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Thakur P, Anika, Suhag R, Dhiman A, Kumar S. Insights into the current status of bioactive value, postharvest processing opportunities and value addition of black carrot. Food Sci Biotechnol 2024; 33:721-747. [PMID: 38371691 PMCID: PMC10866833 DOI: 10.1007/s10068-023-01436-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/16/2023] [Revised: 09/02/2023] [Accepted: 09/11/2023] [Indexed: 02/20/2024] Open
Abstract
Black carrots are a type of carrot that is naturally dark purple or black in color. They are a good source of antioxidants, vitamins, and minerals, and have been shown to have several health benefits, including reducing the risk of cancer, heart disease, and diabetes. This review article discusses the bioactive compounds present in black carrot, including anthocyanins, phenolic acids, carotenoids, and organic acids and sugars. It also compares the bioactive compounds and antioxidant capacity of black carrot with other carrot varieties. Furthermore, it discusses various postharvest processing methods, both conventional and novel, such as encapsulation, drying, and microbial decontamination, highlighting their effects on preserving and stabilizing the bioactive compounds. The review also emphasizes the incorporation of black carrot into different food products, including dairy items, beverages, and baked goods, and their impact on nutritional enhancement. The article provides knowledge on utilizing black carrot for improved nutritional and functional outcomes.
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Affiliation(s)
- Priyanka Thakur
- Department of Food Science and Technology, Dr. Yashwant Singh Parmar University of Horticulture and Forestry, Solan, Himachal Pradesh India
| | - Anika
- Department of Food Science and Technology, Dr. Yashwant Singh Parmar University of Horticulture and Forestry, Solan, Himachal Pradesh India
| | - Rajat Suhag
- Faculty of Science and Technology, Free University of Bozen-Bolzano, Bolzano, Italy
| | - Atul Dhiman
- Department of Food Science and Technology, Dr. Yashwant Singh Parmar University of Horticulture and Forestry, Solan, Himachal Pradesh India
| | - Satish Kumar
- Department of Food Science and Technology, Dr. Yashwant Singh Parmar University of Horticulture and Forestry, Solan, Himachal Pradesh India
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2
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Meghwal M, Lekhwar C, Kumar Y, Kumar V, Suhag R, Prabhakar PK. Modulation of Physical and Thermal Properties in Wild Banana ( Musa balbisiana Colla) Seed Powder by Moisture Variations. Int J Food Sci 2024; 2024:8846365. [PMID: 38433768 PMCID: PMC10904682 DOI: 10.1155/2024/8846365] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 09/13/2023] [Revised: 01/19/2024] [Accepted: 02/05/2024] [Indexed: 03/05/2024]
Abstract
Engineering and flow properties of banana seed powder as a function of moisture content are important for processing, handling, packaging, and transport processes. The bulk density, tapped density, and porosity increased from 377.37 to 427.36 kg m-3, 622.08 to 746.33 kg m-3, and 38.99-43.74%, respectively, within the increasing moisture content range. The Hausner ratio (Hr) and Carr's compressibility index (CI) significantly (p < 0.05) increased with an increase in moisture content (6.16-19.56% db) of banana seed powder, whereas HR fell in the range of 1.4-2.0, indicating cohesive characteristics of banana seed powder. The angle of repose, angle of spatula, and angle of fall exhibited a linear increase, ranging from 40.6° to 49°, 33.4° to 39.4°, and 35.6° to 42.6°, respectively, with increasing moisture content. The static coefficient of friction was found to be highest for aluminium and glass surfaces and least for stainless steel. The water activity and swelling power of banana seed powder showed a significant increase, while the solubility and oil absorption capacity exhibited a significant decrease within the range of increasing moisture content. The thermal characteristics of wild banana seed powder, such as thermal conductivity (0.16 to 0.20 Wm-1 K-1) and volumetric specific heat (0.58 to 0.99 MJm-3 K-1), demonstrated an increasing trend as the moisture content increased. However, the thermal diffusivity showed a decrease from 0.31 to 0.19 (×10-6 m2s-1) with the increase in moisture content.
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Affiliation(s)
- Murlidhar Meghwal
- Department of Food Science and Technology, National Institute of Food Technology Entrepreneurships and Management, Sonipat 131028, Haryana, India
| | - Chitra Lekhwar
- Department of Food Science and Technology, National Institute of Food Technology Entrepreneurships and Management, Sonipat 131028, Haryana, India
| | - Yogesh Kumar
- Department of Agricultural and Food Sciences, University of Bologna, Piazza Goidanich 60, 47521 Cesena, Italy
| | - Vivek Kumar
- Department of Food Science and Technology, National Institute of Food Technology Entrepreneurships and Management, Sonipat 131028, Haryana, India
| | - Rajat Suhag
- Faculty of Agricultural, Environmental and Food Sciences, Free University of Bolzano, Piazza Università, 1, Bolzano 39100, Italy
| | - Pramod K. Prabhakar
- Department of Food Science and Technology, National Institute of Food Technology Entrepreneurships and Management, Sonipat 131028, Haryana, India
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3
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Suhag R, Ferrentino G, Morozova K, Zatelli D, Scampicchio M, Amorati R. Antioxidant efficiency and oxidizability of mayonnaise by oximetry and isothermal calorimetry. Food Chem 2024; 433:137274. [PMID: 37666126 DOI: 10.1016/j.foodchem.2023.137274] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/03/2023] [Revised: 08/21/2023] [Accepted: 08/22/2023] [Indexed: 09/06/2023]
Abstract
This study aimed to introduce a new method based on isothermal calorimetry (IC) for measuring the autoxidation rate in mayonnaise samples. Mayonnaise samples were prepared by homogenizing an aqueous phase, consisting of vinegar and egg yolk, with various oil phases, including sunflower, corn, extra virgin olive, grape seed, and apple seed oils at 60 °C. The rate of free radical formation (Ri) was controlled by adding AIBN (Ri = 4.4±0.1×10-9 M/s). The autoxidation rate determined by IC was highly correlated with the one measured using the oxygen uptake method (R2 = 0.99). The IC method accurately indicated the antioxidant capacity and rates of both inhibited and uninhibited periods, together with the oxidizability of mayonnaise samples. The mayonnaise made with extra virgin olive oil exhibited the lowest oxidizability, while sunflower oil showed maximum antioxidant efficiency. A significant advantage of the IC method was its ability to simultaneously measure up to 24 samples with minimal effort.
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Affiliation(s)
- Rajat Suhag
- Faculty of Agricultural, Environmental and Food Sciences, Free University of Bolzano, Piazza Università, 1, Bolzano 39100, Italy
| | - Giovanna Ferrentino
- Faculty of Agricultural, Environmental and Food Sciences, Free University of Bolzano, Piazza Università, 1, Bolzano 39100, Italy
| | - Ksenia Morozova
- Faculty of Agricultural, Environmental and Food Sciences, Free University of Bolzano, Piazza Università, 1, Bolzano 39100, Italy
| | | | - Matteo Scampicchio
- Faculty of Agricultural, Environmental and Food Sciences, Free University of Bolzano, Piazza Università, 1, Bolzano 39100, Italy.
| | - Riccardo Amorati
- Department of Chemistry "G. Ciamician", University of Bologna, Via S. Giacomo 11, Bologna I-40126, Italy
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Suhag R, Dhiman A. α-tending emulsifiers, microencapsulated improver powder and bakery applications. J Food Sci Technol 2024; 61:39-52. [PMID: 38192712 PMCID: PMC10771408 DOI: 10.1007/s13197-022-05644-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Revised: 11/01/2022] [Accepted: 11/21/2022] [Indexed: 12/03/2022]
Abstract
To date majority of bakery products are manufactured using emulsifiers in paste or gel form that restricts and causes many problems of storage, processing, and handling at the commercial level. Therefore, new developments are required to resolve the issues of the bakery industry. This review discusses the importance of α-tending emulsifiers in the bakery industry and the action of the α-form to produce superior quality products. Further, to produce desired results α-form of emulsifiers blend should be stable and functional at different operating and storage conditions. Emulsifiers in gel or paste form do not maintain the active α-gel phase over a longer storage period. Using emulsifiers blend in powder form can be a solution to all the mentioned difficulties. With the development of new technologies like spray drying and encapsulation has opened new doors to utilize emulsifiers blend in powder form. Few manufactures have tapped this opportunity and have developed improver powder that offers superior quality products as well as processing, storage, and handling benefits and is easy to use. Improver powder maintains its active and functional α-form when stored at ambient temperature. This development also increases the scope of dry premixes in the market and consumers can make products of their choice in the kitchen with minimal effort.
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Affiliation(s)
- Rajat Suhag
- Faculty of Science and Technology, Free University of Bozen-Bolzano, Piazza Università 5, 39100 Bolzano, Italy
| | - Atul Dhiman
- Department of Food Science and Technology, Dr. Y S Parmar University of Horticulture and Forestry, Solan, Himachal Pradesh 173230 India
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5
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Thakur D, Singh A, Suhag R, Dhiman A, Chauhan DS. Oleogelation based on plant waxes: characterization and food applications. J Food Sci Technol 2023; 60:2927-2944. [PMID: 37786600 PMCID: PMC10542040 DOI: 10.1007/s13197-023-05786-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Revised: 04/27/2023] [Accepted: 06/01/2023] [Indexed: 10/04/2023]
Abstract
Fats contribute majorly to food flavour, mouthfeel, palatability, texture, and aroma. Though solid fats are used for food formulation due to the processing benefits over oils, their negative health effects should not be overlooked. Oleogelation is thus used to transform liquid oil into a gel which function like fats and provide the nutritional benefits of oils. Additionally, only food-grade gelators convert the oils into solid-like, self-standing, three-dimensional gel networks. Rice bran wax, candelilla wax, carnauba wax, and sunflower wax are mainly used plant waxes for formulating oleogels as a result of their low cost, availability, and excellent gelling ability. A comprehensive information about the wax based oleogels, their characteristics and applications is needed. The present review discusses the effect of different plant-based waxes on the properties of the oleogel formed. The article provides information on how the physical and chemical properties of waxes impact the oleogel properties such as oil binding capacity, critical concentration, rheological, thermal, textural, morphological, and oxidative stability. Moreover, the current and potential applications of oleogels in the food sector have also been covered this article.
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Affiliation(s)
- Dhruv Thakur
- Department of Food Science and Technology, National Institute of Food Technology Entrepreneurship and Management, Sonipat, Haryana 131028 India
| | - Anurag Singh
- Department of Food Technology, Harcourt Butler Technical University, Nawabganj, Kanpur, Uttar Pradesh 208002 India
| | - Rajat Suhag
- Faculty of Agricultural, Environmental and Food Sciences, Free University of Bozen-Bolzano, Piazza Università 1, 39100 Bolzano, Italy
| | - Atul Dhiman
- Department of Food Science and Technology, Dr. Yashwant Singh Parmar University of Horticulture and Forestry, Solan, Himachal Pradesh India
| | - Divya Singh Chauhan
- Department of Food Technology, Raja Balwant Singh Engineering Technical Campus, Agra, Uttar Pradesh 283105 India
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6
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Dhiman A, Thakur K, Parmar V, Sharma S, Sharma R, Kaur G, Singh B, Suhag R. New insights into tailoring physicochemical and techno-functional properties of plant proteins using conventional and emerging technologies. Food Measure 2023. [DOI: 10.1007/s11694-023-01919-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 04/03/2023]
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Srikanth KS, Sharanagat VS, Kumar Y, Singh L, Suhag R, Thakur D, Tripathy A. Influence of convective hot air drying on physico-functional, thermo-pasting and antioxidant properties of elephant foot yam powder ( Amorphophallus paeoniifolius). J Food Sci Technol 2023; 60:879-888. [PMID: 36908345 PMCID: PMC9998812 DOI: 10.1007/s13197-021-05015-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Revised: 12/22/2020] [Accepted: 01/29/2021] [Indexed: 10/22/2022]
Abstract
The present study focused on the effect of different drying temperatures (40, 50, 60 and 70 °C) and combination of pre-treatments: potassium metabisulphite (KMS), potassium metabisulphite + Citric acid + blanching (KCB)] on functional, thermo-pasting and antioxidant properties of elephant foot yam (EFY) powder. Drying temperature and pretreatment reduces the water and oil absorption capacity, and the highest values were 2.34 g/g and 1.19 g/g for drying at 40 °C for the untreated sample, respectively. KMS pretreatment enhanced the bulk density, foaming capacity, emulsion capacity, and emulsion stability with an increase in drying temperature. Pasting temperature and viscosity decreased with an increase in drying temperature, and the maximum was observed at 40 °C for KMS pretreatment. Blanching increases the gelatinization temperature resulting in higher mid-and end-temperatures for KCB pretreatment. The antioxidant properties decreased with an increase in the drying temperature and were found to be minimal in the case of KCB treated samples.
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Affiliation(s)
- K. S. Srikanth
- Department of Food Engineering, NIFTEM, Kundli, Sonepat, Haryana 131028 India
| | | | - Yogesh Kumar
- Department of Food Engineering, NIFTEM, Kundli, Sonepat, Haryana 131028 India
| | - Lochan Singh
- Department of Agriculture and Environmental Sciences, NIFTEM, Kundli, Sonepat, Haryana India
| | - Rajat Suhag
- Department of Food Science and Technology, NIFTEM, Kundli, Sonepat, Haryana India
| | - Dhruv Thakur
- Department of Food Science and Technology, NIFTEM, Kundli, Sonepat, Haryana India
| | - Ashutosh Tripathy
- Department of Food Engineering, NIFTEM, Kundli, Sonepat, Haryana 131028 India
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8
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Kumar M, Hasan M, Sharma A, Suhag R, Maheshwari C, Radha, Chandran D, Sharma K, Dhumal S, Senapathy M, Natarajan K, Punniyamoorthy S, Mohankumar P, Dey A, Deshmukh V, Anitha T, Balamurugan V, Pandiselvam R, Lorenzo JM, Kennedy JF. Tinospora cordifolia (Willd.) Hook.f. & Thomson polysaccharides: A review on extraction, characterization, and bioactivities. Int J Biol Macromol 2023; 229:463-475. [PMID: 36563821 DOI: 10.1016/j.ijbiomac.2022.12.181] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/09/2022] [Revised: 12/05/2022] [Accepted: 12/16/2022] [Indexed: 12/24/2022]
Abstract
Human awareness of the need for health and wellness practices that enhance disease resilience has increased as a result of recent health risks. Plant-derived polysaccharides with biological activity are good candidates to fight diseases because of their low toxicity. Tinospora cordifolia (Willd.) Hook.f. & Thomson polysaccharides extract from different plant parts have been reported to possess significant biological activity such as anti-oxidant, anti-cancer, immunomodulatory, anti-diabetic, radioprotective and hepatoprotective. Several extraction and purification techniques have been used to isolate and characterize T. cordifolia polysaccharides. Along with hot-water extraction (HWE), other novel techniques like microwave-assisted extraction (MAE), ultrasound-assisted extraction (UAE), pulsed electric field (PEF), supercritical-fluid extraction (SFE), and enzyme-assisted extraction (EAE) are used to extract T cordifolia polysaccharides. SFE is a revolutionary technology that gives the best yield and purity of low-molecular-weight polysaccharides. According to the findings, polysaccharides extracted and purified from T. cordifolia have a significant impact on their structure and biological activity. As a result, the methods of extraction, structural characterization, and biological activity of T. cordifolia polysaccharides are covered in this review. Research on T. cordifolia polysaccharides and their potential applications will benefit greatly from the findings presented in this review.
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Affiliation(s)
- Manoj Kumar
- Chemical and Biochemical Processing Division, ICAR-Central Institute for Research on Cotton Technology, Mumbai 400019, India; Department of Biology, East Carolina University, Greenville 27858, USA.
| | - Muzaffar Hasan
- Agro Produce Processing Division, ICAR-Central Institute of Agricultural Engineering, Bhopal 462038, India
| | - Anshu Sharma
- Department of Food Science and Technology, Dr. Y.S. Parmar University of Horticulture and Forestry, Nauni 173230, India
| | - Rajat Suhag
- National Institute of Food Technology Entrepreneurship and Management, Sonipat 131028, Haryana, India
| | - Chirag Maheshwari
- Division of Biochemistry, ICAR-Indian Agricultural Research Institute, New Delhi 12, India
| | - Radha
- School of Biological and Environmental Sciences, Shoolini University of Biotechnology and Management Sciences, Solan 173229, India.
| | - Deepak Chandran
- Department of Veterinary Sciences and Animal Husbandry, Amrita School of Agricultural Sciences, Amrita Vishwa Vidyapeetham University, Coimbatore 642109, India
| | - Kanika Sharma
- Chemical and Biochemical Processing Division, ICAR-Central Institute for Research on Cotton Technology, Mumbai 400019, India.
| | - Sangram Dhumal
- Division of Horticulture, RCSM College of Agriculture, Kolhapur 416004, India
| | - Marisennayya Senapathy
- Department of Rural Development and Agricultural Extension, College of Agriculture, Wolaita Sodo University, Wolaita Sodo, SNNPR, Ethiopia
| | - Krishnaprabu Natarajan
- Department of Agronomy, VIT School of Agricultural Innovations and Advanced Learning, VIT University, Vellore 632014, India
| | - Sheela Punniyamoorthy
- Department of Food Science and Technology, SRM College of Agricultural Sciences, SRMIST-Vendhar Nagar, Baburayanpettai, Chengalpet 603201, India
| | - Pran Mohankumar
- School of Agricultural Sciences, Karunya Institute of Technology and Sciences, Coimbatore 641114, India
| | - Abhijit Dey
- Department of Life Sciences, Presidency University, Kolkata, West Bengal 700073, India
| | - Vishal Deshmukh
- Bharati Vidyapeeth (Deemed to be University), Yashwantrao Mohite Institute of Management, Karad, India
| | - T Anitha
- Department of Postharvest Technology, Horticultural College and Research Institute, Tamil Nadu Agricultural University, Periyakulam 625604, India
| | - V Balamurugan
- Department of Agricultural Economics, Agricultural College and Research Institute, Tamil Nadu Agricultural University, Madurai, India
| | - Ravi Pandiselvam
- Division of Physiology, Biochemistry and Post-Harvest Technology, ICAR-Central Plantation Crops Research Institute (CPCRI), Kasaragod, Kerala 671124, India
| | - Jose M Lorenzo
- Centro Tecnológico de la Carne de Galicia, rúa Galicia n° 4, Parque Tecnológico de Galicia, San Cibrao das Viñas 32900, Ourense, Spain; Área de Tecnología de los Alimentos, Facultad de Ciencias de Ourense, Universidad de Vigo, 32004 Ourense, Spain
| | - John F Kennedy
- Chembiotech Laboratories, Advanced Science and Technology Institute, Kyrewood House, Tenbury Wells, Worcs WR15 8FF, UK
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Kumar Y, Shelke AR, Kumar V, Suhag R, Batta K, Gupta P, Prabhakar PK, Meghwal M. Moisture dependent engineering properties of
Musa balbisiana
seeds. J FOOD PROCESS ENG 2023. [DOI: 10.1111/jfpe.14309] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 03/02/2023]
Affiliation(s)
- Yogesh Kumar
- Department of Agricultural and Food Sciences University of Bologna Cesena FC Italy
| | - Abhishek Ratan Shelke
- Department of Food Science and Technology National Institute of Food Technology Entrepreneurships and Management Kundli Sonipat Haryana India
| | - Vivek Kumar
- Department of Food Science and Technology National Institute of Food Technology Entrepreneurships and Management Kundli Sonipat Haryana India
| | - Rajat Suhag
- Faculty of Science and Technology Free University of Bozen‐Bolzano Bolzano Italy
| | - Kajol Batta
- Food Technology Department ITM University Gwalior Madhya Pradesh India
| | - Prapti Gupta
- IGNOU Study Centre NIFTEM Kundli, RC Karnal New Delhi India
| | - Pramod K. Prabhakar
- Department of Food Science and Technology National Institute of Food Technology Entrepreneurships and Management Kundli Sonipat Haryana India
| | - Murlidhar Meghwal
- Department of Food Science and Technology National Institute of Food Technology Entrepreneurships and Management Kundli Sonipat Haryana India
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10
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Kumar P, Gupta A, Mahato DK, Pandhi S, Pandey AK, Kargwal R, Mishra S, Suhag R, Sharma N, Saurabh V, Paul V, Kumar M, Selvakumar R, Gamlath S, Kamle M, Enshasy HAE, Mokhtar JA, Harakeh S. Aflatoxins in Cereals and Cereal-Based Products: Occurrence, Toxicity, Impact on Human Health, and Their Detoxification and Management Strategies. Toxins (Basel) 2022; 14:toxins14100687. [PMID: 36287956 PMCID: PMC9609140 DOI: 10.3390/toxins14100687] [Citation(s) in RCA: 8] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/29/2022] [Revised: 09/27/2022] [Accepted: 09/28/2022] [Indexed: 11/08/2022] Open
Abstract
Cereals and cereal-based products are primary sources of nutrition across the world. However, contamination of these foods with aflatoxins (AFs), secondary metabolites produced by several fungal species, has raised serious concerns. AF generation in innate substrates is influenced by several parameters, including the substrate type, fungus species, moisture content, minerals, humidity, temperature, and physical injury to the kernels. Consumption of AF-contaminated cereals and cereal-based products can lead to both acute and chronic health issues related to physical and mental maturity, reproduction, and the nervous system. Therefore, the precise detection methods, detoxification, and management strategies of AFs in cereal and cereal-based products are crucial for food safety as well as consumer health. Hence, this review provides a brief overview of the occurrence, chemical characteristics, biosynthetic processes, health hazards, and detection techniques of AFs, along with a focus on detoxification and management strategies that could be implemented for food safety and security.
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Affiliation(s)
- Pradeep Kumar
- Department of Botany, University of Lucknow, Lucknow 226007, India
- Applied Microbiology Laboratory, Department of Forestry, North Eastern Regional Institute of Science and Technology, Nirjuli 791109, India
- Correspondence: (P.K.); (D.K.M.)
| | - Akansha Gupta
- Department of Dairy Science and Food Technology, Institute of Agricultural Sciences, Banaras Hindu University, Varanasi 221005, India
- CASS Food Research Centre, School of Exercise and Nutrition Sciences, Deakin University, Burwood, VIC 3125, Australia
| | - Dipendra Kumar Mahato
- CASS Food Research Centre, School of Exercise and Nutrition Sciences, Deakin University, Burwood, VIC 3125, Australia
- Correspondence: (P.K.); (D.K.M.)
| | - Shikha Pandhi
- Department of Dairy Science and Food Technology, Institute of Agricultural Sciences, Banaras Hindu University, Varanasi 221005, India
| | - Arun Kumar Pandey
- MMICT&BM(HM), Maharishi Markandeshwar (Deemed to be University), Mullana, Ambala 133207, India
| | - Raveena Kargwal
- Department of Processing and Food Engineering, College of Agricultural Engineering and Technology, Chaudhary Charan Singh Haryana Agricultural University, Hisar 125004, India
| | - Sadhna Mishra
- Department of Dairy Science and Food Technology, Institute of Agricultural Sciences, Banaras Hindu University, Varanasi 221005, India
- Faculty of Agricultural Sciences, GLA University, Mathura 281406, India
| | - Rajat Suhag
- Faculty of Science and Technology, Free University of Bozen-Bolzano, Piazza Università 5, 39100 Bolzano, Italy
| | - Nitya Sharma
- Food and Bioprocess Engineering Laboratory, Centre for Rural Development and Technology, Indian Institute of Technology Delhi, New Delhi 110016, India
| | - Vivek Saurabh
- Division of Food Science and Postharvest Technology, ICAR—Indian Agricultural Research Institute, New Delhi 110012, India
| | - Veena Paul
- Department of Dairy Science and Food Technology, Institute of Agricultural Sciences, Banaras Hindu University, Varanasi 221005, India
| | - Manoj Kumar
- Chemical and Biochemical Processing Division, ICAR—Central Institute for Research on Cotton Technology, Mumbai 400019, India
| | - Raman Selvakumar
- Centre for Protected Cultivation Technology, ICAR-Indian Agricultural Research Institute, Pusa Campus, New Delhi 110012, India
| | - Shirani Gamlath
- CASS Food Research Centre, School of Exercise and Nutrition Sciences, Deakin University, Burwood, VIC 3125, Australia
| | - Madhu Kamle
- Applied Microbiology Laboratory, Department of Forestry, North Eastern Regional Institute of Science and Technology, Nirjuli 791109, India
| | - Hesham Ali El Enshasy
- Institute of Bioproduct Development, Universiti Teknologi Malaysia (UTM), Skudai 81310, Malaysia
- City of Scientific Research and Technology Applications, New Burg Al Arab, Alexandria 21934, Egypt
| | - Jawahir A. Mokhtar
- Department of Medical Microbiology and Parasitology, Faculty of Medicine, King Abdulaziz University Hospital, Jeddah 21589, Saudi Arabia
- Vaccines and Immunotherapy Unit, King Fahad Medical Research Center, King Abdulaziz University, Jeddah 21589, Saudi Arabia
| | - Steve Harakeh
- King Fahd Medical Research Center, King Abdulaziz University, Jeddah 21589, Saudi Arabia
- Yousef Abdul Latif Jameel Scientific Chair of Prophetic Medicine Application, Faculty of Medicine (FM), King Abdulaziz University, Jeddah 21589, Saudi Arabia
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11
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Suhag R, Dhiman A, Prabhakar PK, Sharma A, Singh A, Upadhyay A. Microfluidization of liquid egg yolk: Modelling of rheological characteristics and interpretation of flow behavior under a pipe flow. INNOV FOOD SCI EMERG 2022. [DOI: 10.1016/j.ifset.2022.103119] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/24/2022]
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12
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Sharma K, Kumar M, Waghmare R, Suhag R, Gupta OP, Lorenzo JM, Prakash S, Radha, Rais N, Sampathrajan V, Thappa C, Anitha T, Sayed AAS, Abdel-Wahab BA, Senapathy M, Pandiselvam R, Dey A, Dhumal S, Amarowicz R, Kennedy JF. Moringa (Moringa oleifera Lam.) polysaccharides: Extraction, characterization, bioactivities, and industrial application. Int J Biol Macromol 2022; 209:763-778. [PMID: 35421412 DOI: 10.1016/j.ijbiomac.2022.04.047] [Citation(s) in RCA: 26] [Impact Index Per Article: 13.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/12/2022] [Revised: 04/01/2022] [Accepted: 04/06/2022] [Indexed: 12/16/2022]
Abstract
Owing to numerous biological activities of different parts of Moringa oleifera Lam., various studies have been carried out to isolate and explore the activities of its various bioactive compounds including polysaccharides. Polysaccharides of M. oleifera have been reported to possess a variety of biofunctionalities including antihyperlipidemic, anti-diabetic, immunomodulatory, antihypertensive and gastrointestinal protection. In addition to bioactive polysaccharides, the gum exudated by stem of this plant is of commercial importance with wide range of applications in pharmaceutical industries. Various extraction and purification methods as well as combination of methods have been used to isolate and purify moringa polysaccharides. Studies suggest that extraction methods influence the structure of polysaccharides and thus their biological activity. This review summarizes all the available literature to provide updated information related to extraction, purification, modification, structural characterization, bioactivities and potential applications of moringa polysaccharides. This review will provide novel insights for future research and applications of moringa polysaccharides.
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Affiliation(s)
- Kanika Sharma
- Chemical and Biochemical Processing Division, ICAR - Central Institute for Research on Cotton Technology, Mumbai 400019, India
| | - Manoj Kumar
- Chemical and Biochemical Processing Division, ICAR - Central Institute for Research on Cotton Technology, Mumbai 400019, India.
| | - Roji Waghmare
- College of Food Technology, Dr. Punjabrao Deshmukh Krishi Vidyapeeth, Yavatmal 445001, Maharashtra, India
| | - Rajat Suhag
- National Institute of Food Technology Entrepreneurship and Management, Sonipat 131028, Haryana, India
| | - Om Prakash Gupta
- ICAR - Indian Institute of Wheat and Barley Research, Karnal 132001, Haryana, India
| | - José M Lorenzo
- Centro Tecnológico de la Carne de Galicia, rúa Galicia n 4, Parque Tecnológico de Galicia, San Cibrao das Viñas, 32900 Ourense, Spain; Área de Tecnología de los Alimentos, Facultad de Ciencias de Ourense, Universidad de Vigo, 32004 Ourense, Spain.
| | - Suraj Prakash
- School of Biological and Environmental Sciences, Shoolini University of Biotechnology and Management Sciences, Solan 173229, India
| | - Radha
- School of Biological and Environmental Sciences, Shoolini University of Biotechnology and Management Sciences, Solan 173229, India
| | - Nadeem Rais
- Department of Pharmacy, Bhagwant University, Ajmer, Rajasthan 305004, India
| | - Vellaikumar Sampathrajan
- Agricultural College and Research Institute, Tamil Nadu Agricultural University, Madurai 625104, India
| | - Chandan Thappa
- Division of Biochemistry, Faculty of Basic Sciences, Sher-e-Kashmir University of Agricultural Sciences and Technology, Jammu 180009, India
| | - T Anitha
- Department of Postharvest Technology, Horticultural College and Research Institute, Periyakulam, 625604, India
| | - Ali A S Sayed
- Botany Department, Faculty of Agriculture, Fayoum University, Fayoum, 63514, Egypt; Division of Plant Physiology, ICAR - Indian Agricultural Research Institute, New Delhi, 110012, India
| | - Basel A Abdel-Wahab
- Department of Medical Pharmacology, College of Medicine, Assiut University, Assiut 7111, Egypt; Department of Pharmacology, College of Pharmacy, Najran University, Najran, Saudi Arabia
| | - Marisennayya Senapathy
- Department of Rural Development and Agricultural Extension, College of Agriculture, Wolaita Sodo University, Wolaita Sodo, Ethiopia
| | - R Pandiselvam
- Division of Physiology, Biochemistry and Post-Harvest Technology, ICAR - Central Plantation Crops Research Institute (CPCRI), Kasaragod 671 124, Kerala, India
| | - Abhijit Dey
- Department of Life Sciences, Presidency University, 86/1 College Street, Kolkata 700073, West Bengal, India
| | - Sangram Dhumal
- Division of Horticulture, RCSM College of Agriculture, Kolhapur 416004, India.
| | - Ryszard Amarowicz
- Institute of Animal Reproduction and Food Research, Polish Academy of Sciences, Olsztyn, Poland
| | - John F Kennedy
- Chembiotech Laboratories, Advanced Science and Technology Institute, Kyrewood House, Tenbury Wells, Worcs, WR15 8FF, UK
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Dhiman A, Suhag R, Verma K, Thakur D, Kumar A, Upadhyay A, Singh A. Influence of microfluidization on physico-chemical, rheological, thermal properties and cholesterol level of cow ghee. Lebensm Wiss Technol 2022. [DOI: 10.1016/j.lwt.2022.113281] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
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Suhag R, Kumar R, Dhiman A, Sharma A, Prabhakar PK, Gopalakrishnan K, Kumar R, Singh A. Fruit peel bioactives, valorisation into nanoparticles and potential applications: A review. Crit Rev Food Sci Nutr 2022; 63:6757-6776. [PMID: 35196934 DOI: 10.1080/10408398.2022.2043237] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/06/2023]
Abstract
Nanotechnology is a rapidly growing field with profound applications in different domains, particularly in food science and technology. Nanoparticles (NPs) synthesis, an integral part of nanotechnology-based applications, is broadly classified into chemical, physical and biosynthesis methods. Chemically sensitive and energy-intensive procedures employed for NPs synthesis are some of the limits of traditional chemical approaches. Recent research has focused on developing easy, nontoxic, cost-effective, and environment-friendly NPs synthesis during the last decade. Biosynthesis approaches have been developed to achieve this goal as it is a viable alternative to existing chemical techniques for the synthesis of metallic nanomaterials. Fruit peels contain abundant bioactive compounds including phenols, flavonoids, tannins, triterpenoids, steroids, glycosides, carotenoids, anthocyanins, ellagitannins, vitamin C, and essential oils with substantial health benefits, anti-bacterial and antioxidant properties, generally discarded as byproduct or waste by the fruit processing industry. NPs synthesized using bioactive compounds from fruit peel has futuristic applications for an unrealized market potential for nutraceutical and pharmaceutical delivery. Numerous studies have been conducted for the biosynthesis of metallic NPs such as silver (AgNPs), gold (AuNPs), zinc oxide, iron, copper, palladium and titanium using fruit peel extract, and their synthesis mechanism have been reported in the present review. Additionally, NPs synthesis methods and applications of fruit peel NPs have been discussed.
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Affiliation(s)
- Rajat Suhag
- Faculty of Science and Technology, Free University of Bozen-Bolzano, Bolzano, Italy
| | - Rohit Kumar
- Department of Food Engineering, National Institute of Food Technology Entrepreneurship and Management (NIFTEM), Kundli, Haryana, India
| | - Atul Dhiman
- Department of Food Science and Technology, National Institute of Food Technology Entrepreneurship and Management (NIFTEM), Kundli, Haryana, India
| | - Arun Sharma
- Department of Food Engineering, National Institute of Food Technology Entrepreneurship and Management (NIFTEM), Kundli, Haryana, India
- CSIR-Central Scientific Instruments Organisation (CSIR-CSIO), Chandigarh, India
- Academy of Scientific and Innovative Research (AcSIR), Ghaziabad, India
| | - Pramod K Prabhakar
- Department of Food Science and Technology, National Institute of Food Technology Entrepreneurship and Management (NIFTEM), Kundli, Haryana, India
| | - Krishna Gopalakrishnan
- Department of Food Engineering, National Institute of Food Technology Entrepreneurship and Management (NIFTEM), Kundli, Haryana, India
| | - Ritesh Kumar
- CSIR-Central Scientific Instruments Organisation (CSIR-CSIO), Chandigarh, India
- Academy of Scientific and Innovative Research (AcSIR), Ghaziabad, India
| | - Anurag Singh
- Department of Food Science and Technology, National Institute of Food Technology Entrepreneurship and Management (NIFTEM), Kundli, Haryana, India
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Kumar M, Suhag R, Hasan M, Dhumal S, Radha, Pandiselvam R, Senapathy M, Sampathrajan V, Punia S, Sayed AAS, Singh S, Kennedy JF. Black soybean ( Glycine max (L.) Merr.): paving the way toward new nutraceutical. Crit Rev Food Sci Nutr 2022; 63:6208-6234. [PMID: 35139704 DOI: 10.1080/10408398.2022.2029825] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/09/2022]
Abstract
Black soybean (BS) is a nutritious legume that is high in proteins, essential amino acids, dietary fiber, vitamins, minerals, anthocyanins, phenolic acids, isoflavones, and flavones. Traditional approaches for extracting BS bioactive compounds are commonly employed because they are simple and inexpensive, but they use toxic solvents and have lower yields. As a result, new extraction techniques have been developed, such as microwave, ultrasound, and enzyme-assisted extraction. Modern approaches are less harmful to the environment, are faster, and produce higher yields. The major anthocyanin in the BS seed coat was discovered as cyanidin-3-O-glucoside, accounting for nearly 75% of the total anthocyanins. BS and its seed coat also contains phenolic acids (p-hydroxybenzoic, gallic, vanillin, syringic acid), isoflavones (daidzein, glycitein and genistein), flavones, flavonols, flavanones, and flavanols. Bioactive compounds present in BS exhibit antioxidant, anti-cancerous, anti-diabetic, anti-obesity, anti-inflammatory, cardio and neuroprotective activities. The characterization and biological activity investigation of these bioactive compounds has provided researchers and food manufacturers with valuable information for developing functional food products and nutraceutical ingredients. In this review, the nutritional makeup of BS is reviewed, and the paper seeks to provide an insight of bioactive compound extraction methods as well as bioactive compounds identified by various researchers. The biological activities of BS extracts and their potential applications in food products (noodles), biodegradable films (pH sensitive film), and therapeutic applications (wound healing and anti-inflammation) are also discussed in the study. Therefore, BS have enormous potential for use in developing functional foods and nutraceutical components. This is the first review of its sort to describe and explain various extraction methodologies and characterization of bioactives, as well as their biological activity recorded in diverse works of literature, making it possible for food manufacturers and scientists to get a quick overview.
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Affiliation(s)
- Manoj Kumar
- Chemical and Biochemical Processing Division, ICAR - Central Institute for Research on Cotton Technology, Mumbai, India
| | - Rajat Suhag
- National Institute of Food Technology Entrepreneurship and Management, Sonipat, India
| | - Muzaffar Hasan
- Agro Produce Processing Division, ICAR-Central Institute of Agricultural Engineering, Bhopal, India
| | - Sangram Dhumal
- Division of Horticulture, RCSM College of Agriculture, Kolhapur, India
| | - Radha
- School of Biological and Environmental Sciences, Shoolini University of Biotechnology and Management Sciences, Solan, India
| | - R Pandiselvam
- Division of Physiology, Biochemistry and Post-Harvest Technology, ICAR - Central Plantation Crops Research Institute (CPCRI), Kasaragod, India
| | - Marisennayya Senapathy
- Department of Rural Development and Agricultural Extension, College of Agriculture, Wolaita Sodo University, Wolaita Sodo, Ethiopia
| | | | - Sneh Punia
- Agricultural College and Research Institute, Tamil Nadu Agricultural University, Madurai, India
- Department of Food, Nutrition and Packaging Sciences, Clemson University, Clemson, SC, USA
| | - Ali A S Sayed
- Agricultural College and Research Institute, Tamil Nadu Agricultural University, Madurai, India
- Botany Department, Faculty of Agriculture, Fayoum University, Fayoum, Egypt
| | - Surinder Singh
- Agricultural College and Research Institute, Tamil Nadu Agricultural University, Madurai, India
- Dr. S.S. Bhatnagar University Institute of Chemical Engineering and Technology, Panjab University, Chandigarh, India
| | - John F Kennedy
- Agricultural College and Research Institute, Tamil Nadu Agricultural University, Madurai, India
- Chembiotech Laboratories, Advanced Science and Technology Institute, Kyrewood House, Worcs, UK
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Suhag R, Dhiman A, Deswal G, Thakur D, Sharanagat VS, Kumar K, Kumar V. Microwave processing: A way to reduce the anti-nutritional factors (ANFs) in food grains. Lebensm Wiss Technol 2021. [DOI: 10.1016/j.lwt.2021.111960] [Citation(s) in RCA: 15] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/13/2023]
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17
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Dhiman A, Suhag R, Chauhan DS, Thakur D, Chhikara S, Prabhakar PK. Status of beetroot processing and processed products: Thermal and emerging technologies intervention. Trends Food Sci Technol 2021. [DOI: 10.1016/j.tifs.2021.05.042] [Citation(s) in RCA: 14] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/01/2023]
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18
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Dhiman A, Suhag R, Singh A, Prabhakar PK. Mechanistic understanding and potential application of electrospraying in food processing: a review. Crit Rev Food Sci Nutr 2021; 62:8288-8306. [PMID: 34039180 DOI: 10.1080/10408398.2021.1926907] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/21/2022]
Abstract
Electrospraying (ESPR) is a cost effective, flexible, and facile method that has been used in the pharmaceutical industry, and thanks to its wide variety of uses such as bioactive compound encapsulation, micronization, and food product coating, which have received a great attention in the food market. It uses a jet of polymer solution for processing food and food-derived products. Droplet size can be extremely small up to nanometers and can be regulated by altering applied voltage and flow rate. Compared to conventional techniques, it is simple, cost effective, uses less solvent and products are obtained in one step with a very high encapsulation efficiency (EE). Encapsulation provided using it protects bioactives from moisture, thermal, oxidative, and mechanical stresses, and thus provides them a good storage stability which will help in increasing the application of these ingredients in food formulation. This technique has an enormous potential for increasing the shelf life of fruit and vegetables through coating and improvement of eating quality. This study is aimed at overviewing the operating principles of ESPR, working parameters, applications, and advantages in the food sector. The article also covers new ESPR techniques like supercritical assisted ESPR and ESPR assisted by pressurized gas (EAPG) which have high yield as compared to conventional ESPR. This article is enriched with good information for research and development in ESPR techniques for development of novel foods.
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Affiliation(s)
- Atul Dhiman
- Department of Food Science and Technology, College of Agriculture, Punjab Agricultural University, Ludhiana, India
| | - Rajat Suhag
- Department of Food Science Technology, National Institute of Food Technology Entrepreneurship and Management, Sonipat, India
| | - Arashdeep Singh
- Department of Food Science and Technology, College of Agriculture, Punjab Agricultural University, Ludhiana, India
| | - Pramod K Prabhakar
- Department of Food Science Technology, National Institute of Food Technology Entrepreneurship and Management, Sonipat, India
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Dhiman A, Suhag R, Thakur D, Gupta V, Prabhakar PK. Current Status of Loquat (Eriobotrya Japonica Lindl.): Bioactive Functions, Preservation Approaches, and Processed Products. Food Reviews International 2021. [DOI: 10.1080/87559129.2020.1866007] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/12/2023]
Affiliation(s)
- Atul Dhiman
- Department of Food Science and Technology, National Institute of Food Technology Entrepreneurship and Management, Sonepat, Haryana, India
| | - Rajat Suhag
- Department of Food Science and Technology, National Institute of Food Technology Entrepreneurship and Management, Sonepat, Haryana, India
| | - Dhruv Thakur
- Department of Food Science and Technology, National Institute of Food Technology Entrepreneurship and Management, Sonepat, Haryana, India
| | - Viresh Gupta
- Department of Food Science and Technology, National Institute of Food Technology Entrepreneurship and Management, Sonepat, Haryana, India
| | - Pramod K Prabhakar
- Department of Food Science and Technology, National Institute of Food Technology Entrepreneurship and Management, Sonepat, Haryana, India
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Suhag R, Kumar N, Petkoska AT, Upadhyay A. Film formation and deposition methods of edible coating on food products: A review. Food Res Int 2020; 136:109582. [PMID: 32846613 DOI: 10.1016/j.foodres.2020.109582] [Citation(s) in RCA: 143] [Impact Index Per Article: 35.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/23/2020] [Revised: 07/17/2020] [Accepted: 07/20/2020] [Indexed: 12/13/2022]
Abstract
The greatest challenge encountered by the food manufacturer is the loss of quality of food products during storage, which eventually adds to the waste. Edible packaging is known as a potential alternative to protecting food quality and improving shelf life by delaying microbial spoilage and providing moisture and gas barrier properties. Developments in edible packaging and technology have shown promising results in enhancing the shelf life of food products. In 2016, the edible packaging market was valued at $697 million and by 2023 is expected to hit $1097 million growing at a compound annual growth rate (CGAR) of 6.81% from 2017 to 2023 at global level. In global edible packaging markets specific industries including MonoSol LLC, Tate & Lyle Plc, WikiCell Designs Inc., JRF Technology LLC, Safetraces, Inc., BluWrap, Skipping Rocks Lab, Tipa Corp., Watson Inc., and Devro plc have played a key role. Edible packaging can be applied in two forms: (i) edible coating applied directly on the food product or (ii) preformed film wrapped around the food product. The aim of this study is to review different methods of film formation and edible coating depositions. Edible films can be produced using two methods, wet (casting) and dry (extrusion) processes; and methods such as dipping, spraying, fluidized-bed, and panning are used for deposition of edible coatings on the surface of food product. Casting and dipping methods for film formation and coating deposition, respectively, are easy to use and are preferred methods on a lab scale; whereas extrusion and spraying are preferred methods for film formation and coating deposition, respectively, on a commercial scale. This work can help researchers and industries to select an efficient and cost-effective method for the development of edible film/coating for specific application. Further study and evaluation of practical applications of methods of edible packaging should be carried out within the main purpose of keeping food safe with acceptable quality for extended period of time.
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Affiliation(s)
- Rajat Suhag
- National Institute of Food Technology Entrepreneurship and Management Kundli, Sonipat, Haryana 131028, India
| | - Nishant Kumar
- National Institute of Food Technology Entrepreneurship and Management Kundli, Sonipat, Haryana 131028, India.
| | - Anka Trajkovska Petkoska
- St. Kliment Ohridski University - Bitola, Faculty of Technology and Technical Sciences, Dimitar Vlahov, 4000 Veles, The Former Yugolav Republic of Macedonia, Macedonia
| | - Ashutosh Upadhyay
- National Institute of Food Technology Entrepreneurship and Management Kundli, Sonipat, Haryana 131028, India
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Sharanagat VS, Suhag R, Anand P, Deswal G, Kumar R, Chaudhary A, Singh L, Singh Kushwah O, Mani S, Kumar Y, Nema PK. Physico-functional, thermo-pasting and antioxidant properties of microwave roasted sorghum [Sorghum bicolor (L.) Moench]. J Cereal Sci 2019. [DOI: 10.1016/j.jcs.2018.11.013] [Citation(s) in RCA: 34] [Impact Index Per Article: 6.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/27/2022]
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