Jiang Zhangsheng, Ruan Xinyi, Zhou Xingchen, Li Suling, Wang Chenxi, Huang Lin, He Zhixing, Zhang Yun, Wen Chengping
Innovation Center for Medical Basic Research of Autoimmune Diseases, China National Ministry of Education, College of Basic Medical Science, Zhejiang Chinese Medical University, Hangzhou 310053, China.
The Third School of Clinical Medicine, Zhejiang Chinese Medical University, Hangzhou, Zhejiang, China.
Int Immunopharmacol. 2025 May 8;154:114607. doi: 10.1016/j.intimp.2025.114607. Epub 2025 Apr 4.
Lupus nephritis (LN) leads to widespread kidney damage and nephron loss, establishing it as a major contributor to acute and chronic kidney injury, which can progress to end-stage renal disease. Phlorizin (PHZ), a major pharmacologically active constituent derived from Lithocarpus polystachyus Rehd., has been shown to exhibit significant immunomodulatory and anti-inflammatory properties. Growing evidence indicates that PHZ may exert a protective influence on kidney function. However, the therapeutic effect and mechanism of PHZ in treating LN need to be elucidated.
The PHZ-associated targets were identified through tools such as PharmMapper, SwissTargetPrediction, SuperPred and Targetnet. Simultaneously, LN-associated target spots were retrieved fromOMIM, DisGeNET, GeneCards, and GEO databases. Additionally, Venny 2.1.0 was employed to analyze the overlap between drug targets and disease targets. Following this, the DAVID software was employed to perform enrichment analyses for GO terms and KEGG pathways on the shared drug-disease target sites. Following this, the construction of protein-protein interaction (PPI) networks for these intersecting targets was carried out using the STRING database and Cytoscape software, aiming to pinpoint critical targets. Ultimately, molecular docking alongside dynamic simulations was used to evaluate the binding affinity between PHZ and the critical genes. Based on these findings, PHZ or Dexamethasone (DXSM) was administered to female MRL/lpr mice, which are predisposed to lupus. The therapeutic effects of PHZ on LN were evaluated by assessing renal function and the degree of kidney inflammation. Concurrently, flow cytometry was employed to measure the percentage of CD4 T cell subsets. Additionally, relevant signaling pathways were examined through western blot analysis. Furthermore, CD4CD25Foxp3 regulatory T (Treg) cells were induced in vitro. Flow cytometry and immunoblotting were performed to confirm the role and mechanism of PHZ in Treg cell differentiation.
The PHZ compound specifically targeted 161 genes associated with LN. PPI analysis revealed that among all the target genes, Akt1, ALB, MMP9, HSP90AA1, and NF-κB1 exhibited the highest centrality. KEGG pathway analysis suggested that the phosphatidylinositol 3 kinase/protein kinase B (PI3K/AKT) signaling pathway could play a crucial role in the treatment of LN. Molecular docking revealed that PHZ exhibits a strong affinity for binding with AKT1. Experimental studies, both in vitro and in vivo, showed that PHZ might alleviate LN by promoting Treg differentiation via activation of the PI3K/AKT signaling pathway.
Integrating network pharmacology, bioinformatics, and experimental validation, our study systematically deciphers the therapeutic efficacy and molecular mechanisms of PHZ against LN. Network pharmacology analysis and bioinformatics suggested PI3K/AKT signaling as the pivotal pathway to treat LN, while subsequent in vivo and in vitro experiments confirmed that PHZ exerts its therapeutic effects through activating the PI3K/AKT signaling pathway, ultimately driving FOXP3-dependent regulatory T cell differentiation.
狼疮性肾炎(LN)会导致广泛的肾脏损伤和肾单位丧失,使其成为急性和慢性肾损伤的主要原因,进而可发展为终末期肾病。根皮苷(PHZ)是从多穗柯中提取的一种主要药理活性成分,已被证明具有显著的免疫调节和抗炎特性。越来越多的证据表明,PHZ可能对肾功能具有保护作用。然而,PHZ治疗LN的疗效和机制尚待阐明。
通过PharmMapper、SwissTargetPrediction、SuperPred和Targetnet等工具识别与PHZ相关的靶点。同时,从OMIM、DisGeNET、GeneCards和GEO数据库中检索与LN相关的靶点。此外,使用Venny 2.1.0分析药物靶点与疾病靶点之间的重叠情况。随后,利用DAVID软件对共享的药物 - 疾病靶点进行基因本体(GO)术语和京都基因与基因组百科全书(KEGG)通路的富集分析。之后,使用STRING数据库和Cytoscape软件构建这些相交靶点的蛋白质 - 蛋白质相互作用(PPI)网络,以确定关键靶点。最终,通过分子对接和动态模拟评估PHZ与关键基因之间的结合亲和力。基于这些发现,将PHZ或地塞米松(DXSM)给予易患狼疮的雌性MRL/lpr小鼠。通过评估肾功能和肾脏炎症程度来评价PHZ对LN的治疗效果。同时,采用流式细胞术测量CD4 T细胞亚群的百分比。此外,通过蛋白质印迹分析检测相关信号通路。此外,在体外诱导CD4⁺CD25⁺Foxp3调节性T(Treg)细胞。进行流式细胞术和免疫印迹以确认PHZ在Treg细胞分化中的作用和机制。
PHZ化合物特异性靶向161个与LN相关的基因。PPI分析显示,在所有靶基因中,Akt1、ALB、MMP9、HSP90AA1和NF - κB1的中心性最高。KEGG通路分析表明,磷脂酰肌醇3激酶/蛋白激酶B(PI3K/AKT)信号通路可能在LN治疗中起关键作用。分子对接显示,PHZ与AKT1具有很强的结合亲和力。体内和体外实验研究表明,PHZ可能通过激活PI3K/AKT信号通路促进Treg分化,从而减轻LN。
本研究整合网络药理学、生物信息学和实验验证,系统地解读了PHZ治疗LN的疗效和分子机制。网络药理学分析和生物信息学表明PI3K/AKT信号通路是治疗LN的关键途径,随后的体内和体外实验证实,PHZ通过激活PI3K/AKT信号通路发挥治疗作用,最终驱动FOXP3依赖的调节性T细胞分化。