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    章龙珍, 党志成. 基于免疫基因组学构建食管癌的预后风险模型[J]. 徐州医科大学学报, 2021, 41(8): 547-553.
    引用本文: 章龙珍, 党志成. 基于免疫基因组学构建食管癌的预后风险模型[J]. 徐州医科大学学报, 2021, 41(8): 547-553.
    Construction of Prognostic Risk Model for Patients with Esophageal Carcinoma ba<x>sed on Immunogenomics[J]. Journal of Xuzhou Medical University, 2021, 41(8): 547-553.
    Citation: Construction of Prognostic Risk Model for Patients with Esophageal Carcinoma ba<x>sed on Immunogenomics[J]. Journal of Xuzhou Medical University, 2021, 41(8): 547-553.

    基于免疫基因组学构建食管癌的预后风险模型

    Construction of Prognostic Risk Model for Patients with Esophageal Carcinoma ba<x>sed on Immunogenomics

    • 摘要: 目的 借助生物信息学技术,基于免疫相关基因(Immune Associated Genes ,IAGs)构建食管癌(Esophageal Carcinoma,ESCA)的预后风险模型。方法 自公共数据库下载ESCA的基因表达数据和临床数据,筛选出与预后有关的IAGs(Prognostic Related IAGs,pIAGs)。基于pIAGs构建预后风险模型并对其预测效能进行评价。结果 根据差异性表达基因的分析结果,共计鉴定出9个核心pIAGs用于构建ESCA的预后风险模型。高风险组ESCA患者的预后明显劣于低风险组,ROC曲线提示该模型具有良好的预测效能(AUC=0.833),并且可作为ESCA患者的独立预后危险因素。结论 基于IAGs构建的ESCA预后风险模型可为具有不同临床特征ESCA患者提供精准的预后评估。

       

      Abstract: ob<x>jective To construct the prognostic risk model of esophageal carcinoma (ESCA) ba<x>sed on the immune associated genes (IAGs) with the help of bioinformatics technology. Methods The gene ex<x>pression data and clinical data of ESCA were downloaded from public databa<x>ses to screen p rognostic related IAGs (pIAGs). The prognostic risk model was constructed ba<x>sed on the pIAGs and its predictive efficiency was then evaluated. Results According to the analysis results of differentially expressed genes, a total of 9 core pIAGs were identified to construct the prognostic risk model of ESCA. The prognosis of ESCA patients in the high risk group was significantly worse than those in the low risk group . The ROC curve suggested that the model had good predictive efficiency (AUC=0.833) and could be used as an independent prognostic risk factor for ESCA patients. Conclusions The prognostic risk model of ESCA ba<x>sed on IAGs could provide accurate prognosis assessment for ESCA patients with different clinical characteristics.

       

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