School of Medicine, University of California San Francisco, 513 Parnassus Ave., San Francisco, CA, 94143-0410, USA.
Department of Neurological Surgery, University of California San Francisco, San Francisco, USA.
Sci Rep. 2020 Oct 16;10(1):17580. doi: 10.1038/s41598-020-73793-8.
Cytolytic score (CYT), calculated from mRNA expression levels of granzyme and perforin, positively correlates with CD8+ T cell infiltration/activity in a variety of cancers. Unlike other cancers, higher CYT has been associated with worse prognosis in glioblastoma (GBM). To address this discrepancy, we sought to investigate the relationship between CYT and immune checkpoint gene score (ICGscore), as well as their correlation with patient survival and tumor immune cell infiltration. Clinical and RNA-sequencing data for patients with newly diagnosed GBM were obtained from The Cancer Genome Atlas. Maximally-selected rank statistics was used to dichotomize subgroups. CIBERSORT was used to estimate abudence of immune cell-types. Spearman correlation was used to characterize the relationship between CYT and ICGscore. Kaplan-Meier curves were generated for survival analysis. Overall, 28/151 patients had high CYT. High CYT was associated with a mesenchymal subtype (p < 0.001) and worse survival (7.45 vs. 12.2 months, p < 0.001). There were no differences in patient demographics, IDH/MGMT mutation status, or treatment. On subgroup analysis, patients with high CYT/ICGscore had significantly increased CD8+ infiltration (p < 0.001), as expected, and worse survival (HR 0.445, p < 0.01). Furthermore, CYT strongly correlated with ICGscore (R = 0.675, p < 0.001). The high CYT/ICGscore subgroup was associated with greater infiltration of M2 macrophages (p = 0.011) and neutrophils (p = 0.055). Our study highlights a multidimensional immunosuppressive GBM microenvironment in patients with higher CYT and potentially identifies patients with high CYT/ICGscore as a subgroup that may particularly benefit from multi-faceted immunotherapies, given their already elevated tumor CD8+ T cell levels.
细胞溶解评分(CYT),根据颗粒酶和穿孔素的 mRNA 表达水平计算得出,与各种癌症中的 CD8+T 细胞浸润/活性呈正相关。与其他癌症不同,在胶质母细胞瘤(GBM)中,较高的 CYT 与预后较差相关。为了解决这一差异,我们试图研究 CYT 与免疫检查点基因评分(ICGscore)之间的关系,以及它们与患者生存和肿瘤免疫细胞浸润的相关性。从癌症基因组图谱中获得了新诊断为 GBM 的患者的临床和 RNA 测序数据。使用最大选择秩统计将亚组分为两类。使用 CIBERSORT 估计免疫细胞类型的丰富度。使用 Spearman 相关性来描述 CYT 与 ICGscore 之间的关系。生成 Kaplan-Meier 曲线进行生存分析。总体而言,28/151 名患者的 CYT 较高。高 CYT 与间充质亚型相关(p<0.001),且生存较差(7.45 与 12.2 个月,p<0.001)。患者的人口统计学特征、IDH/MGMT 突变状态或治疗无差异。在亚组分析中,高 CYT/ICGscore 的患者 CD8+浸润明显增加(p<0.001),且生存较差(HR 0.445,p<0.01)。此外,CYT 与 ICGscore 呈强相关性(R=0.675,p<0.001)。高 CYT/ICGscore 亚组与 M2 巨噬细胞(p=0.011)和中性粒细胞(p=0.055)的浸润增加相关。我们的研究强调了具有较高 CYT 的患者中存在多维免疫抑制性 GBM 微环境,并可能确定具有高 CYT/ICGscore 的患者为一个亚组,鉴于其已经升高的肿瘤 CD8+T 细胞水平,他们可能特别受益于多方面的免疫疗法。