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开发和验证一种干扰素特征,可预测胶质母细胞瘤的预后和治疗反应。

Development and validation of an interferon signature predicting prognosis and treatment response for glioblastoma.

机构信息

Department of Neurosurgery, The First Hospital of China Medical University, Shenyang, Liaoning, China.

Department of Pathophysiology, College of Basic Medicine Science, China Medical University, Shenyang, Liaoning, China.

出版信息

Oncoimmunology. 2019 Jun 12;8(9):e1621677. doi: 10.1080/2162402X.2019.1621677. eCollection 2019.

Abstract

: Interferon treatment, as an important approach of anti-tumor immunotherapy, has been implemented in multiple clinical trials of glioma. However, only a small number of gliomas benefit from it. Therefore, it is necessary to investigate the clinical role of interferons and to establish robust biomarkers to facilitate its application. : This study reviewed 1,241 glioblastoma (GBM) and 1,068 lower grade glioma (LGG) patients from six glioma cohorts. The transcription matrix and clinical information were analyzed using R software, GraphPad Prism 7 and Medcalc, etc. Immunohistochemical (IHC) staining were performed for validation in protein level. : Interferon signaling was significantly enhanced in GBM. An interferon signature was developed based on five interferon genes with prognostic significance, which could reflect various interferon statuses. Survival analysis showed the signature could serve as an unfavorable prognostic factor independently. We also established a nomogram model integrating the risk signature into traditional prognostic factors, which increased the validity of survival prediction. Moreover, high-risk group conferred resistance to chemotherapy and high expression levels. Functional analysis showed that the high-risk group was associated with overloaded immune response. Microenvironment analysis and IHC staining found that high-risk group occupied a disorganized microenvironment which was characterized by an enrichment of M0 macrophages and neutrophils, but less infiltration of activated nature killing (NK) cells and M1 type macrophages. : This interferon signature was an independent indicator for unfavorable prognosis and showed great potential for screening out patients who will benefit from chemotherapy and interferon treatment.

摘要

干扰素治疗作为抗肿瘤免疫疗法的重要手段,已在多个脑胶质瘤的临床试验中得到实施。然而,只有少数脑胶质瘤从中受益。因此,有必要研究干扰素的临床作用,并建立稳健的生物标志物,以促进其应用。

本研究回顾了来自六个脑胶质瘤队列的 1241 例胶质母细胞瘤(GBM)和 1068 例低级别胶质瘤(LGG)患者。使用 R 软件、GraphPad Prism 7 和 Medcalc 等分析转录矩阵和临床信息。并在蛋白质水平进行免疫组织化学(IHC)染色验证。

干扰素信号在 GBM 中显著增强。基于具有预后意义的五个干扰素基因开发了一个干扰素特征,可反映各种干扰素状态。生存分析表明该特征可独立作为不利的预后因素。我们还建立了一个包含风险特征的列线图模型,将其纳入传统预后因素中,提高了生存预测的有效性。此外,高危组对化疗和高表达水平具有耐药性。功能分析表明,高危组与过度的免疫反应有关。微环境分析和 IHC 染色发现,高危组占据了一个紊乱的微环境,其特征是富含 M0 巨噬细胞和中性粒细胞,但较少浸润活化的自然杀伤(NK)细胞和 M1 型巨噬细胞。

该干扰素特征是预后不良的独立指标,具有筛选出对化疗和干扰素治疗受益的患者的巨大潜力。

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