Institute of Pathology and Southwest Cancer Center, Southwest Hospital, Third Military Medical University (Army Medical University) and Key Laboratory of Tumor Immunopathology, Ministry of Education of China, Chongqing, PR China.
Department of Oncology, Chinese Hainan Hospital of PLA General Hospital, Sanya, PR China.
Oncoimmunology. 2022 Jan 26;11(1):2030020. doi: 10.1080/2162402X.2022.2030020. eCollection 2022.
Glioblastoma (GBM) is an aggressive primary brain tumor with unique immunity predominated by myeloid cells. GBM cells have been implicated to evade immune attack through hijacking myeloid-affiliated transcriptional programs to establish an immunosuppressive microenvironment. However, molecular features of immune-evading GBM cells in heterogeneous GBMs and their interactions with immune cells remain unclear. Herein, we employed single-cell RNA sequencing (scRNA-seq) and bulk RNA-seq data to develop an in silico method for delineating GBM immune signature and identifying new molecular subsets for immunotherapy. We identified a new GBM cell subset, termed TC-6, that harbored immune-invading signature and actively interacted with tumor-associated macrophages (TAMs) to orchestrate an immune-suppressive niche. Proinflammatory transcriptional factors STAT1, STAT2, IRF1, IRF2, IRF3, and IRF7 were identified as the core regulons defining TC-6 subsets. Further immune transcriptome analyses revealed three immune subtypes (C1, C2, and C3). C3 subtype GBMs were enriched with TC-6 cells and immunosuppressive TAMs, and exhibited an immunomodulatory signature that associated with reduced efficacy of anti-PD-1 treatment. Interferon-related DNA damage resistance signaling was upregulated in C3 GBMs, predicting shortened survival of GBM patients who received chemo-radiation treatment. Treatment of OSI-930 as a molecular agent targeting c-kit and VEGFR2 tyrosine kinases may compromise the immunomodulatory signature of C3 GBMs and synergize with chemo-radiation therapy. We further developed a simplified 11-gene set for defining C3 GBMs. Our work identified TC-6 subset as an immune-evading hub that creates an immunomodulatory signature of C3 GBMs, gaining insights into the heterogeneity of GBM immune microenvironment and holding promise for optimized anti-GBM immunotherapy.
胶质母细胞瘤(GBM)是一种侵袭性原发性脑肿瘤,其免疫特性以髓系细胞为主。GBM 细胞通过劫持与髓系相关的转录程序来建立免疫抑制微环境,从而逃避免疫攻击。然而,异质性 GBM 中逃避免疫的 GBM 细胞的分子特征及其与免疫细胞的相互作用尚不清楚。在此,我们采用单细胞 RNA 测序(scRNA-seq)和批量 RNA-seq 数据,开发了一种计算方法来描绘 GBM 免疫特征,并鉴定新的免疫治疗分子亚群。我们鉴定了一种新的 GBM 细胞亚群,称为 TC-6,其具有免疫浸润特征,并与肿瘤相关巨噬细胞(TAMs)积极相互作用,以协调免疫抑制微环境。促炎转录因子 STAT1、STAT2、IRF1、IRF2、IRF3 和 IRF7 被鉴定为定义 TC-6 亚群的核心调节子。进一步的免疫转录组分析揭示了三种免疫亚型(C1、C2 和 C3)。C3 亚型 GBM 富含 TC-6 细胞和免疫抑制性 TAMs,并表现出与抗 PD-1 治疗疗效降低相关的免疫调节特征。C3 GBM 中干扰素相关的 DNA 损伤抵抗信号上调,预示着接受化疗和放疗的 GBM 患者生存时间缩短。作为一种靶向 c-kit 和 VEGFR2 酪氨酸激酶的分子药物,OSI-930 的治疗可能会损害 C3 GBM 的免疫调节特征,并与化疗和放疗协同作用。我们进一步开发了一个用于定义 C3 GBM 的简化的 11 基因集。我们的工作鉴定了 TC-6 亚群作为一个免疫逃避枢纽,它创建了 C3 GBM 的免疫调节特征,深入了解 GBM 免疫微环境的异质性,并为优化抗 GBM 免疫治疗提供了希望。