College of Traditional Chinese Medicine, Hebei University, No. 342 Yuhua East Road, Lianchi District, Baoding 071002, China.
College of Quality and Technical Supervision, Hebei University, No. 2666 Qiyi East Road, Lianchi District, Baoding 071002, China.
Ultrason Sonochem. 2022 Mar;84:105966. doi: 10.1016/j.ultsonch.2022.105966. Epub 2022 Mar 1.
Ultrasound assisted aqueous two-phase extraction of polysaccharides from Cornus officinalis fruit was modeled by response surface methodology (RSM) and artificial neural network (ANN), and optimized using genetic algorithm coupled with ANN (GA-ANN). Statistical analysis showed that the models obtained by RSM and ANN could accurately predict the Cornus officinalis polysaccharides (COPs) yield. However, ANN prediction was more accurate than RSM. The optimum extraction parameters to achieve the highest COPs yield (7.85 ± 0.09)% was obtained at the ultrasound power of 350 W, extraction temperature of 51 ℃, liquid-to-solid ratio of 17 mL/g, and extraction time of 38 min. Subsequently, the crude COPs were further purified via DEAE-52 and Sephadex G-100 chromatography to obtain a homogenous fraction (COPs-4-SG, 33.64 kDa) that contained galacturonic acid, arabinose, mannose, glucose, and galactose in a molar ratio of 34.82:14.19:6.75:13.48:12.26. The structure of COPs-4-SG was also characterized with UV-vis, fourier-transform infrared spectroscopy (FT-IR), atomic force microscopy (AFM), scanning electron microscopy (SEM), Congo-red test, and circular dichroism (CD). The findings provide a feasible way for the extraction, purification, and optimization of polysaccharides from plant resources.
超声辅助双水相萃取山茱萸多糖的响应面法(RSM)和人工神经网络(ANN)建模,并采用遗传算法与 ANN(GA-ANN)相结合进行优化。统计分析表明,RSM 和 ANN 得到的模型可以准确预测山茱萸多糖(COPs)的产率。然而,ANN 的预测比 RSM 更准确。为了获得最高 COPs 产率(7.85±0.09)%,最佳提取参数为超声功率 350 W、提取温度 51℃、液固比 17 mL/g、提取时间 38 min。随后,通过 DEAE-52 和 Sephadex G-100 层析进一步纯化粗 COPs,得到均一组分(COPs-4-SG,33.64 kDa),其摩尔比为半乳糖醛酸:阿拉伯糖:甘露糖:葡萄糖:半乳糖=34.82:14.19:6.75:13.48:12.26。还采用紫外可见分光光度法、傅里叶变换红外光谱(FT-IR)、原子力显微镜(AFM)、扫描电子显微镜(SEM)、刚果红试验和圆二色性(CD)对 COPs-4-SG 的结构进行了表征。研究结果为从植物资源中提取、纯化和优化多糖提供了一种可行的方法。