, 2.5, 5, 7.5, and 10 %, w/w, on dry starch basis) and subjecting the resulting composites to hot-extrusion 3D printing (HE-3DP) process. This study examined the effects of FA addition and HE-3DP on the structural, rheological, and physicochemical properties as well as the printability and digestibility of rice starch. The results indicated that adding 0-5 % FA had no significant effect; however, as the amount of FA increased, the printed product edges became less defined, the product's overall stability decreased, and it collapsed. The addition of FA reduced the elasticity and viscosity, making it easier to extrude the composite gel from the nozzle. Moreover, the crystallinity and short-range ordered structure of the HE-3D printed rice starch gel decreased with the addition of FA, resulting in a decrease in the yield stress and an increase in fluidity. Furthermore, the addition of FA reduced the digestibility of the HE-3D-printed rice starch. The findings of this study may be useful for the development of healthier modified starch products by adding bioactive substances and employing the 3D printing technology.
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Affiliation(s)
- Zhenjiang Li
- College of Food Science, Heilongjiang Bayi Agricultural University, Daqing, Heilongjiang 163319, China
| | - Jiaxin Liang
- College of Food Science, Heilongjiang Bayi Agricultural University, Daqing, Heilongjiang 163319, China
| | - Lele Lu
- College of Food Science, Heilongjiang Bayi Agricultural University, Daqing, Heilongjiang 163319, China
| | - Lijuan Liu
- College of Food Science, Heilongjiang Bayi Agricultural University, Daqing, Heilongjiang 163319, China
| | - Lidong Wang
- College of Food Science, Heilongjiang Bayi Agricultural University, Daqing, Heilongjiang 163319, China; Department of National Coarse Cereals Engineering Research Center, Heilongjiang Bayi Agricultural University, Daqing 163319, China; Key Laboratory of Agro-products Processing and Quality Safety of Heilongjiang Province, China.
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5
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Liu B, Zhao Y, Li Y, Tao L, Pan P, Bi Y, Song S, Yu L. Investigation of the structure, rheology and 3D printing characteristics of corn starch regulated by glycyrrhizic acid. Int J Biol Macromol 2024; 263:130277. [PMID: 38378116 DOI: 10.1016/j.ijbiomac.2024.130277] [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: 10/13/2023] [Revised: 12/16/2023] [Accepted: 02/16/2024] [Indexed: 02/22/2024]
Abstract
This study aimed to construct a novel corn starch-glycyrrhizic acid (CS-GA) ink and systematically investigate the effects of GA on the water distribution, microstructure, rheology and 3D printing properties of CS hydrogels. The results showed that the CS chains could form strong hydrogen bonds with GA molecules, inhibit the formation of short-range ordered structure of CS and reduce the content of B-type starch. The low-field nuclear magnetic results showed that the introduction of GA could increase bound water content in CS-GA hydrogels. With the increase of GA content, the CS-GA hydrogel changed from CS-dominated to a GA-dominated gel network system. Rheological results showed that all samples exhibited typical shear thinning behavior. High GA concentration was beneficial to increasing the self-supporting properties and thixotropic recovery of CS-GA hydrogels. Compared with the pure CS hydrogel, the 3D printing characteristics of CS-GA hydrogels were significantly enhanced due to the increased bound water content and the enhancement of rheological properties. At 40 % GA content, CS-GA hydrogel showed the highest printing accuracy of 96.4 % ± 0.30 %. The printed product could perfectly replicate the preset model. Therefore, this study provided a theoretical basis for regulating starch's rheology and 3D printing characteristics and developing novel food-grade 3D printing inks.
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Affiliation(s)
- Bo Liu
- College of Food Science and Engineering, Jilin Agricultural University, Changchun 130118, PR China
| | - Yilin Zhao
- College of Food Science and Engineering, Jilin Agricultural University, Changchun 130118, PR China
| | - Yufei Li
- College of Food Science and Engineering, Jilin Agricultural University, Changchun 130118, PR China
| | - Li Tao
- College of Food Science and Engineering, Jilin Agricultural University, Changchun 130118, PR China
| | - Pengyuan Pan
- College of Food Science and Engineering, Jilin Agricultural University, Changchun 130118, PR China
| | - Yunfeng Bi
- College of Food Science and Engineering, Jilin Agricultural University, Changchun 130118, PR China; National Engineering Laboratory of Wheat and Corn Deep Processing, Changchun 130118, PR China
| | - Shixin Song
- College of Food Science and Engineering, Jilin Agricultural University, Changchun 130118, PR China.
| | - Lei Yu
- College of Food Science and Engineering, Jilin Agricultural University, Changchun 130118, PR China; National Engineering Laboratory of Wheat and Corn Deep Processing, Changchun 130118, PR China.
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6
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Sharma R, Chandra Nath P, Kumar Hazarika T, Ojha A, Kumar Nayak P, Sridhar K. Recent advances in 3D printing properties of natural food gels: Application of innovative food additives. Food Chem 2024; 432:137196. [PMID: 37659329 DOI: 10.1016/j.foodchem.2023.137196] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/03/2023] [Revised: 07/17/2023] [Accepted: 08/16/2023] [Indexed: 09/04/2023]
Abstract
Recent advances in 3D printing technology have provided a new avenue for food manufacturing. However, one challenge in 3D printing food is the limited availability of printable materials that can mimic the properties of real food. This review focused on the various 3DFP methodologies, as well as the reinforcement of natural food gel for improving printing features in 3D printed food. Also covered is the use of hydrogel-based 3D printing in the development of 3D printed food. Different 3D printing techniques can be employed to print hydrogel-based inks, each with its advantages and limitations. 3D printing of food using hydrogel-based inks has potential for customized food products development. In summary, the utilization of hydrogel-based inks in 3D printing offers a promising avenue for the development of customized food products. Although there are still challenges to overcome, such as improving the printability and mechanical properties of hydrogel-based inks, the potential benefits of this technology make it an exciting area of research.
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Affiliation(s)
- Ramesh Sharma
- Department of Bio Engineering, National Institute of Technology Agartala, Jirania 799046, India
| | - Pinku Chandra Nath
- Department of Applied Biology, University of Science & Technology Meghalaya, Ri-Bhoi 793101, Meghalaya, India
| | - Tridip Kumar Hazarika
- Department of Horticulture, Aromatic and Medicinal Plants, Mizoram University, Aizawl 796004, India
| | - Amiya Ojha
- Department of Bio Engineering, National Institute of Technology Agartala, Jirania 799046, India
| | - Prakash Kumar Nayak
- Department of Food Engineering and Technology, Central Institute of Technology Kokrajhar, Kokrajhar 783370, India.
| | - Kandi Sridhar
- Department of Food Technology, Karpagam Academy of Higher Education (Deemed to be University), Coimbatore 641021, India.
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7
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Wen Y, Che QT, Wang S, Park HJ, Kim HW. Elaboration of dimensional quality in 3D-printed food: Key factors in process steps. Compr Rev Food Sci Food Saf 2024; 23:e13267. [PMID: 38284586 DOI: 10.1111/1541-4337.13267] [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: 03/30/2023] [Revised: 09/09/2023] [Accepted: 10/17/2023] [Indexed: 01/30/2024]
Abstract
Three-dimensional (3D) printing has been applied to produce food products with intricate and fancy shapes. Dimensional quality, such as dimensional stability, surface smoothness, shape fidelity, and resolution, are essential for the attractive appearance of 3D-printed food. Various methods have been extensively studied and proposed to control the dimensional quality of printed foods, but few papers focused on comprehensively and deeply summarizing the key factors of the dimensional quality of printed products at each stage-before, during, and after printing-of the 3D printing process. Therefore, the effects of pretreatment, printing parameters and rheological properties, and cooking and storage on the dimensional quality of the printed foods are summarized, and solutions are also provided for improving the dimensional quality of the printed products at each step. Before printing, incorporating additives or applying physical, chemical, or biological pretreatments can improve the dimensional quality of carbohydrate-based, protein-based, or lipid-based printed food. During printing, controlling the printing parameters and modifying the rheological properties of inks can affect the shape of printed products. Furthermore, post-processing is essential for some printed foods. After printing, changing formulations, incorporating additives, and selecting post-processing methods and conditions may help achieve the desired shape of 3D-printed or 4D-printed products during cooking. Additives help in the storage stability of printed food. Finally, various opportunities have been proposed to regulate the dimensional properties of 3D-printed structures. This review provides detailed guidelines for researchers and users of 3D printers to produce various printed foods with the desired shapes and appearances.
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Affiliation(s)
- Yaxin Wen
- College of Biological Science and Engineering, Fuzhou University, Fuzhou, Fujian, China
- Department of Biotechnology, College of Life Science and Biotechnology, Korea University, Seoul, Republic of Korea
| | - Quang Tuan Che
- Department of Biotechnology, College of Life Science and Biotechnology, Korea University, Seoul, Republic of Korea
| | - Shaoyun Wang
- College of Biological Science and Engineering, Fuzhou University, Fuzhou, Fujian, China
| | - Hyun Jin Park
- Department of Biotechnology, College of Life Science and Biotechnology, Korea University, Seoul, Republic of Korea
| | - Hyun Woo Kim
- Department of Biotechnology, College of Life Science and Biotechnology, Korea University, Seoul, Republic of Korea
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8
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Bhaiyya R, Sharma SC, Singh RP. Biochemical characterization of bifunctional enzymatic activity of a recombinant protein (Bp0469) from Blautia producta ATCC 27340 and its role in the utilization of arabinogalactan oligosaccharides. Int J Biol Macromol 2023; 253:126736. [PMID: 37678698 DOI: 10.1016/j.ijbiomac.2023.126736] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/10/2023] [Revised: 08/28/2023] [Accepted: 09/04/2023] [Indexed: 09/09/2023]
Abstract
Human consumption of larch arabinogalactan has a significant effect on enhancing probiotic microflora in the gut, and it also promotes the production of short-chain fatty acids. Bacterial members of Lachnospiraceae family are important and play significant roles in maintaining our gut health. However, it is less known about biochemistry of members of this family by which they utilize non-cellulosic fiber in the gut. For enhancing this understanding, we studied that B. producta ATCC 27340 grew on arabinogalactan oligosaccharides (AGOs) as compared to polysaccharide form of arabinogalactan. Recombinant protein (Bp0469) was heterologously expressed in Escherichia coli BL21 (DE3) and revealed the optimum pH and temperature at 7.4 in phosphate buffer and 45 °C, respectively. Catalytic efficiency of recombinant Bp0469 for p-nitrophenyl (pNP)-α-L-arabinofuranoside was about half of pNP-β-D-galactopyranoside. It also cleaved natural substrates (lactose, arabinobiose and 3-O-(β-d-galactopyranosyl)-d-galactopyranose) and characterized AGOs in this study. Based on genomic, structural models, and biochemical characteristics, identified Bp0469 is a peculiar enzyme with two distinct domains that cleave α1-5 linked arabinobiose and β-D-Galp-1-3/4 linkages. Overall, the study enhances the knowledge on nutritional perspective of B. producta ATCC 27340 for thriving on non-cellulosic biomass, and identified enzyme can also be used for producing industrial important AGOs.
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Affiliation(s)
- Raja Bhaiyya
- Department of Industrial Biotechnology, Gujarat Biotechnology University, North-Gate Gujarat International Finance Tec (GIFT)-City, Gandhinagar 382355, Gujarat, India; Division of Food and Nutritional Biotechnology, National Agri-Food Biotechnology Institute (NABI), SAS Nagar, Punjab 140306, India; Department of Biochemistry, South Campus, Panjab University, Chandigarh 160014, India
| | - Sukesh Chander Sharma
- Department of Biochemistry, South Campus, Panjab University, Chandigarh 160014, India
| | - Ravindra Pal Singh
- Department of Industrial Biotechnology, Gujarat Biotechnology University, North-Gate Gujarat International Finance Tec (GIFT)-City, Gandhinagar 382355, Gujarat, India; Division of Food and Nutritional Biotechnology, National Agri-Food Biotechnology Institute (NABI), SAS Nagar, Punjab 140306, India.
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9
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Mittal S, Bhuiyan MHR, Ngadi MO. Challenges and Prospects of Plant-Protein-Based 3D Printing. Foods 2023; 12:4490. [PMID: 38137294 PMCID: PMC10743141 DOI: 10.3390/foods12244490] [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: 11/10/2023] [Revised: 11/29/2023] [Accepted: 12/05/2023] [Indexed: 12/24/2023] Open
Abstract
Three-dimensional (3D) printing is a rapidly developing additive manufacturing technique consisting of the deposition of materials layer-by-layer to produce physical 3D structures. The technique offers unique opportunities to design and produce new products that cater to consumer experience and nutritional requirements. In the past two decades, a wide range of materials, especially plant-protein-based materials, have been documented for the development of personalized food owing to their nutritional and environmental benefits. Despite these benefits, 3D printing with plant-protein-based materials present significant challenges because there is a lack of a comprehensive study that takes into account the most relevant aspects of the processes involved in producing plant-protein-based printable items. This review takes into account the multi-dimensional aspects of processes that lead to the formulation of successful printable products which includes an understanding of rheological characteristics of plant proteins and 3D-printing parameters, as well as elucidating the appropriate concentration and structural hierarchy that are required to maintain stability of the substrate after printing. This review also highlighted the significant and most recent research on 3D food printing with a wide range of plant proteins. This review also suggests a future research direction of 3D printing with plant proteins.
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Affiliation(s)
| | | | - Michael O. Ngadi
- Department of Bioresource Engineering, McGill University, 21111 Lakeshore Road, Sainte Anne de Bellevue, QC H9X 3V9, Canada; (S.M.); (M.H.R.B.)
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10
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Vlaicu PA, Untea AE, Varzaru I, Saracila M, Oancea AG. Designing Nutrition for Health-Incorporating Dietary By-Products into Poultry Feeds to Create Functional Foods with Insights into Health Benefits, Risks, Bioactive Compounds, Food Component Functionality and Safety Regulations. Foods 2023; 12:4001. [PMID: 37959120 PMCID: PMC10650119 DOI: 10.3390/foods12214001] [Citation(s) in RCA: 7] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/07/2023] [Revised: 10/23/2023] [Accepted: 10/30/2023] [Indexed: 11/15/2023] Open
Abstract
This review delves into the concept of nutrition by design, exploring the relationship between poultry production, the utilization of dietary by-products to create functional foods, and their impact on human health. Functional foods are defined as products that extend beyond their basic nutritional value, offering potential benefits in disease prevention and management. Various methods, including extraction, fermentation, enrichment, biotechnology, and nanotechnology, are employed to obtain bioactive compounds for these functional foods. This review also examines the innovative approach of enhancing livestock diets to create functional foods through animal-based methods. Bioactive compounds found in these functional foods, such as essential fatty acids, antioxidants, carotenoids, minerals, vitamins, and bioactive peptides, are highlighted for their potential in promoting well-being and mitigating chronic diseases. Additionally, the review explores the functionality of food components within these products, emphasizing the critical roles of bioaccessibility, bioactivity, and bioavailability in promoting health. The importance of considering key aspects in the design of enhanced poultry diets for functional food production is thoroughly reviewed. The safety of these foods through the establishment of regulations and guidelines was reviewed. It is concluded that the integration of nutrition by design principles empowers individuals to make informed choices that can prioritize their health and well-being. By incorporating functional foods rich in bioactive compounds, consumers can proactively take steps to prevent and manage health issues, ultimately contributing to a healthier society and lifestyle.
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Affiliation(s)
- Petru Alexandru Vlaicu
- Feed and Food Quality Department, National Research and Development Institute for Animal Nutrition and Biology, 077015 Balotesti, Romania; (A.E.U.); (I.V.); (M.S.); (A.G.O.)
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11
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Tiwari P, Dufossé L. Focus and Insights into the Synthetic Biology-Mediated Chassis of Economically Important Fungi for the Production of High-Value Metabolites. Microorganisms 2023; 11:1141. [PMID: 37317115 DOI: 10.3390/microorganisms11051141] [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: 03/23/2023] [Revised: 04/21/2023] [Accepted: 04/24/2023] [Indexed: 06/16/2023] Open
Abstract
Substantial progress has been achieved and knowledge gaps addressed in synthetic biology-mediated engineering of biological organisms to produce high-value metabolites. Bio-based products from fungi are extensively explored in the present era, attributed to their emerging importance in the industrial sector, healthcare, and food applications. The edible group of fungi and multiple fungal strains defines attractive biological resources for high-value metabolites comprising food additives, pigments, dyes, industrial chemicals, and antibiotics, including other compounds. In this direction, synthetic biology-mediated genetic chassis of fungal strains to enhance/add value to novel chemical entities of biological origin is opening new avenues in fungal biotechnology. While substantial success has been achieved in the genetic manipulation of economically viable fungi (including Saccharomyces cerevisiae) in the production of metabolites of socio-economic relevance, knowledge gaps/obstacles in fungal biology and engineering need to be remedied for complete exploitation of valuable fungal strains. Herein, the thematic article discusses the novel attributes of bio-based products from fungi and the creation of high-value engineered fungal strains to promote yield, bio-functionality, and value-addition of the metabolites of socio-economic value. Efforts have been made to discuss the existing limitations in fungal chassis and how the advances in synthetic biology provide a plausible solution.
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Affiliation(s)
- Pragya Tiwari
- Department of Biotechnology, Yeungnam University, Gyeongsan 38541, Republic of Korea
| | - Laurent Dufossé
- Chemistry and Biotechnology of Natural Products, CHEMBIOPRO, Université de La Réunion, ESIROI Agroalimentaire, 15 Avenue René Cassin, F-97490 Saint-Denis, France
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12
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Adeleke I, Nwulu N, Adebo OA. Internet of Things
(
IoT
) in the food fermentation process: A bibliometric review. J FOOD PROCESS ENG 2023. [DOI: 10.1111/jfpe.14321] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 03/19/2023]
Affiliation(s)
- Ismail Adeleke
- Center for Cyber‐Physical Food, Energy and Water Systems (CCP‐FEWS) University of Johannesburg Auckland Park South Africa
| | - Nnamdi Nwulu
- Center for Cyber‐Physical Food, Energy and Water Systems (CCP‐FEWS) University of Johannesburg Auckland Park South Africa
| | - Oluwafemi Ayodeji Adebo
- Food Innovation Research Group, Department of Biotechnology and Food Technology University of Johannesburg Doornfontein South Africa
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Fermentation for Designing Innovative Plant-Based Meat and Dairy Alternatives. Foods 2023; 12:foods12051005. [PMID: 36900522 PMCID: PMC10000644 DOI: 10.3390/foods12051005] [Citation(s) in RCA: 9] [Impact Index Per Article: 9.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/06/2023] [Revised: 02/13/2023] [Accepted: 02/17/2023] [Indexed: 03/02/2023] Open
Abstract
Fermentation was traditionally used all over the world, having the preservation of plant and animal foods as a primary role. Owing to the rise of dairy and meat alternatives, fermentation is booming as an effective technology to improve the sensory, nutritional, and functional profiles of the new generation of plant-based products. This article intends to review the market landscape of fermented plant-based products with a focus on dairy and meat alternatives. Fermentation contributes to improving the organoleptic properties and nutritional profile of dairy and meat alternatives. Precision fermentation provides more opportunities for plant-based meat and dairy manufacturers to deliver a meat/dairy-like experience. Seizing the opportunities that the progress of digitalization is offering would boost the production of high-value ingredients such as enzymes, fats, proteins, and vitamins. Innovative technologies such as 3D printing could be an effective post-processing solution following fermentation in order to mimic the structure and texture of conventional products.
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An Insight into Recent Advancement in Plant- and Algae-Based Functional Ingredients in 3D Food Printing Ink Formulations. FOOD BIOPROCESS TECH 2023. [DOI: 10.1007/s11947-023-03040-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 03/01/2023]
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15
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Dey S, Maurya C, Hettiarachchy N, Seo HS, Zhou W. Textural characteristics and color analyses of 3D printed gluten-free pizza dough and crust. JOURNAL OF FOOD SCIENCE AND TECHNOLOGY 2023; 60:453-463. [PMID: 36712201 PMCID: PMC9873876 DOI: 10.1007/s13197-022-05596-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Revised: 03/17/2022] [Accepted: 09/05/2022] [Indexed: 12/24/2022]
Abstract
A new methodology was developed to print pizza dough with a gluten free flour blend or commercial gluten whole wheat flour using extrusion-based 3-D printing technology. Their physical properties were compared to commercially available pizza dough and crust. The optimized nozzle size, print speed, ingredient flow speed, and line thickness for the 3-D printing of pizza dough were: 0.04 cm, 800 cm/minutes, 1.8, and 0.34 cm, respectively. The printed gluten-free pizza dough required 120 min of fermentation to obtain a comparable color and textural profile (P < 0.05) to that of the gluten whole wheat flour dough fermented for 60 min. The 3-D printed gluten free, whole-wheat pizza and commercially available wheat flour dough and standard crusts demonstrated identical Δ E ab ∗ values of 0.14 and 0.13, respectively with brownness index (BI) values of 1.47 and 1.62, respectively. Textural profile analysis (TPA) of 3-D printed gluten free and whole wheat pizza dough, crust and the commercial standard wheat flour pizza dough and crust demonstrated significant (P < 0.05) correlations in terms of hardness, fracturability, adhesiveness, springiness, cohesiveness, chewiness, and resilience. An optimized method was developed to prepare gluten-free pizza dough and crust with similar functional properties to that of gluten whole wheat flour dough and crust.
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Affiliation(s)
- Sriloy Dey
- Department of Food Science, University of Arkansas, 2650 Young Ave, Fayetteville, AR 72704 USA
| | - Chandan Maurya
- Department of Food Science, University of Arkansas, 2650 Young Ave, Fayetteville, AR 72704 USA
| | - Navam Hettiarachchy
- Department of Food Science, University of Arkansas, 2650 Young Ave, Fayetteville, AR 72704 USA
| | - Han-Seok Seo
- Department of Food Science, University of Arkansas, 2650 Young Ave, Fayetteville, AR 72704 USA
| | - Wenchao Zhou
- Department of Mechanical Engineering, University of Arkansas, Fayetteville, AR 72701 USA
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Kewuyemi YO, Kesa H, Meijboom R, Alimi OA, Adebo OA. Comparison of nutritional quality, phenolic compounds, and antioxidant activity of conventional and 3D printed biscuits from wholegrain and multigrain flours. INNOV FOOD SCI EMERG 2022. [DOI: 10.1016/j.ifset.2022.103243] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/23/2022]
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17
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Abstract
Extrusion is a versatile process capable of producing a variety of new and novel foods and ingredients, thus increasing manufacturing opportunities. Further, it could provide nutritious, safe, sustainable, and affordable foods, especially directed at individualized consumer needs. In addition to past research efforts, more investigations should be conducted in order to refine, redesign, or develop new extrusion processing technologies. The present review highlights the current advances made in new and novel food product development by considering the extrusion process, the influencing parameters, and product characteristics and properties; the most promising extrusion processes that can be used in novel food product and ingredient development, such as extrusion cooking, hot-melt extrusion, reactive extrusion, and extrusion-based 3D printing; the possibilities of using various raw materials in relation to process and product development; and the needs for product development modeling along with extrusion process design and modeling. In correlation with extruded product development, topics that merit further investigation may include structure formation, plant and animal biopolymers functionalization, biopolymer reactions, process simulation, modeling and control, engineering and mechanical aspects of extruders, analysis of pre-processing treatments, as well as prototyping, risk analysis, safety, sensory and consumer acceptance.
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Affiliation(s)
- Andriana E Lazou
- Laboratory of Chemistry, Analysis & Design of Food Processes, Department of Food Science and Technology, School of Food Sciences, University of West Attica, Athens, Greece
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18
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Feng L, Wu J, Cai L, Li M, Dai Z, Li D, Liu C, Zhang M. Effects of different hydrocolloids on the water migration, rheological and 3D printing characteristics of β-carotene loaded yam starch-based hydrogel. Food Chem 2022; 393:133422. [PMID: 35689924 DOI: 10.1016/j.foodchem.2022.133422] [Citation(s) in RCA: 22] [Impact Index Per Article: 11.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/03/2022] [Revised: 04/24/2022] [Accepted: 06/05/2022] [Indexed: 11/29/2022]
Abstract
The effects of guar gum (GG), xanthan gum (XG), carrageenan gum (CG), xanthan-guar gum blend (XG-GG), chitosan (CS), gum arabic (GA) on the water migration, rheological and 3D printing properties of β-carotene loaded yam starch-based hydrogel (BCH) were investigated to expand product form of β-carotene. The results showed that CS addition promoted the migration of weakly bound water to tightly bound water in BCH. Addition of GG, CG, XG-GG, CS and GA enhanced apparent viscosity, G', G'', hardness and gumminess of BCH. CG, XG-GG, CS and GA addition improved printing stability of BCH. The printed objects added with GG and CS displayed smooth lines with fine resolution and higher formability, which showed a more uniform pore distribution and thinner gel skeleton structure. The results of XRD showed that hydrocolloids addition decreased the relative crystallinity of BCH. A combination of physicochemical parameters could be used to discriminate samples through hierarchical cluster analysis.
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Affiliation(s)
- Lei Feng
- Institute of Agro-Product Processing, Jiangsu Academy of Agricultural Sciences, 210014 Nanjing, Jiangsu, China
| | - Jingnan Wu
- Institute of Agro-Product Processing, Jiangsu Academy of Agricultural Sciences, 210014 Nanjing, Jiangsu, China
| | - Lei Cai
- Institute of Agro-Product Processing, Jiangsu Academy of Agricultural Sciences, 210014 Nanjing, Jiangsu, China; School of Food Science and Pharmaceutical Engineering, Nanjing Normal University, 210023 Nanjing, Jiangsu, Chinav
| | - Ming Li
- Institute of Agro-Product Processing, Jiangsu Academy of Agricultural Sciences, 210014 Nanjing, Jiangsu, China; School of Food and Biological Engineering, Jiangsu University, 212013 Zhenjiang, Jiangsu, China
| | - Zhuqing Dai
- Institute of Agro-Product Processing, Jiangsu Academy of Agricultural Sciences, 210014 Nanjing, Jiangsu, China
| | - Dajing Li
- Institute of Agro-Product Processing, Jiangsu Academy of Agricultural Sciences, 210014 Nanjing, Jiangsu, China.
| | - Chunquan Liu
- Institute of Agro-Product Processing, Jiangsu Academy of Agricultural Sciences, 210014 Nanjing, Jiangsu, China
| | - Min Zhang
- State Key Laboratory of Food Science and Technology, Jiangnan University, 214122 Wuxi, Jiangsu, China
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19
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Wang X, Zhang M, Phuhongsung P, Mujumdar AS. Impact of internal structural design on quality and nutritional properties of 3D printed food products during post-printing: a critical review. Crit Rev Food Sci Nutr 2022; 64:3713-3724. [PMID: 36260286 DOI: 10.1080/10408398.2022.2134979] [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
3D food printing (3DFP) provides an excellent opportunity to deposit layers of multiple food materials to create unique complex structures of products with more engaging visuals, specific textures, and customized nutritional properties. Many printed products require post-printing processing which can result in sensory variance, texture changes, and even nutritional modification. Hence it is necessary to implement the design of the complex internal structure to ensure the desired quality of the printed products following post-printing. 3-D printing of various types of food products, for example, chocolate, cheese, meat, vegetables, fruits, fish, eggs, cereal-based products, and so on, has been examined with regard to post-printing requirements. This review aims to summarize the current work on the latest developments in 3DFP technology concerning the internal structure design of 3D printed products and its effect on quality during post-printing. The quality parameters include: textural, physical, morphological, and dimensional characteristics as well as nutritional properties. Furthermore, post-printing modifications such as 4D are also analyzed.
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Affiliation(s)
- Xiaotuo Wang
- State Key Laboratory of Food Science and Technology, Jiangnan University, Wuxi, Jiangsu, China
- College of Intelligent Agriculture, Suzhou Polytechnic Institute of Agriculture, Soochow, Jiangsu, China
| | - Min Zhang
- State Key Laboratory of Food Science and Technology, Jiangnan University, Wuxi, Jiangsu, China
- Jiangsu Province International Joint Laboratory on Fresh Food Smart Processing and Quality Monitoring, Jiangnan University, Wuxi, Jiangsu, China
| | - Pattarapon Phuhongsung
- State Key Laboratory of Food Science and Technology, Jiangnan University, Wuxi, Jiangsu, China
- China General Chamber of Commerce Key Laboratory on Fresh Food Processing & Preservation, Jiangnan University, Wuxi, Jiangsu, China
| | - Arun S Mujumdar
- Department of Bioresource Engineering, Macdonald Campus, McGill University, Montreal, Quebec, Canada
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20
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Prithviraj V, Thangalakshmi S, Arora VK, Liu Z. Characterization of rice flour and pastes with different sweeteners for extrusion-based 3D food printing. J Texture Stud 2022; 53:895-907. [PMID: 35736231 DOI: 10.1111/jtxs.12709] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/29/2022] [Revised: 05/13/2022] [Accepted: 06/14/2022] [Indexed: 12/30/2022]
Abstract
This work aims at investigating the impact of commonly used sweeteners-sugar and jaggery on 3D printability of rice flour (RF) paste. The physicochemical characteristics of rice flour suitable for 3D food printing have been investigated. Three mixes, rice flour with water (M1 : RF-50.86%, water-49.14%), rice flour with sugar and water (M2 : RF-36.75%, sugar-14.10%, water-49.14%) and rice flour with jaggery and water (M3 : RF-36.75%, jaggery-14.10%, water-49.14%) were compared on 3D printability based on visual inspection and properties supporting 3D printability and shape retention. The effect of the three mixes was characterized on color, rheological, thixotropic, and handling properties. Out of the three mixes, M3 is found to have the best printability characteristics with shear thinning behavior, yield stress of 157 Pa, flow stress of 121 Pa, and extrusion force of 6.62 kg.
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Affiliation(s)
- V Prithviraj
- Department of Food Engineering, National Institute of Food Technology Entrepreneurship & Management, Kundli, India
| | - S Thangalakshmi
- Department of Food Engineering, National Institute of Food Technology Entrepreneurship & Management, Kundli, India
| | - Vinkel Kumar Arora
- Department of Food Engineering, National Institute of Food Technology Entrepreneurship & Management, Kundli, India
| | - Zhenbin Liu
- School of Food and Biological Engineering, Shaanxi University of Science & Technology, Xi'an, Shaanxi, China
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21
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Liu B, Yang H, Zhu C, Xiao J, Cao H, Simal-Gandara J, Li Y, Fan D, Deng J. A comprehensive review of food gels: formation mechanisms, functions, applications, and challenges. Crit Rev Food Sci Nutr 2022; 64:760-782. [PMID: 35959724 DOI: 10.1080/10408398.2022.2108369] [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
Gels refer to the soft and flexible macromolecular polymeric materials retaining a large amount of water or biofluids in their three-dimensional network structure. Gels have attracted increasing interest in the food discipline, especially proteins and polysaccharides, due to their good biocompatibility, biodegradability, nutritional properties, and edibility. With the advancement of living standards, people's demand for nutritious, safe, reliable, and functionally diverse food and even personalized food has increased. As a result, gels exhibiting unique advantages in food application will be of great significance. However, a comprehensive review of functional hydrogels as food gels is still lacking. Here, we comprehensively review the gel-forming mechanisms of food gels and systematically classify them. Moreover, the potential of hydrogels as functional foods in different types of food areas is summarized, with a special focus on their applications in food packaging, satiating gels, nutrient delivery systems, food coloring adsorption, and food safety monitoring. Additionally, the key scientific issues for future food gel research, with specific reference to future novel food designs, mechanisms between food components and matrices, food gel-human interactions, and food gel safety, are discussed. Finally, the future directions of hydrogels for food science and technology are summarized.
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Affiliation(s)
- Bin Liu
- Institute of Vegetables and Flowers, Chinese Academy of Agricultural Sciences, Beijing, China
- Shaanxi Key Laboratory of Degradable Biomedical Materials, Shaanxi R&D Center of Biomaterials and Fermentation Engineering, Biotech & Biomed Research Institute, School of Chemical Engineering, Northwest University, Xi'an, China
| | - Haixia Yang
- College of Food Science and Nutritional Engineering, China Agricultural University, Beijing, China
| | - Chenhui Zhu
- Shaanxi Key Laboratory of Degradable Biomedical Materials, Shaanxi R&D Center of Biomaterials and Fermentation Engineering, Biotech & Biomed Research Institute, School of Chemical Engineering, Northwest University, Xi'an, China
| | - Jianbo Xiao
- Nutrition and Bromatology Group, Department of Analytical Chemistry and Food Science, Faculty of Food Science and Technology, University of Vigo - Ourense Campus, Ourense, Spain
| | - Hui Cao
- Nutrition and Bromatology Group, Department of Analytical Chemistry and Food Science, Faculty of Food Science and Technology, University of Vigo - Ourense Campus, Ourense, Spain
| | - Jesus Simal-Gandara
- Nutrition and Bromatology Group, Department of Analytical Chemistry and Food Science, Faculty of Food Science and Technology, University of Vigo - Ourense Campus, Ourense, Spain
| | - Yujin Li
- College of Food Science and Engineering, Ocean University of China, Qingdao, China
| | - Daidi Fan
- Shaanxi Key Laboratory of Degradable Biomedical Materials, Shaanxi R&D Center of Biomaterials and Fermentation Engineering, Biotech & Biomed Research Institute, School of Chemical Engineering, Northwest University, Xi'an, China
| | - Jianjun Deng
- Institute of Vegetables and Flowers, Chinese Academy of Agricultural Sciences, Beijing, China
- Shaanxi Key Laboratory of Degradable Biomedical Materials, Shaanxi R&D Center of Biomaterials and Fermentation Engineering, Biotech & Biomed Research Institute, School of Chemical Engineering, Northwest University, Xi'an, China
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22
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23
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Kewuyemi YO, Kesa H, Meijboom R, Alimi OA, Adebo OA. 3D food printing improves color profile and structural properties of the derived novel whole-grain sourdough and malt biscuits. Sci Rep 2022; 12:12347. [PMID: 35853931 PMCID: PMC9296518 DOI: 10.1038/s41598-022-16659-5] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/12/2022] [Accepted: 07/13/2022] [Indexed: 12/01/2022] Open
Abstract
Presentation of foods is essential to promote the acceptance of diversified and novel products. This study examined the color profile, browning index (BI), and structural properties of 3D-printed and traditional biscuits from whole-grain (WG) sourdough and germinated flours. The processed flours and composite/multigrain flours comprising cowpea sourdough (CS) and quinoa malt (QM) were used to prepare the snacks, and their structural characteristics were determined. Compared with the traditional biscuits, the 3D-printed biscuits showed considerable distinction in terms of consistent structural design and color intensities. The in-barrel shearing effect on dough biopolymers, automated printing of replicated dough strands in layers, and expansion during baking might have caused the biscuits’ structural differences. The composite biscuit formulations had a proportional share of CS and QM characteristics. The 80% CS and 20% QM printed biscuit had a low redness and BI, increased cell volume, average cell area, and total concavity. The 60% CS and 40% QM printed snack showed improved lightness and yellowness, increased average cell elongation, and less hardness. The 3D-printed composite biscuits may be recommended based on their unique structural characteristics. Such attributes can enhance the acceptability of printed foods and reinvent locally prepared meals as trendy, sustainable, and functional foods.
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Affiliation(s)
- Yusuf Olamide Kewuyemi
- School of Tourism and Hospitality, College of Business and Economics, University of Johannesburg, Bunting Road Campus, P.O. Box 524, Gauteng, South Africa.,Department of Biotechnology and Food Technology, University of Johannesburg, Doornfontein Campus, P.O. Box 17011, Johannesburg, 2028, South Africa
| | - Hema Kesa
- School of Tourism and Hospitality, College of Business and Economics, University of Johannesburg, Bunting Road Campus, P.O. Box 524, Gauteng, South Africa
| | - Reinout Meijboom
- Department of Chemical Sciences, Research Centre for Synthesis and Catalysis, University of Johannesburg, Kingsway Campus, Auckland Park, P.O. Box 524, Johannesburg, 2006, South Africa
| | - Oyekunle Azeez Alimi
- Department of Chemical Sciences, Research Centre for Synthesis and Catalysis, University of Johannesburg, Kingsway Campus, Auckland Park, P.O. Box 524, Johannesburg, 2006, South Africa
| | - Oluwafemi Ayodeji Adebo
- Department of Biotechnology and Food Technology, University of Johannesburg, Doornfontein Campus, P.O. Box 17011, Johannesburg, 2028, South Africa.
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Kowalska H, Masiarz E, Ignaczak A, Marzec A, Hać-Szymańczuk E, Salamon A, Cegiełka A, Żbikowska A, Kowalska J, Galus S. Advances in Multigrain Snack Bar Technology and Consumer Expectations: A Review. FOOD REVIEWS INTERNATIONAL 2022. [DOI: 10.1080/87559129.2022.2094402] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/04/2022]
Affiliation(s)
- Hanna Kowalska
- Department of Food Engineering and Process Management, Warsaw University of Life Sciences (WULS), Warsaw, Poland
| | - Ewelina Masiarz
- Department of Food Engineering and Process Management, Warsaw University of Life Sciences (WULS), Warsaw, Poland
| | - Anna Ignaczak
- Department of Food Engineering and Process Management, Warsaw University of Life Sciences (WULS), Warsaw, Poland
| | - Agata Marzec
- Department of Food Engineering and Process Management, Warsaw University of Life Sciences (WULS), Warsaw, Poland
| | - Elżbieta Hać-Szymańczuk
- Department of Biotechnology and Microbiology of Food, Warsaw University of Life Sciences (WULS), Warsaw, Poland
| | - Agnieszka Salamon
- Department of Grain Processing and Bakery, Institute of Agriculture and Food Biotechnology – State Research Institute, Warsaw, Poland
| | - Aneta Cegiełka
- Department of Food Technology and Assessment, Warsaw University of Life Sciences (WULS), Warsaw, Poland
| | - Anna Żbikowska
- Department of Food Technology and Assessment, Warsaw University of Life Sciences (WULS), Warsaw, Poland
| | - Jolanta Kowalska
- Department of Food Engineering and Process Management, Warsaw University of Life Sciences (WULS), Warsaw, Poland
| | - Sabina Galus
- Department of Food Engineering and Process Management, Warsaw University of Life Sciences (WULS), Warsaw, Poland
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Abstract
PURPOSE OF REVIEW The purpose of the review is to describe carbohydrate based 3D food printing technology in light of how it is affected by the use of various ingredients of ink and the properties associated with carbohydrate inks used for printing. Special focus is diverted to evaluate its effect on texture and corresponding health implications associated with carbohydrate based printed foods. RECENT FINDINGS The focus of 3D food printed products has revolved around texture modulation and carbohydrates are the best possible additives to achieve this modification. Carbohydrate based inks are used to design healthy texturized printed foods to provide various health benefits to consumer in addition to satisfy their aesthetic requirements. Other ingredients such as prebiotics and probiotics are major adjuncts that add value to these carbohydrates based 3D food printed foods and may have synergistic effects. SUMMARY Although much of the current attention is on texture modulation, health aspects of the foods naturally drive the future course of research associated with the carbohydrate based 3D food printed foods.
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Affiliation(s)
- Jyoti Singh
- Department of Food Technology and Nutrition, School of Agriculture, Lovely Professional University, Phagwara, Punjab, India
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26
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Peng M, Gao Z, Liao Y, Guo J, Shan Y. Development of Functional Kiwifruit Jelly with chenpi (FKJ) by 3D Food Printing Technology and Its Anti-Obesity and Antioxidant Potentials. Foods 2022; 11:foods11131894. [PMID: 35804710 PMCID: PMC9265498 DOI: 10.3390/foods11131894] [Citation(s) in RCA: 9] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/06/2022] [Revised: 06/20/2022] [Accepted: 06/23/2022] [Indexed: 11/16/2022] Open
Abstract
With the growing popularity of the concept of healthy diet, modern obesity treatment is gradually shifting from surgical or pharmacological treatment to nutritional intervention. As a safe and effective measure, natural product interventions are a potential strategy of obesity management. The present study aimed to develop a kind of functional food rich in bioactive compounds (chenpi, kiwifruit, and pectin as raw materials) and investigate their bioactive effects on a mouse model. For development of functional kiwifruit jelly with chenpi (FKJ), the results of single-factor and response surface experiments showed that the optimized formulation was composed of a 30.26% addition of chenpi, 35% addition of kiwifruit juice, and 2.88% addition of pectin. The FKJ obtained with the optimal formulation could be used as a 3D printing raw material to print the desired food shapes successfully. For bioactivity evaluation of FKJ, the results with a mouse model showed that the food intake, liver weight, and adipose tissue weight were significantly decreased after administration of FKJ with dose-dependent effect compared to the CON group (p < 0.05). Meanwhile, the serum levels of several inflammatory factors (TG, IL-6, and TNF-α) were decreased and the activities of several antioxidant-related enzymes (SOD, GSH-PX, and CAT) were increased. In short, a functional kiwifruit jelly with chenpi was developed in this study. It is a functional snack food rich in active phenolic compounds, low in calories, with antioxidant and anti-inflammatory activity, and prevents fat accumulation. FKJ could well meet the needs of modern people for nutrition and health and also promote the processing and utilization of natural products, and has good development prospects in the functional food industry.
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Affiliation(s)
- Mingfang Peng
- Key Laboratory of Agro-Products Processing, Key Laboratory of Agro-Products Quality and Safety Control in Storage and Transport Process, Ministry of Agriculture and Rural Affairs of China, Beijing 100193, China;
- International Joint Lab on Fruits & Vegetables Processing, Quality and Safety, Hunan Key Lab of Fruits & Vegetables Storage, Processing, Quality and Safety, Hunan Agriculture Product Processing Institute, Hunan Academy of Agricultural Sciences, Changsha 410125, China;
- Longping Branch, Graduate School of Hunan University, Changsha 410125, China
| | - Zhipeng Gao
- College of Animal Science and Technology, Hunan Agricultural University, Changsha 410128, China;
| | - Yanfang Liao
- International Joint Lab on Fruits & Vegetables Processing, Quality and Safety, Hunan Key Lab of Fruits & Vegetables Storage, Processing, Quality and Safety, Hunan Agriculture Product Processing Institute, Hunan Academy of Agricultural Sciences, Changsha 410125, China;
- Longping Branch, Graduate School of Hunan University, Changsha 410125, China
| | - Jiajing Guo
- Key Laboratory of Agro-Products Processing, Key Laboratory of Agro-Products Quality and Safety Control in Storage and Transport Process, Ministry of Agriculture and Rural Affairs of China, Beijing 100193, China;
- International Joint Lab on Fruits & Vegetables Processing, Quality and Safety, Hunan Key Lab of Fruits & Vegetables Storage, Processing, Quality and Safety, Hunan Agriculture Product Processing Institute, Hunan Academy of Agricultural Sciences, Changsha 410125, China;
- Correspondence: (J.G.); (Y.S.)
| | - Yang Shan
- International Joint Lab on Fruits & Vegetables Processing, Quality and Safety, Hunan Key Lab of Fruits & Vegetables Storage, Processing, Quality and Safety, Hunan Agriculture Product Processing Institute, Hunan Academy of Agricultural Sciences, Changsha 410125, China;
- Longping Branch, Graduate School of Hunan University, Changsha 410125, China
- Correspondence: (J.G.); (Y.S.)
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27
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Application of Computer Microtomography and Hyperspectral Imaging to Assess the Homogeneity of the Distribution of Active Ingredients in Functional Food. Processes (Basel) 2022. [DOI: 10.3390/pr10061190] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/01/2023] Open
Abstract
Functional foods represent one of the most intensively investigated and widely promoted areas in the food and nutrition sciences’ market today. The purpose of this work is to determine the possibility of using computed microtomography to assess the homogeneity of distribution of active pharmaceutical ingredients (vitamins K and D and calcium) throughout chocolate. Algorithms for analyzing of microtomographic images were proposed to quantify the distribution of active pharmaceutical ingredients (API) in chocolate: the Gray Level Co-Occurrence Matrix, quadtree decomposition and hyperspectral imaging. The use of the methods of analysis and processing of microtomographic images allows for a quantitative assessment of the homogeneity of the distribution of components throughout the sample, without a 3D reconstruction process. In computer microtomography analysis, it is possible to assess the distribution of those components whose density differs by at least a unit in the accepted scale of gray levels of images and for grain sizes not smaller than the voxel size. The proposed image analysis algorithms, Gray Level Co-Occurrence Matrix, quadtree decomposition and hyperspectral imaging, allow for the assessment of distribution of active ingredients in chocolate.
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28
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Demei K, Zhang M, Phuhongsung P, Mujumdar AS. 3D food printing: Controlling characteristics and improving technological effect during food processing. Food Res Int 2022; 156:111120. [DOI: 10.1016/j.foodres.2022.111120] [Citation(s) in RCA: 8] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/15/2022] [Revised: 03/05/2022] [Accepted: 03/08/2022] [Indexed: 11/30/2022]
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29
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Promising perspectives on novel protein food sources combining artificial intelligence and 3D food printing for food industry. Trends Food Sci Technol 2022. [DOI: 10.1016/j.tifs.2022.05.013] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/01/2023]
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30
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Liu Z, Chen L, Zheng B. Control of starch-lipid interactions on starch digestibility during hot-extrusion 3D printing for starchy foods. Food Funct 2022; 13:5317-5326. [PMID: 35445679 DOI: 10.1039/d2fo00558a] [Citation(s) in RCA: 18] [Impact Index Per Article: 9.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/21/2022]
Abstract
The nutritional design of personalized starchy foods has become a research hotspot in the field of food science. Driven by the immense functional and nutritional implications of starch-lipid binary interactions, this study is aimed at designing starch digestibility by controlling the interaction between starch and glycerol monostearate (GMS)/stearic acid (SA) using a hot-extrusion 3D printing (HE-3DP) environment. The results indicated that the thermal shear force in the HE-3DP environment promoted hydrophobic interactions between starch and lipids, forming a V-type starch-lipid complex with a compact and ordered structure, thus enhancing enzymatic resistance. Compared with GMS, SA with linear hydrophobic chains was inclined to compound with starch to form a more ordered structure. Interestingly, the slowly digestible starch (SDS) and resistant starch (RS) content reached 25.06% when the added SA content was 10%. Besides, correlations between the structural parameters and digestibility were established, which provided crucial information for designing nutritional starchy food systems using HE-3DP.
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Affiliation(s)
- Zipeng Liu
- School of Food Science and Engineering, Guangdong Province Key Laboratory for Green Processing of Natural Products and Product Safety, Engineering Research Center of Starch and Vegetable Protein Processing Ministry of Education, South China University of Technology, Guangzhou 510640, China.
| | - Ling Chen
- School of Food Science and Engineering, Guangdong Province Key Laboratory for Green Processing of Natural Products and Product Safety, Engineering Research Center of Starch and Vegetable Protein Processing Ministry of Education, South China University of Technology, Guangzhou 510640, China.
| | - Bo Zheng
- School of Food Science and Engineering, Guangdong Province Key Laboratory for Green Processing of Natural Products and Product Safety, Engineering Research Center of Starch and Vegetable Protein Processing Ministry of Education, South China University of Technology, Guangzhou 510640, China.
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Tejada-Ortigoza V, Cuan-Urquizo E. Towards the Development of 3D-Printed Food: A Rheological and Mechanical Approach. Foods 2022; 11:1191. [PMID: 35563914 PMCID: PMC9103916 DOI: 10.3390/foods11091191] [Citation(s) in RCA: 17] [Impact Index Per Article: 8.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/24/2022] [Revised: 04/10/2022] [Accepted: 04/14/2022] [Indexed: 02/07/2023] Open
Abstract
Additive manufacturing, or 3D printing, has raised interest in many areas, such as the food industry. In food, 3D printing can be used to personalize nutrition and customize the sensorial characteristics of the final product. The rheological properties of the material are the main parameters that impact the 3D-printing process and are crucial to assuring the printability of formulations, although a clear relationship between these properties and printability has not been studied in depth. In addition, an understanding of the mechanical properties of 3D-printed food is crucial for consumer satisfaction, as they are related to the texture of food products. In 3D-printing technologies, each manufacturing parameter has an impact on the resulting mechanical properties; therefore, a thorough characterization of these parameters is necessary prior to the consumption of any 3D-printed food. This review focuses on the rheological and mechanical properties of printed food materials by exploring cutting-edge research working towards developing printed food for personalized nutrition.
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Affiliation(s)
| | - Enrique Cuan-Urquizo
- Tecnologico de Monterrey, Escuela de Ingeniería y Ciencias, Querétaro 76130, Mexico;
- Laboratorio Nacional de Manufactura Aditiva y Digital (MADIT), Apodaca 66629, Mexico
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Woźniak D, Cichy W, Dobrzyńska M, Przysławski J, Drzymała-Czyż S. Reasonableness of Enriching Cow’s Milk with Vitamins and Minerals. Foods 2022; 11:foods11081079. [PMID: 35454665 PMCID: PMC9025252 DOI: 10.3390/foods11081079] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/11/2022] [Revised: 04/01/2022] [Accepted: 04/05/2022] [Indexed: 12/10/2022] Open
Abstract
Milk is an exceptional nutritional product that has been used for many millennia in human nutrition. Milk is a source of many valuable nutrients, including calcium, vitamin B, an especially significant amount of vitamin B2 and fat-soluble vitamins, such as A, D and E. Milk is an attractive product for fortification as it has a high nutritional density in a small volume and a relatively low price. Research shows positive health effects of drinking milk and consuming dairy products. Even more health benefits can be obtained from consuming fortified dairy products. A literature review, current nutritional recommendations, medical recommendations and an analysis of the market situation all recommend introducing milk enriched with minerals in combination with vitamins to the market. This concept corresponds to the current market demand and may supplement the missing and expected range of fortified milk and the correct number of recipients.
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Affiliation(s)
- Dagmara Woźniak
- Department of Bromatology, Faculty of Pharmacy, Poznan University of Medical Sciences, Rokietnicka 3, 60-806 Poznan, Poland; (D.W.); (M.D.); (J.P.)
| | - Wojciech Cichy
- Department of Cosmetology, Faculty of Health Sciences, The President Stanisław Wojciechowski State University of Applied Sciences in Kalisz, Nowy Świat 4, 62-800 Kalisz, Poland;
| | - Małgorzata Dobrzyńska
- Department of Bromatology, Faculty of Pharmacy, Poznan University of Medical Sciences, Rokietnicka 3, 60-806 Poznan, Poland; (D.W.); (M.D.); (J.P.)
| | - Juliusz Przysławski
- Department of Bromatology, Faculty of Pharmacy, Poznan University of Medical Sciences, Rokietnicka 3, 60-806 Poznan, Poland; (D.W.); (M.D.); (J.P.)
| | - Sławomira Drzymała-Czyż
- Department of Bromatology, Faculty of Pharmacy, Poznan University of Medical Sciences, Rokietnicka 3, 60-806 Poznan, Poland; (D.W.); (M.D.); (J.P.)
- Correspondence:
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Taneja A, Sharma R, Ayush K, Sharma A, Mousavi Khaneghah A, Regenstein JM, Barba FJ, Phimolsiripol Y, Sharma S. Innovations and applications of 3‐D printing in food sector. Int J Food Sci Technol 2022. [DOI: 10.1111/ijfs.15691] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
Affiliation(s)
- Akriti Taneja
- School of Bioengineering and Food Technology Shoolini University Solan HP 173229 India
| | - Ruchi Sharma
- School of Bioengineering and Food Technology Shoolini University Solan HP 173229 India
| | - Krishna Ayush
- School of Bioengineering and Food Technology Shoolini University Solan HP 173229 India
| | - Anshu Sharma
- Department of Food Science and Technology Dr. Y. S. Parmar University of Horticulture and Forestry Nauni Solan HP 173230 India
| | - Amin Mousavi Khaneghah
- Department of Food Science, Faculty of Food Engineering University of Campinas Campinas SP Brazil
| | - Joe M. Regenstein
- Department of Food Science Cornell University Ithaca NY 14853‐7201 USA
| | - Francisco J. Barba
- Department of Preventive Medicine and Public Health Food Science, Toxicology and Forensic Medicine Faculty of Pharmacy Universitat de València Avda. Vicent Andrés Estellés s/n Burjassot 46100 Spain
| | - Yuthana Phimolsiripol
- Faculty of Agro‐Industry Chiang Mai University Chiang Mai 50100 Thailand
- Center of Excellence in Materials Science and Technology Chiang Mai University Chiang Mai 50100 Thailand
| | - Somesh Sharma
- School of Bioengineering and Food Technology Shoolini University Solan HP 173229 India
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Agunbiade AO, Song L, Agunbiade OJ, Ofoedu CE, Chacha JS, Duguma HT, Hossaini SM, Rasaq WA, Shorstkii I, Osuji CM, Owuamanam CI, Okpala COR, Korzeniowska M, Guine RPF. Potentials of
3D
extrusion‐based printing in resolving food processing challenges: A perspective review. J FOOD PROCESS ENG 2022. [DOI: 10.1111/jfpe.13996] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/27/2022]
Affiliation(s)
- Adedoyin O. Agunbiade
- Department of Food Technology University of Ibadan Ibadan Nigeria
- School of Food Science and Engineering South China University of Technology Guangzhou China
| | - Lijun Song
- Department of Mechanical and Vehicle Engineering Hunan University Changsha China
| | - Olufemi J. Agunbiade
- Department of Science Laboratory Technology Federal Polytechnic Ile‐Oluji Ondo Nigeria
| | - Chigozie E. Ofoedu
- School of Food Science and Engineering South China University of Technology Guangzhou China
- Department of Food Science and Technology, School of Engineering and Engineering Technology Federal University of Technology Owerri Nigeria
| | - James S. Chacha
- School of Food Science and Engineering South China University of Technology Guangzhou China
- Department of Food Science and Agroprocessing Sokoine University of Agriculture Chuo Kikuu Morogoro Tanzania
| | - Haile T. Duguma
- School of Food Science and Engineering South China University of Technology Guangzhou China
- Department of Post‐Harvest Management College of Agriculture and Veterinary Medicine Jimma University Jimma Ethiopia
| | | | - Waheed A. Rasaq
- Department of Applied Bioeconomy Wrocław University of Environmental and Life Sciences Wrocław Poland
| | - Ivan Shorstkii
- Department of Technological Equipment and Life‐support Systems Kuban State Technological University Krasnodar Russian Federation
| | - Chijioke M. Osuji
- Department of Food Science and Technology, School of Engineering and Engineering Technology Federal University of Technology Owerri Nigeria
| | - Clifford I. Owuamanam
- Department of Food Science and Technology, School of Engineering and Engineering Technology Federal University of Technology Owerri Nigeria
| | - Charles Odilichukwu R. Okpala
- Department of Functional Food Products Development Wrocław University of Environmental and Life Sciences Wrocław Poland
| | - Małgorzata Korzeniowska
- Department of Functional Food Products Development Wrocław University of Environmental and Life Sciences Wrocław Poland
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35
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Bhat R. Emerging trends and sustainability challenges in the global agri-food sector. FUTURE FOODS 2022. [DOI: 10.1016/b978-0-323-91001-9.00041-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022] Open
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36
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Abstract
3D printing technology is rapidly transforming supply chains across diverse manufacturing sectors, enabling personalisation of consumer goods ranging from car parts, medical devices, toys, houses, and even clothing. Food production is also included in the breadth of applications of this expanding technology. Increasing consumer awareness about sustainability, including the problem of food waste, as well as growing interest in customised nutrition have led to the emergence of food industry research focused on aspects, such as packaging, portion size, and healthy sustainable ingredients, to satisfy consumer demands. The growing market for personalised food options in particular, requires increased flexibility and agility to tailor ingredients to an individual’s specific requirements. Such specificity is not easily fulfilled using traditional mass production methods; however, the emerging technology of 3D food printing (3DFP) may be one solution. This paper evaluates the opportunities, risks, and challenges associated with 3DFP, with a focus on developing sustainable supply chains for future growth. Drawing on 12 semi-structured interviews with 3DFP industry managers and current literature in the domain, we propose three supply chain models for 3DFP services, as well as an overview of the key business drivers.
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Escalante-Aburto A, Trujillo-de Santiago G, Álvarez MM, Chuck-Hernández C. Advances and prospective applications of 3D food printing for health improvement and personalized nutrition. Compr Rev Food Sci Food Saf 2021; 20:5722-5741. [PMID: 34643023 DOI: 10.1111/1541-4337.12849] [Citation(s) in RCA: 29] [Impact Index Per Article: 9.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/22/2021] [Revised: 08/13/2021] [Accepted: 08/24/2021] [Indexed: 02/06/2023]
Abstract
Three-dimensional food printing (3DFP) uses additive manufacturing concepts to fabricate customized designed products with food ingredients in powder, liquid, dough, or paste presentations. In some cases, it uses additives, such as hydrocolloids, starch, enzymes, and antibrowning agents. Chocolate, cheese, sugar, and starch-based materials are among the most used ingredients for 3DFP, and there is a broad and growing interest in meat-, fruit-, vegetable-, insect-, and seaweed-based alternative raw materials. Here, we reviewed the most recent published information related to 3DFP for novel uses, including personalized nutrition and health-oriented applications, such as the use of 3D-printed food as a drug vehicle, and four-dimensional food printing (4DFP). We also reviewed the use of this technology in aesthetic food improvement, which is the most popular use of 3DFP recently. Finally, we provided a prospective and perspective view of this technology. We also reflected on its multidisciplinary character and identified aspects in which social and regulatory affairs must be addressed to fulfill the promises of 3DFP in human health improvement.
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Affiliation(s)
- Anayansi Escalante-Aburto
- Tecnologico de Monterrey, School of Engineering and Sciences, Monterrey, Nuevo León, México.,Department of Nutrition, School of Health Sciences, Universidad de Monterrey, Nuevo León, México
| | | | - Mario M Álvarez
- Tecnologico de Monterrey, School of Engineering and Sciences, Monterrey, Nuevo León, México
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Maleke MS, Adefisoye MA, Doorsamy W, Adebo OA. Processing, nutritional composition and microbiology of amasi: A Southern African fermented milk product. SCIENTIFIC AFRICAN 2021. [DOI: 10.1016/j.sciaf.2021.e00795] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/08/2023] Open
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