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Alam AU, Rathi P, Beshai H, Sarabha GK, Deen MJ. Fruit Quality Monitoring with Smart Packaging. SENSORS (BASEL, SWITZERLAND) 2021; 21:1509. [PMID: 33671571 PMCID: PMC7926787 DOI: 10.3390/s21041509] [Citation(s) in RCA: 17] [Impact Index Per Article: 5.7] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 12/23/2020] [Revised: 02/16/2021] [Accepted: 02/17/2021] [Indexed: 01/05/2023]
Abstract
Smart packaging of fresh produce is an emerging technology toward reduction of waste and preservation of consumer health and safety. Smart packaging systems also help to prolong the shelf life of perishable foods during transport and mass storage, which are difficult to regulate otherwise. The use of these ever-progressing technologies in the packaging of fruits has the potential to result in many positive consequences, including improved fruit quality, reduced waste, and associated improved public health. In this review, we examine the role of smart packaging in fruit packaging, current-state-of-the-art, challenges, and prospects. First, we discuss the motivation behind fruit quality monitoring and maintenance, followed by the background on the development process of fruits, factors used in determining fruit quality, and the classification of smart packaging technologies. Then, we discuss conventional freshness sensors for packaged fruits including direct and indirect freshness indicators. After that, we provide examples of possible smart packaging systems and sensors that can be used in monitoring fruits quality, followed by several strategies to mitigate premature fruit decay, and active packaging technologies. Finally, we discuss the prospects of smart packaging application for fruit quality monitoring along with the associated challenges and prospects.
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Affiliation(s)
| | | | | | | | - M. Jamal Deen
- Department of Electrical and Computer Engineering, McMaster University, Hamilton, ON L8S 4L8, Canada; (A.U.A.); (P.R.); (H.B.); (G.K.S.)
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Soltani Firouz M, Mohi-Alden K, Omid M. A critical review on intelligent and active packaging in the food industry: Research and development. Food Res Int 2021; 141:110113. [PMID: 33641980 DOI: 10.1016/j.foodres.2021.110113] [Citation(s) in RCA: 111] [Impact Index Per Article: 37.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/11/2020] [Revised: 01/01/2021] [Accepted: 01/03/2021] [Indexed: 12/31/2022]
Abstract
The emergence of many new food products on the market with need of consumers to constantly monitor their quality until consuming, in addition to the necessity for reducing food corruption during preservation time, have led to the development of some modern packaging technologies such as intelligent packaging (IP) and active packaging (AP). The benefits of IP are detecting defects, quality monitoring and tracking the packaged food products to control the storage conditions from the production stage to the consumption stage by using various sensors and indicators such as time-temperature indicators (TTIs), gas indicators, humidity sensors, optical, calorimetric and electrochemical biosensors. While, AP helps to increase the shelf-life of products by using absorbing and diffusion systems for various materials like carbon dioxide, oxygen, and ethanol. However, there are some important issues over these emerging technologies including cost, marketability, consumer acceptance, safety and organoleptic quality of the food and emphatically environmental safety concerns. Therefore, future researches should be conducted to solve these problems and to prompt applications of IP and AP in the food industry. This paper reviews the latest innovations in these advanced packaging technologies and their applications in food industry. The IP systems namely indicators, barcoding techniques, radio frequency identification systems, sensors and biosensor are reviewed and then the latest innovations in AP methods including scavengers, diffusion systems and antimicrobial packaging are reviewed in detail.
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Affiliation(s)
- Mahmoud Soltani Firouz
- Department of Agricultural Machinery Engineering, Faculty of Agricultural Engineering and Technology, University of Tehran, Iran.
| | - Khaled Mohi-Alden
- Department of Agricultural Machinery Engineering, Faculty of Agricultural Engineering and Technology, University of Tehran, Iran; Department of Agricultural Machinery Engineering, Faculty of Mechanical Engineering, University of Aleppo, Syria
| | - Mahmoud Omid
- Department of Agricultural Machinery Engineering, Faculty of Agricultural Engineering and Technology, University of Tehran, Iran.
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He S, Yuan Y, Nag A, Feng S, Afsarimanesh N, Han T, Mukhopadhyay SC, Organ DR. A Review on the Use of Impedimetric Sensors for the Inspection of Food Quality. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2020; 17:E5220. [PMID: 32698330 PMCID: PMC7400391 DOI: 10.3390/ijerph17145220] [Citation(s) in RCA: 12] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 05/21/2020] [Revised: 07/06/2020] [Accepted: 07/16/2020] [Indexed: 01/02/2023]
Abstract
This paper exhibits a thorough review of the use of impedimetric sensors for the analysis of food quality. It helps to understand the contribution of some of the major types of impedimetric sensors that are used for this application. The deployment of impedimetric sensing prototypes has been advantageous due to their wide linear range of responses, detection of the target analyte at low concentrations, good stability, high accuracy and high reproducibility in the results. The choice of these sensors was classified on the basis of structure and the conductive material used to develop them. The first category included the use of nanomaterials such as graphene and metallic nanowires used to form the sensing devices. Different forms of graphene nanoparticles, such as nano-hybrids, nanosheets, and nano-powders, have been largely used to sense biomolecules in the micro-molar range. The use of conductive materials such as gold, copper, tungsten and tin to develop nanowire-based prototypes for the inspection of food quality has also been shown. The second category was based on conventional electromechanical circuits such as electronic noses and other smart systems. Within this sector, the standardized systems, such as electronic noses, and LC circuit -based systems have been explained. Finally, some of the challenges posed by the existing sensors have been listed out, along with an estimate of the increase in the number of sensors employed to assess food quality.
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Affiliation(s)
- Shan He
- School of Chemistry and Chemical Engineering, Guangzhou University, Guangzhou 510006, China; (S.H.); (Y.Y.)
- Flinders Institute of Nanoscale Science and Technology, College of Science and Engineering, Flinders University, Bedford Park, South Australia 5042, Australia
| | - Yang Yuan
- School of Chemistry and Chemical Engineering, Guangzhou University, Guangzhou 510006, China; (S.H.); (Y.Y.)
| | - Anindya Nag
- DGUT-CNAM Institute, Dongguan University of Technology, Dongguan 523000, China; (N.A.); (T.H.)
| | - Shilun Feng
- School of Electrical and Electronic Engineering, Nanyang Technological University, Singapore 639798, Singapore
| | - Nasrin Afsarimanesh
- DGUT-CNAM Institute, Dongguan University of Technology, Dongguan 523000, China; (N.A.); (T.H.)
| | - Tao Han
- DGUT-CNAM Institute, Dongguan University of Technology, Dongguan 523000, China; (N.A.); (T.H.)
| | | | - Dominic Rowan Organ
- Department of Social Sciences, Heriot-Watt University, Edinburgh SC000278, UK;
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Mustafa F, Andreescu S. Chemical and Biological Sensors for Food-Quality Monitoring and Smart Packaging. Foods 2018; 7:E168. [PMID: 30332833 PMCID: PMC6210272 DOI: 10.3390/foods7100168] [Citation(s) in RCA: 77] [Impact Index Per Article: 12.8] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/25/2018] [Revised: 10/06/2018] [Accepted: 10/10/2018] [Indexed: 12/18/2022] Open
Abstract
The growing interest in food quality and safety requires the development of sensitive and reliable methods of analysis as well as technology for freshness preservation and food quality. This review describes the status of chemical and biological sensors for food monitoring and smart packaging. Sensing designs and their analytical features for measuring freshness markers, allergens, pathogens, adulterants and toxicants are discussed with example of applications. Their potential implementation in smart packaging could facilitate food-status monitoring, reduce food waste, extend shelf-life, and improve overall food quality. However, most sensors are still in the development stage and need significant work before implementation in real-world applications. Issues like sensitivity, selectivity, robustness, and safety of the sensing materials due to potential contact or migration in food need to be established. The current development status of these technologies, along with a discussion of the challenges and opportunities for future research, are discussed.
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Affiliation(s)
- Fatima Mustafa
- Department of Chemistry and Biomolecular Science, Clarkson University, Potsdam, NY 13699, USA.
| | - Silvana Andreescu
- Department of Chemistry and Biomolecular Science, Clarkson University, Potsdam, NY 13699, USA.
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Daszczuk A, Dessalegne Y, Drenth I, Hendriks E, Jo E, van Lente T, Oldebesten A, Parrish J, Poljakova W, Purwanto AA, van Raaphorst R, Boonstra M, van Heel A, Herber M, van der Meulen S, Siebring J, Sorg RA, Heinemann M, Kuipers OP, Veening JW. Bacillus subtilis biosensor engineered to assess meat spoilage. ACS Synth Biol 2014; 3:999-1002. [PMID: 25524109 DOI: 10.1021/sb5000252] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Abstract
Here, we developed a cell-based biosensor that can assess meat freshness using the Gram-positive model bacterium Bacillus subtilis as a chassis. Using transcriptome analysis, we identified promoters that are specifically activated by volatiles released from spoiled meat. The most strongly activated promoter was PsboA, which drives expression of the genes required for the bacteriocin subtilosin. Next, we created a novel BioBrick compatible integration plasmid for B. subtilis and cloned PsboA as a BioBrick in front of the gene encoding the chromoprotein amilGFP inside this vector. We show that the newly identified promoter could efficiently drive fluorescent protein production in B. subtilis in response to spoiled meat and thus can be used as a biosensor to detect meat spoilage.
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Affiliation(s)
- Alicja Daszczuk
- iGEM Teaching Program, Team 2012, ‡Molecular Genetics
Group, and §Molecular Systems Biology, Groningen
Biomolecular Sciences and Biotechnology Institute, Centre for Synthetic
Biology, University of Groningen, 9747 AG Groningen, The Netherlands
| | - Yonathan Dessalegne
- iGEM Teaching Program, Team 2012, ‡Molecular Genetics
Group, and §Molecular Systems Biology, Groningen
Biomolecular Sciences and Biotechnology Institute, Centre for Synthetic
Biology, University of Groningen, 9747 AG Groningen, The Netherlands
| | - Ismaêl Drenth
- iGEM Teaching Program, Team 2012, ‡Molecular Genetics
Group, and §Molecular Systems Biology, Groningen
Biomolecular Sciences and Biotechnology Institute, Centre for Synthetic
Biology, University of Groningen, 9747 AG Groningen, The Netherlands
| | - Elbrich Hendriks
- iGEM Teaching Program, Team 2012, ‡Molecular Genetics
Group, and §Molecular Systems Biology, Groningen
Biomolecular Sciences and Biotechnology Institute, Centre for Synthetic
Biology, University of Groningen, 9747 AG Groningen, The Netherlands
| | - Emeraldo Jo
- iGEM Teaching Program, Team 2012, ‡Molecular Genetics
Group, and §Molecular Systems Biology, Groningen
Biomolecular Sciences and Biotechnology Institute, Centre for Synthetic
Biology, University of Groningen, 9747 AG Groningen, The Netherlands
| | - Tom van Lente
- iGEM Teaching Program, Team 2012, ‡Molecular Genetics
Group, and §Molecular Systems Biology, Groningen
Biomolecular Sciences and Biotechnology Institute, Centre for Synthetic
Biology, University of Groningen, 9747 AG Groningen, The Netherlands
| | - Arjan Oldebesten
- iGEM Teaching Program, Team 2012, ‡Molecular Genetics
Group, and §Molecular Systems Biology, Groningen
Biomolecular Sciences and Biotechnology Institute, Centre for Synthetic
Biology, University of Groningen, 9747 AG Groningen, The Netherlands
| | - Jonathon Parrish
- iGEM Teaching Program, Team 2012, ‡Molecular Genetics
Group, and §Molecular Systems Biology, Groningen
Biomolecular Sciences and Biotechnology Institute, Centre for Synthetic
Biology, University of Groningen, 9747 AG Groningen, The Netherlands
| | - Wlada Poljakova
- iGEM Teaching Program, Team 2012, ‡Molecular Genetics
Group, and §Molecular Systems Biology, Groningen
Biomolecular Sciences and Biotechnology Institute, Centre for Synthetic
Biology, University of Groningen, 9747 AG Groningen, The Netherlands
| | - Annisa A. Purwanto
- iGEM Teaching Program, Team 2012, ‡Molecular Genetics
Group, and §Molecular Systems Biology, Groningen
Biomolecular Sciences and Biotechnology Institute, Centre for Synthetic
Biology, University of Groningen, 9747 AG Groningen, The Netherlands
| | - Renske van Raaphorst
- iGEM Teaching Program, Team 2012, ‡Molecular Genetics
Group, and §Molecular Systems Biology, Groningen
Biomolecular Sciences and Biotechnology Institute, Centre for Synthetic
Biology, University of Groningen, 9747 AG Groningen, The Netherlands
| | - Mirjam Boonstra
- iGEM Teaching Program, Team 2012, ‡Molecular Genetics
Group, and §Molecular Systems Biology, Groningen
Biomolecular Sciences and Biotechnology Institute, Centre for Synthetic
Biology, University of Groningen, 9747 AG Groningen, The Netherlands
| | - Auke van Heel
- iGEM Teaching Program, Team 2012, ‡Molecular Genetics
Group, and §Molecular Systems Biology, Groningen
Biomolecular Sciences and Biotechnology Institute, Centre for Synthetic
Biology, University of Groningen, 9747 AG Groningen, The Netherlands
| | - Martijn Herber
- iGEM Teaching Program, Team 2012, ‡Molecular Genetics
Group, and §Molecular Systems Biology, Groningen
Biomolecular Sciences and Biotechnology Institute, Centre for Synthetic
Biology, University of Groningen, 9747 AG Groningen, The Netherlands
| | - Sjoerd van der Meulen
- iGEM Teaching Program, Team 2012, ‡Molecular Genetics
Group, and §Molecular Systems Biology, Groningen
Biomolecular Sciences and Biotechnology Institute, Centre for Synthetic
Biology, University of Groningen, 9747 AG Groningen, The Netherlands
| | - Jeroen Siebring
- iGEM Teaching Program, Team 2012, ‡Molecular Genetics
Group, and §Molecular Systems Biology, Groningen
Biomolecular Sciences and Biotechnology Institute, Centre for Synthetic
Biology, University of Groningen, 9747 AG Groningen, The Netherlands
| | - Robin A. Sorg
- iGEM Teaching Program, Team 2012, ‡Molecular Genetics
Group, and §Molecular Systems Biology, Groningen
Biomolecular Sciences and Biotechnology Institute, Centre for Synthetic
Biology, University of Groningen, 9747 AG Groningen, The Netherlands
| | - Matthias Heinemann
- iGEM Teaching Program, Team 2012, ‡Molecular Genetics
Group, and §Molecular Systems Biology, Groningen
Biomolecular Sciences and Biotechnology Institute, Centre for Synthetic
Biology, University of Groningen, 9747 AG Groningen, The Netherlands
| | - Oscar P. Kuipers
- iGEM Teaching Program, Team 2012, ‡Molecular Genetics
Group, and §Molecular Systems Biology, Groningen
Biomolecular Sciences and Biotechnology Institute, Centre for Synthetic
Biology, University of Groningen, 9747 AG Groningen, The Netherlands
| | - Jan-Willem Veening
- iGEM Teaching Program, Team 2012, ‡Molecular Genetics
Group, and §Molecular Systems Biology, Groningen
Biomolecular Sciences and Biotechnology Institute, Centre for Synthetic
Biology, University of Groningen, 9747 AG Groningen, The Netherlands
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