1
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Fan F, Liu H, Xu Y, Mou T. Quantitative Analysis of Molecular Mobility in Amorphous Lactose Above Tg: A Novel Insight from Molecular Dynamic Simulation to Strength Parameter. Foods 2025; 14:928. [PMID: 40231922 PMCID: PMC11941022 DOI: 10.3390/foods14060928] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/03/2025] [Revised: 03/05/2025] [Accepted: 03/06/2025] [Indexed: 04/16/2025] Open
Abstract
Measuring molecular mobility (Mm) in solid food is challenging due to the rigid and heterogeneous nature of these matrices. The thermodynamic parameter Strength (S) fails to account for molecular displacement distances. This study emphasizes the role of molecular dynamic (MD) simulation in quantifying Mm on amorphous lactose at mimic water activities (aw) at temperatures above the glass transition temperature (Tg), incorporating the S. The results show that coordinating root mean square displacement (RMSD) effectively quantifies Mm across different aw and temperature conditions. Both increased aw and higher temperatures facilitate Mm by expanding free volume and reducing energy barriers for molecular rearrangement, as indicated by the mobility coefficient calculations. This study also emphasizes the importance of system size in interpreting Mm, as larger systems exhibit emergent behaviors that smaller systems cannot capture. The calculated MD relaxation time for 10,000-molecule lactose/water cells at a specific S value was successfully translated to a real timescale of 1.8 × 106 s, consistent with experimental data (1.2 × 106 s). Moreover, water can shift from a plasticizing role to a more stabilizing one, slowing molecular motion and leading to equilibrium clustering. These findings have important implications for understanding the behavior of amorphous lactose in food and pharmaceutical formulations.
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Affiliation(s)
- Fanghui Fan
- Department of Food Science and Engineering, College of Chemistry and Environmental Engineering, Shenzhen University, Shenzhen 518060, China; (F.F.); (H.L.); (Y.X.)
| | - Huan Liu
- Department of Food Science and Engineering, College of Chemistry and Environmental Engineering, Shenzhen University, Shenzhen 518060, China; (F.F.); (H.L.); (Y.X.)
| | - Yier Xu
- Department of Food Science and Engineering, College of Chemistry and Environmental Engineering, Shenzhen University, Shenzhen 518060, China; (F.F.); (H.L.); (Y.X.)
| | - Tian Mou
- School of Biomedical Engineering, Shenzhen University Medical School, Shenzhen University, Shenzhen 518060, China
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Xu H, Hu Z, Hao Z, Deng C, Pi X, Zhang B. Experimental and computational insights into starch pasting as influenced by amino acids with different R-groups. Food Chem 2025; 465:141969. [PMID: 39541686 DOI: 10.1016/j.foodchem.2024.141969] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/02/2024] [Revised: 09/19/2024] [Accepted: 11/06/2024] [Indexed: 11/16/2024]
Abstract
The effects of amino acids with different R-groups, namely glutamic acid (GLU), glutamine (GLN), and theanine (THE), on the pasting and structure properties of corn starch (CS) were investigated. During gelatinization, GLU decreased viscosity of CS. GLN and THE increased pasting enthalpy of CS from 7.62 to 8.72 and 9.50 J/g, respectively. All starch-amino acid systems had higher storage and loss modulus. Amino acids could adhere to starch granule surface. After co-gelatinization, GLU increased short-range order degree of starch, while GLN and THE decreased. Both infrared spectroscopy and quantum computation showed that non-covalent interaction occurred between amino acids and starch. Molecular dynamics revealed that the interaction between GLU and starch weakened hydrogen bonding between starch and water, promoting cross-linking between starch chains. GLN and THE changed dihedral angle torsion of glycoside bonds, and mainly interacted with starch by electrostatic interaction (50.06 kJ/mol) and van der Waals force (50.30 kJ/mol), respectively.
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Affiliation(s)
- Huajian Xu
- Chongqing Key Laboratory of Speciality Food Co-Built by Sichuan and Chongqing, College of Food Science, Southwest University, Chongqing 400715, China
| | - Zhongtao Hu
- Chongqing Key Laboratory of Speciality Food Co-Built by Sichuan and Chongqing, College of Food Science, Southwest University, Chongqing 400715, China
| | - Zongwei Hao
- School of Tea and Food Science & Technology, Anhui Agricultural University, Hefei 230036, China
| | - Changyue Deng
- School of Tea and Food Science & Technology, Anhui Agricultural University, Hefei 230036, China
| | - Xiaowen Pi
- Chongqing Key Laboratory of Speciality Food Co-Built by Sichuan and Chongqing, College of Food Science, Southwest University, Chongqing 400715, China
| | - Binjia Zhang
- Chongqing Key Laboratory of Speciality Food Co-Built by Sichuan and Chongqing, College of Food Science, Southwest University, Chongqing 400715, China.
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3
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Monola J, Koivunotko E, Zini J, Niemelä A, Koivuniemi A, Kröger A, Korhonen O, Valkonen S, Merivaara A, Harjumäki R, Yliperttula M, Kekkonen J. Freeze-drying-induced mutarotation of lactose detected by Raman spectroscopy. Eur J Pharm Biopharm 2024:114534. [PMID: 39427685 DOI: 10.1016/j.ejpb.2024.114534] [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: 07/26/2024] [Revised: 10/01/2024] [Accepted: 10/15/2024] [Indexed: 10/22/2024]
Abstract
Freeze-drying enables delicate, heat-sensitive biomaterials to be stored in a dry form even at room temperature. However, exposure to physicochemical stress induced by freeze-drying presents challenges for maintaining material characteristics and functionality upon reconstitution, for which reason excipients are required. Although wide variety of different excipients are available for pharmaceutical applications, their protective role in the freeze-drying is not yet fully understood. In this study our aim was to use molecular dynamics simulations to screen the properties of different sugars and amino acids, which could be combined with plant-based nanofibrillated cellulose (NFC) hydrogel to provide protective matrix system for future freeze-drying for pharmaceuticals and biologics. The changes in the NFC-based formulations before and after freeze-drying and reconstitution were evaluated using non-invasive Timegate PicoRaman spectroscopy and traditional characterization methods. We continued to the freeze-drying with the NFC hydrogel formulations including lactose with and without glycine, which showed the highest attraction preferences on NFC surface in silico. This formulation enabled successful freeze-drying and subsequent reconstitution with preserved physicochemical and rheological properties. Raman spectroscopy gave us insights of the molecular-level changes during freeze-drying, especially the mutarotation of lactose. This research showed the potential of integrating in silico screening and non-invasive spectroscopical method to design novel biomaterial-based formulations for freeze-drying. The research provided insights of the molecular-level interactions and orientational changes of the excipients, which might be crucial in future freeze-drying applications of pharmaceuticals and biologics.
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Affiliation(s)
- Julia Monola
- Drug Research Program, Division of Pharmaceutical Biosciences, Faculty of Pharmacy, University of Helsinki, 00790 Helsinki, Finland.
| | - Elle Koivunotko
- Drug Research Program, Division of Pharmaceutical Biosciences, Faculty of Pharmacy, University of Helsinki, 00790 Helsinki, Finland
| | - Jacopo Zini
- Drug Research Program, Division of Pharmaceutical Biosciences, Faculty of Pharmacy, University of Helsinki, 00790 Helsinki, Finland; Timegate Instruments Oy, 90590 Oulu, Finland
| | - Akseli Niemelä
- Drug Research Program, Division of Pharmaceutical Biosciences, Faculty of Pharmacy, University of Helsinki, 00790 Helsinki, Finland
| | - Artturi Koivuniemi
- Drug Research Program, Division of Pharmaceutical Biosciences, Faculty of Pharmacy, University of Helsinki, 00790 Helsinki, Finland
| | - Aleksi Kröger
- School of Pharmacy, University of Eastern Finland, 70210 Kuopio, Finland
| | - Ossi Korhonen
- School of Pharmacy, University of Eastern Finland, 70210 Kuopio, Finland
| | - Sami Valkonen
- Drug Research Program, Division of Pharmaceutical Biosciences, Faculty of Pharmacy, University of Helsinki, 00790 Helsinki, Finland; School of Pharmacy, University of Eastern Finland, 70210 Kuopio, Finland
| | - Arto Merivaara
- Drug Research Program, Division of Pharmaceutical Biosciences, Faculty of Pharmacy, University of Helsinki, 00790 Helsinki, Finland; School of Pharmacy, University of Eastern Finland, 70210 Kuopio, Finland
| | - Riina Harjumäki
- Drug Research Program, Division of Pharmaceutical Biosciences, Faculty of Pharmacy, University of Helsinki, 00790 Helsinki, Finland
| | - Marjo Yliperttula
- Drug Research Program, Division of Pharmaceutical Biosciences, Faculty of Pharmacy, University of Helsinki, 00790 Helsinki, Finland
| | - Jere Kekkonen
- Drug Research Program, Division of Pharmaceutical Biosciences, Faculty of Pharmacy, University of Helsinki, 00790 Helsinki, Finland; Timegate Instruments Oy, 90590 Oulu, Finland; School of Pharmacy, University of Eastern Finland, 70210 Kuopio, Finland; Circuits and Systems Research Unit, University of Oulu, 90014 Oulu, Finland
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4
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Wijayasinghe R, Vasiljevic T, Chandrapala J. Unraveling the Influences of Sodium, Potassium, Magnesium, and Calcium on the Crystallization Behavior of Lactose. Foods 2023; 12:4397. [PMID: 38137201 PMCID: PMC10742404 DOI: 10.3390/foods12244397] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/02/2023] [Revised: 11/16/2023] [Accepted: 12/05/2023] [Indexed: 12/24/2023] Open
Abstract
The inability of lactose to properly crystallize due to the presence of high amounts of salts poses significant hurdles for its downstream processing with some dairy waste streams such as acid whey. This study aimed to investigate the physicochemical and thermal behaviors of lactose in the presence of cations commonly present in acid whey. A model-based study was conducted, utilizing various cations (Mg, Ca, K, and Na) at concentrations (8, 30, 38, and 22 mM, respectively) that are typically found in acid whey. The research experiments were conducted using a factorial design. The thermal analysis of concentrated solutions revealed augmentation in the enthalpy of water evaporation in the presence of individual cations and their combinations in comparison with pure lactose (698.4 J/g). The degree of enthalpy increased following the order of Na+ (918.6 J/g), K+ (936.6 J/g), Mg2+ (987.0 J/g), Ca2+ (993.2 J/g), and their mixture (1005.4 J/g). This resulted in a substantial crystal yield decline in the exactly reversed order to that of the enthalpy. The greatest decline was observed in the presence of the salt mixture (63%) followed by Ca (67%) compared with pure lactose (79%). The yield reduction was also inversely related to the solubility of lactose. The presence of divalent cations appeared to play a role in the isomerization of lactose molecules observed using DSC and XRD diffractograms according to the disappearance of peaks related to β lactose. The effect of salts on the crystallization of lactose was a combination of cation-lactose interactions, changes in the solubility of lactose, ion-dipole interactions between water and cations, and changes in the structure of water molecules. By deviating the composition of acid whey, the crystallization of lactose can be enhanced, leading to the improved downstream processing of acid whey.
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Affiliation(s)
- Rangani Wijayasinghe
- Advanced Food Systems Research Unit, Institute of Sustainable Industries & Liveable Cities, College of Health and Biomedicine, Victoria University, Melbourne, VIC 8001, Australia; (R.W.); (T.V.)
| | - Todor Vasiljevic
- Advanced Food Systems Research Unit, Institute of Sustainable Industries & Liveable Cities, College of Health and Biomedicine, Victoria University, Melbourne, VIC 8001, Australia; (R.W.); (T.V.)
| | - Jayani Chandrapala
- Biosciences and Food Technology, School of Science, RMIT University, Melbourne, VIC 3083, Australia
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5
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Zhang J, Li F, Shen S, Yang Z, Ji X, Wang X, Liao X, Zhang Y. More simple, efficient and accurate food research promoted by intermolecular interaction approaches: A review. Food Chem 2023; 416:135726. [PMID: 36893635 DOI: 10.1016/j.foodchem.2023.135726] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/29/2022] [Revised: 02/14/2023] [Accepted: 02/15/2023] [Indexed: 03/09/2023]
Abstract
The investigation of intermolecular interactions has become increasingly important in many studies, mainly by combining different analytical approaches to reveal the molecular mechanisms behind specific experimental phenomena. From spectroscopic analysis to sophisticated molecular simulation techniques like molecular docking, molecular dynamics (MD) simulation, and quantum chemical calculations (QCC), the mechanisms of intermolecular interactions are gradually being characterized more clearly and accurately, leading to revolutionary advances. This article aims to review the progression in the main techniques involving intermolecular interactions in food research and the corresponding experimental results. Finally, we discuss the significant impact that cutting-edge molecular simulation technologies may have on the future of conducting deeper exploration. Applications of molecular simulation technology may revolutionize the food research, making it possible to design new future foods with precise nutrition and desired properties.
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Affiliation(s)
- Jinghao Zhang
- College of Food Science and Nutritional Engineering, China Agricultural University, Beijing 100083, People's Republic of China; National Engineering Research Center for Fruit and Vegetable Processing, Ministry of Science and Technology, Beijing 100083, People's Republic of China; Key Laboratory of Fruits and Vegetables Processing, Ministry of Agriculture and Rural Affairs, Beijing 100083, People's Republic of China; Beijing Key Laboratory of Food Non-Thermal Processing, Beijing 100083, People's Republic of China
| | - Fangwei Li
- College of Food Science and Nutritional Engineering, China Agricultural University, Beijing 100083, People's Republic of China; National Engineering Research Center for Fruit and Vegetable Processing, Ministry of Science and Technology, Beijing 100083, People's Republic of China; Key Laboratory of Fruits and Vegetables Processing, Ministry of Agriculture and Rural Affairs, Beijing 100083, People's Republic of China; Beijing Key Laboratory of Food Non-Thermal Processing, Beijing 100083, People's Republic of China; College of Food Science and Engineering, Ocean University of China, Qingdao 266003, People's Republic of China
| | - Suxia Shen
- College of Food Science and Nutritional Engineering, China Agricultural University, Beijing 100083, People's Republic of China; National Engineering Research Center for Fruit and Vegetable Processing, Ministry of Science and Technology, Beijing 100083, People's Republic of China; Key Laboratory of Fruits and Vegetables Processing, Ministry of Agriculture and Rural Affairs, Beijing 100083, People's Republic of China; Beijing Key Laboratory of Food Non-Thermal Processing, Beijing 100083, People's Republic of China
| | - Zhaotian Yang
- College of Food Science and Nutritional Engineering, China Agricultural University, Beijing 100083, People's Republic of China; National Engineering Research Center for Fruit and Vegetable Processing, Ministry of Science and Technology, Beijing 100083, People's Republic of China; Key Laboratory of Fruits and Vegetables Processing, Ministry of Agriculture and Rural Affairs, Beijing 100083, People's Republic of China; Beijing Key Laboratory of Food Non-Thermal Processing, Beijing 100083, People's Republic of China
| | - Xingyu Ji
- College of Food Science and Nutritional Engineering, China Agricultural University, Beijing 100083, People's Republic of China; National Engineering Research Center for Fruit and Vegetable Processing, Ministry of Science and Technology, Beijing 100083, People's Republic of China; Key Laboratory of Fruits and Vegetables Processing, Ministry of Agriculture and Rural Affairs, Beijing 100083, People's Republic of China; Beijing Key Laboratory of Food Non-Thermal Processing, Beijing 100083, People's Republic of China
| | - Xiao Wang
- College of Food Science and Nutritional Engineering, China Agricultural University, Beijing 100083, People's Republic of China; National Engineering Research Center for Fruit and Vegetable Processing, Ministry of Science and Technology, Beijing 100083, People's Republic of China; Key Laboratory of Fruits and Vegetables Processing, Ministry of Agriculture and Rural Affairs, Beijing 100083, People's Republic of China; Beijing Key Laboratory of Food Non-Thermal Processing, Beijing 100083, People's Republic of China
| | - Xiaojun Liao
- College of Food Science and Nutritional Engineering, China Agricultural University, Beijing 100083, People's Republic of China; National Engineering Research Center for Fruit and Vegetable Processing, Ministry of Science and Technology, Beijing 100083, People's Republic of China; Key Laboratory of Fruits and Vegetables Processing, Ministry of Agriculture and Rural Affairs, Beijing 100083, People's Republic of China; Beijing Key Laboratory of Food Non-Thermal Processing, Beijing 100083, People's Republic of China
| | - Yan Zhang
- College of Food Science and Nutritional Engineering, China Agricultural University, Beijing 100083, People's Republic of China; National Engineering Research Center for Fruit and Vegetable Processing, Ministry of Science and Technology, Beijing 100083, People's Republic of China; Key Laboratory of Fruits and Vegetables Processing, Ministry of Agriculture and Rural Affairs, Beijing 100083, People's Republic of China; Beijing Key Laboratory of Food Non-Thermal Processing, Beijing 100083, People's Republic of China.
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6
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Cui T, Wu X, Mou T, Fan F. Water usability as a descriptive parameter of thermodynamic properties and water mobility in food solids. NPJ Sci Food 2023; 7:30. [PMID: 37316524 DOI: 10.1038/s41538-023-00207-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/12/2022] [Accepted: 06/05/2023] [Indexed: 06/16/2023] Open
Abstract
A classic problem in preservation is the microbes can grow in low-moisture foods. In this paper, the water sorption, and thermodynamic properties of glucose/WPI solid matrices were measured, while their molecular mobility was analyzed and associated with the microbial growth of D. Hansenii at various aw and 30 °C. Although the sorption isotherms, Tg, and relaxation processes of studied matrices were affected by aw and WPI, the microbial growth showed highly dependent on water mobility rather than aw. Hence, we introduced water usability (Uw), derived from the mobility difference between system-involved water and liquid pure water explicating from the classical thermodynamic viewpoint, to describe the dynamic changes of water mobility in glucose/WPI matrices. Despite to aw, the yeast growth rate was enhanced at high Uw matrices concomitantly with a rapid cell doubling time. Therefore, the proposed Uw provides a better understanding of the water relationships of microorganisms in food preservation.
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Affiliation(s)
- Tingting Cui
- Department of Food Science and Engineering, College of Chemistry and Environmental Engineering, Shenzhen University, Shenzhen, Guangdong, China
- Shenzhen Key Laboratory of Food Macromolecules Science and Processing, Shenzhen University, Shenzhen, Guangdong, China
| | - Xukai Wu
- Department of Food Science and Engineering, College of Chemistry and Environmental Engineering, Shenzhen University, Shenzhen, Guangdong, China
| | - Tian Mou
- School of Biomedical Engineering, Health Science Centre, Shenzhen University, Shenzhen, Guangdong, China.
| | - Fanghui Fan
- Department of Food Science and Engineering, College of Chemistry and Environmental Engineering, Shenzhen University, Shenzhen, Guangdong, China.
- Shenzhen Key Laboratory of Food Macromolecules Science and Processing, Shenzhen University, Shenzhen, Guangdong, China.
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7
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Huang Z, Li K, Ma L, Chen F, Hu X, Miao S, Ji J. The effect of Maillard reaction on the lactose crystallization and flavor release in lactose/WPI/inulin encapsulation. Food Chem X 2023; 18:100650. [PMID: 36968314 PMCID: PMC10036888 DOI: 10.1016/j.fochx.2023.100650] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/18/2023] [Revised: 03/15/2023] [Accepted: 03/15/2023] [Indexed: 03/19/2023] Open
Abstract
The crystallization of lactose usually causes the structural collapse and core material escape of flavor encapsulations. The objective of this study was to investigate the effects of different grafting degrees of WPI-inulin Maillard reaction products on the lactose crystallization and the subsequent release behaviors. Ethyl acetate was chosen as the model volatile flavor and the encapsulations were prepared by freeze-drying. The results found that the encapsulation efficiency was significantly increased from 30% to over 80% by using MRPs as wall materials. Those microparticles showed the greater flavor retention and lower moisture adsorption. In addition, the encapsulations produced by the proper Maillard reaction times (e.g., 48 h and 72 h) could effectively delay the lactose crystallization and thus improve the structural stability of the matrix. This innovation finding aims to use the Maillard reaction to control the crystallization behaviors and enhance the usefulness of high-lactose containing products in encapsulation systems.
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8
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Borba A, Gómez-Zavaglia A. Infrared spectroscopy: an underexploited analytical tool for assessing physico-chemical properties of food products and processing. Curr Opin Food Sci 2022. [DOI: 10.1016/j.cofs.2022.100953] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/01/2022]
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9
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Wu Y, Ye H, Fan F. Nonenzymatic Browning of Amorphous Maltose/Whey Protein Isolates Matrix: Effects of Water Sorption and Molecular Mobility. Foods 2022; 11:foods11142128. [PMID: 35885371 PMCID: PMC9324457 DOI: 10.3390/foods11142128] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/06/2022] [Revised: 07/11/2022] [Accepted: 07/12/2022] [Indexed: 11/16/2022] Open
Abstract
Nonenzymatic browning (NEB) reactions often affect the nutritional quality and safety properties of amorphous food solids. Developing a proper approach to control the NEB reaction has been of particular interest in the food industry. An NEB reaction in an amorphous maltose/Whey protein isolates (WPI) matrix containing L-lysine and D-xylose as reactants were studied at ambient temperatures aw ≤ 0.44 and 45~65 °C. The results indicated that the presence of NEB reactants barely disturbed the water sorption behavior of the matrix. The Guggenheim–Anderson–de Boer (GAB) constants and Qst values of the studied samples were affected by storage conditions as the migration of sorbed water among monolayers occurred. The rate of color changes and 5-hydoxymethylfurfural (5-HMF) accumulation on the matrix were accelerated at high ambient temperatures aw, reflecting the extent of NEB reaction increases. Since the strength concept (S) could give a measure of molecular mobility, the extent of the NEB reaction was governed by the molecular mobility of the matrix as the activation energy (Ea) of 5-HMF production minimized at solids with high S values. We found that the S concept had a considerable potential usage in controlling the NEB reaction on amorphous sugar–protein solids. This data set has practical significance in the comprehensive understanding of manipulating the diffusion-limited chemical reactions on low-moisture food solids.
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Affiliation(s)
- Yaowen Wu
- Department of Food Science and Engineering, College of Chemistry and Environmental Engineering, Shenzhen University, Shenzhen 518060, China; (Y.W.); (H.Y.)
| | - Haoxuan Ye
- Department of Food Science and Engineering, College of Chemistry and Environmental Engineering, Shenzhen University, Shenzhen 518060, China; (Y.W.); (H.Y.)
| | - Fanghui Fan
- Department of Food Science and Engineering, College of Chemistry and Environmental Engineering, Shenzhen University, Shenzhen 518060, China; (Y.W.); (H.Y.)
- Institute of Advanced Study, Shenzhen University, Shenzhen 518060, China
- Shenzhen Key Laboratory of Food Macromolecules Science and Processing, Shenzhen University, Shenzhen 518060, China
- Correspondence: ; Tel.: +86-755-26535516
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10
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Meng T, Qiao F, Ma S, Gao T, Li L, Hou Y, Yang J. Exploring the influence factors and improvement strategies of drug polymorphic transformation combined kinetic and thermodynamic perspectives during the formation of nanosuspensions. Drug Dev Ind Pharm 2022; 47:1867-1880. [PMID: 35362347 DOI: 10.1080/03639045.2022.2061988] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/20/2022]
Abstract
Nanosuspensions can effectively increase saturation solubility and improve the bioavailability of poorly water-soluble drugs attributed to high loading and surface-to-volume ratio. Wet media milling has been regarded as a scalable method to prepare nanosuspensions because of its simple operation and easy scale-up. In recent years, besides particle aggregation and Ostwald ripening, polymorphic transformation induced by processing has become a critical factor leading to the instability of nanosuspensions. Therefore, this review aims to discuss the influence factors comprehensively and put forward the corresponding improvement strategies of polymorphic transformation during the formation of nanosuspensions. In addition, this review also demonstrates the implication of molecular simulation in polymorphic transformation. The competition between shear-induced amorphization and thermally activated crystallization is the global mechanism of polymorphic transformation during media milling. The factors affecting the polymorphic transformation and corresponding improvement strategies are summarized from formulation and process parameters perspectives during the formation of nanosuspensions. The development of analytical techniques has promoted the qualitative and quantitative characterization of polymorphic transformation, and some techniques can in-situ monitor dynamic transformation. The microhydrodynamic model can be referenced to study the stress intensities by analyzing formulation and process parameters during wet media milling. Molecular simulation can be used to explore the possible polymorphic transformation based on the crystal structure and energy. This review is helpful to improve the stability of nanosuspensions by regulating polymorphic transformation, providing quality assurance for nanosuspension-based products.
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Affiliation(s)
- Tingting Meng
- Department of Pharmaceutics, School of Pharmacy, Ningxia Medical University, No.1160 Shengli South Street, Yinchuan, 750004, P R China
| | - Fangxia Qiao
- Department of Pharmaceutics, School of Pharmacy, Ningxia Medical University, No.1160 Shengli South Street, Yinchuan, 750004, P R China
| | - Shijie Ma
- Department of Pharmaceutics, School of Pharmacy, Ningxia Medical University, No.1160 Shengli South Street, Yinchuan, 750004, P R China
| | - Ting Gao
- Department of Preparation Center, General Hospital of Ningxia Medical University, No.804 Shengli South Street, Yinchuan, 750004, P. R. China
| | - Li Li
- Department of Pharmaceutics, School of Pharmacy, Ningxia Medical University, No.1160 Shengli South Street, Yinchuan, 750004, P R China
| | - Yanhui Hou
- Department of Pharmaceutics, School of Pharmacy, Ningxia Medical University, No.1160 Shengli South Street, Yinchuan, 750004, P R China
| | - Jianhong Yang
- Department of Pharmaceutics, School of Pharmacy, Ningxia Medical University, No.1160 Shengli South Street, Yinchuan, 750004, P R China
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11
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Ueda H, Hirakawa Y, Miyano T, Imono M, Tse JY, Uchiyama H, Tozuka Y, Kadota K. Design of a Stable Coamorphous System Using Lactose as an Antiplasticizing Agent for Diphenhydramine Hydrochloride with a Low Glass Transition Temperature. Mol Pharm 2022; 19:1209-1218. [PMID: 35316068 DOI: 10.1021/acs.molpharmaceut.2c00057] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Abstract
Coamorphous systems comprising small molecules are emerging as counterparts to polymeric solid dispersions. However, the glass transition temperatures (Tgs) of coamorphous materials are relatively low because of the lack of polymeric carriers with higher Tgs. This study aimed to investigate the applicability of lactose (LAC) as an antiplasticizing coformer to a coamorphous system. Diphenhydramine hydrochloride (DPH) was selected as a model drug (Tg = 16 °C). Differential scanning calorimetry showed a comelting point in addition to a decrease in the neat melting points depending on the composition of the physical mixtures, suggesting that the mixture of DPH-LAC was eutectic. The melting point of the eutectic mixture was calculated according to the Schröder-van Laar equation. The heat of fusion of the eutectic mixture was maximized at a 70:30 molar ratio of DPH to LAC; at this point, the melting peaks of the pure components disappeared. The heat flow profiles following the melting and cooling of DPH-LAC physical mixtures at the ratios from 10:90 to 90:10 showed a single Tg, suggesting the formation of a coamorphous system. Lactose showed a Tg of over 100 °C, and the Tg of DPH increased with the molar ratio of LAC; it was 84 °C at a 10:90 molar ratio of DPH to LAC. The Raman image indicated the formation of a homogeneous dispersion of DPH and LAC in the coamorphous system. Peak shifts in the infrared spectra indicated the presence of intermolecular interactions between the amino group of DPH and the hydroxyl group of LAC. Principal component analysis of the infrared spectra revealed a significant change at the 70:30 molar ratio of DPH to LAC, which was in agreement with the results of the thermal analysis. A stability test at 40 °C revealed rapid crystallization of the supercooled liquid DPH. The coamorphous samples containing 10-50% of LAC remained in an amorphous state for 21 days, and no crystallization was observed for the samples containing >60% of LAC for 28 days. The relatively lower Tg (less than 40 °C) of the coamorphous system containing 10-50% of LAC might have caused crystallization during storage. These findings indicate that LAC, which is a safe and widely used pharmaceutical excipient, can be applied to coamorphous systems as an antiplasticizing coformer.
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Affiliation(s)
- Hiroshi Ueda
- Physical Chemistry, Laboratory for Medicinal Chemistry Research, Shionogi & Co., Ltd., Osaka 561-0825, Japan
| | - Yuya Hirakawa
- Chemical Modality 2, Laboratory for Advanced Medicine Research, Shionogi & Co., Ltd., Osaka 561-0825, Japan
| | - Tetsuya Miyano
- Physical Chemistry, Laboratory for Medicinal Chemistry Research, Shionogi & Co., Ltd., Osaka 561-0825, Japan
| | - Masaaki Imono
- Physical Chemistry, Laboratory for Medicinal Chemistry Research, Shionogi & Co., Ltd., Osaka 561-0825, Japan
| | - Jun Yee Tse
- Department of Formulation Design and Pharmaceutical Technology, Faculty of Pharmacy, Osaka Medical and Pharmaceutical University, Osaka 569-1094, Japan
| | - Hiromasa Uchiyama
- Department of Formulation Design and Pharmaceutical Technology, Faculty of Pharmacy, Osaka Medical and Pharmaceutical University, Osaka 569-1094, Japan
| | - Yuichi Tozuka
- Department of Formulation Design and Pharmaceutical Technology, Faculty of Pharmacy, Osaka Medical and Pharmaceutical University, Osaka 569-1094, Japan
| | - Kazunori Kadota
- Department of Formulation Design and Pharmaceutical Technology, Faculty of Pharmacy, Osaka Medical and Pharmaceutical University, Osaka 569-1094, Japan
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Structural characterization and fluidness analysis of lactose/whey protein isolate composite hydrocolloids as printing materials for 3D printing. Food Res Int 2022; 152:110908. [DOI: 10.1016/j.foodres.2021.110908] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/04/2021] [Revised: 11/27/2021] [Accepted: 12/14/2021] [Indexed: 11/21/2022]
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Jiang T, Yan S, Zhang S, Yin Q, Chen XD, Wu WD. Uniform lactose microspheres with high crystallinity fabricated by micro-fluidic spray drying technology combined with post-treatment process. POWDER TECHNOL 2021. [DOI: 10.1016/j.powtec.2021.07.059] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/02/2023]
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14
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Ren Y, Lin X, Lei T, Sun DW. Recent developments in vibrational spectral analyses for dynamically assessing and monitoring food dehydration processes. Crit Rev Food Sci Nutr 2021; 62:4267-4293. [PMID: 34275402 DOI: 10.1080/10408398.2021.1947773] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/20/2022]
Abstract
Dehydration is one of the most widely used food processing techniques, which is sophisticated in nature. Rapid and accurate prediction of dehydration performance and its effects on product quality is still a difficult task. Traditional analytical methods for evaluating food dehydration processes are laborious, time-consuming and destructive, and they are not suitable for online applications. On the other hand, vibrational spectral techniques coupled with chemometrics have emerged as a rapid and noninvasive tool with excellent potential for online evaluation and control of the dehydration process to improve final dried food quality. In the current review, the fundamental of food dehydration and five types of vibrational spectral techniques, and spectral data processing methods are introduced. Critical overtones bands related to dehydration attributes in the near-infrared (NIR) region and the state-of-the-art applications of vibrational spectral analyses in evaluating food quality attributes as affected by dehydration processes are summarized. Research investigations since 2010 on using vibrational spectral technologies combined with chemometrics to continuously monitor food quality attributes during dehydration processes are also covered in this review.
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Affiliation(s)
- Yuqiao Ren
- Food Refrigeration and Computerized Food Technology (FRCFT), School of Biosystems and Food Engineering, Agriculture & Food Science Centre, University College Dublin (UCD), National University of Ireland, Belfield, Dublin 4, Ireland
| | - Xiaohui Lin
- Food Refrigeration and Computerized Food Technology (FRCFT), School of Biosystems and Food Engineering, Agriculture & Food Science Centre, University College Dublin (UCD), National University of Ireland, Belfield, Dublin 4, Ireland
| | - Tong Lei
- Food Refrigeration and Computerized Food Technology (FRCFT), School of Biosystems and Food Engineering, Agriculture & Food Science Centre, University College Dublin (UCD), National University of Ireland, Belfield, Dublin 4, Ireland
| | - Da-Wen Sun
- Food Refrigeration and Computerized Food Technology (FRCFT), School of Biosystems and Food Engineering, Agriculture & Food Science Centre, University College Dublin (UCD), National University of Ireland, Belfield, Dublin 4, Ireland
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