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Qian J, Chen S, Huo S, Wang F, Zou B, Zhou C, Zhang L, Ma H. Inactivation of Pichia membranaefaciens in Soybean Paste by Dual-Frequency and Moderate Thermosonication. Foods 2024; 13:3600. [PMID: 39594017 PMCID: PMC11593853 DOI: 10.3390/foods13223600] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/24/2024] [Revised: 10/25/2024] [Accepted: 11/09/2024] [Indexed: 11/28/2024] Open
Abstract
Dual-frequency and moderate thermosonication (TS, 300 + 300 W, 20 + 40 kHz, 25~60 °C) was employed to inactivate Pichia membranifaciens in soybean paste. The aim was to evaluate the effect of TS on the inactivation of P. membranaefaciens and on the quality of soybean paste. The Weibull model fitted the survival data of P. membranaefaciens in thermosonicated soybean paste well and a decrease of 5 log of P. membranaefaciens in soybean paste was obtained at TS50°C, TS55°C, TS60°C, and T65°C for 15.41, 7.49, 2.27, and 18.61 min. Scanning electron microscope observation revealed TS50°C damaged the cell structure, leading to the leakage of intracellular contents. The physicochemical properties of soybean paste treated by TS were more retained than in paste treated by heat. The GC-MS analysis indicated that the flavor components had increased after TS treatment, especially at TS50°C. In conclusion, TS can inactive P. membranaefaciens in soybean paste without causing significant changes in its physicochemical and flavor qualities.
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Affiliation(s)
- Jingya Qian
- School of Food and Biological Engineering, Jiangsu University, 301 Xuefu Road, Zhenjiang 212013, China; (S.C.); (S.H.); (F.W.); (B.Z.); (C.Z.); (L.Z.); (H.M.)
| | - Shubei Chen
- School of Food and Biological Engineering, Jiangsu University, 301 Xuefu Road, Zhenjiang 212013, China; (S.C.); (S.H.); (F.W.); (B.Z.); (C.Z.); (L.Z.); (H.M.)
| | - Shuhao Huo
- School of Food and Biological Engineering, Jiangsu University, 301 Xuefu Road, Zhenjiang 212013, China; (S.C.); (S.H.); (F.W.); (B.Z.); (C.Z.); (L.Z.); (H.M.)
| | - Feng Wang
- School of Food and Biological Engineering, Jiangsu University, 301 Xuefu Road, Zhenjiang 212013, China; (S.C.); (S.H.); (F.W.); (B.Z.); (C.Z.); (L.Z.); (H.M.)
| | - Bin Zou
- School of Food and Biological Engineering, Jiangsu University, 301 Xuefu Road, Zhenjiang 212013, China; (S.C.); (S.H.); (F.W.); (B.Z.); (C.Z.); (L.Z.); (H.M.)
| | - Cunshan Zhou
- School of Food and Biological Engineering, Jiangsu University, 301 Xuefu Road, Zhenjiang 212013, China; (S.C.); (S.H.); (F.W.); (B.Z.); (C.Z.); (L.Z.); (H.M.)
| | - Lei Zhang
- School of Food and Biological Engineering, Jiangsu University, 301 Xuefu Road, Zhenjiang 212013, China; (S.C.); (S.H.); (F.W.); (B.Z.); (C.Z.); (L.Z.); (H.M.)
- Key Laboratory for Theory and Technology of Intelligent Agricultural Machinery and Equipment, Jiangsu University, 301 Xuefu Road, Zhenjiang 212013, China
- Jiangsu Province and Education Ministry Cosponsored Synergistic Innovation Center of Modern Agricultural Equipment, 301 Xuefu Road, Zhenjiang 212013, China
| | - Haile Ma
- School of Food and Biological Engineering, Jiangsu University, 301 Xuefu Road, Zhenjiang 212013, China; (S.C.); (S.H.); (F.W.); (B.Z.); (C.Z.); (L.Z.); (H.M.)
- Institute of Food Physical Processing, Jiangsu University, 301 Xuefu Road, Zhenjiang 212013, China
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Okafor ET, Pavli F, Hummerjohann J, Valdramidis V. Determination of strain variability and kinetics of food-associated microorganisms following ultrasound treatment. Food Res Int 2024; 196:114979. [PMID: 39614466 DOI: 10.1016/j.foodres.2024.114979] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/04/2024] [Revised: 08/20/2024] [Accepted: 08/20/2024] [Indexed: 12/01/2024]
Abstract
Ultrasound is a promising emerging technology known for its antimicrobial efficacy. However, existing studies have not fully addressed the impact of strain variability and inactivation kinetics on US efficacy. Ten strains of Listeria monocytogenes, Lactiplantibacillus plantarum, Saccharomyces cerevisiae and Escherichia coli were exposed to US treatment (26 kHz, 200 mL, 100 % amplitude, 200 W, 65-71 W/cm2) under dynamic conditions to investigate their resistance profile. Furthermore, the inactivation kinetics of selected resistant/sensitive strains were assessed. The result showed significant intra-species variability in resistance (p < 0.05) for the four target microorganisms evaluated in this study. L6 and NCTC 10357 were the most resistant and sensitive L. monocytogenes strains respectively, having a reduction difference of ∼3.4 log CFU/mL. Regarding L. plantarum, FBR04 emerged as the most resistant strain (4.4 log reduction), while E. coli FAM21845, FAM21805 and FAM21843 (∼2 log reduction) emerged as the most resistant strains. On the other hand, the most resistant strains of S. cerevisiae were CBS 1544, AD 1890 and 077.0001 (<1 log reduction) while S. cerevisiae AD 2913, 028.0404 and 028.0315 were the most sensitive (>5 log reduction). The survival curves of most of the strains exhibited an initial phase of insignificant microbial inactivation followed by a relatively fast log-linear inactivation period. The estimated D-value showed that L. monocytogenes strains exhibited higher resistance to US treatment than any other species, while other species displayed comparable resistance. The findings on strain variability resistance and inactivation kinetics following US treatment are essential for food safety and will pave the way for further research on microbial response to US stress, risk assessment and optimisation studies.
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Affiliation(s)
| | - Foteini Pavli
- Department of Food Sciences and Nutrition, University of Malta, Msida, MSD 2080, Malta
| | - Jöerg Hummerjohann
- Division of Food Microbial Systems, Agroscope, Schwarzenburgstrasse, 161, 3003 Bern, Switzerland
| | - Vasilis Valdramidis
- Department of Food Sciences and Nutrition, University of Malta, Msida, MSD 2080, Malta; Department of Chemistry, National and Kapodistrian University of Athens, Athens, Greece.
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3
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Jayachandran LE, O J S, Pulissery SK. Pulsed light processing of sugarcane juice: quality evaluation and microbial load assessment. JOURNAL OF THE SCIENCE OF FOOD AND AGRICULTURE 2024; 104:9076-9083. [PMID: 38923522 DOI: 10.1002/jsfa.13699] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/17/2023] [Revised: 05/15/2024] [Accepted: 06/09/2024] [Indexed: 06/28/2024]
Abstract
BACKGROUND Freshly extracted sugarcane juice is an ideal substrate for microbial fermentation and browning reactions. The present study is the first report on the potential of pulsed light (PL) processing in improving microbial stability with the retention of major bioactive. PL processing at different levels of voltage (2.1-2.7 kV) and number of pulses (100-200) was explored. The present study aimed to investigate the impact of PL processing on the quality of sugarcane juice, bioactive composition and microbial load. RESULTS The microbial load, such as aerobic mesophiles, yeast and mold, and total coliform, was reduced to below 1 log colony-forming units mL-1 in juice samples subjected to intense PL treatment at 2.7 kV. The maximum value of the total color difference of the sugarcane juice was below 4.0, even at extreme levels of PL process parameters. In comparison with the unprocessed juice, the reduction in total phenols (Folin ciocalteu reagent assay) and the total antioxidant capacity (2,2-diphenyl-1-picrylhydrazyl free radical scavenging assay) was limited to 6% and 16.7%, respectively, when treated at 2.7 kV/200 pulses. The pH and total soluble solids of the juice remained unaffected in all the processed samples. Among the process parameters considered, the treatment voltage was found to significantly affect the quality parameters and microbial load. CONCLUSION PL processing at 2.1 kV/170 pulses gave an optimally processed juice with a microbial load below the permissible limit and desirability value of 0.77. The results suggest that the PL treatment is effective for enhancing the microbial stability and maintaining the bioactive components of the sugarcane juice. Furthermore, the outcomes from the present study are expected to pave the way for further in-depth investigation of the effect of PL treatment on the critical quality attributes and shelf life of sugarcane juice. The technology will be useful for adoption by different stakeholders, including manufacturers and retailers in the food processing sector. © 2024 Society of Chemical Industry.
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Affiliation(s)
- Lakshmi E Jayachandran
- Department of Food Technology, Faculty of Fisheries Engineering, Kerala University of Fisheries and Ocean Studies, Panangad, India
| | - Sujayasree O J
- Post Harvest Specialist, World Vegetable Centre, South and Central Asia, Hyderabad, India
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Machado MAM, Castro VS, Monteiro MLG, Bernardo YADA, Figueiredo EEDS, Conte‐Junior CA. Effect of
UVC‐LED
and ultrasound alone and combined on heat‐resistant
Escherichia coli
isolated from pasteurised milk. INT J DAIRY TECHNOL 2022. [DOI: 10.1111/1471-0307.12925] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/24/2022]
Affiliation(s)
- Maxsueli Aparecida Moura Machado
- Postgraduate Program in Food Science (PPGCAL) Chemistry Institute, Federal University of Rio de Janeiro (UFRJ) Rio de Janeiro 21941‐909 RJ Brazil
- Center for Food Analysis (NAL), Technological Development Support Laboratory (LADETEC) Federal University of Rio de Janeiro (UFRJ), Cidade Universitaria Rio de Janeiro 21941‐598 RJ Brazil
- Department of Biochemistry, Laboratory of Advanced Analysis in Biochemistry and Molecular Biology (LAABBM) Federal University of Rio de Janeiro (UFRJ), Cidade Universitaria Rio de Janeiro 21941‐909 RJ Brazil
| | - Vinicius Silva Castro
- University of Lethbridge, 4401 University Drive Lethbridge Lethbridge Alberta T1K 3M4 Canada
| | - Maria Lúcia Guerra Monteiro
- Center for Food Analysis (NAL), Technological Development Support Laboratory (LADETEC) Federal University of Rio de Janeiro (UFRJ), Cidade Universitaria Rio de Janeiro 21941‐598 RJ Brazil
- Department of Biochemistry, Laboratory of Advanced Analysis in Biochemistry and Molecular Biology (LAABBM) Federal University of Rio de Janeiro (UFRJ), Cidade Universitaria Rio de Janeiro 21941‐909 RJ Brazil
- Postgraduate Program in Veterinary Hygiene (PPGHV), Faculty of Veterinary Medicine Fluminense Federal University (UFF) Niterói 24230‐340 RJ Brazil
| | - Yago Alves de Aguiar Bernardo
- Center for Food Analysis (NAL), Technological Development Support Laboratory (LADETEC) Federal University of Rio de Janeiro (UFRJ), Cidade Universitaria Rio de Janeiro 21941‐598 RJ Brazil
- Department of Biochemistry, Laboratory of Advanced Analysis in Biochemistry and Molecular Biology (LAABBM) Federal University of Rio de Janeiro (UFRJ), Cidade Universitaria Rio de Janeiro 21941‐909 RJ Brazil
- Postgraduate Program in Veterinary Hygiene (PPGHV), Faculty of Veterinary Medicine Fluminense Federal University (UFF) Niterói 24230‐340 RJ Brazil
| | | | - Carlos Adam Conte‐Junior
- Postgraduate Program in Food Science (PPGCAL) Chemistry Institute, Federal University of Rio de Janeiro (UFRJ) Rio de Janeiro 21941‐909 RJ Brazil
- Center for Food Analysis (NAL), Technological Development Support Laboratory (LADETEC) Federal University of Rio de Janeiro (UFRJ), Cidade Universitaria Rio de Janeiro 21941‐598 RJ Brazil
- Department of Biochemistry, Laboratory of Advanced Analysis in Biochemistry and Molecular Biology (LAABBM) Federal University of Rio de Janeiro (UFRJ), Cidade Universitaria Rio de Janeiro 21941‐909 RJ Brazil
- Postgraduate Program in Veterinary Hygiene (PPGHV), Faculty of Veterinary Medicine Fluminense Federal University (UFF) Niterói 24230‐340 RJ Brazil
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Mukhtar K, Nabi BG, Arshad RN, Roobab U, Yaseen B, Ranjha MMAN, Aadil RM, Ibrahim SA. Potential impact of ultrasound, pulsed electric field, high-pressure processing and microfludization against thermal treatments preservation regarding sugarcane juice (Saccharum officinarum). ULTRASONICS SONOCHEMISTRY 2022; 90:106194. [PMID: 36242792 PMCID: PMC9576986 DOI: 10.1016/j.ultsonch.2022.106194] [Citation(s) in RCA: 24] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/04/2022] [Revised: 09/21/2022] [Accepted: 10/09/2022] [Indexed: 06/12/2023]
Abstract
Sugarcane juice (Saccharum officinarum) is a proven nutritious beverage with high levels of antioxidants, polyphenols, and other beneficial nutrients. It has recently gained consumer interest due to its high nutritional profile and alkaline nature. Still, high polyphenolic and sugar content start the fermentation in juice, resulting in dark coloration. Lately, some novel techniques have been introduced to extend shelf life and improve the nutritional value of sugarcane juice. The introduction of such processing technologies is beneficial over conventional processes and essential for producing chemical-free, high-quality, fresh juices. The synergistic impact of these novel technologies is also advantageous for preserving sugarcane juice. In literature, novel thermal, non-thermal and hurdle technologies have been executed to preserve sugarcane juice. These technologies include high hydrostatic pressure (HHP), ultrasound (US), pulsed electric field (PEF), ultraviolet irradiation (UV), ohmic heating (OH), microwave (MW), microfludization and ozone treatment. This review manifests the impact of novel thermal, non-thermal, and synergistic technologies on sugarcane juice processing and preservation characteristics. Non-thermal techniques have been successfully proved effective and showed better results than novel thermal treatments. Because they reduced microbial load and retained nutritional content, while thermal treatments degraded nutrients and flavor of sugarcane juice. Among non-thermal treatments, HHP is the most efficient technique for the preservation of sugarcane juice while OH is preferable in thermal techniques due to less nutritional loss.
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Affiliation(s)
- Kinza Mukhtar
- National Institute of Food Science and Technology, University of Agriculture, Faisalabad 38000, Pakistan
| | - Brera Ghulam Nabi
- National Institute of Food Science and Technology, University of Agriculture, Faisalabad 38000, Pakistan
| | - Rai Naveed Arshad
- Institute of High Voltage & High Current, Universiti Teknologi Malaysia, 81310 Skudai, Johor, Malaysia
| | - Ume Roobab
- School of Food Science and Engineering, South China University of Technology, Guangzhou 510641, China
| | - Bilal Yaseen
- Department of Food Sciences, Government College University, Sahiwal 57000, Pakistan
| | | | - Rana Muhammad Aadil
- National Institute of Food Science and Technology, University of Agriculture, Faisalabad 38000, Pakistan.
| | - Salam A Ibrahim
- Food Microbiology and Biotechnology Laboratory, North Carolina Agricultural and Technical State University, E. Market Street 1601, Greensboro, NC 24711, USA.
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Nunes BV, da Silva CN, Bastos SC, de Souza VR. Microbiological Inactivation by Ultrasound in Liquid Products. FOOD BIOPROCESS TECH 2022. [DOI: 10.1007/s11947-022-02818-z] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/27/2022]
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7
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Manikantan M, Pandiselvam R, Arumuganathan T, Varadharaju N, Sruthi NU, Mousavi Khaneghah A. Development of linear low‐density polyethylene nanocomposite films for storage of sugarcane juice. J FOOD PROCESS ENG 2022. [DOI: 10.1111/jfpe.13988] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Affiliation(s)
- M.R. Manikantan
- Physiology, Biochemistry, and Post‐Harvest Technology Division ICAR –Central Plantation Crops Research Institute Kasaragod Kerala India
| | - R. Pandiselvam
- Physiology, Biochemistry, and Post‐Harvest Technology Division ICAR –Central Plantation Crops Research Institute Kasaragod Kerala India
| | - T. Arumuganathan
- Division of Crop Production ICAR‐Sugarcane Breeding Institute Coimbatore Tamil Nadu India
| | - N. Varadharaju
- Post‐Harvest Technology Centre Tamil Nadu Agricultural University Coimbatore India
| | - N. U. Sruthi
- Agricultural and Food Engineering Department Indian Institute of Technology Kharagpur Kharagpur West Bengal India
| | - Amin Mousavi Khaneghah
- Department of Food Science and Nutrition, Faculty of Food Engineering University of Campinas (UNICAMP) Campinas São Paulo Brazil
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8
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Tarafdar A, Kumar Y, Kaur BP, Badgujar PC. High‐pressure microfluidization of sugarcane juice: Effect on total phenols, total flavonoids, antioxidant activity, and microbiological quality. J FOOD PROCESS PRES 2021. [DOI: 10.1111/jfpp.15428] [Citation(s) in RCA: 14] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
Affiliation(s)
- Ayon Tarafdar
- Department of Food Engineering National Institute of Food Technology Entrepreneurship and Management Sonepat Haryana India
- Division of Livestock Production and Management ICAR‐Indian Veterinary Research Institute Bareilly Uttar Pradesh India
| | - Yogesh Kumar
- Department of Food Science and Technology National Institute of Food Technology Entrepreneurship and Management Sonepat Haryana India
| | - Barjinder Pal Kaur
- Department of Food Engineering National Institute of Food Technology Entrepreneurship and Management Sonepat Haryana India
| | - Prarabdh C. Badgujar
- Department of Food Science and Technology National Institute of Food Technology Entrepreneurship and Management Sonepat Haryana India
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9
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Kulmann de Medeiros J, Sarkis JR, Jaeschke DP, Mercali GD. Thermosonication for peroxidase inactivation in sugarcane juice. Lebensm Wiss Technol 2021. [DOI: 10.1016/j.lwt.2020.110730] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/22/2022]
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10
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Cruz‐Cansino NDS, Ariza‐Ortega JA, Alanís‐García E, Ramírez‐Moreno E, Velázquez‐Estrada RM, Zafra‐Rojas QY, Cervantes‐Elizarrarás A, Suárez‐Jacobo Á, Delgado‐Olivares L. Optimal thermoultrasound processing of jackfruit (
Artocarpus heterophyllus
lam.) nectar: Physicochemical characteristics, antioxidant properties, microbial quality, and fatty acid profile comparison with pasteurized nectar. J FOOD PROCESS PRES 2021. [DOI: 10.1111/jfpp.15029] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/14/2023]
Affiliation(s)
- Nelly del Socorro Cruz‐Cansino
- Centro de Investigación Interdisciplinario, Área Académica de Nutrición Instituto de Ciencias de la SaludUniversidad Autónoma del Estado de Hidalgo San Agustín Tlaxiaca México
| | - José Alberto Ariza‐Ortega
- Centro de Investigación Interdisciplinario, Área Académica de Nutrición Instituto de Ciencias de la SaludUniversidad Autónoma del Estado de Hidalgo San Agustín Tlaxiaca México
| | - Ernesto Alanís‐García
- Centro de Investigación Interdisciplinario, Área Académica de Nutrición Instituto de Ciencias de la SaludUniversidad Autónoma del Estado de Hidalgo San Agustín Tlaxiaca México
| | - Esther Ramírez‐Moreno
- Centro de Investigación Interdisciplinario, Área Académica de Nutrición Instituto de Ciencias de la SaludUniversidad Autónoma del Estado de Hidalgo San Agustín Tlaxiaca México
| | - Rita María Velázquez‐Estrada
- Laboratorio de Integral de Investigación de Alimentos Tecnológico Nacional de México/Instituto Tecnológico de Tepic Tepic México
| | - Quinatzin Yadira Zafra‐Rojas
- Centro de Investigación Interdisciplinario, Área Académica de Nutrición Instituto de Ciencias de la SaludUniversidad Autónoma del Estado de Hidalgo San Agustín Tlaxiaca México
| | - Alicia Cervantes‐Elizarrarás
- Centro de Investigación Interdisciplinario, Área Académica de Nutrición Instituto de Ciencias de la SaludUniversidad Autónoma del Estado de Hidalgo San Agustín Tlaxiaca México
| | - Ángela Suárez‐Jacobo
- Centro de Investigación y Asistencia en Tecnología y Diseño del Estado de Jalisco Apodaca México
| | - Luis Delgado‐Olivares
- Centro de Investigación Interdisciplinario, Área Académica de Nutrición Instituto de Ciencias de la SaludUniversidad Autónoma del Estado de Hidalgo San Agustín Tlaxiaca México
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Berdejo D, Pagán E, García-Gonzalo D, Pagán R. Exploiting the synergism among physical and chemical processes for improving food safety. Curr Opin Food Sci 2019. [DOI: 10.1016/j.cofs.2018.08.004] [Citation(s) in RCA: 18] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/08/2023]
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12
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Li J, Cheng H, Liao X, Liu D, Xiang Q, Wang J, Chen S, Ye X, Ding T. Inactivation of Bacillus subtilis and quality assurance in Chinese bayberry (Myrica rubra) juice with ultrasound and mild heat. Lebensm Wiss Technol 2019. [DOI: 10.1016/j.lwt.2019.03.061] [Citation(s) in RCA: 27] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/04/2023]
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13
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Tavanandi HA, Mittal R, Chandrasekhar J, Raghavarao K. Simple and efficient method for extraction of C-Phycocyanin from dry biomass of Arthospira platensis. ALGAL RES 2018. [DOI: 10.1016/j.algal.2018.02.008] [Citation(s) in RCA: 65] [Impact Index Per Article: 9.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
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14
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Bevilacqua A, Petruzzi L, Perricone M, Speranza B, Campaniello D, Sinigaglia M, Corbo MR. Nonthermal Technologies for Fruit and Vegetable Juices and Beverages: Overview and Advances. Compr Rev Food Sci Food Saf 2017; 17:2-62. [DOI: 10.1111/1541-4337.12299] [Citation(s) in RCA: 103] [Impact Index Per Article: 12.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/03/2017] [Revised: 08/04/2017] [Accepted: 08/06/2017] [Indexed: 01/04/2023]
Affiliation(s)
- Antonio Bevilacqua
- Dept. of the Science of Agriculture, Food and Environment; Univ. of Foggia; Foggia Italy
| | - Leonardo Petruzzi
- Dept. of the Science of Agriculture, Food and Environment; Univ. of Foggia; Foggia Italy
| | - Marianne Perricone
- Dept. of the Science of Agriculture, Food and Environment; Univ. of Foggia; Foggia Italy
| | - Barbara Speranza
- Dept. of the Science of Agriculture, Food and Environment; Univ. of Foggia; Foggia Italy
| | - Daniela Campaniello
- Dept. of the Science of Agriculture, Food and Environment; Univ. of Foggia; Foggia Italy
| | - Milena Sinigaglia
- Dept. of the Science of Agriculture, Food and Environment; Univ. of Foggia; Foggia Italy
| | - Maria Rosaria Corbo
- Dept. of the Science of Agriculture, Food and Environment; Univ. of Foggia; Foggia Italy
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