College of Health and Life Sciences, Hamad Bin Khalifa University, Doha, Qatar.
Human Immunology Department, Research Branch, Sidra Medicine, Doha, Qatar.
J Exp Clin Cancer Res. 2022 Jun 11;41(1):199. doi: 10.1186/s13046-022-02397-z.
Large immunogenomic analyses have demonstrated the prognostic role of the functional orientation of the tumor microenvironment in adult solid tumors, this variable has been poorly explored in the pediatric counterpart.
We performed a systematic analysis of public RNAseq data (TARGET) for five pediatric tumor types (408 patients): Wilms tumor (WLM), neuroblastoma (NBL), osteosarcoma (OS), clear cell sarcoma of the kidney (CCSK) and rhabdoid tumor of the kidney (RT). We assessed the performance of the Immunologic Constant of Rejection (ICR), which captures an active Th1/cytotoxic response. We also performed gene set enrichment analysis (ssGSEA) and clustered more than 100 well characterized immune traits to define immune subtypes and compared their outcome.
A higher ICR score was associated with better survival in OS and high risk NBL without MYCN amplification but with poorer survival in WLM. Clustering of immune traits revealed the same five principal modules previously described in adult tumors (TCGA). These modules divided pediatric patients into six immune subtypes (S1-S6) with distinct survival outcomes. The S2 cluster showed the best overall survival, characterized by low enrichment of the wound healing signature, high Th1, and low Th2 infiltration, while the reverse was observed in S4. Upregulation of the WNT/Beta-catenin pathway was associated with unfavorable outcomes and decreased T-cell infiltration in OS.
We demonstrated that extracranial pediatric tumors could be classified according to their immune disposition, unveiling similarities with adults' tumors. Immunological parameters might be explored to refine diagnostic and prognostic biomarkers and to identify potential immune-responsive tumors.
大型免疫基因组分析已经证明了肿瘤微环境功能取向在成人实体瘤中的预后作用,但在儿科肿瘤中,这一变量尚未得到充分探索。
我们对五个儿科肿瘤类型(408 例患者)的公共 RNAseq 数据(TARGET)进行了系统分析:Wilms 瘤(WLM)、神经母细胞瘤(NBL)、骨肉瘤(OS)、肾透明细胞肉瘤(CCSK)和肾横纹肌肉瘤(RT)。我们评估了捕获活跃 Th1/细胞毒性反应的免疫排斥常数(ICR)的性能。我们还进行了基因集富集分析(ssGSEA),并对 100 多个特征明确的免疫特征进行聚类,以定义免疫亚型并比较其结果。
OS 和高风险 NBL 中 ICR 评分较高与生存较好相关,但在 WLM 中与生存较差相关。免疫特征聚类揭示了与成人肿瘤(TCGA)相同的五个主要模块。这些模块将儿科患者分为六个具有不同生存结果的免疫亚型(S1-S6)。S2 聚类显示出最佳的总体生存率,其特征是伤口愈合特征的低富集、Th1 的高浸润和 Th2 的低浸润,而 S4 则相反。WNT/β-连环蛋白通路的上调与 OS 的不良结果和 T 细胞浸润减少相关。
我们证明了颅外儿科肿瘤可以根据其免疫倾向进行分类,揭示了与成人肿瘤的相似之处。免疫参数可能被探索以完善诊断和预后生物标志物,并识别潜在的免疫反应性肿瘤。