Optimization of total flavonoids purification process in rose by uniform design method

This study aims to establish a method for purifying total flavonoids in roses using macroporous resin columns, intending to leverage and harness their potential. We screened six macroporous resins to evaluate their capacity for their adsorption and desorption, ultimately identifying X5 macroporous r...

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Published inPreparative biochemistry & biotechnology Vol. 54; no. 7; pp. 946 - 957
Main Authors Qin, Dongmei, He, Cui, Gao, Yuefeng, Lyu, Bo
Format Journal Article
LanguageEnglish
Published England Taylor & Francis 01.08.2024
Taylor & Francis Ltd
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ISSN1082-6068
1532-2297
1532-2297
DOI10.1080/10826068.2024.2311918

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Abstract This study aims to establish a method for purifying total flavonoids in roses using macroporous resin columns, intending to leverage and harness their potential. We screened six macroporous resins to evaluate their capacity for their adsorption and desorption, ultimately identifying X5 macroporous resin as the most effective. To comprehensively understand the adsorption behavior, we analyzed it using various models, such as pseudo-first-order and pseudo-second-order kinetic models, particle diffusion models, and Langmuir, Freundlich, and Temkin isotherm models. Employing both single-factor and uniform design, approaches, the focus of this work was on maximizing the total flavonoid recovery rate. A 3-factor and 10-level uniform design table was utilized for optimizing the optimal process parameters and exploring the antioxidant properties of the purified flavonoids. The optimal process conditions for purifying total flavonoids from roses can be summarized as follows: a sample concentration of 2 mg/mL, pH at 2, 55 mL sample volume, eluent ethanol concentration of 75%, eluent volume of 5 BV, and the elution rate set at 1 mL/min. Following purification, the total flavonoid content peaked at 57.82%, achieving an 84.93% recovery rate, signifying substantial antioxidant potential. Consequently, the method established for purifying TFR using X5 macroporous resin in this study proves to be a dependable and reliable method consistent approach.
AbstractList This study aims to establish a method for purifying total flavonoids in roses using macroporous resin columns, intending to leverage and harness their potential. We screened six macroporous resins to evaluate their capacity for their adsorption and desorption, ultimately identifying X5 macroporous resin as the most effective. To comprehensively understand the adsorption behavior, we analyzed it using various models, such as pseudo-first-order and pseudo-second-order kinetic models, particle diffusion models, and Langmuir, Freundlich, and Temkin isotherm models. Employing both single-factor and uniform design, approaches, the focus of this work was on maximizing the total flavonoid recovery rate. A 3-factor and 10-level uniform design table was utilized for optimizing the optimal process parameters and exploring the antioxidant properties of the purified flavonoids. The optimal process conditions for purifying total flavonoids from roses can be summarized as follows: a sample concentration of 2 mg/mL, pH at 2, 55 mL sample volume, eluent ethanol concentration of 75%, eluent volume of 5 BV, and the elution rate set at 1 mL/min. Following purification, the total flavonoid content peaked at 57.82%, achieving an 84.93% recovery rate, signifying substantial antioxidant potential. Consequently, the method established for purifying TFR using X5 macroporous resin in this study proves to be a dependable and reliable method consistent approach.
This study aims to establish a method for purifying total flavonoids in roses using macroporous resin columns, intending to leverage and harness their potential. We screened six macroporous resins to evaluate their capacity for their adsorption and desorption, ultimately identifying X5 macroporous resin as the most effective. To comprehensively understand the adsorption behavior, we analyzed it using various models, such as pseudo-first-order and pseudo-second-order kinetic models, particle diffusion models, and Langmuir, Freundlich, and Temkin isotherm models. Employing both single-factor and uniform design, approaches, the focus of this work was on maximizing the total flavonoid recovery rate. A 3-factor and 10-level uniform design table was utilized for optimizing the optimal process parameters and exploring the antioxidant properties of the purified flavonoids. The optimal process conditions for purifying total flavonoids from roses can be summarized as follows: a sample concentration of 2 mg/mL, pH at 2, 55 mL sample volume, eluent ethanol concentration of 75%, eluent volume of 5 BV, and the elution rate set at 1 mL/min. Following purification, the total flavonoid content peaked at 57.82%, achieving an 84.93% recovery rate, signifying substantial antioxidant potential. Consequently, the method established for purifying TFR using X5 macroporous resin in this study proves to be a dependable and reliable method consistent approach.This study aims to establish a method for purifying total flavonoids in roses using macroporous resin columns, intending to leverage and harness their potential. We screened six macroporous resins to evaluate their capacity for their adsorption and desorption, ultimately identifying X5 macroporous resin as the most effective. To comprehensively understand the adsorption behavior, we analyzed it using various models, such as pseudo-first-order and pseudo-second-order kinetic models, particle diffusion models, and Langmuir, Freundlich, and Temkin isotherm models. Employing both single-factor and uniform design, approaches, the focus of this work was on maximizing the total flavonoid recovery rate. A 3-factor and 10-level uniform design table was utilized for optimizing the optimal process parameters and exploring the antioxidant properties of the purified flavonoids. The optimal process conditions for purifying total flavonoids from roses can be summarized as follows: a sample concentration of 2 mg/mL, pH at 2, 55 mL sample volume, eluent ethanol concentration of 75%, eluent volume of 5 BV, and the elution rate set at 1 mL/min. Following purification, the total flavonoid content peaked at 57.82%, achieving an 84.93% recovery rate, signifying substantial antioxidant potential. Consequently, the method established for purifying TFR using X5 macroporous resin in this study proves to be a dependable and reliable method consistent approach.
Author Lyu, Bo
Qin, Dongmei
He, Cui
Gao, Yuefeng
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Cites_doi 10.1016/j.foodchem.2020.127940
10.3390/molecules26144162
10.1002/fsn3.2363
10.1002/ejlt.201800440
10.1016/j.foodchem.2021.130800
10.1016/j.seppur.2020.117962
10.3390/antiox11102032
10.1016/j.lwt.2012.01.008
10.1016/j.jenvman.2022.114948
10.3390/molecules24173200
10.1088/1757-899X/677/2/022126
10.1016/s2095-3119(17)61664-2
10.1039/d3ra03476c
10.1007/s10661-023-11334-2
10.1016/j.molliq.2018.05.065
10.1016/j.micromeso.2022.112333
10.1016/j.foodres.2022.111977
10.1016/j.fochx.2022.100505
10.1080/02331888.2023.2204438
10.1007/s41742-017-0010-x
10.1007/s13399-023-03832-7
10.1007/s42823-019-00023-1
10.3390/molecules27144379
10.25135/rnp.60.17.12.191
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Snippet This study aims to establish a method for purifying total flavonoids in roses using macroporous resin columns, intending to leverage and harness their...
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SubjectTerms Adsorption
antioxidant activity
Antioxidants
biotechnology
Design
Design factors
Design optimization
Design parameters
desorption
Diffusion rate
Eluents
Elution
Ethanol
Flavonoids
Kinetics
Particle diffusion
porous media
Process parameters
Purification
purification methods
Recovery
Resins
rose
sorption isotherms
total flavonoids
uniform design
Title Optimization of total flavonoids purification process in rose by uniform design method
URI https://www.tandfonline.com/doi/abs/10.1080/10826068.2024.2311918
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