Integrated Multi-Omics and Single-Cell Analyses Implicate NOX4 as an Icariin-Associated Oxidative Stress Regulatory Node in Gastric Cancer

IF 5 2区 农林科学 Q2 FOOD SCIENCE & TECHNOLOGY
Na Liang, Junyan Li, Zuchao Luo, Zijuan Song, Liyuan Zhang, Chengyi Zou, Chunming Li, Bochen Pan, Jiawei Yang
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引用次数: 0

Abstract

Icariin, a prenylated flavonoid glycoside from Epimedium species, is a representative dietary polyphenol with antioxidant, anti-inflammatory, and antitumor properties. Gastric cancer (GC) is a major non-communicable chronic disease characterized by complex molecular alterations and dysregulated redox homeostasis, yet the molecular targets underlying the potential anti-GC activity of icariin remain poorly defined. In this study, we integrated network pharmacology, bulk transcriptomic analysis (TCGA-STAD; GSE15497, GSE84437, GSE84433, and GSE26253), and single-cell RNA sequencing (GSE183904; 142,053 cells) to identify candidate icariin-associated genes in GC. NOX4 expression, prognostic value, and tumor microenvironment characteristics were systematically evaluated. A NOX4-positive endothelial cell (NOX4pos_Endo)-associated molecular subtyping strategy and a LASSO-Cox prognostic model were constructed and validated. Molecular docking and molecular dynamics simulation were performed to explore a potential interaction between icariin and NOX4, and AGS cells were used for in vitro validation. Network pharmacology identified 24 overlapping icariin–GC targets, among which NOX4 showed prominent prognostic relevance. NOX4 was upregulated in GC and associated with unfavorable prognosis across multiple cohorts. At the single-cell level, NOX4 was predominantly expressed in an endothelial subpopulation characterized by angiogenesis-, adhesion-, and extracellular matrix remodeling-related transcriptional features. Consensus clustering identified two molecular subtypes with distinct clinical outcomes and biological characteristics. A 5-gene prognostic model comprising SPIRE1, PLCH1, KCNS3, SLC27A2, and GRP showed moderate predictive performance across independent cohorts. Molecular docking suggested a potential icariin–NOX4 interaction involving Ser576 and Trp377, while molecular dynamics simulation supported the stability of the predicted binding pose. In AGS cells, icariin treatment was associated with reduced NOX4 expression and intracellular ROS levels. Overall, these findings identify NOX4 as a candidate icariin-associated regulatory node in GC and suggest that NOX4/ROS-related signaling may contribute to the cellular response to icariin. Further experimental studies are required to determine whether NOX4 is a direct molecular target of icariin and to clarify its therapeutic relevance.

综合多组学和单细胞分析表明NOX4在胃癌中与淫羊藿苷相关的氧化应激调节节点有关。
淫羊藿苷(Icariin)是淫羊藿属植物中提取的一种烯酰化类黄酮苷,是一种具有抗氧化、抗炎和抗肿瘤特性的代表性膳食多酚。胃癌(GC)是一种主要的非传染性慢性疾病,其特征是复杂的分子改变和氧化还原稳态失调,然而淫羊藿苷潜在抗胃癌活性的分子靶点仍不明确。在本研究中,我们综合了网络药理学、大量转录组学分析(TCGA-STAD、GSE15497、GSE84437、GSE84433和GSE26253)和单细胞RNA测序(GSE183904; 142,053个细胞)来鉴定GC中候选的羊藿苷相关基因。系统评价NOX4的表达、预后价值和肿瘤微环境特征。构建并验证了nox4阳性内皮细胞(NOX4pos_Endo)相关分子分型策略和LASSO-Cox预后模型。通过分子对接和分子动力学模拟探索淫羊藿苷与NOX4之间潜在的相互作用,并利用AGS细胞进行体外验证。网络药理学鉴定出24个重叠的淫羊藿- gc靶点,其中NOX4表现出显著的预后相关性。在多个队列中,NOX4在GC中表达上调,并与不良预后相关。在单细胞水平上,NOX4主要在内皮亚群中表达,其特征是血管生成、粘附和细胞外基质重塑相关的转录特征。共识聚类鉴定出两种具有不同临床结果和生物学特征的分子亚型。由SPIRE1、PLCH1、kcn3、SLC27A2和GRP组成的5基因预后模型在独立队列中显示出中等的预测性能。分子对接提示淫羊藿素- nox4可能存在涉及Ser576和Trp377的相互作用,而分子动力学模拟支持预测结合姿态的稳定性。在AGS细胞中,淫羊藿苷处理与NOX4表达和细胞内ROS水平降低相关。总的来说,这些发现确定了NOX4是GC中与淫羊藿苷相关的候选调控节点,并表明NOX4/ ros相关的信号传导可能有助于细胞对淫羊藿苷的反应。需要进一步的实验研究来确定NOX4是否是淫羊藿苷的直接分子靶点,并阐明其治疗相关性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
Food Science & Nutrition
Food Science & Nutrition Agricultural and Biological Sciences-Food Science
CiteScore
7.40
自引率
5.10%
发文量
434
审稿时长
24 weeks
期刊介绍: Food Science & Nutrition is the peer-reviewed journal for rapid dissemination of research in all areas of food science and nutrition. The Journal will consider submissions of quality papers describing the results of fundamental and applied research related to all aspects of human food and nutrition, as well as interdisciplinary research that spans these two fields.
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