Department of Pediatrics, University of Colorado Denver, Aurora, CO 80045, USA.
J Immunol. 2012 Aug 15;189(4):1920-7. doi: 10.4049/jimmunol.1103373. Epub 2012 Jul 16.
Survival in the majority of high-grade astrocytoma (HGA) patients is very poor, with only a rare population of long-term survivors. A better understanding of the biological factors associated with long-term survival in HGA would aid development of more effective therapy and survival prediction. Factors associated with long-term survival have not been extensively studied using unbiased genome-wide expression analyses. In the current study, gene expression microarray profiles of HGA from long-term survivors were interrogated for discovery of survival-associated biological factors. Ontology analyses revealed that increased expression of immune function-related genes was the predominant biological factor that positively correlated with longer survival. A notable T cell signature was present within this prognostic immune gene set. Using immune cell-specific gene classifiers, both T cell-associated and myeloid linage-associated genes were shown to be enriched in HGA from long-term versus short-term survivors. Association of immune function and cell-specific genes with survival was confirmed independently in a larger publicly available glioblastoma gene expression microarray data set. Histology was used to validate the results of microarray analyses in a larger cohort of long-term survivors of HGA. Multivariate analyses demonstrated that increased immune cell infiltration was a significant independent variable contributing to longer survival, as was Karnofsky/Lansky performance score. These data provide evidence of a prognostic anti-tumor adaptive immune response and rationale for future development of immunotherapy in HGA.
在大多数高级别星形细胞瘤(HGA)患者中,生存率非常低,只有极少数患者能够长期生存。更好地了解与 HGA 长期生存相关的生物学因素将有助于开发更有效的治疗方法和预测生存率。使用无偏倚的全基因组表达分析,尚未广泛研究与长期生存相关的因素。在本研究中,通过基因表达微阵列分析探讨了长期幸存者 HGA 中的生存相关生物学因素。本体分析显示,免疫功能相关基因表达增加是与更长生存期呈正相关的主要生物学因素。在这个预后免疫基因集中存在着显著的 T 细胞特征。使用免疫细胞特异性基因分类器,发现在长期幸存者和短期幸存者的 HGA 中,T 细胞相关基因和髓系相关基因均有富集。在更大的公开可用胶质母细胞瘤基因表达微阵列数据集,独立验证了免疫功能和细胞特异性基因与生存的相关性。组织学验证了微阵列分析在 HGA 中更大的长期幸存者队列中的结果。多变量分析表明,免疫细胞浸润增加是与生存期延长相关的重要独立变量,卡氏/兰斯基表现评分也是如此。这些数据提供了预后抗肿瘤适应性免疫反应的证据,并为未来在 HGA 中开展免疫治疗提供了依据。