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Singh G, Kaushal N, Tokusoglu O, Singh A. Optimization of process parameters for drying of red Grapes (
Vitis vinifera
) to raisin: A design expert laden approach. J FOOD PROCESS PRES 2022. [DOI: 10.1111/jfpp.15248] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Affiliation(s)
- Gurjeewan Singh
- Department of Agriculture Mata Gujri College Fatehgarh Sahib India
| | - Naveet Kaushal
- Department of Agriculture Mata Gujri College Fatehgarh Sahib India
| | - Ozlem Tokusoglu
- Department of Food Engineering Celal Bayer University Manisa Turkey
- Dokuz Eylul University Technol. Develop. Zone, Depark Technopark, SPIL INNOVA Ltd.Sti Izmir Turkey
| | - Ajay Singh
- Department of Food Technology Mata Gujri College Fatehgarh Sahib India
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Zakaria F, Tan JK, Mohd Faudzi SM, Abdul Rahman MB, Ashari SE. Ultrasound-assisted extraction conditions optimisation using response surface methodology from Mitragyna speciosa (Korth.) Havil leaves. ULTRASONICS SONOCHEMISTRY 2021; 81:105851. [PMID: 34864545 PMCID: PMC8649887 DOI: 10.1016/j.ultsonch.2021.105851] [Citation(s) in RCA: 17] [Impact Index Per Article: 5.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/25/2021] [Revised: 11/22/2021] [Accepted: 11/25/2021] [Indexed: 06/01/2023]
Abstract
The optimisation of the Ultrasound-Assisted Extraction (UAE) method was investigated by employing the Central Composite Rotatable Design (CCRD) of Response Surface Methodology (RSM). The UAE method was based on a simple ultrasound treatment using methanol as the extraction medium to facilitate the cell disruption of Mitragyna speciosa leaves for optimum extraction yield and Total Phenolic Content (TPC). Three different parameters comprising extraction temperature (X1: 25-50 °C), sonication time (X2: 15-50 min), and solvent to solid ratio (X3: 10-30 mL/g), and were selected as the independent variables, while two response variables were selected, namely extraction yield (Y1) and TPC (Y2). Based on the results, the developed quadratic polynomial model correlated with the experimental data is based on the coefficient of determination (R2) of extraction yield (0.9972, p < 0.0001) and TPC (0.9553, p < 0.0001). At 25 °C, 15 min sonication time, and 10 mL/g of solvent to solid ratio, the optimal conditions recorded an extraction yield and TPC of 22.69% and 143.51 mg gallic acid equivalent (GAE)/g, respectively. Furthermore, the actual response and the predicted values of the developed models correlated with each other as the Residual Standard Error (RSE) values were <5%. Meanwhile, the Liquid Chromatography- tandem Mass Spectrometry (LC-MS/MS) was employed to characterise the optimised M. speciosa extract and revealed the presence of major phytochemicals, including catechin, rutin, kaempferol, coumarin, gallic acid, chlorogenic acid, and caffeic acid. These compounds could exhibit certain therapeutic effects, such as anti-inflammatory, antibacterial, and antioxidant. Therefore, the findings in this study supported the suggestion that the various available bioactive compounds besides alkaloids contributed to the bioactive properties in M. speciosa, making it an effective traditional herbal medicine to treat various illnesses.
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Affiliation(s)
- Fazila Zakaria
- Department of Chemistry, Faculty of Science, Universiti Putra Malaysia, 43400 Serdang, Selangor, Malaysia; Integrated Chemical BioPhysics Research, Faculty of Science, Universiti Putra Malaysia, 43400 Serdang, Selangor, Malaysia
| | - Jen-Kit Tan
- Department of Biochemistry, Faculty of Medicine, Universiti Kebangsaan Malaysia, Bandar Tun Razak, 56000 Cheras, Kuala Lumpur, Malaysia
| | - Siti Munirah Mohd Faudzi
- Department of Chemistry, Faculty of Science, Universiti Putra Malaysia, 43400 Serdang, Selangor, Malaysia; Natural Medicines and Product Research Laboratory, Institute of Bioscience, Universiti Putra Malaysia, 43400 Serdang, Selangor, Malaysia
| | - Mohd Basyaruddin Abdul Rahman
- Department of Chemistry, Faculty of Science, Universiti Putra Malaysia, 43400 Serdang, Selangor, Malaysia; Integrated Chemical BioPhysics Research, Faculty of Science, Universiti Putra Malaysia, 43400 Serdang, Selangor, Malaysia
| | - Siti Efliza Ashari
- Department of Chemistry, Faculty of Science, Universiti Putra Malaysia, 43400 Serdang, Selangor, Malaysia; Integrated Chemical BioPhysics Research, Faculty of Science, Universiti Putra Malaysia, 43400 Serdang, Selangor, Malaysia; Centre of Foundation Studies for Agricultural Sciences, Universiti Putra Malaysia, 43400 Serdang, Selangor, Malaysia.
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Wu Y, He Y, Wang R, Zhao X. Preventive Effect of Flavonoid Extract from the Peel of Gonggan (Citrus reticulata Blanco Var. Gonggan) on CCl 4-Induced Acute Liver Injury in Mice. J Inflamm Res 2021; 14:5111-5121. [PMID: 34675591 PMCID: PMC8502066 DOI: 10.2147/jir.s332134] [Citation(s) in RCA: 13] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/01/2021] [Accepted: 09/29/2021] [Indexed: 12/16/2022] Open
Abstract
Objective Citrus peel, a waste product of citrus consumption and processing, is rich in flavonoids. This study aimed to study the protective effect of flavonoid extract from the peel of gonggan (Citrus reticulata Blanco var. gonggan) on acute chemical liver injury. Materials and Methods We established a chemical liver injury model induced by carbon tetrachloride (CCl4) in mice. The flavonoid composition in gonggan (Citrus reticulata Blanco var. gonggan) peel was detected by HPLC. The histopathological sections of liver, related biochemical indicators in serum and liver, and related genes were examined to evaluate the protective effect of gonggan peel flavonoid extract (GPFE). Results The results showed that GPFE contained narirutin, hesperidin, nobiletin, tangeretin, and 5-demethylnobiletin. After 14 days of intragastric administration of GPFE, the result showed GPFE could reduce the increase in liver index, serum alanine aminotransferase (ALT), and aspartate transaminase (AST) levels caused by CCl4. At the same time, pathological sections of liver confirmed that GPFE alleviated the damage to liver tissue. Moreover, biochemical indicator results showed that GPFE increased the activities of superoxide dismutase (SOD) and catalase (CAT) in liver tissue and reduced the content of malondialdehyde (MDA). Also, it reduced the levels of inflammation factors: tumor necrosis factor-α (TNF-α), interferon-γ (IFN-γ), interleukin (IL)-1β, and IL-6. In addition, q-PCR results showed that GPFE upregulated mRNA expression levels of nuclear factor erythroid 2-related factor 2 (Nrf2), copper/zinc superoxide dismutase (SOD1), manganese superoxide dismutase (SOD2), glutathione peroxidase (GSH-Px), γ-glutamylcysteine synthetase (γ-GCS), CAT, and downregulated IL-6 and TNF-α mRNA expression levels. The mechanism of GPFE may be related to the inhibition of oxidative stress and inflammation. Conclusion The experiment indicates GPFE has a good protective effect on acute chemical liver injury in mice induced by CCl4 via antioxidant and anti-inflammatory pathways.
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Affiliation(s)
- Ya Wu
- Chongqing Collaborative Innovation Center for Functional Food, Chongqing Engineering Research Center of Functional Food, Chongqing Engineering Laboratory for Research and Development of Functional Food, Chongqing University of Education, Chongqing, 400067, People's Republic of China.,College of Biological and Chemical Engineering, Chongqing University of Education, Chongqing, 400067, People's Republic of China
| | - Yongpeng He
- Chongqing Key Laboratory of Translational Research for Cancer Metastasis and Individualized Treatment, Chongqing University Cancer Hospital & Chongqing Cancer Institute & Chongqing Cancer Hospital, Chongqing, 400030, People's Republic of China.,Department of Biochemistry and Molecular Biology, College of Basic Medical Sciences, Southwest Medical University, Luzhou, 646000, People's Republic of China
| | - Rui Wang
- Chongqing Collaborative Innovation Center for Functional Food, Chongqing Engineering Research Center of Functional Food, Chongqing Engineering Laboratory for Research and Development of Functional Food, Chongqing University of Education, Chongqing, 400067, People's Republic of China.,College of Biological and Chemical Engineering, Chongqing University of Education, Chongqing, 400067, People's Republic of China
| | - Xin Zhao
- Chongqing Collaborative Innovation Center for Functional Food, Chongqing Engineering Research Center of Functional Food, Chongqing Engineering Laboratory for Research and Development of Functional Food, Chongqing University of Education, Chongqing, 400067, People's Republic of China
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Optimization of Extraction Conditions of Phytochemical Compounds and Anti-Gout Activity of Euphorbia hirta L. (Ara Tanah) Using Response Surface Methodology and Liquid Chromatography-Mass Spectrometry (LC-MS) Analysis. EVIDENCE-BASED COMPLEMENTARY AND ALTERNATIVE MEDICINE 2020; 2020:4501261. [PMID: 32047524 PMCID: PMC7007754 DOI: 10.1155/2020/4501261] [Citation(s) in RCA: 22] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 08/31/2019] [Revised: 12/13/2019] [Accepted: 12/24/2019] [Indexed: 11/18/2022]
Abstract
Gout is a common disease affected most of the people due to the elevation of uric acid in the blood. Flavonoid and phenolic compounds are reported to exert the anti-gout activity of medicinal plants. Hence, this study aimed at optimizing the extraction conditions of phenolic and flavonoid compounds as well as the anti-gout (xanthine oxidase inhibitory activity) in vitro of Euphorbia hirta using response surface methodology (RSM). The plant part used was the whole plant excluding roots. The effects of three independent variables (extraction time, X 1; extraction temperature, X 2; and solid-to-liquid ratio, X 3) on three response variables (total flavonoid content, Y 1; total phenolic content, Y 2; and xanthine oxidase inhibitory activity, Y 3) were determined using central composite design (CCD) while phytochemical profiling of the extracts was determined by liquid chromatography-mass spectrometry (LC-MS). Quadratic models produced a satisfactory fitting of the experimental data with regard to total flavonoid content (r 2 = 0.9407, p < 0.0001), total phenolic content (r 2 = 0.9383, p < 0.0001), and xanthine oxidase inhibitory activity (r 2 = 0.9794, p < 0.0001). The best extraction conditions observed for total flavonoid content, total phenolic content, and xanthine oxidase inhibitory activity were at a temperature of 79.07°C for 17.42 min with solid-to-liquid ratio of 1 : 20 g/ml. The optimum values for total flavonoid, total phenolic, and xanthine oxidase inhibitory activity were 67.56 mg RE/g, 155.21 mg GAE/g, and 91.42%, respectively. The main phytochemical compounds in the optimized E. hirta extract are neochlorogenic acid, quercetin-3β-D-glucoside, syringic acid, caffeic acid, ellagic acid, astragalin, afzelin, and quercetin. As conclusion, this study clearly demonstrated the best conditions to obtain higher xanthine oxidase inhibitory activity and phytochemical compounds which can be further used for the development of anti-gout agents.
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Alenisan MA, Alqattan HH, Tolbah LS, Shori AB. Antioxidant properties of dairy products fortified with natural additives: A review. ACTA ACUST UNITED AC 2018. [DOI: 10.1016/j.jaubas.2017.05.001] [Citation(s) in RCA: 39] [Impact Index Per Article: 6.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/18/2022]
Affiliation(s)
- Modi A. Alenisan
- King Abdulaziz University, Faculty of Science, Department of Biological Sciences, Jeddah 21589, Saudi Arabia
| | - Hanan H. Alqattan
- King Abdulaziz University, Faculty of Science, Department of Biological Sciences, Jeddah 21589, Saudi Arabia
| | - Lojayn S. Tolbah
- King Abdulaziz University, Faculty of Science, Department of Biological Sciences, Jeddah 21589, Saudi Arabia
| | - Amal B. Shori
- King Abdulaziz University, Faculty of Science, Department of Biological Sciences, Jeddah 21589, Saudi Arabia
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Phenolic compounds from date pits: ultrasonic-assisted extraction, antioxidant activity and component identification. JOURNAL OF FOOD MEASUREMENT AND CHARACTERIZATION 2017. [DOI: 10.1007/s11694-017-9711-2] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/02/2023]
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Jang S, Lee AY, Lee AR, Choi G, Kim HK. Optimization of ultrasound-assisted extraction of glycyrrhizic acid from licorice using response surface methodology. Integr Med Res 2017; 6:388-394. [PMID: 29296565 PMCID: PMC5741391 DOI: 10.1016/j.imr.2017.08.003] [Citation(s) in RCA: 26] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/20/2017] [Revised: 08/11/2017] [Accepted: 08/24/2017] [Indexed: 11/27/2022] Open
Abstract
BACKGROUND The present study optimized ultrasound-assisted extraction conditions to maximize extraction yields of glycyrrhizic acid from licorice. METHODS The optimal extraction temperature (X1), extraction time (X2), and methanol concentration (X3) were identified using response surface methodology (RSM). A central composite design (CCD) was used for experimental design and analysis of the results to obtain the optimal processing parameters. RESULTS Statistical analyses revealed that three variables and the quadratic of X1, X2, and X3 had significant effects on the yields and were followed by significant interaction effects between the variables of X2 and X3 (p < 0.01). A 3D response surface plot and contour plots derived from the mathematical models were applied to determine the optimal conditions. The optimum ultrasound-assisted extraction conditions were as follows: extraction temperature, 69 °C; extraction time, 34 min; and methanol concentration, 57%. Under these conditions, the experimental yield of glycyrrhizic acid was 3.414%, which agreed closely with the predicted value (3.406%). CONCLUSION The experimental values agreed with those predicted by RSM models, thus indicating the suitability of the model employed and the success of RSM in optimizing the extraction conditions.
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Affiliation(s)
- Seol Jang
- Mibyeong Research Center, Korea Institute of Oriental Medicine, Daejeon, Korea
| | - A. Yeong Lee
- K-herb Research Center, Korea Institute of Oriental Medicine, Daejeon, Korea
| | - A. Reum Lee
- K-herb Research Center, Korea Institute of Oriental Medicine, Daejeon, Korea
| | - Goya Choi
- K-herb Research Center, Korea Institute of Oriental Medicine, Daejeon, Korea
| | - Ho Kyoung Kim
- Mibyeong Research Center, Korea Institute of Oriental Medicine, Daejeon, Korea
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Gao Z, Yu Z, Yue T, Quek SY. Optimization of polyphenol removal from kiwifruit juice using a macroporous resin. JOURNAL OF THE SCIENCE OF FOOD AND AGRICULTURE 2017; 97:2498-2507. [PMID: 27701746 DOI: 10.1002/jsfa.8066] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/05/2016] [Revised: 09/18/2016] [Accepted: 09/26/2016] [Indexed: 06/06/2023]
Abstract
BACKGROUND The separation of polyphenols from kiwifruit juice is essential for enhancing sensory properties and prevent the browning reaction in juice during processing and storage. RESULTS The present study investigated the dynamic adsorption and desorption of polyphenols in kiwifruit juice using AB-8 resin. The model obtained could be successfully applied to predict the experimental results of dynamic adsorption capacity (DAC) and dynamic desorption quantity (DDQ). The results showed that dynamic adsorption of polyphenols could be optimised in a juice concentration of 19 °Brix, with a feed flow-rate of 1.3 mL min-1 and a feed volume of 7 bed volume (BV). The optimum conditions for dynamic desorption of polyphenols from the AB-8 resin were an ethanol concentration of 43% (v/v), an elute flow-rate of 2.2 mL min-1 and an elute volume of 3 BV. The optimized DAC value was 3.16 g of polyphenols kg-1 resin, whereas that for DDQ was 917.5 g kg-1 , with both values being consistent with the predicted values generated by the regression models. The major polyphenols in the dynamic desorption solution consisted of seven compositions. CONCLUSION The present study could be scaled-up using a continuous column system for industrial application, thus contributing to the improved flavor and color of kiwifruit juice. © 2016 Society of Chemical Industry.
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Affiliation(s)
- Zhenpeng Gao
- College of Food Science and Engineering, Northwest A&F University, Yangling, 712100, P.R. China
| | - Zhifang Yu
- College of Food Science and Technology, Nanjing Agricultural University, Nanjing, 210095, P.R. China
| | - Tianli Yue
- College of Food Science and Engineering, Northwest A&F University, Yangling, 712100, P.R. China
| | - Siew Young Quek
- Food Science, School of Chemical Sciences, The University of Auckland, Auckland, 1142, New Zealand
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Wang R, Chang Y, Tan Z, Li F. Applications of choline amino acid ionic liquid in extraction and separation of flavonoids and pectin from ponkan peels. SEP SCI TECHNOL 2016. [DOI: 10.1080/01496395.2016.1143006] [Citation(s) in RCA: 35] [Impact Index Per Article: 4.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 10/22/2022]
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Liu Y, Zhang H, Wei S. Ultrasonic-assisted extraction of pigments from Hylocereus undatus flowers: optimization, antioxidant activity, and HPLC analysis. RSC Adv 2015. [DOI: 10.1039/c5ra04089b] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022] Open
Abstract
Optimization extraction, antioxidant activity, and HPLC analysis of pigments fromHylocereus undatusflowers.
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Affiliation(s)
- Yong Liu
- School of Chemistry and Chemical Engineering
- Zhaoqing University
- Zhaoqing
- P.R. China
| | - Huifang Zhang
- School of Chemistry and Chemical Engineering
- Zhaoqing University
- Zhaoqing
- P.R. China
| | - Shoulian Wei
- School of Chemistry and Chemical Engineering
- Zhaoqing University
- Zhaoqing
- P.R. China
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Ma CW, Feng M, Zhai X, Hu M, You L, Luo W, Zhao M. Optimization for the extraction of polysaccharides from Ganoderma lucidum and their antioxidant and antiproliferative activities. J Taiwan Inst Chem Eng 2013. [DOI: 10.1016/j.jtice.2013.01.032] [Citation(s) in RCA: 49] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/16/2022]
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Zhang QA, Fan XH, Li T, Zhang ZQ, Liu YK, Li XP. Optimisation of ultrasound extraction for flavonoids from semen astragali complanati and its identification by HPLC-DAD-MS/MS. Int J Food Sci Technol 2013. [DOI: 10.1111/ijfs.12178] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Affiliation(s)
- Qing-An Zhang
- School of Food Engineering and Nutrition Science; Shaanxi Normal University; Xi'an; 710062; China
| | - Xue-Hui Fan
- School of Sports; Shaanxi Normal University; Xi'an; 710062; China
| | - Tao Li
- School of Life Sciences; Shaanxi Normal University; Xi'an; 710062; China
| | - Zhi-Qi Zhang
- School of Chemistry and Chemical Engineering; Shaanxi Normal University; Xi'an; 710062; China
| | - Ying-Kun Liu
- School of Sciences; ZheJiang A & F University; Lin'an; 311300; China
| | - Xiao-Ping Li
- School of Food Engineering and Nutrition Science; Shaanxi Normal University; Xi'an; 710062; China
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Lu J, You L, Lin Z, Zhao M, Cui C. The antioxidant capacity of polysaccharide fromLaminaria japonicaby citric acid extraction. Int J Food Sci Technol 2013. [DOI: 10.1111/ijfs.12072] [Citation(s) in RCA: 41] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/25/2022]
Affiliation(s)
- Jianghong Lu
- College of Light Industry and Food Sciences; South China University of Technology; Guangzhou ; 510640; Guangdong; China
| | - Lijun You
- College of Light Industry and Food Sciences; South China University of Technology; Guangzhou ; 510640; Guangdong; China
| | - Zongyi Lin
- College of Light Industry and Food Sciences; South China University of Technology; Guangzhou ; 510640; Guangdong; China
| | - Mouming Zhao
- College of Light Industry and Food Sciences; South China University of Technology; Guangzhou ; 510640; Guangdong; China
| | - Chun Cui
- College of Light Industry and Food Sciences; South China University of Technology; Guangzhou ; 510640; Guangdong; China
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Yang H, Ye X, Sun Y, Wu D, Chen Y, Liu D. Optimization of extraction of prodelphinidins from bayberry (Myrica rubra Sieb. et Zucc.) leaves. Journal of Food Science and Technology 2012; 51:2435-44. [PMID: 25328182 DOI: 10.1007/s13197-012-0719-7] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Revised: 03/23/2012] [Accepted: 04/26/2012] [Indexed: 10/28/2022]
Abstract
The antioxidant activity of bayberry leaf extract determined by DPPH• and FRAP assay was comparable with ascorbic acid. Prodelphinidins in the extract had significant positive correlation with the antioxidant activities of bayberry leaf extract. The correlation coefficients (R) were 0.963 and 0.970 for DPPH• and FRAP assay, respectively. In order to develop a new natural antioxidant, a central composite design was employed and the yield of prodelphinidins was selected as the response value to investigate the extraction. The best possible combination of acetone concentration, time, solid-liquid ratio and temperature was obtained for the maximum extraction of prodelphinidins by using response surface methodology (RSM). The extraction yield of prodelphinidins was affected significantly by process variables. The optimal conditions obtained by RSM include 56.93 % acetone, 31.98 min time, 1: 44.52 solid-liquid ratio, and 50.00 °C temperature. Under the optimum condition, the experimental yield of prodelphinidins was 117.3 ± 5.1 mg/g, which was not different from the predicted value significantly.
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Affiliation(s)
- Haihua Yang
- College of Biosystem Engineering and Food Science, Zhejiang University, 338# Yuhangtang Rd., Hangzhou, 310058 People's Republic of China
| | - Xingqian Ye
- College of Biosystem Engineering and Food Science, Zhejiang University, 338# Yuhangtang Rd., Hangzhou, 310058 People's Republic of China
| | - Yujing Sun
- College of Biosystem Engineering and Food Science, Zhejiang University, 338# Yuhangtang Rd., Hangzhou, 310058 People's Republic of China
| | - Dan Wu
- College of Biosystem Engineering and Food Science, Zhejiang University, 338# Yuhangtang Rd., Hangzhou, 310058 People's Republic of China
| | - Yan Chen
- College of Biosystem Engineering and Food Science, Zhejiang University, 338# Yuhangtang Rd., Hangzhou, 310058 People's Republic of China
| | - Donghong Liu
- College of Biosystem Engineering and Food Science, Zhejiang University, 338# Yuhangtang Rd., Hangzhou, 310058 People's Republic of China
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