Computational immune infiltration analysis of pediatric high-grade gliomas (pHGGs) reveals differences in immunosuppression and prognosis by tumor location

Cavan P. Bailey, Ruiping Wang, Mary Figueroa, Shaojun Zhang, Linghua Wang, Joya Chandra
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引用次数: 4

Abstract

Immunotherapy for cancer has moved from pre-clinical hypothesis to successful clinical application in the past 15 years. However, not all cancers have shown response rates in clinical trials for these new agents. igh-grade gliomas, in particular, have proved exceedingly refractory to immunotherapy. In adult patients, there has been much investigation into these failures, and researchers have concluded that an immunosuppressive microenvironment combined with low mutational burden renders adult glioblastomas “immune cold.” Pediatric cancer patients develop gliomas at a higher rate per malignancy than adults, and their brain tumors bear even fewer mutations. These tumors can also develop in more diverse locations in the brain, beyond the cerebral hemispheres seen in adults, including in the brainstem where critical motor functions are controlled. While adult brain tumor immune infiltration has been extensively profiled from surgical resections, this is not possible for brainstem tumors that can only be sampled at autopsy. Given these limitations, there is a dearth of information on immune cells and their therapeutic and prognostic impact in pediatric high-grade gliomas (pHGGs), including hemispheric tumors in addition to brainstem. In this report, we use computational methods to examine immune infiltrate in pHGGs and discover distinct immune patterns between hemispheric and brainstem tumors. In hemispheric tumors, we find positive prognostic associations for regulatory T-cells, memory B-cells, eosinophils, and dendritic cells, but not in brainstem tumors. These differences suggest that immunotherapeutic approaches must be cognizant of pHGG tumor location and tailored for optimum efficacy.

Abstract Image

小儿高级别胶质瘤(pHGGs)的计算免疫浸润分析揭示了不同肿瘤部位的免疫抑制和预后差异
在过去的15年里,免疫治疗癌症已经从临床前的假设发展到成功的临床应用。然而,并不是所有的癌症在这些新药的临床试验中都显示出反应率。特别是高级别胶质瘤,已经证明对免疫治疗非常难治。在成人患者中,对这些失败进行了大量调查,研究人员得出结论,免疫抑制微环境与低突变负担相结合,使成人胶质母细胞瘤“免疫冷”。儿童癌症患者患胶质瘤的几率比成人高,而且他们的脑肿瘤发生的突变更少。这些肿瘤也可以在大脑的更多不同部位发展,除了在成人中看到的大脑半球,包括在控制关键运动功能的脑干。虽然成人脑肿瘤免疫浸润已被广泛地描述为手术切除,但这对于脑干肿瘤是不可能的,因为脑干肿瘤只能在尸检中取样。鉴于这些局限性,关于免疫细胞及其在儿童高级别胶质瘤(pHGGs)中的治疗和预后影响的信息缺乏,包括脑干以外的半球肿瘤。在本报告中,我们使用计算方法检查pHGGs中的免疫浸润,并发现半球和脑干肿瘤之间不同的免疫模式。在半球肿瘤中,我们发现调节性t细胞、记忆性b细胞、嗜酸性粒细胞和树突状细胞与预后呈正相关,但在脑干肿瘤中没有。这些差异表明,免疫治疗方法必须认识到pHGG肿瘤的位置和量身定制的最佳疗效。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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