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构建lncRNA模型探索膀胱癌的免疫治疗进展

赵 琪1, 郭 峰1, 熊 鹰2
1、长江大学医学部
2、荆州市第一人民医院科教科

摘要


由免疫相关的长非编码核糖核酸(irlncRNAs)组成的信号标记对预测膀胱癌患者预后具有一定的价值。本研究,检索了癌症基因组图谱(TCGA)的原始转录组数据,通过差异分析和共表达分析鉴定了具有差异表达的irlncRNA,并通过多变量分析鉴定了配对irlncRNA。然后比较曲线下面积,计算受试者工作特征曲线的AIC值,确定分界点,建立膀胱癌高、低危人群的最优判别模型。共鉴定出36对irlncRNA,其中10对纳入Cox回归模型。按分界点重新分组后,根据患者的不良生存结局、侵袭性临床病理特征、特定的肿瘤免疫浸润状态、化疗敏感性低和免疫抑制标志物的表达,可以更有效地区分它们。通过配对irlncRNA所建立的特征模型显示出良好的临床预测价值。

关键词


长链非编码 R N A ;生物标志物;膀胱癌;免疫微环境

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