Zheng Yi, Hao Shiying, Xiang Cheng, Han Yaguang, Shang Yanhong, Zhen Qiang, Zhao Yiyi, Zhang Miao, Zhang Yan
Department of Oncology, Shijiazhuang People's Hospital, Shijiazhuang, China.
Department of Cardiothoracic Surgery, Standford University, Stanford, CA, United States.
Front Oncol. 2021 Jun 10;11:592854. doi: 10.3389/fonc.2021.592854. eCollection 2021.
Immune checkpoint inhibitors have achieved breakthrough efficacy in treating lung adenocarcinoma (LUAD) with wild-type epidermal growth factor receptor (EGFR), leading to the revision of the treatment guidelines. However, most patients with EGFR mutation are resistant to immunotherapy. It is particularly important to study the differences in tumor microenvironment (TME) between patients with and without EGFR mutation. However, relevant research has not been reported. Our previous study showed that secreted phosphoprotein 1 (SPP1) promotes macrophage M2 polarization and PD-L1 expression in LUAD, which may influence response to immunotherapy. Here, we assessed the role of SPP1 in different populations and its effects on the TME.
We compared the expression of SPP1 in LUAD tumor and normal tissues, and in samples with wild-type and mutant EGFR. We also evaluated the influence of SPP1 on survival. The LUAD data sets were downloaded from TCGA and CPTAC databases. Clinicopathologic characteristics associated with overall survival in TCGA were assessed using Cox regression analysis. GSEA revealed that several fundamental signaling pathways were enriched in the high SPP1 expression group. We applied CIBERSORT and xCell to calculate the proportion and abundance of tumor-infiltrating immune cells (TICs) in LUAD, and compared the differences in patients with high or low SPP1 expression and wild-type or mutant EGFR. In addition, we explored the correlation between SPP1 and CD276 for different groups.
SPP1 expression was higher in LUAD tumor tissues and in people with EGFR mutation. High SPP1 expression was associated with poor prognosis. Univariate and multivariate cox analysis revealed that up-regulated SPP1 expression was independent indicator of poor prognosis. GSEA showed that the SPP1 high expression group was mainly enriched in immunosuppressed pathways. In the SPP1 high expression group, the infiltration of CD8+ T cells was lower and M2-type macrophages was higher. These results were also observed in patients with EGFR mutation. Furthermore, we found that the SPP1 expression was positively correlated with CD276, especially in patients with EGFR mutation.
SPP1 levels might be a useful marker of immunosuppression in patients with EGFR mutation, and could offer insight for therapeutics.
免疫检查点抑制剂在治疗野生型表皮生长因子受体(EGFR)的肺腺癌(LUAD)方面取得了突破性疗效,这导致了治疗指南的修订。然而,大多数EGFR突变患者对免疫治疗耐药。研究EGFR突变患者与未突变患者肿瘤微环境(TME)的差异尤为重要。然而,相关研究尚未见报道。我们之前的研究表明,分泌型磷蛋白1(SPP1)促进LUAD中巨噬细胞M2极化和PD-L1表达,这可能影响免疫治疗反应。在此,我们评估了SPP1在不同人群中的作用及其对TME的影响。
我们比较了LUAD肿瘤组织与正常组织以及野生型和突变型EGFR样本中SPP1的表达。我们还评估了SPP1对生存的影响。LUAD数据集从TCGA和CPTAC数据库下载。使用Cox回归分析评估TCGA中与总生存相关的临床病理特征。基因集富集分析(GSEA)显示,几个基本信号通路在SPP1高表达组中富集。我们应用CIBERSORT和xCell计算LUAD中肿瘤浸润免疫细胞(TICs)的比例和丰度,并比较SPP1高表达与低表达以及野生型或突变型EGFR患者之间的差异。此外,我们探讨了不同组中SPP1与CD276之间的相关性。
LUAD肿瘤组织和EGFR突变患者中SPP1表达较高。SPP1高表达与预后不良相关。单因素和多因素Cox分析显示,SPP1表达上调是预后不良的独立指标。GSEA表明,SPP1高表达组主要富集于免疫抑制通路。在SPP1高表达组中,CD8 + T细胞浸润较低,M2型巨噬细胞较高。在EGFR突变患者中也观察到了这些结果。此外,我们发现SPP1表达与CD276呈正相关,尤其是在EGFR突变患者中。
SPP1水平可能是EGFR突变患者免疫抑制的有用标志物,并可为治疗提供思路。