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Chu JO, Jeong HS, Park JP, Park K, Kim SK, Yi H, Choi CH. Capsule-based colorimetric temperature monitoring system for customizable cold chain management. CHEMICAL ENGINEERING JOURNAL (LAUSANNE, SWITZERLAND : 1996) 2023; 455:140753. [PMID: 36506703 PMCID: PMC9721202 DOI: 10.1016/j.cej.2022.140753] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 08/23/2022] [Revised: 11/08/2022] [Accepted: 11/30/2022] [Indexed: 06/17/2023]
Abstract
The COVID-19 pandemic and the resulting supply chain disruption have rekindled crucial needs for safe storage and transportation of essential items. Despite recent advances, existing temperature monitoring technologies for cold chain management fall short in reliability, cost, and flexibility toward customized cold chain management for various products with different required temperature. In this work, we report a novel capsule-based colorimetric temperature monitoring system with precise and readily tunable temperature ranges. Triple emulsion drop-based microfluidic technique enables rapid production of monodisperse microcapsules with an interstitial phase-change oil (PCO) layer with precise control over its dimension and composition. Liquid-solid phase transition of the PCO layer below its freezing point triggers the release of the encapsulated payload yielding drastic change in color, allowing user-friendly visual monitoring in a highly sensitive manner. Simple tuning of the PCO layer's compositions can further broaden the temperature range in a precisely controlled manner. The proposed simple scheme can readily be formulated to detect both temperature rise in the frozen environment and freeze detection as well as multiple temperature monitoring. Combined, these results support a significant step forward for the development of customizable colorimetric monitoring of a broad range of temperatures with precision.
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Affiliation(s)
- Jin-Ok Chu
- Division of Cosmetic Science and Technology, Daegu Haany University, 1 Haanydaero, Gyeongsan, Gyeongbuk 38610, Republic of Korea
| | - Hye-Seon Jeong
- Division of Cosmetic Science and Technology, Daegu Haany University, 1 Haanydaero, Gyeongsan, Gyeongbuk 38610, Republic of Korea
| | - Jong-Pil Park
- Basic Research Laboratory, Department of Food Science and Technology, Chung-Ang University, 4726, Seodongdaero, Daedeok, Anseong, Gyeonggi 17546, Republic of Korea
| | - Kyeongsoon Park
- Department of Systems Biotechnology, Chung-Ang University, 4726, Seodongdaero, Daedeok, Anseong, Gyeonggi 17546, Republic of Korea
| | - Sun-Ki Kim
- Basic Research Laboratory, Department of Food Science and Technology, Chung-Ang University, 4726, Seodongdaero, Daedeok, Anseong, Gyeonggi 17546, Republic of Korea
| | - Hyunmin Yi
- Department of Chemical and Biological Engineering, Tufts University, Medford, MA 02155, USA
| | - Chang-Hyung Choi
- Division of Cosmetic Science and Technology, Daegu Haany University, 1 Haanydaero, Gyeongsan, Gyeongbuk 38610, Republic of Korea
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2
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Development of a gallic acid based time temperature indicator with adjustable activation energy. Food Control 2023. [DOI: 10.1016/j.foodcont.2022.109396] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/22/2022]
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3
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Siddiqui J, Taheri M, Alam AU, Deen MJ. Nanomaterials in Smart Packaging Applications: A Review. SMALL (WEINHEIM AN DER BERGSTRASSE, GERMANY) 2022; 18:e2101171. [PMID: 34514693 DOI: 10.1002/smll.202101171] [Citation(s) in RCA: 22] [Impact Index Per Article: 7.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/04/2021] [Revised: 06/01/2021] [Indexed: 05/22/2023]
Abstract
Food wastage is a critical and world-wide issue resulting from an excess of food supply, poor food storage, poor marketing, and unstable markets. Since food quality depends on consumer standards, it becomes necessary to monitor the quality to ensure it meets those standards. Embedding sensors with active nanomaterials in food packaging enables customers to monitor the quality of their food in real-time. Though there are many different sensors that can monitor food quality and safety, pH sensors and time-temperature indicators (TTIs) are the most critical metrics in indicating quality. This review showcases some of the recent progress, their importance, preconditions, and the various future needs of pH sensors and TTIs in food packaging for smart sensors in food packaging applications. In discussing these topics, this review includes the materials used to make these sensors, which vary from polymers, metals, metal-oxides, carbon-based materials; and their modes of fabrication, ranging from thin or thick film deposition methods, solution-based chemistry, and electrodeposition. By discussing the use of these materials, novel fabrication process, and problems for the two sensors, this review offers solutions to a brighter future for the use of nanomaterials for pH indicator and TTIs in food packaging applications.
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Affiliation(s)
- Junaid Siddiqui
- Electrical and Computer Engineering (ECE) Department, McMaster University, 1280 Main Street W, Hamilton, Ontario, L8S 4K1, Canada
| | - Mahtab Taheri
- Electrical and Computer Engineering (ECE) Department, McMaster University, 1280 Main Street W, Hamilton, Ontario, L8S 4K1, Canada
| | - Arif Ul Alam
- Electrical and Computer Engineering (ECE) Department, McMaster University, 1280 Main Street W, Hamilton, Ontario, L8S 4K1, Canada
| | - M Jamal Deen
- Electrical and Computer Engineering (ECE) Department, McMaster University, 1280 Main Street W, Hamilton, Ontario, L8S 4K1, Canada
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Romero A, Sharp JL, Dawson PL, Darby D, Cooksey K. Evaluation of two intelligent packaging prototypes with a pH indicator to determine spoilage of cow milk. Food Packag Shelf Life 2021. [DOI: 10.1016/j.fpsl.2021.100720] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/08/2023]
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5
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Lin CX, Hsu HH, Chang YH, Chen SH, Lin SB, Lou SN, Chen HH. Expanding the Applicability of an Innovative Laccase TTI in Intelligent Packaging by Adding an Enzyme Inhibitor to Change Its Coloration Kinetics. Polymers (Basel) 2021; 13:polym13213646. [PMID: 34771203 PMCID: PMC8587941 DOI: 10.3390/polym13213646] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/17/2021] [Revised: 10/18/2021] [Accepted: 10/18/2021] [Indexed: 12/02/2022] Open
Abstract
Enzymatic time–temperature indicators (TTIs) usually suffer from instability and inefficiency in practical use as food quality indicator during storage. The aim of this study was to address the aforementioned problem by immobilizing laccase on electrospun chitosan fibers to increase the stability and minimize the usage of laccase. The addition of NaN3, as and enzyme inhibitor, was intended to extend this laccase TTI coloration rate and activation energy (Ea) range, so as to expand the application range of TTIs for evaluating changes in the quality of foods during storage. A two-component time–temperature indicator was prepared by immobilizing laccase on electrospun chitosan fibers as a TTI film, and by using guaiacol solution as a coloration substrate. The color difference of the innovative laccase TTI was discovered to be <3, and visually indistinguishable when OD500 reached 3.2; the response reaction time was regarded as the TTI’s coloration endpoint. Enzyme immobilization and the addition of NaN3 increased coloration Km and reduced coloration Vmax. The coloration Vmax decreased to 64% when 0.1 mM NaN3 was added to the TTI, which exhibited noncompetitive inhibition and a slower coloration rate. Coloration hysteresis appeared in the TTI with NaN3, particularly at low temperatures. For TTI coloration, the Ea increased to 29.92–66.39 kJ/mol when 15–25 μg/cm2 of laccase was immobilized, and the endpoint increased to 11.0–199.5 h when 0–0.10 mM NaN3 was added. These modifications expanded the applicability of laccase TTIs in intelligent food packaging.
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Affiliation(s)
- Cheng-Xuan Lin
- Department of Food Science, National Ilan University, Shennong Road, Yilan City 26047, Taiwan; (C.-X.L.); (H.-H.H.); (Y.-H.C.); (S.-B.L.); (S.-N.L.)
| | - Hao-Hsin Hsu
- Department of Food Science, National Ilan University, Shennong Road, Yilan City 26047, Taiwan; (C.-X.L.); (H.-H.H.); (Y.-H.C.); (S.-B.L.); (S.-N.L.)
| | - Yu-Hsuan Chang
- Department of Food Science, National Ilan University, Shennong Road, Yilan City 26047, Taiwan; (C.-X.L.); (H.-H.H.); (Y.-H.C.); (S.-B.L.); (S.-N.L.)
| | - Shih-Hsin Chen
- Institute of Food Science and Technology, National Taiwan University, Roosevelt Road, Taipei City 10617, Taiwan;
| | - Shih-Bin Lin
- Department of Food Science, National Ilan University, Shennong Road, Yilan City 26047, Taiwan; (C.-X.L.); (H.-H.H.); (Y.-H.C.); (S.-B.L.); (S.-N.L.)
| | - Shyi-Neng Lou
- Department of Food Science, National Ilan University, Shennong Road, Yilan City 26047, Taiwan; (C.-X.L.); (H.-H.H.); (Y.-H.C.); (S.-B.L.); (S.-N.L.)
| | - Hui-Huang Chen
- Department of Food Science, National Ilan University, Shennong Road, Yilan City 26047, Taiwan; (C.-X.L.); (H.-H.H.); (Y.-H.C.); (S.-B.L.); (S.-N.L.)
- Correspondence: ; Tel.: +886-3-931-7764
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Gao T, Sun DW, Tian Y, Zhu Z. Gold–silver core-shell nanorods based time-temperature indicator for quality monitoring of pasteurized milk in the cold chain. J FOOD ENG 2021. [DOI: 10.1016/j.jfoodeng.2021.110624] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
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7
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Won S, Won K. Self-powered flexible oxygen sensors for intelligent food packaging. Food Packag Shelf Life 2021. [DOI: 10.1016/j.fpsl.2021.100713] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/12/2023]
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8
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Zhang X, Guo M, Ismail BB, He Q, Jin TZ, Liu D. Informative and corrective responsive packaging: Advances in farm-to-fork monitoring and remediation of food quality and safety. Compr Rev Food Sci Food Saf 2021; 20:5258-5282. [PMID: 34318596 DOI: 10.1111/1541-4337.12807] [Citation(s) in RCA: 12] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/19/2021] [Revised: 06/15/2021] [Accepted: 06/17/2021] [Indexed: 11/28/2022]
Abstract
Microbial growth and fluctuations in environmental conditions have been shown to cause microbial contamination and deterioration of food. Thus, it is paramount to develop reliable strategies to effectively prevent the sale and consumption of contaminated or spoiled food. Responsive packaging systems are designed to react to specific stimuli in the food or environment, such as microorganisms or temperature, then implement an informational or corrective response. Informative responsive packaging is aimed at continuously monitoring the changes in food or environmental conditions and conveys this information to the users in real time. Meanwhile, packaging systems with the capacity to control contamination or deterioration are also of great interest. Encouragingly, corrective responsive packaging attempting to mitigate the adverse effects of condition fluctuations on food has been investigated. This packaging exerts its effects through the triggered release of active agents by environmental stimuli. In this review, informative and corrective responsive packaging is conceptualized clearly and concisely. The mechanism and characteristics of each type of packaging are discussed in depth. This review also summarized the latest research progress of responsive packaging and objectively appraised their advantages. Evidently, the mechanism through which packaging systems respond to microbial contamination and associated environmental factors was also highlighted. Moreover, risk concerns, related legislation, and consumer perspective in the application of responsive packaging are discussed as well. Broadly, this comprehensive review covering the latest information on responsive packaging aims to provide a timely reference for scientific research and offer guidance for presenting their applications in food industry.
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Affiliation(s)
- Xinhui Zhang
- 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, Zhejiang International Scientific and Technological Cooperation Base of Health Food Manufacturing and Quality Control, Zhejiang University, Hangzhou, China
| | - Mingming Guo
- 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, Zhejiang International Scientific and Technological Cooperation Base of Health Food Manufacturing and Quality Control, Zhejiang University, Hangzhou, China.,Fuli Institute of Food Science, Zhejiang University, Hangzhou, China.,Ningbo Research Institute, Zhejiang University, Ningbo, China
| | - Balarabe B Ismail
- 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, Zhejiang International Scientific and Technological Cooperation Base of Health Food Manufacturing and Quality Control, Zhejiang University, Hangzhou, China
| | - Qiao He
- 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, Zhejiang International Scientific and Technological Cooperation Base of Health Food Manufacturing and Quality Control, Zhejiang University, Hangzhou, China
| | - Tony Z Jin
- U.S. Department of Agriculture, Agricultural Research Service, Eastern Regional Research Center, Wyndmoor, Pennsylvania, USA
| | - 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, Zhejiang International Scientific and Technological Cooperation Base of Health Food Manufacturing and Quality Control, Zhejiang University, Hangzhou, China.,Fuli Institute of Food Science, Zhejiang University, Hangzhou, China.,Ningbo Research Institute, Zhejiang University, Ningbo, China
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Pandian AT, Chaturvedi S, Chakraborty S. Applications of enzymatic time–temperature indicator (TTI) devices in quality monitoring and shelf-life estimation of food products during storage. JOURNAL OF FOOD MEASUREMENT AND CHARACTERIZATION 2020. [DOI: 10.1007/s11694-020-00730-8] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/24/2022]
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10
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Yang J, Xu Y. Prediction of fruit quality based on the RGB values of time-temperature indicator. J Food Sci 2020; 86:932-941. [PMID: 33174252 DOI: 10.1111/1750-3841.15518] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/02/2020] [Revised: 09/08/2020] [Accepted: 10/06/2020] [Indexed: 11/29/2022]
Abstract
Time-temperature indicators (TTIs) are cost-efficient tools that may be used to predict food quality. In this paper, a diffusion TTI was used to predict fruit quality during storage. Both the color changing characters of TTI and the quality parameters, including weight loss, soluble solids content, vitamin C content, titratable acidity, and antioxidant capacity of three kinds of fruits (kiwifruit, strawberry, and mango), were investigated for storage temperatures (5, 10, 15, and 20 °C). The relationships between the color changing properties and fruit quality parameters have been built based on the activation energy (Ea ). The results showed that the storage temperature and time had significant effects on the color changing of TTI and fruit quality. The RGB value of TTI decreased with time, and the higher the storage temperature, the faster the RGB value reduced. Also, the higher the storage temperature, the faster the fruit quality changed and the poorer they were. Furthermore, all of the differences of Ea between TTI color response and fruit quality change are less than 25 kJ/mol, which indicates that the TTI can be used to predict these fruit quality. Finally, prediction models were built and validated based on the RGB values of TTI. It provides the possibility for low-cost quality monitoring and has more application potential in food quality predicting. PRACTICAL APPLICATION: By monitoring the color change of diffuse time-temperature indicator (TTI) and the quality change of fruit, the feasibility of TTI for fruit quality monitoring was determined and the quality prediction model was established. The diffusion TTI and fruit quality prediction model can realize the monitoring and predicting of fruit quality based on the TTI, which provides a basis for the combination of TTI Quick Response Code and fruit quality monitoring, with a view to achieving fruit quality status by scanning the Quick Response Code of TTI with mobile phones in the future. This method may provide a new solution to monitor the fruit quality during storage and distribution based on visualization technology that can simplify the methods of detecting fruit quality and achieve fast quality detection. It provides the possibility for low-cost quality monitoring and has more application potential in food quality predicting. Further studies on diffusion TTI are needed to develop its application in more field of food and make the diffusion TTI an intelligent mean for food quality monitoring and predicting.
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Affiliation(s)
- Jiamin Yang
- Department of food science and engineering, University of Shanghai for Science and Technology, Shanghai, 200093, China
| | - Yi Xu
- Department of food science and engineering, University of Shanghai for Science and Technology, Shanghai, 200093, China
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11
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Development of a Maillard Reaction–Based Time-Temperature Integrator/indicator (TTI) for Visual Monitoring of Chilled Beef During Long-term Storage and Distribution. FOOD BIOPROCESS TECH 2020. [DOI: 10.1007/s11947-020-02549-z] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/23/2022]
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12
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Mohammadian E, Alizadeh‐Sani M, Jafari SM. Smart monitoring of gas/temperature changes within food packaging based on natural colorants. Compr Rev Food Sci Food Saf 2020; 19:2885-2931. [DOI: 10.1111/1541-4337.12635] [Citation(s) in RCA: 38] [Impact Index Per Article: 7.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/26/2020] [Revised: 07/28/2020] [Accepted: 08/20/2020] [Indexed: 12/28/2022]
Affiliation(s)
- Esmaeil Mohammadian
- Department of Medicinal Chemistry, School of Pharmacy Tehran University of Medical Sciences Tehran Iran
| | - Mahmood Alizadeh‐Sani
- Department of Food Safety and Hygiene, School of Public Health Tehran University of Medical Sciences Tehran Iran
| | - Seid Mahdi Jafari
- Faculty of Food Science & Technology Gorgan University of Agricultural Sciences and Natural Resources Gorgan Iran
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13
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Immobilizing laccase on electrospun chitosan fiber to prepare time-temperature indicator for food quality monitoring. INNOV FOOD SCI EMERG 2020. [DOI: 10.1016/j.ifset.2020.102370] [Citation(s) in RCA: 20] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022]
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14
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Gao T, Tian Y, Zhu Z, Sun DW. Modelling, responses and applications of time-temperature indicators (TTIs) in monitoring fresh food quality. Trends Food Sci Technol 2020. [DOI: 10.1016/j.tifs.2020.02.019] [Citation(s) in RCA: 29] [Impact Index Per Article: 5.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/31/2022]
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15
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Hu B, Li L, Hu Y, Zhao D, Li Y, Yang M, Jia A, Chen S, Li B, Zhang X. Development of a novel Maillard reaction-based time-temperature indicator for monitoring the fluorescent AGE content in reheated foods. RSC Adv 2020; 10:10402-10410. [PMID: 35492920 PMCID: PMC9050394 DOI: 10.1039/d0ra01440k] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/17/2020] [Accepted: 03/03/2020] [Indexed: 11/23/2022] Open
Abstract
Dietary advanced glycation end products (AGEs) are formed via the Maillard reaction in foods, especially in reheated foods, and can cause chronic diseases. In this study, a series of Maillard reaction-based time-temperature indicators (TTIs: TTI-1, TTI-2, and TTI-3) were developed with lysine and xylose for monitoring the dynamic formation of fluorescent AGEs in reheated foods. The discoloration kinetics of Maillard reaction-based TTIs and the dynamics of fluorescent AGE formation were explored. Formulas were derived to illustrate the relationship of the color change in the TTIs with time and temperature. The activation energies (E a values) for generating the TTIs were 96.17, 87.98, and 83.55 kJ mol-1, respectively. TTI-1 was the optimal indicator for instant soy milk powder because it showed the lowest activation energy difference in this study. The results show that this series of Maillard reaction-based TTIs can be used to monitor the AGE contents in various reheated foods.
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Affiliation(s)
- Bei Hu
- School of Food Science and Engineering, Guangdong Province Key Laboratory for Green Processing of Natural Products and Product Safety, South China University of Technology Guangzhou 510640 China +86-20-8711-3252
| | - Lin Li
- School of Food Science and Engineering, Guangdong Province Key Laboratory for Green Processing of Natural Products and Product Safety, South China University of Technology Guangzhou 510640 China +86-20-8711-3252
- School of Chemical Engineering and Energy Technology, Dongguan University of Technology College Road 1 Dongguan 523808 China
| | - Yi Hu
- School of Food Science and Engineering, Guangdong Province Key Laboratory for Green Processing of Natural Products and Product Safety, South China University of Technology Guangzhou 510640 China +86-20-8711-3252
| | - Di Zhao
- School of Food Science and Engineering, Guangdong Province Key Laboratory for Green Processing of Natural Products and Product Safety, South China University of Technology Guangzhou 510640 China +86-20-8711-3252
| | - Yuting Li
- School of Chemical Engineering and Energy Technology, Dongguan University of Technology College Road 1 Dongguan 523808 China
| | - Mingquan Yang
- Guangdong MeiWeiXian Flavoring Foods Ltd. Co. Zhongshan 528437 China
| | - Aijuan Jia
- Guangdong MeiWeiXian Flavoring Foods Ltd. Co. Zhongshan 528437 China
| | - Sui Chen
- Guangdong MeiWeiXian Flavoring Foods Ltd. Co. Zhongshan 528437 China
| | - Bing Li
- School of Food Science and Engineering, Guangdong Province Key Laboratory for Green Processing of Natural Products and Product Safety, South China University of Technology Guangzhou 510640 China +86-20-8711-3252
| | - Xia Zhang
- School of Food Science and Engineering, Guangdong Province Key Laboratory for Green Processing of Natural Products and Product Safety, South China University of Technology Guangzhou 510640 China +86-20-8711-3252
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Jhuang JR, Lin SB, Chen LC, Lou SN, Chen SH, Chen HH. Development of immobilized laccase-based time temperature indicator by electrospinning zein fiber. Food Packag Shelf Life 2020. [DOI: 10.1016/j.fpsl.2019.100436] [Citation(s) in RCA: 27] [Impact Index Per Article: 5.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/22/2023]
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Abstract
The labels currently used on food and beverage products only provide consumers with a rough guide to their expected shelf lives because they assume that a product only experiences a limited range of predefined handling and storage conditions. These static labels do not take into consideration conditions that might shorten a product's shelf life (such as temperature abuse), which can lead to problems associated with food safety and waste. Advances in shelf-life estimation have the potential to improve the safety, reliability, and sustainability of the food supply. Selection of appropriate kinetic models and data-analysis techniques is essential to predict shelf life, to account for variability in environmental conditions, and to allow real-time monitoring. Novel analytical tools to determine safety and quality attributes in situ coupled with modern tracking technologies and appropriate predictive tools have the potential to provide accurate estimations of the remaining shelf life of a food product in real time. This review summarizes the necessary steps to attain a transition from open labeling to real-time shelf-life measurements.
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Affiliation(s)
- Maria G Corradini
- Department of Food Science, University of Massachusetts, Amherst, Massachusetts 01003, USA;
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Janjarasskul T, Suppakul P. Active and intelligent packaging: The indication of quality and safety. Crit Rev Food Sci Nutr 2017; 58:808-831. [DOI: 10.1080/10408398.2016.1225278] [Citation(s) in RCA: 91] [Impact Index Per Article: 11.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/21/2022]
Affiliation(s)
- Theeranun Janjarasskul
- Department of Food Technology, Faculty of Science, Chulalongkorn University, Bangkok, Thailand
| | - Panuwat Suppakul
- Department of Packaging and Materials Technology, Faculty of Agro-Industry, Kasetsart University, Bangkok, Thailand
- Center for Advanced Studies in Agriculture and Food, KU Institute for Advanced Studies (CASAF, NRU-KU), Kasetsart University, Bangkok, Thailand
- Center for Intelligent Agro-Food Packaging (CIFP), College of Life Science and Biotechnology, Dongguk University — Seoul, Seoul, Republic of Korea
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Teixeira Silva F, Sorli B, Calado V, Guillaume C, Gontard N. Feasibility of a Gelatin Temperature Sensor Based on Electrical Capacitance. SENSORS 2016; 16:s16122197. [PMID: 27999415 PMCID: PMC5191176 DOI: 10.3390/s16122197] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 10/10/2016] [Revised: 12/07/2016] [Accepted: 12/09/2016] [Indexed: 11/16/2022]
Abstract
The innovative use of gelatin as a temperature sensor based on capacitance was studied at a temperature range normally used for meat cooking (20–80 °C). Interdigital electrodes coated by gelatin solution and two sensors of different thicknesses (38 and 125 µm) were studied between 300 MHz and 900 MHz. At 38 µm, the capacitance was adequately measured, but for 125 µm the slope capacitance versus temperature curve decreased before 900 MHz due to the electrothermal breakdown between 60 °C and 80 °C. Thus, for 125 µm, the capacitance was studied applying 600 MHz. Sensitivity at 38 µm at 868 MHz (0.045 pF/°C) was lower than 125 µm at 600 MHz (0.14 pF/°C), influencing the results in the simulation (temperature range versus time) of meat cooking; at 125 µm, the sensitivity was greater, mainly during chilling steps. The potential of gelatin as a temperature sensor was demonstrated, and a balance between thickness and frequency should be considered to increase the sensitivity.
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Affiliation(s)
- Fernando Teixeira Silva
- Joint Research Unit Agropolymers Engineering and Emerging Technologies, UMR 1208 INRA/SupAgroM/UMII/CIRAD, 2 Place Pierre Viala, 34060 Montpellier, France.
- Escola de Química, Universidade Federal of Rio de Janeiro, 21941-909 Rio de Janeiro, Brazil.
| | - Brice Sorli
- Institut d'Electronique et des Systèmes, UMR CNRS 5214, Université de Montpellier, 34090 Montpellier, France.
| | - Veronica Calado
- Escola de Química, Universidade Federal of Rio de Janeiro, 21941-909 Rio de Janeiro, Brazil.
| | - Carole Guillaume
- Joint Research Unit Agropolymers Engineering and Emerging Technologies, UMR 1208 INRA/SupAgroM/UMII/CIRAD, 2 Place Pierre Viala, 34060 Montpellier, France.
| | - Nathalie Gontard
- Joint Research Unit Agropolymers Engineering and Emerging Technologies, UMR 1208 INRA/SupAgroM/UMII/CIRAD, 2 Place Pierre Viala, 34060 Montpellier, France.
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