Huang Renxuan, Xu Mingxian, Guo Weitang, Cheng Mingzhe, Dong Rui, Tu Jian, Xu Shao, Zou Changye
Musculoskeletal Oncology Center, The First Affiliated Hospital of Sun Yat-Sen University, No. 58, 2nd Zhongshan Road, Guangzhou, 510080, China.
Department of Radiology, Guangdong Provincial People's Hospital (Guangdong Academy of Medical Sciences), Southern Medical University, Guangzhou, 510080, China.
Cancer Cell Int. 2023 Sep 25;23(1):213. doi: 10.1186/s12935-023-03046-x.
Luteolin is an active ingredient in various traditional Chinese medicines for the treatment of multiple tumors. However, the mechanisms of its inhibitory effect on osteosarcoma proliferation and metastasis remain unclear.
To elucidate the anti-osteosarcoma mechanisms of luteolin based on network pharmacology and experimental verification.
Integrate network pharmacology predictions, scRNA-seq analysis, molecular docking, and experimental validation.
Luteolin-related targets and osteosarcoma-associated targets were collected from several public databases. The luteolin against osteosarcoma targets were screened and a PPI network was constructed to identify the hub targets. The GO and KEGG enrichment of osteosarcoma-associated targets and luteolin against osteosarcoma targets were performed. And scRNA-seq analysis was performed to determine the distribution of the core target expression in OS tissues. Molecular docking, cell biological assays, and osteosarcoma orthotopic mouse model was performed to validate the inhibitory effect and mechanisms of luteolin on osteosarcoma proliferation and metastasis.
Network pharmacology showed that 251 luteolin against osteosarcoma targets and 8 hub targets including AKT1, ALB, CASP3, IL6, JUN, STAT3, TNF, and VEGFA, and the PI3K-AKT signaling pathway might play an important role in anti-osteosarcoma of luteolin. Analysis of public data revealed that AKT1, IL6, JUN, STAT3, TNF, and VEGFA expression in OS tissue was significantly higher than that in normal bones, and the diagnostic value of VEGFA for overall survival and metastasis was increased over time. scRNA-seq analysis revealed significantly higher expression of AKT1, STAT3, and VEGFA in MYC osteoblastic OS cells, especially in primary samples. Moreover, the docking activity between luteolin and the hub targets was excellent, as verified by molecular docking. Experimental results showed that luteolin could inhibit cell viability and significantly decrease the expression of AKT1, STAT3, IL6, TNF, and VEGFA, and luteolin could also inhibit osteosarcoma proliferation and metastasis in osteosarcoma orthotopic mouse model.
This study shows that luteolin may regulate multiple signaling pathways by targeting various genes like AKT1, STAT3, IL6, TNF, and VEGFA to inhibit osteosarcoma proliferation and metastasis.
木犀草素是多种用于治疗多种肿瘤的传统中药中的活性成分。然而,其对骨肉瘤增殖和转移的抑制作用机制尚不清楚。
基于网络药理学和实验验证阐明木犀草素抗骨肉瘤的机制。
整合网络药理学预测、单细胞RNA测序分析、分子对接和实验验证。
从多个公共数据库收集木犀草素相关靶点和骨肉瘤相关靶点。筛选木犀草素抗骨肉瘤靶点并构建蛋白质-蛋白质相互作用网络以识别核心靶点。对骨肉瘤相关靶点和木犀草素抗骨肉瘤靶点进行基因本体论(GO)和京都基因与基因组百科全书(KEGG)富集分析。进行单细胞RNA测序分析以确定核心靶点在骨肉瘤组织中的表达分布。进行分子对接、细胞生物学实验以及骨肉瘤原位小鼠模型实验以验证木犀草素对骨肉瘤增殖和转移的抑制作用及机制。
网络药理学显示251个木犀草素抗骨肉瘤靶点以及8个核心靶点,包括AKT1、ALB、CASP3、IL6、JUN、STAT3、TNF和VEGFA,PI3K-AKT信号通路可能在木犀草素抗骨肉瘤中起重要作用。对公共数据的分析表明,骨肉瘤组织中AKT1、IL6、JUN、STAT3、TNF和VEGFA的表达明显高于正常骨组织,且VEGFA对总生存期和转移的诊断价值随时间增加。单细胞RNA测序分析显示,AKT1、STAT3和VEGFA在MYC成骨细胞型骨肉瘤细胞中表达明显更高,尤其是在原发性样本中。此外,经分子对接验证,木犀草素与核心靶点之间的对接活性良好。实验结果表明,木犀草素可抑制细胞活力并显著降低AKT1、STAT3、IL6、TNF和VEGFA的表达,木犀草素还可抑制骨肉瘤原位小鼠模型中的骨肉瘤增殖和转移。
本研究表明,木犀草素可能通过靶向AKT1、STAT3、IL6、TNF和VEGFA等多种基因来调节多条信号通路,从而抑制骨肉瘤的增殖和转移。