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Extraction process optimization of naphthoquinone from Walnut green husk based on Box-Behnken design-response surface methodology and back propagation neural network

Published on Sep. 04, 2024Total Views: 1063 times Total Downloads: 276 times Download Mobile

Author: GAO Jie 1 MA Jingyi 2

Affiliation: 1. Department of Pharmacy, The Fifth Affiliated Hospital of Xinjiang Medical University, Urumqi 830000, China 2. Office of Drug Clinical Trial Institutions, Zhuhai People's Hospital (ZhuHai Clinical Medical College of Jinan University), Zhuhai 519000, Guangdong Province, China

Keywords: Walnut green husk Naphthoquinone Extraction process optimization Box-Behnken design-response surface methodology Neural network In vitro antioxidant

DOI: 10.12173/j.issn.1008-049X.202403014

Reference: GAO Jie, MA Jingyi.Extraction process optimization of naphthoquinone from Walnut green husk based on Box-Behnken design-response surface methodology and back propagation neural network[J].Zhongguo Yaoshi Zazhi,2024, 27(8):1286-1295.DOI: 10.12173/j.issn.1008-049X.202403014.[Article in Chinese]

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Abstract

Objective  To optimize the extraction process of naphthoquinone from Walnut green husk with ethanol volume fraction, solid-liquid ratio and extraction temperature as the influencing factors on the basis of a single factor test, and study the in vitro antioxidant activity  of the extract.

Methods  The alcohol extraction method was used to extract naphthoquinone from Walnut green husk, and extraction process was optimized by Box-Behnken design-response surface methodology and back propagation neural network simulation. The scavenging capacity of naphthoquinone from Walnut green husk on hydroxyl radical (HO·), superoxide anion radical (O2-·) and 1,1-diphenyl-2-trinitrophenylhydrazine radical (DPPH·) were determined.

Results  The optimal extraction condition was as follows: ethanol volume fraction of 40%, solid-liquid ratio of 1∶30 (g/mL), extraction temperature of 70 ℃, extraction time of 2 h, and the extraction amount of naphthoquinone obtained was (20.182±1.851) mg/g. The scavenging rates of 0.1 g/L naphthoquinone extract on HO·, O2-· and DPPH· were 16.09%, 67.28% and 73.00%, respectively.

Conclusion  The extraction process of naphthoquinone from Walnut green husk is stable and feasible. The naphthoquinone extract from Walnut green husk exhibits good antioxidant activity.

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References

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