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Qu L, Zhao Y, Xu X, Li Y, Lv H. Untargeted Lipidomics Reveal Quality Changes in High-Moisture Japonica Brown Rice at Different Storage Temperatures. Foods 2023; 12:4218. [PMID: 38231596 DOI: 10.3390/foods12234218] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/31/2023] [Revised: 11/17/2023] [Accepted: 11/21/2023] [Indexed: 01/19/2024] Open
Abstract
Low temperatures are an effective way of delaying grain rancidity and deterioration. However, little is known about the difference in quality changes in high-moisture japonica brown rice at different storage temperatures. In this study, the storage quality changes in japonica brown rice with a 15.50% moisture content stored at 15 °C, 20 °C, and 25 °C were investigated. In addition, an untargeted lipidomics analysis coupled with gas chromatography and mass spectrometry (GC-MS) was applied to analyze the volatile compounds and metabolite changes in the high-moisture japonica brown rice. The results showed that storage at 15 °C could well maintain the color and aroma stability of the brown rice and delay the increase in fatty acid value (FAV). The lipidomics results showed that storage at 15 °C delayed glycerolipid and sphingolipid metabolism and reduced glycerophospholipid catabolism in the brown rice. The low-temperature environment regulated these three metabolic pathways to maintain higher contents of triglycerides (TG), phosphatidylserine (PS), abd phosphatidylethanolamine (PE), and lower contents of diglycerides (DG), OAcyl-(gamma-hydroxy) FA (OAHFA), ceramides (Cer), and glycosylceramides (Hex1Cer) in the high-moisture japonica brown rice, which maintained the storage stability of the brown rice. Our results proposed the cryoprotection mechanism of postharvest brown rice from the perspective of volatile compounds and metabolite changes, providing a foothold for the further exploration of low-temperature storage as a safe and efficient cryoprotectant in the grain storage field.
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Affiliation(s)
- Lingyu Qu
- School of Food and Strategic Reserves, Henan University of Technology, Zhengzhou 450001, China
| | - Yan Zhao
- School of Food and Strategic Reserves, Henan University of Technology, Zhengzhou 450001, China
| | - Xiangdong Xu
- Yihai Kerry (Wuhan) Oils & Grains Industries Co., Ltd., Wuhan 430040, China
| | - Yanfei Li
- School of Food and Strategic Reserves, Henan University of Technology, Zhengzhou 450001, China
| | - Haoxin Lv
- School of Food and Strategic Reserves, Henan University of Technology, Zhengzhou 450001, China
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2
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Huang S, Zhang D, Wang Q, Shang B, Liu J, Xing X, Hong Y, Duan X, Sun H. Shotgun lipidomics reveals the changes in phospholipids of brown rice during accelerated aging. Food Res Int 2023; 171:113073. [PMID: 37330832 DOI: 10.1016/j.foodres.2023.113073] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/03/2023] [Revised: 05/28/2023] [Accepted: 05/29/2023] [Indexed: 06/19/2023]
Abstract
Brown rice exhibits higher nutritional value and attracts more and more attentions; however, the change in phospholipid molecular species in brown rice during aging is poorly understood. In this study, shotgun lipidomics was employed to investigate the changes in phospholipid molecular species in four brown rice varieties (two japonica rice and two indica rice) during accelerated aging. A total of 64 phospholipid molecular species were identified, and most of them were rich in polyunsaturated fatty acids. For japonica rice, phosphatidylcholine (PC), phosphatidylethanolamine (PE), and phosphatidylglycerol (PG) gradually decreased during accelerated aging. However, the content of PC, PE, and PG in indica rice showed no difference during accelerated aging. Significantly different phospholipid molecular species from four brown rice were screened during accelerated aging. Based on these significantly different phospholipids, the metabolic pathways including glycerophospholipid metabolism and linoleic acid metabolism during accelerated aging were depicted. The findings from this study could be helpful in explaining the impact of accelerated aging on phospholipids of brown rice, and offer an understanding on relationships between phospholipids degradation and brown rice deterioration.
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Affiliation(s)
- Shanshan Huang
- School of Health Science and Engineering, University of Shanghai for Science and Technology, Shanghai 200093, China; Academy of National Food and Strategic Reserves Administration, Beijing 100037, China
| | - Dong Zhang
- Academy of National Food and Strategic Reserves Administration, Beijing 100037, China.
| | - Qian Wang
- Academy of National Food and Strategic Reserves Administration, Beijing 100037, China
| | - Bo Shang
- Academy of National Food and Strategic Reserves Administration, Beijing 100037, China
| | - Jianlei Liu
- Academy of National Food and Strategic Reserves Administration, Beijing 100037, China
| | - Xiaoting Xing
- Academy of National Food and Strategic Reserves Administration, Beijing 100037, China
| | - Yu Hong
- Academy of National Food and Strategic Reserves Administration, Beijing 100037, China
| | - Xiaoliang Duan
- Academy of National Food and Strategic Reserves Administration, Beijing 100037, China.
| | - Hui Sun
- Academy of National Food and Strategic Reserves Administration, Beijing 100037, China.
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3
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Zhang H, Feng X, Liu S, Ren F, Wang J. Effects of high hydrostatic pressure on nutritional composition and cooking quality of whole grains and legumes. INNOV FOOD SCI EMERG 2022. [DOI: 10.1016/j.ifset.2022.103239] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/23/2022]
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4
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Improving the eating quality of brown rice by defatting combined with hydrothermal treatment. Food Res Int 2022; 162:112020. [DOI: 10.1016/j.foodres.2022.112020] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/23/2022] [Revised: 09/27/2022] [Accepted: 10/01/2022] [Indexed: 11/23/2022]
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5
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Yang C, Zheng Y, Green BD, Zhou C, Pan D, Cao J, Wang L, Cai Z, Xia Q. Volatilome evolution during storage and in vitro starch digestibility of high-power ultrasonication pretreated wholegrain Oryza sativa L. Food Res Int 2022; 162:112127. [DOI: 10.1016/j.foodres.2022.112127] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/24/2022] [Revised: 09/22/2022] [Accepted: 11/06/2022] [Indexed: 11/13/2022]
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6
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Wang H, Wang Q, Zhu J, Hu G. Comparison of high-pressure, freeze-thaw cycles and germination-parboiling treatments on lipids digestibility and rancidity of brown rice. Sci Rep 2022; 12:15667. [PMID: 36123341 PMCID: PMC9485233 DOI: 10.1038/s41598-022-19272-8] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/13/2022] [Accepted: 08/26/2022] [Indexed: 11/25/2022] Open
Abstract
Brown rice (BR) contains more lipids, as compared with white rice, but its indigestibility and rancidity limit the consumer acceptability. Therefore, the objective of this study was to compare the effect of high-pressure (HP), freeze–thaw cycles (FTC) and germination-parboiling (GP) treatments on lipid in vitro digestibility and rancidity of BR. GP treated BR released the most fatty acids (especially palmitic acid and stearic acid) after in vitro digestion, followed by FTC treated BR. FTC treated BR kept the highest value of fat acidity during storage, while opposite results were observed in GP treated BR. Although HP treatment increased fat acidity value immediately, it slowed down the increase of fat acidity with storage. The results of conjugated dienes and malonaldehydes content in BR stored under accelerated conditions indicated better lipid oxidation stability after HP and GP treatment, and that it’s necessary for FTC treated BR products to be stored under anaerobic conditions.
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Affiliation(s)
- Hao Wang
- Institute of Agro-Product Safety and Nutrition, Zhejiang Academy of Agricultural Sciences, 298 Deshengzhong Road, Hangzhou, 310021, China
| | - Qiang Wang
- Institute of Agro-Product Safety and Nutrition, Zhejiang Academy of Agricultural Sciences, 298 Deshengzhong Road, Hangzhou, 310021, China
| | - Jiahong Zhu
- Institute of Agro-Product Safety and Nutrition, Zhejiang Academy of Agricultural Sciences, 298 Deshengzhong Road, Hangzhou, 310021, China
| | - Guixian Hu
- Institute of Agro-Product Safety and Nutrition, Zhejiang Academy of Agricultural Sciences, 298 Deshengzhong Road, Hangzhou, 310021, China.
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7
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An HS-GC-IMS analysis of volatile flavor compounds in brown rice flour and brown rice noodles produced using different methods. Lebensm Wiss Technol 2022. [DOI: 10.1016/j.lwt.2022.113358] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
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8
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Nutritional Changes and Early Warning of Moldy Rice under Different Relative Humidity and Storage Temperature. Foods 2022; 11:foods11020185. [PMID: 35053916 PMCID: PMC8775272 DOI: 10.3390/foods11020185] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/11/2021] [Revised: 12/25/2021] [Accepted: 01/05/2022] [Indexed: 02/04/2023] Open
Abstract
Processed unhusked rice is prone to mildew during storage. In this study, the storage conditions were simulated at temperatures of 20, 30, and 35 °C and a relative humidity of 40%, 60% and 80%, respectively. The water, fatty acid, and total starch content and the peak viscosity, mold colony number, protein secondary structure, and spatial structure of rice were monitored in order to propose the critical point of mildew during storage. In the process of rice from lively to moldy, the water content, fatty acid contents and the peak viscosity were increased. The total starch content decreased and then showed a slow increasing trend, while the microstructure of the powder particles changed from smooth and complete to loosen and hollow. With the increase in storage time, the vibration of the amide Ⅰ band of the rice samples decreased slightly, indicating that the total contents of β-fold, β-turn, α-helix, and random curl of the rice protein also changed. PCA (Principal Component Analysis) analysis showed that rice mildew index was closely related to temperature and humidity during storage. In our investigation, the best and most suitable temperature and relative humidity for rice storge is 20 °C and 40%, respectively. These results suggested that temperature and environmental humidity are vital factors affecting the physicochemical properties and nutrient changes, which provides a theoretical basis for the early warning of rice mildew during storage.
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10
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Zhao Q, Guo H, Hou D, Laraib Y, Xue Y, Shen Q. Influence of temperature on storage characteristics of different rice varieties. Cereal Chem 2021. [DOI: 10.1002/cche.10435] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/03/2023]
Affiliation(s)
- Qingyu Zhao
- College of Food Science and Nutritional Engineering China Agricultural University Beijing China
- National Engineering Research Center for Fruit and Vegetable Processing Beijing China
- Key Laboratory of Plant Protein and Grain Processing Beijing China
| | - Hui Guo
- College of Food Science and Nutritional Engineering China Agricultural University Beijing China
- National Engineering Research Center for Fruit and Vegetable Processing Beijing China
- Key Laboratory of Plant Protein and Grain Processing Beijing China
| | - Dianzhi Hou
- College of Food Science and Nutritional Engineering China Agricultural University Beijing China
- National Engineering Research Center for Fruit and Vegetable Processing Beijing China
- Key Laboratory of Plant Protein and Grain Processing Beijing China
| | - Yousaf Laraib
- College of Food Science and Nutritional Engineering China Agricultural University Beijing China
- National Engineering Research Center for Fruit and Vegetable Processing Beijing China
- Key Laboratory of Plant Protein and Grain Processing Beijing China
| | - Yong Xue
- College of Food Science and Nutritional Engineering China Agricultural University Beijing China
- National Engineering Research Center for Fruit and Vegetable Processing Beijing China
- Key Laboratory of Plant Protein and Grain Processing Beijing China
| | - Qun Shen
- College of Food Science and Nutritional Engineering China Agricultural University Beijing China
- National Engineering Research Center for Fruit and Vegetable Processing Beijing China
- Key Laboratory of Plant Protein and Grain Processing Beijing China
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11
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Shu Z, Jia W, Zhang W, Wang P. Selected quality attributes of paddy rice as affected by storage temperature history. INTERNATIONAL JOURNAL OF FOOD PROPERTIES 2021. [DOI: 10.1080/10942912.2021.1879132] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/11/2022]
Affiliation(s)
- Zaixi Shu
- College of Food Science and Engineering, Wuhan Polytechnic University, Wuhan, China
- Key Laboratory for Deep Processing of Major Grain and Oil (Wuhan Polytechnic University), Ministry of Education, Wuhan, China
| | - Wenqian Jia
- College of Food Science and Engineering, Wuhan Polytechnic University, Wuhan, China
| | - Wei Zhang
- College of Food Science and Engineering, Wuhan Polytechnic University, Wuhan, China
- Key Laboratory for Deep Processing of Major Grain and Oil (Wuhan Polytechnic University), Ministry of Education, Wuhan, China
| | - Pingping Wang
- College of Food Science and Engineering, Wuhan Polytechnic University, Wuhan, China
- Key Laboratory for Deep Processing of Major Grain and Oil (Wuhan Polytechnic University), Ministry of Education, Wuhan, China
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12
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Drying and mathematical modelling for the decelerated rancidity of treated jasmine brown rice using different drying media. J FOOD ENG 2021. [DOI: 10.1016/j.jfoodeng.2020.110165] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/23/2022]
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13
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High-temperature air fluidization improves cooking and eating quality and storage stability of brown rice. INNOV FOOD SCI EMERG 2021. [DOI: 10.1016/j.ifset.2020.102536] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/18/2022]
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Wang C, Feng Y, Fu T, Sheng Y, Zhang S, Zhang Y, Jiang Y, Yu M, Zhang D. Effect of storage on metabolites of brown rice. JOURNAL OF THE SCIENCE OF FOOD AND AGRICULTURE 2020; 100:4364-4377. [PMID: 32378212 DOI: 10.1002/jsfa.10462] [Citation(s) in RCA: 14] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/29/2019] [Revised: 02/28/2020] [Accepted: 05/06/2020] [Indexed: 06/11/2023]
Abstract
BACKGROUND Storage is an essential part of brown rice circulation. During the storage process, the metabolic activity of brown rice is still ongoing, and long-term storage leads to the deterioration of brown rice. Metabolomics analysis was performed using gas chromatography-mass spectrometry to investigate the changes in metabolites of brown rice after storage at 18 °C for 12 months. RESULTS In terms of quantity, sugar, fatty acids, and other metabolites in brown rice decreased after storage, and alcohols, aldehydes, phenols, and amines increased. A total of 34 differential metabolites were screened. In terms of contents, carbohydrates, amino acids, and fatty acids of brown rice decreased after storage, while those of sugar alcohol, amines, and aldehydes increased after storage. Cluster analysis of the samples at zero storage time revealed that the metabolites expressed least became highly expressed after storage and those expressed highly became low after storage. Metabolic pathway analysis showed that storage significantly influenced the lipid metabolism in brown rice. Palmitoleic acid, cholesterol, linoleic acid, and lauric acid are four key metabolites in lipid metabolism during storage of brown rice. CONCLUSION Significant changes occurred in quantity and type of brown rice metabolites after storage. Storage has the greatest effect on lipids. Storage caused a 'reverse change' in the metabolites content of brown rice. The results obtained may help in understanding the changes in metabolites profile and delaying of the quality deterioration of brown rice during storage.
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Affiliation(s)
- Changyuan Wang
- College of Food, Heilongjiang Bayi Agricultural University, Daqing, China
- Daqing Center of Inspection and Testing for Agricultural Products Ministry of Agriculture, Daqing, China
| | - Yuchao Feng
- College of Food, Heilongjiang Bayi Agricultural University, Daqing, China
| | - Tianxin Fu
- College of Food, Heilongjiang Bayi Agricultural University, Daqing, China
| | - Yanan Sheng
- College of Food, Heilongjiang Bayi Agricultural University, Daqing, China
| | - Shu Zhang
- College of Food, Heilongjiang Bayi Agricultural University, Daqing, China
| | - Yiwei Zhang
- College of Food, Heilongjiang Bayi Agricultural University, Daqing, China
| | - Yingjun Jiang
- College of Food, Heilongjiang Bayi Agricultural University, Daqing, China
| | - Miao Yu
- College of Food, Heilongjiang Bayi Agricultural University, Daqing, China
| | - Dongjie Zhang
- College of Food, Heilongjiang Bayi Agricultural University, Daqing, China
- Daqing Center of Inspection and Testing for Agricultural Products Ministry of Agriculture, Daqing, China
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Huang H, Belwal T, Li L, Wang Y, Aalim H, Luo Z. Effect of modified atmosphere packaging of different oxygen levels on cooking qualities and phytochemicals of brown rice during accelerated aging storage at 37 °C. Food Packag Shelf Life 2020. [DOI: 10.1016/j.fpsl.2020.100529] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/22/2022]
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16
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Mir SA, Shah MA, Bosco SJD, Sunooj KV, Farooq S. A review on nutritional properties, shelf life, health aspects, and consumption of brown rice in comparison with white rice. Cereal Chem 2020. [DOI: 10.1002/cche.10322] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/13/2022]
Affiliation(s)
- Shabir Ahmad Mir
- Department of Food Science & Technology Government College for Women Srinagar Jammu & Kashmir India
| | - Manzoor Ahmad Shah
- Department of Food Science & Technology Government PG College for Women Gandhi Nagar Jammu & Kashmir India
| | - S. John Don Bosco
- Department of Food Science and Technology Pondicherry University Puducherry India
| | | | - Saqib Farooq
- Department of Food Technology Islamic University of Science & Technology Awantipora Jammu & Kashmir India
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Prado JM, Veggi PC, Náthia-Neves G, Meireles MAA. Extraction Methods for Obtaining Natural Blue Colorants. CURR ANAL CHEM 2020. [DOI: 10.2174/1573411014666181115125740] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/23/2022]
Abstract
Background:
Blue is a color not often present in food. Even so, it is especially attractive
to children. Today, most blue coloring agents used by the food industry are synthetic. With increasing
health issues concern by the scientific community and the general population, there is a trend to look
for natural alternatives to most synthetic products. There only exist few natural blue colorants, which
are presented in a literature survey, along with the methods currently used for their recovery from
natural sources. The best extraction methods and process parameters for the extraction of blue anthocyanins,
iridoids and phycocyanin are discussed.
Methods:
A literature survey was conducted to detect the main sources of blue colorants found in nature.
The focus was on the extraction methods used to recover such molecules, with the objective of
finding efficient and environmentally safe techniques for application at industrial level, and, thus, allowing
the production of natural blue colorants at scale high enough for food industry consumption.
Results:
The main natural blue colorants found in literature are anthocyanins, phycocyanin, and genipin.
While anthocyanins can be recovered from a variety of plants, the source of phycocyanin are
algae, and genipin can be obtained specifically from Gardenia jasminoides Ellis and Genipa americana
L. Several extraction techniques have been applied to recover blue colorants from such sources,
from classical methods using organic solvents, to more sophisticated technologies as ultrasoundassisted
extraction, supercritical fluid extraction, pressurized liquid extraction, high-pressure extraction,
and enzyme-assisted extraction.
Conclusion:
There is great potential for anthocyanins, phycocyanin and genipin use as natural food
additives with health benefits, besides imparting color. However, the technologies for the colorants
recovery and application are not mature enough. Therefore, this area is still developing, and it is necessary
to evaluate the economic feasibility of the proposed extraction processes, along with the safety
and acceptance of colored food using these additives.
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Affiliation(s)
- Juliana M. Prado
- Engineering, Modeling and Applied Social Sciences Center (CECS), Federal University of ABC (UFABC), Av. dos Estados, 5001, 09210-580, Santo Andre, SP, Brazil
| | - Priscilla C. Veggi
- Federal University of Sao Paulo (UNIFESP), School of Chemical Engineering, 210 Sao Nicolau Street, 09913-030, Diadema, SP, Brazil
| | - Grazielle Náthia-Neves
- LASEFI/DEA/FEA (College of Food Engineering)/ UNICAMP (University of Campinas), Rua Monteiro Lobato, 80; 13083-862, Campinas, SP, Brazil
| | - M. Angela A. Meireles
- LASEFI/DEA/FEA (College of Food Engineering)/ UNICAMP (University of Campinas), Rua Monteiro Lobato, 80; 13083-862, Campinas, SP, Brazil
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Du Y, Zhu S, Ramaswamy HS, Wang H, Wu J, Yu Y. Comparison of germination–parboiling, freeze–thaw cycle, and high pressure processing on the cooking quality of brown rice. J FOOD PROCESS ENG 2019. [DOI: 10.1111/jfpe.13135] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/18/2023]
Affiliation(s)
- Yang Du
- College of Biosystems Engineering and Food ScienceZhejiang University Hangzhou China
| | - Songming Zhu
- College of Biosystems Engineering and Food ScienceZhejiang University Hangzhou China
| | | | - Hao Wang
- College of Biosystems Engineering and Food ScienceZhejiang University Hangzhou China
| | - Jian Wu
- Agricultural Service Center of Zhengzi Town in Rong County Zigong China
| | - Yong Yu
- College of Biosystems Engineering and Food ScienceZhejiang University Hangzhou China
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Saleh ASM, Wang P, Wang N, Yang L, Xiao Z. Brown Rice Versus White Rice: Nutritional Quality, Potential Health Benefits, Development of Food Products, and Preservation Technologies. Compr Rev Food Sci Food Saf 2019; 18:1070-1096. [DOI: 10.1111/1541-4337.12449] [Citation(s) in RCA: 87] [Impact Index Per Article: 17.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/26/2018] [Revised: 03/05/2019] [Accepted: 03/22/2019] [Indexed: 12/12/2022]
Affiliation(s)
- Ahmed S. M. Saleh
- College of Grain Science and TechnologyShenyang Normal Univ. Shenyang 110034 Liaoning China
- Dept. of Food Science and Technology, Faculty of AgricultureAssiut Univ. Assiut 71526 Egypt
| | - Peng Wang
- College of Grain Science and TechnologyShenyang Normal Univ. Shenyang 110034 Liaoning China
| | - Na Wang
- College of Grain Science and TechnologyShenyang Normal Univ. Shenyang 110034 Liaoning China
| | - Liu Yang
- College of Grain Science and TechnologyShenyang Normal Univ. Shenyang 110034 Liaoning China
| | - Zhigang Xiao
- College of Grain Science and TechnologyShenyang Normal Univ. Shenyang 110034 Liaoning China
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