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一种用于预测成釉细胞瘤型颅咽管瘤患者免疫治疗反应的新型免疫分类法。

A Novel Immune Classification for Predicting Immunotherapy Responsiveness in Patients With Adamantinomatous Craniopharyngioma.

作者信息

Yuan Feng, Cai Xiangming, Zhu Junhao, Yuan Lei, Wang Yingshuai, Tang Chao, Cong Zixiang, Ma Chiyuan

机构信息

Department of Neurosurgery, Affiliated Jinling Hospital, Medical School of Nanjing University, Nanjing, China.

School of Medicine, Southeast University, Nanjing, China.

出版信息

Front Neurol. 2021 Dec 13;12:704130. doi: 10.3389/fneur.2021.704130. eCollection 2021.

Abstract

Adamantinomatous craniopharyngioma (ACP) is the most common tumor of the sellar region in children. The aggressive behavior of ACP challenges the treatment for it. However, immunotherapy is rarely studied in ACP. In this research, we performed unsupervised cluster analysis on the 725 immune-related genes and arrays of 39 patients with ACP patients in GSE60815 and GSE94349 databases. Two novel immune subtypes were identified, namely immune resistance (IR) subtype and immunogenic (IG) subtype. Interestingly, we found that the ACPs with IG subtype (34.78%, 8/23) were more likely to respond to immunotherapy than the ACPs with IR subtype (6.25%, 1/16) tumor immune dysfunction and exclusion (TIDE) method. Simultaneously, the enrichment analysis indicated that the differentially expressed genes (DEGs) ( < 0.01, FDR < 0.01) of the IG subtype were chiefly involved in inflammatory and immune responses. However, the DEGs of the IR subtype were mainly involved in RNA processing. Next, immune infiltration analysis revealed a higher proportion of M2 macrophage in the IG subtype than that in the IR subtype. Compared with the IR subtype, the expression levels of immune checkpoint molecules (PD1, PDL1, PDL2, TIM3, CTLA4, Galectin9, LAG3, and CD86) were significantly upregulated in the IG subtype. The ssGSEA results demonstrated that the biofunction of carcinogenesis in the IG subtype was significantly enriched, such as lymphocyte infiltration, mesenchymal phenotype, stemness maintenance, and tumorigenic cytokines, compared with the IR subtype. Finally, a WDR89 (the DEG between IG and IR subtype)-based nomogram model was constructed to predict the immune classification of ACPs with excellent performance. This predictive model provided a reliable classification assessment tool for clinicians and aids treatment decision-making in the clinic.

摘要

成釉细胞瘤型颅咽管瘤(ACP)是儿童鞍区最常见的肿瘤。ACP的侵袭性给其治疗带来了挑战。然而,免疫疗法在ACP中的研究很少。在本研究中,我们对GSE60815和GSE94349数据库中39例ACP患者的725个免疫相关基因和阵列进行了无监督聚类分析。确定了两种新的免疫亚型,即免疫抵抗(IR)亚型和免疫原性(IG)亚型。有趣的是,我们发现,与IR亚型的ACP(6.25%,1/16)相比,IG亚型的ACP(34.78%,8/23)更有可能对免疫疗法产生反应(采用肿瘤免疫功能障碍和排除(TIDE)方法)。同时,富集分析表明,IG亚型的差异表达基因(DEGs)(P<0.01,FDR<0.01)主要参与炎症和免疫反应。然而,IR亚型的DEGs主要参与RNA加工。接下来,免疫浸润分析显示,IG亚型中M2巨噬细胞的比例高于IR亚型。与IR亚型相比,IG亚型中免疫检查点分子(PD1、PDL1、PDL2、TIM3、CTLA4、Galectin9、LAG3和CD86)的表达水平显著上调。单样本基因集富集分析(ssGSEA)结果表明,与IR亚型相比,IG亚型中致癌的生物功能显著富集,如淋巴细胞浸润、间充质表型、干性维持和致瘤细胞因子。最后,构建了一个基于WDR89(IG和IR亚型之间的DEG)的列线图模型,以预测ACP的免疫分类,性能优异。该预测模型为临床医生提供了可靠的分类评估工具,并有助于临床治疗决策。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/54f3/8710480/7d3b4e389672/fneur-12-704130-g0001.jpg

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