Landry Alexander P, Yefet Leeor S, Wang Justin Z, Zadeh Gelareh, Nassiri Farshad
Princess Margaret Cancer Centre, MacFeeters Hamilton Neuro-Oncology Program, University Health Network and University of Toronto, Toronto, ON, Canada.
Division of Neurosurgery, Department of Surgery, University of Toronto, 399 Bathurst Street, West Wing 4-427, Toronto, ON, M5T 2S8, Canada.
J Neurooncol. 2024 Dec;170(3):521-525. doi: 10.1007/s11060-024-04825-w. Epub 2024 Sep 22.
The last decade has seen major international research efforts focus on better understanding disease heterogeneity in meningioma. Multiple molecular platforms have generated significant biological and clinical utility, and there is a need to translate these findings into routine clinical practice. Here we review the role of DNA methylation profiling in meningioma and advocate for its widespread adoption.
We review modern DNA methylation-based classification and outcome prediction tools in meningioma. Biological classifiers, which were constructed agnostic to outcome using unsupervised approaches, outcome predictors, and liquid biopsy models are discussed in detail.
DNA methylation has been used for biological classification and outcome in meningioma with considerable success. Several groups have proposed novel molecular classification systems which share similar features with one another and outperform WHO grade in their ability to predict outcome and explain subgroup-specific biological processes. In addition, recent studies have suggested a role for methylation-based liquid-biopsy in meningioma, which represents an exciting avenue for further exploration.
DNA methylation profiling has been revolutionary in meningioma. There is a need for widespread adoption of these approaches to personalize care and inform clinical trial design.
在过去十年中,国际上的主要研究工作都集中在更好地理解脑膜瘤的疾病异质性上。多种分子平台已经产生了显著的生物学和临床应用价值,因此有必要将这些研究结果转化为常规临床实践。在此,我们回顾DNA甲基化谱分析在脑膜瘤中的作用,并提倡广泛采用该技术。
我们回顾了现代基于DNA甲基化的脑膜瘤分类和预后预测工具。详细讨论了使用无监督方法构建的与预后无关的生物学分类器、预后预测器和液体活检模型。
DNA甲基化已成功用于脑膜瘤的生物学分类和预后评估。多个研究团队提出了新颖的分子分类系统,这些系统具有相似的特征,并且在预测预后和解释亚组特异性生物学过程方面优于世界卫生组织(WHO)分级。此外,最近的研究表明基于甲基化的液体活检在脑膜瘤中具有一定作用,这是一个值得进一步探索的令人兴奋的途径。
DNA甲基化谱分析在脑膜瘤研究中具有革命性意义。有必要广泛采用这些方法来实现个性化医疗并为临床试验设计提供依据。