Department of Thoracic Surgery, The Second Clinical Medical College, Jinan University (Shenzhen People's Hospital), 518020, Shenzhen, China.
Department of Thoracic Surgery, The Second Clinical Medical College, Jinan University (Shenzhen People's Hospital), 518020, Shenzhen, China.
Comput Biol Med. 2022 Sep;148:105655. doi: 10.1016/j.compbiomed.2022.105655. Epub 2022 May 21.
Accumulating evidence suggests that long noncoding RNAs (lncRNAs) play a critical role in regulating cancer immunity and the tumor microenvironment. Tumor-infiltrating macrophages are one of the most abundant constituents of many tumors. However, the functions and clinical significance of lncRNAs in tumor-associated macrophages have not been systematically elucidated. In this study, we analyzed the tumor immune microenvironment and lncRNA expression level differences based on The Cancer Genome Atlas (TCGA) and immune cell transcriptome profiles using lung adenocarcinoma microarray datasets GSE3141, GSE51210, GSE37745, and the RNA sequencing data of GSE81089. We then identified a macrophage infiltration-related lncRNA signature (MILnc) including LINC00240, MCF2L-AS1, SFTA3, MIR497HG, FAM215A, UCA1, MIR155HG, and TLRB-AS1 from a list of 147 macrophage-specific lncRNAs. The MILnc was capable of predicting overall survival differences in TCGA and several external validation datasets with a favorable performance. Functional analysis revealed that MILnc was associated with tumor progression and negatively correlated with immune checkpoints. Additionally, MILnc was positively correlated with tumor mutational burden and could predict the immunotherapy response of patients receiving anti-PD-1 or anti-CTLA4 therapy. In summary, our study highlighted the value of MILnc, which revealed the immune environment status and immunotherapy response of lung adenocarcinoma. A robust and powerful MILnc risk model could aid exploration of treatment decisions and mechanisms of macrophage-infiltrating lncRNAs.
越来越多的证据表明,长非编码 RNA(lncRNA)在调节癌症免疫和肿瘤微环境中起着关键作用。肿瘤浸润巨噬细胞是许多肿瘤中最丰富的成分之一。然而,lncRNA 在肿瘤相关巨噬细胞中的功能和临床意义尚未得到系统阐明。在这项研究中,我们基于癌症基因组图谱(TCGA)和免疫细胞转录组图谱,使用肺腺癌微阵列数据集 GSE3141、GSE51210、GSE37745 和 GSE81089 的 RNA 测序数据,分析了肿瘤免疫微环境和 lncRNA 表达水平的差异。然后,我们从 147 个巨噬细胞特异性 lncRNA 列表中确定了一个与巨噬细胞浸润相关的 lncRNA 特征(MILnc),包括 LINC00240、MCF2L-AS1、SFTA3、MIR497HG、FAM215A、UCA1、MIR155HG 和 TLRB-AS1。MILnc 能够预测 TCGA 和几个外部验证数据集中的总生存差异,具有良好的性能。功能分析表明,MILnc 与肿瘤进展相关,与免疫检查点呈负相关。此外,MILnc 与肿瘤突变负担呈正相关,并且可以预测接受抗 PD-1 或抗 CTLA4 治疗的患者的免疫治疗反应。总之,我们的研究强调了 MILnc 的价值,它揭示了肺腺癌的免疫环境状态和免疫治疗反应。一个强大的 MILnc 风险模型可以帮助探索治疗决策和巨噬细胞浸润 lncRNA 的机制。