Department of Medical Oncology, The Fourth Hospital of Hebei Medical University, Shijiazhuang, Hebei, China.
Department of Pathology, The Fourth Hospital of Hebei Medical University, Shijiazhuang, Hebei, China.
Clin Respir J. 2023 Dec;17(12):1286-1300. doi: 10.1111/crj.13716. Epub 2023 Nov 16.
The dominant subclass of non-small-cell lung cancer (NSCLC) is lung adenocarcinoma (LUAD). The tumor microenvironment (TME) is a crucial feature of carcinogenesis and progression in LUAD. Furthermore, immune and stromal components of TME are crucial factors to investigating and curing LUAD. Thus, the study assessed the value of TME-related genes for LUAD prognosis and immune infiltration.
All data were downloaded from TCGA and GEO databases. The immune and stromal scores were downloaded from ESTIMATE, and the association between the scores and prognosis was explored by Kaplan-Meier survival analysis. Protein-protein interaction (PPI) network and univariate Cox regression were used to find TME-related differentially expressed genes (DEGs), and HLA-DMA was regarded as a prognostic hub gene. Western blot analyses, qRT-PCR, and immunofluorescence were applied to verify HLA-DMA expression in clinical samples. NSCLC cell lines were used to verify the effect of HLA-DMA on cell proliferation and cell cycle distribution. At last, the alteration of immunotherapy response and TME transition caused by HLA-DMA different expression were further studied.
The immune score was positively correlated with survival. The functional analyses suggested that TME-related DEGs may be involved in the immune response. The expression level of HLA-DMA was decreased in LUAD. In addition, HLA-DMA expression was associated with several clinical features and was positively associated with survival. Furthermore, HLA-DMA may suspend cell proliferation by regulating cell cycle. HLA-DMA expression was closely associated with immune infiltration and positively correlated with TMB, indicating that patients with high HLA-DMA level were more suitable for immunotherapy.
These results reveal that HLA-DMA might act as a biomarker for immune infiltration and immunotherapy response.
非小细胞肺癌(NSCLC)的主要亚型是肺腺癌(LUAD)。肿瘤微环境(TME)是 LUAD 发生和进展的关键特征。此外,TME 的免疫和基质成分是研究和治疗 LUAD 的关键因素。因此,本研究评估了与 TME 相关的基因对 LUAD 预后和免疫浸润的价值。
所有数据均从 TCGA 和 GEO 数据库中下载。ESTIMATE 下载了免疫和基质评分,并通过 Kaplan-Meier 生存分析探讨了评分与预后的关系。蛋白质-蛋白质相互作用(PPI)网络和单因素 Cox 回归用于寻找与 TME 相关的差异表达基因(DEGs),并将 HLA-DMA 视为预后关键基因。Western blot 分析、qRT-PCR 和免疫荧光用于验证临床样本中 HLA-DMA 的表达。使用 NSCLC 细胞系验证 HLA-DMA 对细胞增殖和细胞周期分布的影响。最后,进一步研究了 HLA-DMA 不同表达对免疫治疗反应和 TME 转变的影响。
免疫评分与生存呈正相关。功能分析表明,与 TME 相关的 DEGs 可能参与免疫反应。LUAD 中 HLA-DMA 的表达水平降低。此外,HLA-DMA 的表达与多种临床特征有关,与生存呈正相关。此外,HLA-DMA 可能通过调节细胞周期来抑制细胞增殖。HLA-DMA 的表达与免疫浸润密切相关,与 TMB 呈正相关,表明 HLA-DMA 水平高的患者更适合免疫治疗。
这些结果表明,HLA-DMA 可能作为免疫浸润和免疫治疗反应的生物标志物。