Ultrasound-assisted extraction of anti-inflammatory actives from corn silk (Zea mays L.): Process optimization, machine learning screening, and interaction mechanisms

超声辅助提取玉米须(Zea mays L.)中的抗炎活性成分:工艺优化、机器学习筛选和相互作用机制

阅读:1

Abstract

Inflammation is an important immune response in our organism, the intervention of anti-inflammatory substances is critical to control inflammation, in which Cyclooxygenase-2 (COX-2) serves as a key target to inhibit inflammatory factors. This study employed ultrasonic-assisted extraction (UAE) to prepare isoorientin from corn silk (Zea mays L.), optimizing extraction parameters to achieve a maximum yield of 1.26 mg/g isoorientin under optimal conditions. A quantitative structure-activity relationship (QSAR) model was utilized to screen four potential COX-2 inhibitors, including isoorientin, whose excellent inhibitory activities were validated through in vitro COX-2 inhibition assays. Notably, isoorientin demonstrated significant COX-2 inhibitory potency with an IC(50) value of 18.38 ± 0.38 μg/mL. Oral toxicity testing revealed that isoorientin exhibited non-toxic or low-toxic characteristics compared to the other three compounds, indicating superior safety profiles. Molecular docking and molecular dynamics (MD) simulations were combined to elucidate the binding mechanism of isoorientin with COX-2, confirming that stable interactions were mediated by hydrogen bonding and hydrophobic effects. This work provides a theoretical framework for the rapid screening of COX-2 inhibitory compounds, establishes a high-value utilization pathway for corn silk, thereby contributing to the advancement of green and sustainable development.

特别声明

1、本页面内容包含部分的内容是基于公开信息的合理引用;引用内容仅为补充信息,不代表本站立场。

2、若认为本页面引用内容涉及侵权,请及时与本站联系,我们将第一时间处理。

3、其他媒体/个人如需使用本页面原创内容,需注明“来源:[生知库]”并获得授权;使用引用内容的,需自行联系原作者获得许可。

4、投稿及合作请联系:info@biocloudy.com。