研究动态
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综合多组学揭示出两个生物学上不同的脑室型星形胶质母细胞瘤群体。

Integrative multi-omics reveals two biologically distinct groups of pilocytic astrocytoma.

发表日期:2023 Sep 01
作者: Daniel Picard, Jörg Felsberg, Maike Langini, Paweł Stachura, Nan Qin, Jadranka Macas, Yvonne Reiss, Jasmin Bartl, Florian Selt, Romain Sigaud, Frauke-D Meyer, Anja Stefanski, Kai Stühler, Lucia Roque, Rafael Roque, Aleksandra A Pandyra, Triantafyllia Brozou, Christiane Knobbe-Thomsen, Karl H Plate, Alexander Roesch, Till Milde, Guido Reifenberger, Gabriel Leprivier, Claudia C Faria, Marc Remke
来源: ACTA NEUROPATHOLOGICA

摘要:

嘌呤质性星形胶质瘤(PA)是最常见的儿童脑肿瘤,其由突变的丝裂原活化蛋白激酶信号传导所驱动,通常由BRAF基因融合或激活突变引起。尽管5年总体生存率超过95%,但未完全切除的肿瘤复发或进展是一个重大的临床挑战。本研究中,我们采用相似网络融合(SNF)分析结合RNA转录组和基于质谱的蛋白质组学方法,对62名患者的PA组织样本进行了分子特征化。从而,我们发现PA分为两个分子上有明显差异的组,即Group 1和Group 2,并在三个非重叠队列中进行了验证。与Group 2肿瘤的患者相比,Group 1肿瘤的患者年龄显著较小且无进展生存率较差。Ingenuity pathways分析(IPA)和基因集富集分析(GSEA)显示,Group 1肿瘤富集于免疫反应途径,如干扰素信号传导,而Group 2肿瘤则富集于动作电位和神经递质信号传导途径。免疫细胞相关基因签名分析显示Group 1相对于Group 2肿瘤中浸润的T细胞富集。综上所述,PA的多组学结合鉴定出具有生物学上明显差异和预后相关的肿瘤组,可能改善此种单一信号通路驱动的肿瘤类型的风险分层。 © 2023. The Author(s).
Pilocytic astrocytoma (PA), the most common pediatric brain tumor, is driven by aberrant mitogen-activated protein kinase signaling most commonly caused by BRAF gene fusions or activating mutations. While 5-year overall survival rates exceed 95%, tumor recurrence or progression constitutes a major clinical challenge in incompletely resected tumors. Here, we used similarity network fusion (SNF) analysis in an integrative multi-omics approach employing RNA transcriptomic and mass spectrometry-based proteomic profiling to molecularly characterize PA tissue samples from 62 patients. Thereby, we uncovered that PAs segregated into two molecularly distinct groups, namely, Group 1 and Group 2, which were validated in three non-overlapping cohorts. Patients with Group 1 tumors were significantly younger and showed worse progression-free survival compared to patients with group 2 tumors. Ingenuity pathways analysis (IPA) and gene set enrichment analysis (GSEA) revealed that Group 1 tumors were enriched for immune response pathways, such as interferon signaling, while Group 2 tumors showed enrichment for action potential and neurotransmitter signaling pathways. Analysis of immune cell-related gene signatures showed an enrichment of infiltrating T Cells in Group 1 versus Group 2 tumors. Taken together, integrative multi-omics of PA identified biologically distinct and prognostically relevant tumor groups that may improve risk stratification of this single pathway driven tumor type.© 2023. The Author(s).