Moreno Daniel Antunes, da Silva Luciane Sussuchi, Gomes Isabella, Leal Letícia Ferro, Berardinelli Gustavo Noriz, Gonçalves Gisele Melo, Pereira Caio Augusto, Santana Iara Viana Vidigal, Matsushita Marcus de Medeiros, Bhat Krishna, Lawler Sean, Reis Rui Manuel
Molecular Oncology Research Center, Barretos, São Paulo, Brazil.
Department of Molecular Diagnosis, Barretos, São Paulo, Brazil.
Ther Adv Med Oncol. 2022 Dec 21;14:17588359221127678. doi: 10.1177/17588359221127678. eCollection 2022.
Glioblastoma (GBM), isocitrate dehydrogenase () wild-type ( ), and grade 4 astrocytomas, mutant ( ), are the most common and aggressive primary malignant brain tumors in adults. A better understanding of the tumor immune microenvironment may provide new biomarkers and therapeutic opportunities.
We aimed to evaluate the expression profile of 730 immuno-oncology-related genes in patients with GBM and tumors and identify prognostic biomarkers and a gene signature associated with patient survival.
RNA was isolated from formalin-fixed, paraffin-embedded sections of 99 tumor specimens from patients treated with standard therapy. Gene expression profile was assessed using the Pan-Cancer Immune Profiling Panel (Nanostring Technologies, Inc., Seattle, WA, USA). Data analysis was performed using nSolverSoftware and validated in The Cancer Genome Atlas. In addition, we developed a prognostic signature using the cox regression algorithm (Least Absolute Shrinkage and Selection Operator).
We found 88 upregulated genes, high immunological functions, and a high macrophage score in GBM compared to tumors. Regarding GBM, we found 24 upregulated genes in short-term survivors (STS) and overexpression of (programmed death-ligand 1, PD-L1). Immune pathways, CD45, cytotoxic, and macrophage scores were upregulated in STS. Two different prognostic groups were found based on the 12-gene signature (CXCL14, PSEN2, TNFRSF13C, IL13RA1, MAP2K1, TNFSF14, THY1, CTSL, ITGAE, CHUK, CD207, and IFITM1).
The elevated expression of immune-oncology-related genes was associated with worse outcome in GBM patients. Increased immune functions, CD45, cytotoxic cells, and macrophage scores were associated with a more aggressive phenotype and may provide promising possibilities for therapy. Moreover, a 12 gene-based signature could predict patients' prognosis.
胶质母细胞瘤(GBM)、异柠檬酸脱氢酶(IDH)野生型(WT)以及4级星形细胞瘤、IDH突变型(mut),是成人中最常见且侵袭性最强的原发性恶性脑肿瘤。对肿瘤免疫微环境有更深入的了解可能会提供新的生物标志物和治疗机会。
我们旨在评估IDH野生型GBM和IDH突变型肿瘤患者中730个免疫肿瘤学相关基因的表达谱,并确定预后生物标志物以及与患者生存相关的基因特征。
从接受标准治疗的患者的99个肿瘤标本的福尔马林固定、石蜡包埋切片中分离RNA。使用泛癌免疫分析面板(美国华盛顿州西雅图市的Nanostring Technologies公司)评估基因表达谱。使用nSolver软件进行数据分析,并在癌症基因组图谱中进行验证。此外,我们使用cox回归算法(最小绝对收缩和选择算子)开发了一种预后特征。
与IDH突变型肿瘤相比,我们发现IDH野生型GBM中有88个上调基因、高免疫功能和高巨噬细胞评分。关于IDH野生型GBM,我们在短期幸存者(STS)中发现24个上调基因以及程序性死亡配体1(PD-L1)的过表达。STS中的免疫途径、CD45、细胞毒性和巨噬细胞评分上调。基于12个基因特征(CXCL14、PSEN2、TNFRSF13C、IL13RA1、MAP2K1、TNFSF14、THY1、CTSL、ITGAE、CHUK、CD207和IFITM1)发现了两个不同的预后组。
免疫肿瘤学相关基因的高表达与IDH野生型GBM患者的较差预后相关。免疫功能增加、CD45、细胞毒性细胞和巨噬细胞评分与更具侵袭性的表型相关,可能为治疗提供有前景的可能性。此外,基于12个基因的特征可以预测患者的预后。