ACE inhibitory peptides from enzymatic hydrolysate of fermented black sesame seed: Random forest-based optimization, screening, and molecular docking analysis

点击次数:421   下载次数:0
外文摘要:In this study, black sesame seeds were fermented by Lactobacillus Plantarum NCU116 and then hydrolyzed using acid protease to improve Angiotensin-I-converting enzyme (ACE) inhibitory activity. The random forest-particle swarm optimization (RF-PSO) model was applied to predict the ACE inhibitory activity during the hydrolysis process based on the experimental data. After separating by adsorption chromatography, gel filtration chromatography, and reversed phased-high performance liquid chromatography and then screening in silico method, eight peptides were identified from fermented black sesame seed hydrolysates as ITAPHW, SLPNYHPSPR, QYLPR, IRPNGL, YHNAPIL, LSYPR, GFAGDDAPRA, and LDPNPRSF with IC50 values of 51.69 mu M, 146.67 mu M, 655.02 mu M, 752.60 mu M, 1.02 mM, 2.01 mM, 1.97 mM, and 3.43 mM, respectively. ITAPHW and SLPNYHPSPR exhibited high antioxidant activity and inhibited the ACE activity in a non-competitive pattern. Molecular docking revealed that the strong ACE inhibition of ITAPHW and SLPNYHPSPR is probably attributed to the interaction with Zn2+ of ACE.
外文关键词:Black sesame seeds;RF-PSO optimization;Peptides;Angiotensin-I-converting enzyme;Inhibitory mechanism
作者:Du, Tonghao;Xu, Yazhou;Xu, Xiaoyan;Xiong, Shijin;Zhang, Linli;Dong, Biao;Huang, Jinqing;Huang, Tao;Xiao, Muyan;Xiong, Tao;Xie, Mingyong
作者单位:Nanchang Univ;Jiangxi Acad Agr Sci
期刊名称:FOOD CHEMISTRY
期刊影响因子:0.0
出版年份:2024
出版刊次:437
  1. 编译服务:植物病毒学
  2. 编译者:虞德容
  3. 编译时间:2025-01-24