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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: 1101 times Total Downloads: 283 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

1.李志美. 核桃的开发利用[J]. 林业调查规划, 2004, 29(4): 199-201. DOI: 10.3969/j.issn.1671-3168.2004.z1.071.

2.耿树香, 宁德鲁, 陈海云, 等. 不同品种核桃青皮中主要功能性成分含量测定及分析[J]. 西部林业科学, 2018, 47(5): 57-63. [Geng SX, Ning DL, Chen HY, et al . Determination and analysis of main functional ingredients in Walnut green husk of different varieties[J]. Journal of West China Forestry Science, 2018, 47(5): 57-63.] DOI: 10.16473/j.cnki.xblykx1972.2018.05.010.

3.潘富赟, 张培正. 核桃青皮的综合应用及开发前景[J]. 中国食物与营养, 2010, 12: 21-24. [Pan FY, Zhang PZ. Comprehensive application and development prospect of Walnut green hus[J]. Food and Nutrition in China, 2010, 12: 21-24.] DOI: 10.3969/j.issn.1006-9577.2010.12.006.

4.仲军梅, 刘玉梅. 核桃青皮的开发利用研究进展 [J]. 食品工业科技, 2014, 35(19): 396-399. [Zhong JM, Liu YM. Status of development and utilization for green husk of Walnut[J]. Science and Technology of Food Industry, 2014, 35(19): 396-399.] DOI: 10.13386/j.issn1002-0306.2014.19.078.

5.马婧怡, 沈静, 张万鑫, 等. 核桃青皮流浸膏对银屑病小鼠皮肤屏障功能的影响及机制研究[J]. 环球中医药, 2020, 13(1): 13-17. [Ma JY, Shen J, Zhang WX, et al . Effect of Walnut green skin extract on skin barrier function of psoriasis mice and its mechanism[J]. Global Traditional Chinese Medicine, 2020, 13(1): 13-17.] DOI: 10.3969/j.issn.1674-1749.2020.01.003.

6.付晓, 宴千茜, 田树革. 维药核桃青皮的生药学研究 [J]. 化学与生物工程, 2023, 40(7): 40-44. [Fu X, Yan QX Tian SG. Pharmacognosy study of Walnut green husk[J]. Chemistry & Bioengineering, 2023, 40(7): 40-44.] DOI: 10.3969/j.issn.1672-5425.2023.07.009.

7.杨巧婷, 郭兆宽, 李江瑞, 等. 核桃青皮的主要化学成分研究综述[J]. 广州化工, 2018,46(6): 12-15, 29. [Yang QT, Guo ZK, Li JR, et al. Review on main chemical constituents of Walnut green husk[J]. Guangzhou Chemical Industry, 2018, 46(6):12-15, 29.] DOI: 10.3969/j.issn.1001-9677.2018.06.006.

8.娄丽, 杨霞, 朱佳敏. 核桃青皮主要活性物质及提取工艺研究进展[J]. 贵州科学, 2020, 38(2): 17-20. [Lou L, Yang X, Zhu JM. Research progress on the main active substances and extraction technology of Walnut green husk[J]. Guizhou Science, 2020, 38(2):17-20.] DOI: 10.3969/j.issn.1003-6563.2020.02.005.

9.Vieira V, Pereira C, Abreu RMV, et al. Hydroethanolic extract of Juglans regia L. green husks: a source of bioactive phytochemicals[J]. Food Chem Toxicol, 2020, 137: 111189. DOI: 10.1016/j.fct.2020.111189.

10.图尔贡江·伊力亚则, 孙宇, 倪慧, 等. 核桃青皮的研究进展[J]. 中国现代中药, 2015, 17(1): 77-81. [Yiliyaze TEGJ, Sun Y, Ni H, et al. Research progress of Walnut green husk[J]. Modern Chinese Medicine, 2015, 17(1): 77-81.] DOI: 10.13313/j.issn.1673-4890.2015.1.020.

11.邓亚伟, 刘明松, 李欣浓, 等. 基于 Plackett-Burman结合Box-Behnken优选经典名方三化汤挥发油β-环糊精包合工艺[J]. 中国现代应用药学, 2023, 40(19): 2669-2676. [Deng YW , Liu MS , Li XN, et al. Screen the volatile oil β-cyclodextrin infused process of the classic prescription recipe sanhua decoction based on Plackett-Burman combined with Box-Behnken[J]. Chinese Journal of Modern Applied Pharmacy, 2023, 40(19): 2669-2676.] DOI: 10.13748/j.cnki.issn1007-7693.20223429.

12.李洁, 石晓峰, 叶倩女, 等. Plackett-Burman 设计结合 Box-Behnken 响应面法优化紫斑牡丹籽壳中低聚芪类和单萜苷类化合物的超声提取工艺[J]. 中国现代应用药学, 2023, 40(1): 68-74. [Li J, Shi XF, Ye QY, et al. Optimization of the ultrasonic extraction process of the seed coat from Paeoniarockii (S. G. Haw. et. Laeuner) T. Hanget. T. J. Li by Plackett-Burman design combined with Box-Behnken response surface method[J]. Chinese Journal of Modern Applied Pharmacy, 2023, 40(1): 68-74.] DOI: 10.13748/j.cnki.issn1007-7693.2023.01.008.

13.胡准, 俞小梅, 余梦, 等 . Box-Behnken设计-响应面法优选香青兰中挥发油的提取工艺[J]. 中国药师, 2022, 25(6): 1007-1011. [Hu Z, Yu XM, Yu M, et al. Extraction process optimization of volatile oil from Dracocephalum moldavica L. by Box-Behnken design response surface methodology[J]. China Pharmacist, 2022, 25(6): 1007-1011.] DOI: 10.19962/j.cnki.issn1008-049X.2022.06.011.

14.郭忠静, 徐新军, 赵志敏, 等. 狗脊总酚酸的提取工艺优化及抗氧化活性[J]. 中国药师, 2024, 27(1): 8-16. [Guo ZJ, Xu XJ, Zhao ZM, et al. Optimization of extraction process and antioxidant activity of total phenolic acids from Cibotii rhizoma[J]. China Pharmacist, 2024, 27(1): 8-16.] DOI: 10.12173/j.issn.1008-049X.202310045.

15.黄莉, 邹纯才, 鄢海燕, 等. 基于指纹图谱的Box-Behnken 响应面法结合BP神经网络多指标优化决明子总蒽醌提取工艺[J]. 中国药学杂志, 2023, 58(7): 619-631. [Huang L, Zou CC, Yan HY, et al. Multi-index optimization of extraction process for total anthraquinone in Cassia seed by Box-Behnken response surface method combined with BP neural network based on fingerprint[J].Chinese Pharmaceutical Journal, 2023, 58(7): 619-631.] DOI: 10.11669/cpj.2023.07.009.

16.刘竹, 邹纯才, 鄢海燕, 等. 基于Box-Behnken响应面法与BP神经网络的油菜花粉总黄酮提取工艺研究[J]. 吉林医药学院学报, 2024, 45(3): 171-180. [Liu Z, Zou CC, Yan HY, et al. Study on the extraction process of total flavonoids from Rapeseed pollen based on Box Behnken response surface methodology and BP neural net-work[J]. Journal of Jilin Medical College, 2024, 45(3): 171-180.]DOI: 10.13845/j.cnki.issn1673-2995.20231122.004.

17.曾祥燕, 赵良忠, 蒋盛岩. BP神经网络优化桔子皮水溶性膳食纤维的提取工艺[J]. 食品工业科技, 2012, 33(15): 258-262. [Zeng XY, Zhao LZ, Jiang SY. Optimization of extraction process of soluble dietary fiber from Orange peel based on BP neural network[J]. Science and Technology of Food Industry, 2012, 33(15): 258-262.] DOI: 10.13386/j.issn1002-0306.2012.15.084.

18.王露露, 明佳佳, 杨涛, 等. 基于神经网络和响应面法对比优化富硒绿豆芽蛋白提取工艺研究[J]. 食品与发酵工业, 2024, 46(24): 148-155. [Wang LL, Ming JJ, Yang  T, et al. Comparison and optimization of protein extraction from selenium-enriched mung bean sprouts based on an artificial neural network and a response surface method[J]. Food and Fermentation Industries, 2024, 46(24): 148-155.] DOI: 10.13995/j.cnki.11-1802/ts.036912.

19.曹丽娟, 张旭, 陈朝银, 等. 核桃青皮的化学成分及药理学作用研究进展[J]. 湖北农业科学, 2016, 55(18): 4629-4633, 4663. [Cao LJ, Zhang X, Chen CY, et al. Research on the chemical components and pharmaceutical actions of Walnut green husk[J]. Hubei Agricultural Sciences, 2016, 55(18): 4629-4633, 4663.] DOI: 10.14088/j.cnki.issn0439-8114.2016.18.002.

20.卢俊. 响应面优化核桃青皮总黄酮提取工艺及其抗氧化活性研究[J]. 饲料研究, 2023, 9: 97-102. [Lu J. Study on response surface optimization of extraction process and antioxidant of total flavonoids from Walnut peel[J]. Feed Research, 2023, 9: 97-102.] DOI: 10.13557/j.cnki.issn1002-2813.2023.09.020.

21.路振康, 吴庆智, 张建, 等. 核桃青皮提取物的多酚含量、体外抗氧化和抗菌活性评价[J]. 食品科学, 2023, 44(3): 79-87. [Lu ZK, Wu QZ, Zhang J, et al. Evaluation of phenolic content and in vitro antioxidant and antibacterial activity of extract from green Walnut husks[J]. Food Science, 2023, 44(3): 79-87.] DOI: 10.7506/spkx1002-6630-20220320-236.

22.辛国松, 曲中原, 邹翔, 等. 不同贮藏年限青龙衣中羟基萘醌的比较[J]. 现代药物与临床, 2011, 26(3): 221-223. [Xin GS, Qu ZY, Zou X, et al. Comparison of hydroxyl naphthoquninones from Qinglongyi in different storage times[J]. Drugs & Clinic, 2011, 26(3): 221-223.] DOI: CNKI:SUN:GWZW.0.2011-03-026.

23.仲军梅, 徐建新, 刘玉梅. 核桃青皮中蒽醌类色素提取及稳定性[J]. 精细化工, 2014, 31(4): 458-462. [Zhong JM, Xu JX, Liu YM. Extraction and stability of anthraquinones pigments from Walnut green husks[J]. Fine Chemicals, 2014, 31(4): 458-462.] DOI: 10.13550/j.jxhg.2014.092.

24.刘迪, 宋晓宇, 李婧, 等. 响应面法优化核桃青皮萘醌类成分提取工艺及其抗氧化性研究[J]. 粮食与油脂, 2019, 32(1): 89-92. [Liu D, Song XY , Li J, et al. Optimization of extraction technology and antioxidant activity of naphthraquinones from Walnut peel by response surface methodology[J]. Cereals&Oils, 2019, 32(1): 89-92.] DOI: 10.3969/j.issn.1008-9578.2019.01.024.

25.刘猛, 吴伟源, 章检明, 等. 核桃青皮甲醇提取物的抗氧化活性研究[J]. 食品研究与开发, 2022, 43(13): 109-113. [Liu M Wu WY, Zhang JM, et al. Antioxidant activity of methanol extract from Walnut green husks[J]. Food Research and Development, 2022, 43(13): 109-113.] DOI: 10.12161/j.issn.1005-6521.2022.13.016.

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