Acta Neuropathologica ( IF 9.3 ) Pub Date : 2024-10-09 , DOI: 10.1007/s00401-024-02811-0 Santoesha A. Ghisai, Levi van Hijfte, Wies R. Vallentgoed, C. Mircea S. Tesileanu, Iris de Heer, Johan M. Kros, Marc Sanson, Thierry Gorlia, Wolfgang Wick, Michael A. Vogelbaum, Alba A. Brandes, Enrico Franceschi, Paul M. Clement, Anna K. Nowak, Vassilis Golfinopoulos, Martin J. van den Bent, Pim J. French, Youri Hoogstrate
Accurate grading of IDH-mutant gliomas defines patient prognosis and guides the treatment path. Histological grading is challenging, and aside from CDKN2A/B homozygous deletions in IDH-mutant astrocytomas, there are no other objective molecular markers used for grading. RNA-sequencing was conducted on primary IDH-mutant astrocytomas (n = 138) included in the prospective CATNON trial, which was performed to assess the prognostic effect of adjuvant and concurrent temozolomide. We integrated the RNA-sequencing data with matched DNA-methylation and NGS data. We also used multi-omics data from IDH-mutant astrocytomas included in the TCGA dataset and validated results on matched primary and recurrent samples from the GLASS-NL study. Since discrete classes do not adequately capture grading of these tumours, we utilised DNA-methylation profiles to generate a Continuous Grading Coefficient (CGC) based on classification scores from a CNS-tumour classifier. CGC was an independent predictor of survival outperforming current WHO-CNS5 and methylation-based classification. Our RNA-sequencing analysis revealed four distinct transcription clusters that were associated with (i) upregulation of cell cycling genes; (ii) downregulation of glial differentiation genes; (iii) upregulation of embryonic development genes (e.g. HOX, PAX, and TBX) and (iv) upregulation of extracellular matrix genes. The upregulation of embryonic development genes was associated with a specific increase of CpG island methylation near these genes. Higher grade IDH-mutant astrocytomas have DNA-methylation signatures that, on the RNA level, are associated with increased cell cycling, tumour cell de-differentiation and extracellular matrix remodelling. These combined molecular signatures can serve as an objective marker for grading of IDH-mutant astrocytomas.
中文翻译:
胚胎发育基因的表观遗传景观重组和再激活与 IDH 突变型星形细胞瘤的恶性肿瘤相关
IDH 突变神经胶质瘤的准确分级可定义患者预后并指导治疗路径。组织学分级具有挑战性,除了 IDH 突变星形细胞瘤中的 CDKN2A/B 纯合缺失外,没有其他客观分子标志物用于分级。对前瞻性 CATNON 试验中包括的原发性 IDH 突变星形细胞瘤 (n = 138) 进行 RNA 测序,以评估辅助和同步替莫唑胺的预后影响。我们将 RNA 测序数据与匹配的 DNA 甲基化和 NGS 数据进行了整合。我们还使用了 TCGA 数据集中包含的 IDH 突变星形细胞瘤的多组学数据,并验证了 GLASS-NL 研究中匹配的原发和复发样本的结果。由于离散类别不能充分捕捉这些肿瘤的分级,我们利用 DNA 甲基化谱根据 CNS-肿瘤分类器的分类分数生成连续分级系数 (CGC)。CGC 是优于当前 WHO-CNS5 和基于甲基化的分类的生存率的独立预测因子。我们的 RNA 测序分析揭示了四个不同的转录簇,它们与 (i) 细胞循环基因的上调有关;(ii) 神经胶质分化基因的下调;(iii) 胚胎发育基因(例如 HOX、PAX 和 TBX)的上调和 (iv) 细胞外基质基因的上调。胚胎发育基因的上调与这些基因附近 CpG 岛甲基化的特异性增加有关。更高级别 IDH 突变的星形细胞瘤具有 DNA 甲基化特征,在 RNA 水平上,这与细胞周期增加、肿瘤细胞去分化和细胞外基质重塑有关。 这些组合的分子特征可以作为 IDH 突变星形细胞瘤分级的客观标志物。