Oncogenomics Section, Genetics Branch, Center for Cancer Research, National Cancer Institute, National Institutes of Health, Bethesda, Maryland.
Cancer Research Center and Department of Epidemiology and Biostatistics, School of Public Health, University at Albany, Rensselaer, New York.
Clin Cancer Res. 2018 Nov 15;24(22):5673-5684. doi: 10.1158/1078-0432.CCR-18-0599. Epub 2018 May 21.
High-risk neuroblastoma is an aggressive disease. DNA sequencing studies have revealed a paucity of actionable genomic alterations and a low mutation burden, posing challenges to develop effective novel therapies. We used RNA sequencing (RNA-seq) to investigate the biology of this disease, including a focus on tumor-infiltrating lymphocytes (TIL). We performed deep RNA-seq on pretreatment diagnostic tumors from 129 high-risk and 21 low- or intermediate-risk patients with neuroblastomas. We used single-sample gene set enrichment analysis to detect gene expression signatures of TILs in tumors and examined their association with clinical and molecular parameters, including patient outcome. The expression profiles of 190 additional pretreatment diagnostic neuroblastomas, a neuroblastoma tissue microarray, and T-cell receptor (TCR) sequencing were used to validate our findings. We found that -not-amplified (-NA) tumors had significantly higher cytotoxic TIL signatures compared with -amplified (-A) tumors. A reported MYCN activation signature was significantly associated with poor outcome for high-risk patients with -NA tumors; however, a subgroup of these patients who had elevated activated natural killer (NK) cells, CD8 T cells, and cytolytic signatures showed improved outcome and expansion of infiltrating TCR clones. Furthermore, we observed upregulation of immune exhaustion marker genes, indicating an immune-suppressive microenvironment in these neuroblastomas. This study provides evidence that RNA signatures of cytotoxic TIL are associated with the presence of activated NK/T cells and improved outcomes in high-risk neuroblastoma patients harboring -NA tumors. Our findings suggest that these high-risk patients with -NA neuroblastoma may benefit from additional immunotherapies incorporated into the current therapeutic strategies. .
高危神经母细胞瘤是一种侵袭性疾病。DNA 测序研究表明,其基因组改变缺乏可操作性,且突变负担较低,这给开发有效的新型治疗方法带来了挑战。我们使用 RNA 测序(RNA-seq)来研究这种疾病的生物学特性,包括重点研究肿瘤浸润淋巴细胞(TIL)。我们对 129 例高危和 21 例低危或中危神经母细胞瘤患者的预处理诊断肿瘤进行了深度 RNA-seq 分析。我们使用单样本基因集富集分析(ssGSEA)来检测肿瘤中 TIL 的基因表达特征,并研究了这些特征与临床和分子参数的关联,包括患者的预后。我们还使用了 190 例额外的预处理诊断神经母细胞瘤、神经母细胞瘤组织微阵列和 T 细胞受体(TCR)测序的表达谱来验证我们的发现。我们发现,与 -扩增(-A)肿瘤相比, -未扩增(-NA)肿瘤具有明显更高的细胞毒性 TIL 特征。报道的 MYCN 激活特征与 -NA 肿瘤的高危患者不良预后显著相关;然而,这些患者中有一个亚组,其激活的自然杀伤(NK)细胞、CD8 T 细胞和细胞毒性特征升高,显示出更好的预后和浸润性 TCR 克隆的扩增。此外,我们观察到免疫衰竭标志物基因的上调,表明这些神经母细胞瘤中存在免疫抑制微环境。这项研究提供了证据,表明细胞毒性 TIL 的 RNA 特征与活化的 NK/T 细胞的存在以及携带 -NA 肿瘤的高危神经母细胞瘤患者的良好预后相关。我们的发现表明,这些携带 -NA 神经母细胞瘤的高危患者可能受益于纳入当前治疗策略的额外免疫治疗。