Study on extraction technology and antioxidant activity of total alkaloids from Hemsleya chinensis based on orthogonal design and BP neural network

被引:6
作者
Jiang, Weiwei [1 ,2 ]
Zheng, Shaoyu [1 ]
Yuan, Chengxiao [1 ,3 ]
Gao, Qingqing [1 ,3 ]
Xiang, Chunfan [1 ,3 ]
Tian, Shunwei [1 ]
Li, Jianmei [1 ]
Zhao, Yan [1 ,2 ,3 ]
机构
[1] Yunnan Agr Univ, Natl Local Joint Engn Res Ctr Gemplasm lnnovat & U, Key Lab Med Plant Biol Yunnan Prov, Kunming 650201, Yunnan, Peoples R China
[2] Yunnan Characterist Plant Extract Lab, Kunming 650106, Yunnan, Peoples R China
[3] Yunnan Agr Univ, Coll Agron & Biotechnol, Kunming 650201, Yunnan, Peoples R China
基金
中国国家自然科学基金;
关键词
Hemsleya chinensis; Alkaloids; Orthogonal design; BPNN; Antioxidant activity;
D O I
10.1016/j.heliyon.2023.e20680
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
In this study, total alkaloids from Hemsleya chinensis were extracted and tested for their antioxidant properties. To optimize extraction methods, a single factor experiment was conducted to determine the total alkaloid concentrations of H. chinensis using the L9 (34) orthogonal design test method and the BP neural network (BPNN), resulting in the optimum extraction conditions for total alkaloids. The optimal conditions for H. chinensis alkaloids extraction with acid water are: HCl concentration is 0.50 %, extraction temperature is 85 degrees C, material-liquid ratio is 1:64.5, and extraction rate of alkaloids is 0.2785 +/- 0.0003 mg/mL. The alkaloid from H. chinensis exhibited antioxidant activity in a quantity-effect relationship with activity. These findings showed that the procedure to be reasonable, the alkaloid extraction efficiency to be high, and the method could be used to extract the alkaloids of H. chinensis, improving the development of natural and healthy medicinal resources for the pharmaceutical and food industries.
引用
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页数:10
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