Bai Yangyang, Chen Ruiting, Sun Jijian, Guo Yilin
Department of Urology, Henan Province Hospital of TCM, The Second Affiliated Hospital of Henan University of Chinese Medicine, Zhengzhou, China.
Department of Gynecology and Obstetrics, The Second Affiliated Hospital of Zhengzhou University, Zhengzhou, China.
Comb Chem High Throughput Screen. 2024;27(6):910-921. doi: 10.2174/1386207326666230731155309.
The present study aimed to investigate the therapeutic mechanism of Hedyotis diffusa Willd (HDW) and Scutellaria barbata (SB) in ccRCC using a combination of single-cell RNA sequencing (scRNA-seq) and network pharmacology.
The active ingredients and potential molecular targets of HDW-SB were obtained from the Traditional Chinese Medicine Systems Pharmacology Database and Analysis Platform. Gene expression data (GSE53757) were obtained from the Gene Expression Omnibus database. The hub genes of HDW-SB against ccRCC were identified via the protein-protein interaction network, and further analyzed by molecular complex detection. The roles of these genes in the diagnosis and immune infiltration of ccRCC were analyzed. The clinical significance of hub genes was verified using scRNA-seq data (GSE121638) and molecular docking.
Following the PPI network analysis, 29 hub genes of HDW-SB against ccRCC were identified. All hub genes, except for , had significantly different expressions in tumor tissue and a more accurate diagnosis of ccRCC. Fifteen cell clusters were defined based on the scRNA-seq dataset, and the clusters were annotated as six cell types using marker genes. and from hub genes were highly expressed in NK cells. Three active compounds, quercetin, luteolin, and baicalein, were found to target and from the compound-target interaction network.
29 hub genes of HDW-SB against ccRCC were identified and showed good performance in terms of diagnosis and prognosis. Moreover, among these hub genes docking with the main ingredients of HDW-SB, and exerted anti-ccRCC effects through NK cells.
本研究旨在结合单细胞RNA测序(scRNA-seq)和网络药理学,探讨白花蛇舌草(HDW)和半枝莲(SB)治疗肾透明细胞癌(ccRCC)的作用机制。
从中药系统药理学数据库与分析平台获取HDW-SB的活性成分和潜在分子靶点。从基因表达综合数据库获取基因表达数据(GSE53757)。通过蛋白质-蛋白质相互作用网络鉴定HDW-SB抗ccRCC的枢纽基因,并通过分子复合物检测进行进一步分析。分析这些基因在ccRCC诊断和免疫浸润中的作用。利用scRNA-seq数据(GSE121638)和分子对接验证枢纽基因的临床意义。
经蛋白质-蛋白质相互作用网络分析,鉴定出HDW-SB抗ccRCC的29个枢纽基因。除 外,所有枢纽基因在肿瘤组织中的表达均有显著差异,且对ccRCC有更准确的诊断价值。基于scRNA-seq数据集定义了15个细胞簇,并使用标记基因将这些簇注释为六种细胞类型。枢纽基因中的 和 在自然杀伤细胞中高表达。从化合物-靶点相互作用网络中发现槲皮素、木犀草素和黄芩苷三种活性化合物作用于 和 。
鉴定出HDW-SB抗ccRCC的29个枢纽基因,这些基因在诊断和预后方面表现良好。此外,在这些与HDW-SB主要成分对接的枢纽基因中, 和 通过自然杀伤细胞发挥抗ccRCC作用。