Alexander P Landry, Leeor S Yefet, Justin Z Wang, Gelareh Zadeh, Farshad Nassiri
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引用次数: 0
Abstract
Background: 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.
Methods: 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.
Results: 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.
Conclusions: 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.
背景:过去十年间,国际研究界一直致力于更好地了解脑膜瘤的疾病异质性。多种分子平台产生了显著的生物学和临床效用,有必要将这些发现转化为常规临床实践。在此,我们回顾了DNA甲基化分析在脑膜瘤中的作用,并倡导广泛采用该方法:我们回顾了脑膜瘤中基于 DNA 甲基化的现代分类和结果预测工具。详细讨论了使用无监督方法构建的与结果无关的生物分类器、结果预测器和液体活检模型:DNA甲基化已被用于脑膜瘤的生物学分类和结果预测,并取得了相当大的成功。一些研究小组提出了新的分子分类系统,这些系统彼此具有相似的特征,在预测预后和解释亚组特异性生物学过程方面优于 WHO 分级。此外,最近的研究还提出了基于甲基化的液体活检在脑膜瘤中的作用,这是一个值得进一步探索的令人兴奋的途径:DNA甲基化分析在脑膜瘤中具有革命性意义。需要广泛采用这些方法来实现个性化治疗并为临床试验设计提供依据。
期刊介绍:
The Journal of Neuro-Oncology is a multi-disciplinary journal encompassing basic, applied, and clinical investigations in all research areas as they relate to cancer and the central nervous system. It provides a single forum for communication among neurologists, neurosurgeons, radiotherapists, medical oncologists, neuropathologists, neurodiagnosticians, and laboratory-based oncologists conducting relevant research. The Journal of Neuro-Oncology does not seek to isolate the field, but rather to focus the efforts of many disciplines in one publication through a format which pulls together these diverse interests. More than any other field of oncology, cancer of the central nervous system requires multi-disciplinary approaches. To alleviate having to scan dozens of journals of cell biology, pathology, laboratory and clinical endeavours, JNO is a periodical in which current, high-quality, relevant research in all aspects of neuro-oncology may be found.