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A novel prognostic gene signature,nomogram and immune landscape based on tanshinone IIA drug targets for hepatocellular carcinoma:Comprehensive bioinformatics analysis and in vitro experiments

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摘要 Tanshinone IIA,one of the main ingredients of Danshen,is used to treat hepatocellular carcinoma(HCC).However,potential targets of the molecule in the therapy of HCC are unknown.Methods:In this study,we collected the tanshinone IIA targets from public databases for investigation.We screened differentially expressed genes(DEGs)across HCC and normal tissues using mRNA expression profiles from The Cancer Genome Atlas(TCGA).Univariate Cox regression analysis and least absolute shrinkage and selection operator(LASSO)Cox regression models were used to identify and construct the prognostic gene signature.Results:Finally,we discovered common genes across tanshinone IIA targets and HCC DEGs.We reported Fatty acid binding protein-6(FABP6),Polo-like Kinase 1(PLK1),deoxythymidylate kinase(DTYMK),Uridine Cytidine Kinase 2(UCK2),Enhancer of Zeste Homolog 2(EZH2),and Cytochrome P4502C9(CYP2C9)as components of a gene signature.The six-gene signature’s prognostic ability was evaluated using the Kaplan-Meier curve,time-dependent receiver operating characteristic(ROC),multivariate Cox regression analysis,and the nomogram.The mRNA level and protein expression of UCK2 were experimentally validated after treatment with different concentrations of tanshinone IIA in HEPG2 cells.CIBERSORTx,TIMER2.0,and GEPIA2 tools were employed to explore the relationship between the prognostic signature and immune cell infiltration.Conclusion:We established a six-gene signature as a reliable model with significant therapeutic possibility for prognosis and overall survival estimation in HCC patients,which might also benefit medical decision-making for appropriate treatment.
出处 《BIOCELL》 SCIE 2023年第7期1519-1535,共17页 生物细胞(英文)
基金 funded by the Sichuan Natural Science Foundation(No.2022NSFSCO654) the Radiation Oncology Key Laboratory of Sichuan Province Open Fund(No.2020FSZLX-03) the UESTC-Sichuan Cancer Hospital 2021 Medical-Engineering Oncology Innovation Fund(No.ZYGX2021YGCX013).
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