1
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Huang Z, Pang L, Li S, Su Y, Zhao Q, Zhang W, Yang X, Jiang Y. Effects of physical processing on food protein allergenicity: A focus on differences between animal and alternative proteins. Food Chem 2024; 460:140559. [PMID: 39047469 DOI: 10.1016/j.foodchem.2024.140559] [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: 04/29/2024] [Revised: 07/11/2024] [Accepted: 07/19/2024] [Indexed: 07/27/2024]
Abstract
In recent years, physical technologies have been widely employed to reduce food protein allergenicity due to their simplicity and stability. This paper summarizes recent research advances in these technologies, focusing on differences in their effects on allergenicity between animal and alternative proteins. The mechanisms of allergenicity reduction and the advantages and disadvantages of these technologies were compared. It was found that heating, although affording better allergenicity reduction than non-thermal treatment technologies, affects other properties of the food. Because of their higher molecular weights and more complex structures, animal proteins are less affected by physical technologies than alternative proteins. It is worth noting that there is a scarcity of existing technology to reduce the allergenicity of food proteins, and more technologies should be explored for this purpose. In addition, better allergenicity-reducing processing technologies should be designed from the perspectives of processing conditions, technological innovations, and combined processing technologies in the future.
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Affiliation(s)
- Zhen Huang
- Key Laboratory of Dairy Science, Ministry of Education, College of Food Science, Northeast Agricultural University, Harbin, China, 150030
| | - Lidong Pang
- Key Laboratory of Dairy Science, Ministry of Education, College of Food Science, Northeast Agricultural University, Harbin, China, 150030
| | - Shihang Li
- Key Laboratory of Dairy Science, Ministry of Education, College of Food Science, Northeast Agricultural University, Harbin, China, 150030
| | - Yue Su
- Key Laboratory of Dairy Science, Ministry of Education, College of Food Science, Northeast Agricultural University, Harbin, China, 150030
| | - Qi Zhao
- Inner Mongolia Yili Industrial Group Limited by Share Ltd
| | - Wei Zhang
- Key Laboratory of Dairy Science, Ministry of Education, College of Food Science, Northeast Agricultural University, Harbin, China, 150030
| | - Xinyan Yang
- Key Laboratory of Dairy Science, Ministry of Education, College of Food Science, Northeast Agricultural University, Harbin, China, 150030.
| | - Yujun Jiang
- Key Laboratory of Dairy Science, Ministry of Education, College of Food Science, Northeast Agricultural University, Harbin, China, 150030.
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2
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Charlesworth JC, Jenner A, le Coutre J. Plant-based hydrolysates as building blocks for cellular agriculture. Food Chem 2024; 460:140621. [PMID: 39089020 DOI: 10.1016/j.foodchem.2024.140621] [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: 04/06/2024] [Revised: 07/10/2024] [Accepted: 07/22/2024] [Indexed: 08/03/2024]
Abstract
Cellular agriculture, an emerging technology, aims to produce animal-based products such as meat through scalable tissue culture methods. Traditional techniques rely on chemically undefined media using fetal bovine serum (FBS) or chemically defined media utilizing specific growth factors. To be a viable alternative to conventional meat production, cellular agriculture requires cost-effective materials with established supply chains for growth media. Here, we investigate hydrolysates from Kikuyu grass, Alfalfa grass, and cattle rearing pellets. We identified conditions that promote C2C12 myoblast cell growth in media containing 0.1% and 0% serum. These effects are more pronounced in combination with existing growth promoters such as insulin, transferrin, and selenium. Overall, the rearing pellet hydrolysates were most effective in promoting growth particularly when in combination with the growth promoters. Our findings suggest that leveraging these materials, along with known growth factors, can facilitate the development of improved, scalable, and commercially viable media for cellular agriculture.
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Affiliation(s)
- James C Charlesworth
- School of Chemical Engineering, University of New South Wales, Sydney, NSW, Australia
| | - Andrew Jenner
- Bioanalytical Mass Spectrometry Facility, Mark Wainwright Analytical Centre, University of New South Wales, Sydney, NSW, Australia
| | - Johannes le Coutre
- School of Chemical Engineering, University of New South Wales, Sydney, NSW, Australia; Australian Human Rights Institute, University of New South Wales, Sydney, New South Wales, Sydney, Australia.
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3
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Zhang X, Wang H, Niu Y, Chen C, Zhang W. Effects of cottonseed meal protein hydrolysate on intestinal microbiota of yellow-feather broilers. Front Microbiol 2024; 15:1434252. [PMID: 39360315 PMCID: PMC11445190 DOI: 10.3389/fmicb.2024.1434252] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/17/2024] [Accepted: 08/30/2024] [Indexed: 10/04/2024] Open
Abstract
We evaluated the effects of cottonseed meal protein hydrolysate (CPH) on the intestinal microbiota of yellow-feather broilers. We randomly divided 240 chicks into four groups with six replicates: basal diet with 0% (CON), 1% (LCPH), 3% (MCPH), or 5% (HCPH) CPH. The test lasted 63 days and included days 1-21, 22-42, and 43-63 phases. The ACE, Chao1, and Shannon indices in the MCPH and HCPH groups of 42-day-old broilers were higher than those in the CON group (p < 0.05), indicating that the cecum microbial diversity and richness were higher in these groups. Firmicutes and Bacteroidetes were the dominant phyla; however, the main genera varied during the different periods. The abundance of Lactobacillus in CPH treatment groups of 21-day-old broilers was high (p < 0.05); in the 42-day-old broilers, the abundances of Barnesiella, Clostridia_vadinBB60_group, and Parasutterella in the LCPH group, Desulfovibrio, Lactobacillus, Clostridia_vadinBB60_group, and Butyricicoccus in the MCPH group, and Megamonas and Streptococcus in the HCPH group increased; in the 63-day-old broilers, the abundance of Clostridia_UCG-014 and Synergistes in the LCPH and HCPH group, respectively, increased (p < 0.05), and that of Alistipes in the LCPH and MCPH groups decreased (p < 0.05). And changes in the abundance of probiotics were beneficial to improve the intestinal morphology and growth performance. In addition, the LCPH treatment increased the complexity of the microbial network, while the MCPH treatment had the same effect in 42-day-old broilers. Thus, CPH increased the relative abundance of beneficial intestinal microbiota and enhanced the richness and diversity of the bacterial microbiota in broilers aged <42 days; this effect was weakened after 42 days.
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Affiliation(s)
| | | | | | - Cheng Chen
- *Correspondence: Cheng Chen, ; Wenju Zhang,
| | - Wenju Zhang
- College of Animal Science and Technology, Shihezi University, Shihezi, China
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4
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Morena F, Cencini C, Calzoni E, Martino S, Emiliani C. A Novel Workflow for In Silico Prediction of Bioactive Peptides: An Exploration of Solanum lycopersicum By-Products. Biomolecules 2024; 14:930. [PMID: 39199318 PMCID: PMC11352670 DOI: 10.3390/biom14080930] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/02/2024] [Revised: 07/18/2024] [Accepted: 07/29/2024] [Indexed: 09/01/2024] Open
Abstract
Resource-intensive processes currently hamper the discovery of bioactive peptides (BAPs) from food by-products. To streamline this process, in silico approaches present a promising alternative. This study presents a novel computational workflow to predict peptide release, bioactivity, and bioavailability, significantly accelerating BAP discovery. The computational flowchart has been designed to identify and optimize critical enzymes involved in protein hydrolysis but also incorporates multi-enzyme screening. This feature is crucial for identifying the most effective enzyme combinations that yield the highest abundance of BAPs across different bioactive classes (anticancer, antidiabetic, antihypertensive, anti-inflammatory, and antimicrobial). Our process can be modulated to extract diverse BAP types efficiently from the same source. Here, we show the potentiality of our method for the identification of diverse types of BAPs from by-products generated from Solanum lycopersicum, the widely cultivated tomato plant, whose industrial processing generates a huge amount of waste, especially tomato peel. In particular, we optimized tomato by-products for bioactive peptide production by selecting cultivars like Line27859 and integrating large-scale gene expression. By integrating these advanced methods, we can maximize the value of by-products, contributing to a more circular and eco-friendly production process while advancing the development of valuable bioactive compounds.
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Affiliation(s)
- Francesco Morena
- Section of Biochemistry and Molecular Biology, Department of Chemistry, Biology and Biotechnology, University of Perugia, Via del Giochetto, 06123 Perugia, Italy; (C.C.); (E.C.); (S.M.)
| | - Chiara Cencini
- Section of Biochemistry and Molecular Biology, Department of Chemistry, Biology and Biotechnology, University of Perugia, Via del Giochetto, 06123 Perugia, Italy; (C.C.); (E.C.); (S.M.)
| | - Eleonora Calzoni
- Section of Biochemistry and Molecular Biology, Department of Chemistry, Biology and Biotechnology, University of Perugia, Via del Giochetto, 06123 Perugia, Italy; (C.C.); (E.C.); (S.M.)
| | - Sabata Martino
- Section of Biochemistry and Molecular Biology, Department of Chemistry, Biology and Biotechnology, University of Perugia, Via del Giochetto, 06123 Perugia, Italy; (C.C.); (E.C.); (S.M.)
- Centro di Eccellenza su Materiali Innovativi Nanostrutturati (CEMIN), University of Perugia, Via del Giochetto, 06123 Perugia, Italy
| | - Carla Emiliani
- Section of Biochemistry and Molecular Biology, Department of Chemistry, Biology and Biotechnology, University of Perugia, Via del Giochetto, 06123 Perugia, Italy; (C.C.); (E.C.); (S.M.)
- Centro di Eccellenza su Materiali Innovativi Nanostrutturati (CEMIN), University of Perugia, Via del Giochetto, 06123 Perugia, Italy
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5
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Zhu F. Modifications of whey proteins for emulsion based applications: Current status, issues and prospectives. Food Res Int 2024; 178:113935. [PMID: 38309906 DOI: 10.1016/j.foodres.2024.113935] [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: 11/02/2023] [Revised: 12/24/2023] [Accepted: 01/02/2024] [Indexed: 02/05/2024]
Abstract
Whey proteins are a major group of dairy proteins with high potential for various food based applications. Whey protein isolate has a limited range of functionalities. This functional range can be expanded using diverse modification methods to suit specific applications. This review summarizes the recent advances in the modifications of whey proteins using chemical, physical, and enzymatic methods and their combinations as well as the modification effects on the physicochemical properties. The uses of these modified whey proteins in emulsion based food and beverage systems are described. The limitations in the studies summarized are critically discussed, while future research directions are suggested on how to better utilize whey proteins for emulsion based uses through modifications.
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Affiliation(s)
- Fan Zhu
- School of Chemical Sciences, The University of Auckland, Private Bag 92019, Auckland 1142, New Zealand.
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Zhang X, Zhao Y, Zhang T, Zhang Y, Jiang L, Sui X. Potential of hydrolyzed wheat protein in soy-based meat analogues: Rheological, textural and functional properties. Food Chem X 2023; 20:100921. [PMID: 38144774 PMCID: PMC10739850 DOI: 10.1016/j.fochx.2023.100921] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/08/2023] [Revised: 09/22/2023] [Accepted: 10/02/2023] [Indexed: 12/26/2023] Open
Abstract
Hydrolyzed proteins, which are considered to possess significant bioactive properties such as antioxidant and high digestibility, have garnered increasing interest as food ingredients. This study investigates the feasibility of using hydrolyzed wheat gluten (HWG) and soy protein concentrate (SPC) in various ratios to create meat analogues using high-moisture extrusion technology. Results indicate that meat analogues with 40% HWG addition to SPC have a better texture and greater similarities in terms of hardness, chewiness, and toughness to chicken meat than meat analogues with 40% wheat gluten (WG) addition to SPC. Additionally, the meat analogues with HWG showed high antioxidant capacity, protein digestibility, and amino acid composition, indicating potential health benefits. These findings indicate that HWG could serve as a texture modifier to improve both the texture and nutritional content of meat analogues.
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Affiliation(s)
- Xin Zhang
- College of Food Science, Northeast Agricultural University, Harbin 150030, China
| | - Yu Zhao
- College of Food Science, Northeast Agricultural University, Harbin 150030, China
| | - Tianyi Zhang
- College of Food Science, Northeast Agricultural University, Harbin 150030, China
| | - Yan Zhang
- College of Food Science, Northeast Agricultural University, Harbin 150030, China
- College of Horticulture and Landscape Architecture, Northeast Agricultural University, Harbin 150030, 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
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7
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Nikoo M, Regenstein JM, Yasemi M. Protein Hydrolysates from Fishery Processing By-Products: Production, Characteristics, Food Applications, and Challenges. Foods 2023; 12:4470. [PMID: 38137273 PMCID: PMC10743304 DOI: 10.3390/foods12244470] [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: 11/27/2023] [Revised: 12/07/2023] [Accepted: 12/11/2023] [Indexed: 12/24/2023] Open
Abstract
Fish processing by-products such as frames, trimmings, and viscera of commercial fish species are rich in proteins. Thus, they could potentially be an economical source of proteins that may be used to obtain bioactive peptides and functional protein hydrolysates for the food and nutraceutical industries. The structure, composition, and biological activities of peptides and hydrolysates depend on the freshness and the actual composition of the material. Peptides isolated from fishery by-products showed antioxidant activity. Changes in hydrolysis parameters changed the sequence and properties of the peptides and determined their physiological functions. The optimization of the value of such peptides and the production costs must be considered for each particular source of marine by-products and for their specific food applications. This review will discuss the functional properties of fishery by-products prepared using hydrolysis and their potential food applications. It also reviews the structure-activity relationships of the antioxidant activity of peptides as well as challenges to the use of fishery by-products for protein hydrolysate production.
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Affiliation(s)
- Mehdi Nikoo
- Department of Pathobiology and Quality Control, Artemia and Aquaculture Research Institute, Urmia University, Urmia 57179-44514, Iran
| | - Joe M. Regenstein
- Department of Food Science, Cornell University, Ithaca, NY 14853-7201, USA;
| | - Mehran Yasemi
- Department of Fisheries, Institute of Agricultural Education and Extension, Agricultural Research, Education, and Extension Organization (AREEO), Tehran 19858-13111, Iran;
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8
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Bekiroglu H, Ozulku G, Sagdic O. Effects of Casein Hydrolysate Prepared with Savinase on the Quality of Bread Made by Frozen Dough. Foods 2023; 12:3845. [PMID: 37893738 PMCID: PMC10606816 DOI: 10.3390/foods12203845] [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: 09/30/2023] [Revised: 10/18/2023] [Accepted: 10/18/2023] [Indexed: 10/29/2023] Open
Abstract
The effect of casein savinase hydrolysate (CSH) usage on frozen dough (1%, 1.5% and 2%, g/100 g flour) was investigated in terms of rheological, thermal and structural characteristics of wheat doughs and the textural and color properties of corresponding breads. Rheological measurements showed that CSH addition into dough led to a reduction in G' and G″ values, but a similar trend was not observed in frozen dough samples. The increase in protein band intensity was observed for control dough (CD) after frozen storage (-30 °C, 28 days), while there were no increases in the band intensities of the doughs with CSH. The freezable water content of unfrozen doughs decreased gradually with the addition of CSH, dependent on concentration level. Frozen storage caused a notable reduction in the α-helices structure of the CD sample (p < 0.05) while no significant variation was observed for the doughs containing CSH (p > 0.05). The lowest specific volume reduction and hardness increment were observed for the breads containing 1.5% and 2% CSH. Frozen storage caused a significant reduction in the b* value of bread crust (p < 0.05), while no significant effect was observed for L* and a* value during frozen storage (p > 0.05). Overall, CSH incorporation into frozen dough can be an alternative that could reduce the quality deterioration of frozen bread.
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Affiliation(s)
- Hatice Bekiroglu
- Department of Food Engineering, Faculty of Chemical and Metallurgical Engineering, Yildiz Technical University, Istanbul 34220, Turkey; (H.B.); (O.S.)
- Food Engineering Department, Agricultural Faculty, Şırnak University, Şırnak 73300, Turkey
| | - Gorkem Ozulku
- Department of Food Engineering, Faculty of Chemical and Metallurgical Engineering, Yildiz Technical University, Istanbul 34220, Turkey; (H.B.); (O.S.)
| | - Osman Sagdic
- Department of Food Engineering, Faculty of Chemical and Metallurgical Engineering, Yildiz Technical University, Istanbul 34220, Turkey; (H.B.); (O.S.)
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9
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Gao PP, Liu HQ, Ye ZW, Zheng QW, Zou Y, Wei T, Guo LQ, Lin JF. The beneficial potential of protein hydrolysates as prebiotic for probiotics and its biological activity: a review. Crit Rev Food Sci Nutr 2023:1-13. [PMID: 37811651 DOI: 10.1080/10408398.2023.2260467] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/10/2023]
Abstract
Probiotics are not only a food supplement, but they have shown great potential in their nutritional, health and therapeutic effects. To maximize the beneficial effects of probiotics, it is commonly achieved by adding prebiotics. Prebiotics primarily comprise indigestible carbohydrates, specific peptides, proteins, and lipids, with oligosaccharides being the most extensively studied prebiotics. However, these rapidly fermenting oligosaccharides have many drawbacks and can cause diarrhea and flatulence in the body. Hence, the exploration of new prebiotic is of great interest. Besides oligosaccharides, protein hydrolysates have been demonstrated to enhance the expression of beneficial properties of probiotics. Consequently, this paper outlines the mechanism underlying the action of protein hydrolysates on probiotics, as well as the advantageous impacts of proteins hydrolysates derived from various food sources on probiotics. In addition, this paper also reviews the currently reported biological activities of protein hydrolysates. The aim is a theoretical basis for the development and implementation of novel prebiotics.
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Affiliation(s)
- Ping-Ping Gao
- Department of Bioengineering, College of Food Science, South China Agricultural University, Guangzhou City, China
- Research Center for Micro-Ecological Agent Engineering and Technology of Guangdong Province, Guangzhou City, China
| | - Han-Qing Liu
- Department of Bioengineering, College of Food Science, South China Agricultural University, Guangzhou City, China
- Research Center for Micro-Ecological Agent Engineering and Technology of Guangdong Province, Guangzhou City, China
| | - Zhi-Wei Ye
- Department of Bioengineering, College of Food Science, South China Agricultural University, Guangzhou City, China
- Research Center for Micro-Ecological Agent Engineering and Technology of Guangdong Province, Guangzhou City, China
| | - Qian-Wang Zheng
- Department of Bioengineering, College of Food Science, South China Agricultural University, Guangzhou City, China
- Research Center for Micro-Ecological Agent Engineering and Technology of Guangdong Province, Guangzhou City, China
| | - Yuan Zou
- Department of Bioengineering, College of Food Science, South China Agricultural University, Guangzhou City, China
- Research Center for Micro-Ecological Agent Engineering and Technology of Guangdong Province, Guangzhou City, China
| | - Tao Wei
- Department of Bioengineering, College of Food Science, South China Agricultural University, Guangzhou City, China
- Research Center for Micro-Ecological Agent Engineering and Technology of Guangdong Province, Guangzhou City, China
| | - Li-Qiong Guo
- Department of Bioengineering, College of Food Science, South China Agricultural University, Guangzhou City, China
- Research Center for Micro-Ecological Agent Engineering and Technology of Guangdong Province, Guangzhou City, China
| | - Jun-Fang Lin
- Department of Bioengineering, College of Food Science, South China Agricultural University, Guangzhou City, China
- Research Center for Micro-Ecological Agent Engineering and Technology of Guangdong Province, Guangzhou City, China
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Jiang M, Gan Y, Li Y, Qi Y, Zhou Z, Fang X, Jiao J, Han X, Gao W, Zhao J. Protein-polysaccharide-based delivery systems for enhancing the bioavailability of curcumin: A review. Int J Biol Macromol 2023; 250:126153. [PMID: 37558039 DOI: 10.1016/j.ijbiomac.2023.126153] [Citation(s) in RCA: 7] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/06/2023] [Revised: 07/15/2023] [Accepted: 08/03/2023] [Indexed: 08/11/2023]
Abstract
In recent years, a wide attention has been paid to curcumin in medicine due to its excellent physiological activities, including anti-inflammatory, antioxidant, antibacterial, and nerve damage repair. However, the low solubility, poor stability, and rapid metabolism of curcumin make its bioavailability low, which affects its development and application. As a unique biopolymer structure, protein-polysaccharide (PRO-POL)-based delivery system has the advantages of low toxicity, biocompatibility, biodegradability, and delayed release. Many scholars have investigated PRO-POL -based delivery systems to improve the bioavailability of curcumin. In this paper, we focus on the interactions between different proteins (e.g. casein, whey protein, soybean protein isolate, pea protein, zein, etc.) and polysaccharides (chitosan, sodium alginate, hyaluronic acid, pectin, etc.) and their effects on complexes diameter, surface charge, encapsulation drive, and release characteristics. The mechanism of the PRO-POL-based delivery system to enhance the bioavailability of curcumin is highlighted. In addition, the application of PRO-POL complexes loaded with curcumin is summarized, aiming to provide a reference for the construction and application of PRO-POL delivery systems.
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Affiliation(s)
- Mengyuan Jiang
- Department of Dental Implantology, Hospital of Stomatology Jilin University, Changchun 130021, China
| | - Yulu Gan
- Department of Dental Implantology, Hospital of Stomatology Jilin University, Changchun 130021, China
| | - Yongli Li
- Department of Dental Implantology, Hospital of Stomatology Jilin University, Changchun 130021, China
| | - Yuanzheng Qi
- Department of Dental Implantology, Hospital of Stomatology Jilin University, Changchun 130021, China
| | - Zhe Zhou
- Department of Dental Implantology, Hospital of Stomatology Jilin University, Changchun 130021, China
| | - Xin Fang
- Department of Dental Implantology, Hospital of Stomatology Jilin University, Changchun 130021, China
| | - Junjie Jiao
- Department of Dental Implantology, Hospital of Stomatology Jilin University, Changchun 130021, China
| | - Xiao Han
- Department of Dental Implantology, Hospital of Stomatology Jilin University, Changchun 130021, China
| | - Weijia Gao
- Department of Dental Implantology, Hospital of Stomatology Jilin University, Changchun 130021, China
| | - Jinghui Zhao
- Department of Dental Implantology, Hospital of Stomatology Jilin University, Changchun 130021, China; Jilin Province Key Laboratory of Tooth Department and Bone Remodeling, Changchun 130021, China.
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11
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Lin XW, Liu RH, Wang S, Yang JW, Tao NP, Wang XC, Zhou Q, Xu CH. Direct Identification and Quantitation of Protein Peptide Powders Based on Multi-Molecular Infrared Spectroscopy and Multivariate Data Fusion. JOURNAL OF AGRICULTURAL AND FOOD CHEMISTRY 2023. [PMID: 37406208 DOI: 10.1021/acs.jafc.3c01841] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 07/07/2023]
Abstract
Given that protein peptide powders (PPPs) from different biological sources were inherited with diverse healthcare functions, which aroused adulteration of PPPs. A high-throughput and rapid methodology, united multi-molecular infrared (MM-IR) spectroscopy with data fusion, could determine the types and component content of PPPs from seven sources as examples. The chemical fingerprints of PPPs were thoroughly interpreted by tri-step infrared (IR) spectroscopy, and the defined spectral fingerprint region of protein peptide, total sugar, and fat was 3600-950 cm-1, which constituted MIR finger-print region. Moreover, the mid-level data fusion model was of great applicability in qualitative analysis, in which the F1-score reached 1 and the total accuracy was 100%, and a robust quantitative model was established with excellent predictive capacity (Rp: 0.9935, RMSEP: 1.288, and RPD: 7.97). MM-IR coordinated data fusion strategies to achieve high-throughput, multi-dimensional analysis of PPPs with better accuracy and robustness which meant a significant potential for the comprehensive analysis of other powders in food as well.
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Affiliation(s)
- Xiao-Wen Lin
- College of Food Science & Technology, Shanghai Ocean University, Shanghai 201306, P. R. China
- Shanghai Qinpu Biotechnology Pte Ltd, Shanghai 201306, China
| | - Run-Hui Liu
- College of Food Science & Technology, Shanghai Ocean University, Shanghai 201306, P. R. China
| | - Song Wang
- College of Food Science & Technology, Shanghai Ocean University, Shanghai 201306, P. R. China
- Shanghai Qinpu Biotechnology Pte Ltd, Shanghai 201306, China
| | - Jie-Wen Yang
- College of Food Science & Technology, Shanghai Ocean University, Shanghai 201306, P. R. China
| | - Ning-Ping Tao
- College of Food Science & Technology, Shanghai Ocean University, Shanghai 201306, P. R. China
- Shanghai Engineering Research Center of Aquatic-Product Processing & Preservation, Shanghai 201306, China
| | - Xi-Chang Wang
- College of Food Science & Technology, Shanghai Ocean University, Shanghai 201306, P. R. China
- Shanghai Engineering Research Center of Aquatic-Product Processing & Preservation, Shanghai 201306, China
| | - Qun Zhou
- Department of Chemistry, Tsinghua University, Beijing 100084, China
| | - Chang-Hua Xu
- College of Food Science & Technology, Shanghai Ocean University, Shanghai 201306, P. R. China
- Shanghai Engineering Research Center of Aquatic-Product Processing & Preservation, Shanghai 201306, China
- Ministry of Agriculture, Laboratory of Quality and Safety Risk Assessment for Aquatic Products on Storage and Preservation (Shanghai), Shanghai 201306, China
- National R&D Branch Center for Freshwater Aquatic Products Processing Technology (Shanghai), Shanghai 201306, China
- Shanghai Qinpu Biotechnology Pte Ltd, Shanghai 201306, China
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