Department of Pathology and Pathophysiology, School of Medicine, Southeast University, 210009 Nanjing, China.
Department of Pathology and Pathophysiology, School of Medicine, Southeast University, 210009 Nanjing, China.
Genomics. 2020 May;112(3):2640-2646. doi: 10.1016/j.ygeno.2020.02.015. Epub 2020 Feb 19.
The prognosis of patients with breast cancer is closely related to both the infiltration of immune cells and the expression of lncRNAs. In this study, we evaluated the infiltration of immune cells in 1109 breast cancer samples obtained from TCGA by applying the ssGSEA to the transcriptome of these samples, thereby generating high immune cell infiltration group and low immune cell infiltration group. On the basis of these groupings, we found 696 differentially expressed lncRNAs which were sequentially subjected to univariate Cox regression and stepwise multiple Cox regression analysis. 11 lncRNAs were identified as prognostic signature for breast cancer. Kaplan-Meier analysis, univariate Cox regression, multivariate Cox regression, and ROC analyses further revealed that this 11-lncRNA signature was a novel and important prognostic factor independent of multiple clinicopathological parameters. The TIMER database showed that this 11-lncRNA prognostic signature for breast cancer was associated with the infiltration of immune cell subtypes.
乳腺癌患者的预后与免疫细胞浸润和 lncRNAs 的表达密切相关。本研究通过对这些样本的转录组进行 ssGSEA 分析,评估了 1109 例来自 TCGA 的乳腺癌样本中的免疫细胞浸润情况,从而生成高免疫细胞浸润组和低免疫细胞浸润组。在此基础上,我们发现了 696 个差异表达的 lncRNAs,对其进行单因素 Cox 回归和逐步多因素 Cox 回归分析。鉴定出 11 个 lncRNAs 作为乳腺癌的预后标志物。Kaplan-Meier 分析、单因素 Cox 回归、多因素 Cox 回归和 ROC 分析进一步表明,该 11-lncRNA 标志物是一个独立于多个临床病理参数的新型重要预后因素。TIMER 数据库显示,该 11-lncRNA 乳腺癌预后标志物与免疫细胞亚群浸润相关。