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小儿高级别胶质瘤(pHGGs)的免疫浸润计算分析揭示了肿瘤位置在免疫抑制和预后方面的差异。

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

作者信息

Bailey Cavan P, Wang Ruiping, Figueroa Mary, Zhang Shaojun, Wang Linghua, Chandra Joya

机构信息

University of Texas MD Anderson Cancer Center, Department of Pediatrics - Research, Houston, TX, USA.

University of Texas MD Anderson Cancer Center UTHealth Graduate School of Biomedical Sciences, Houston, TX, USA.

出版信息

Comput Syst Oncol. 2021 Sep;1(3). doi: 10.1002/cso2.1016. Epub 2021 Mar 8.

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, high-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 render 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 which 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.

摘要

在过去15年里,癌症免疫疗法已从临床前假说发展为成功的临床应用。然而,并非所有癌症在这些新药物的临床试验中都显示出反应率,尤其是高级别胶质瘤对免疫疗法表现出极强的耐药性。在成年患者中,针对这些治疗失败情况进行了大量研究,研究人员得出结论,免疫抑制微环境与低突变负荷使成胶质细胞瘤呈现“免疫冷”状态。儿童癌症患者患胶质瘤的比例高于成人,且他们的脑肿瘤携带的突变更少。这些肿瘤还可能发生在大脑中比成人脑半球更广泛的位置,包括控制关键运动功能的脑干。虽然已通过手术切除对成人大脑肿瘤的免疫浸润进行了广泛分析,但对于只能在尸检时取样的脑干肿瘤则无法做到这一点。鉴于这些限制,关于免疫细胞及其在儿童高级别胶质瘤(pHGG)中的治疗和预后影响的信息匮乏,其中包括半球肿瘤和脑干肿瘤。在本报告中,我们使用计算方法来研究pHGG中的免疫浸润,并发现半球肿瘤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,但在脑干肿瘤中并非如此。这些差异表明,免疫治疗方法必须考虑到pHGG的肿瘤位置,并进行针对性调整以实现最佳疗效。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/c348/8553216/b2f10dd30620/nihms-1692324-f0001.jpg

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