Meningioma DNA methylation groups identify biological drivers and therapeutic vulnerabilities.
Abrar ChoudhuryStephen T MagillCharlotte D EatonBriana C PragerWilliam C ChenMartha A CadyKyounghee SeoCalixto-Hope G LucasTim J Casey-ClydeHarish N VasudevanSiyuan John LiuJavier E Villanueva-MeyerTai-Chung LamJenny Kan-Suen PuLai-Fung LiGilberto Ka-Kit LeungDanielle L SwaneyMichael Y ZhangJason W ChanZhixin QiuMichael V MartinMatthew S SuskoSteve E BraunsteinNancy Ann Oberheim BushJessica D SchulteNicholas ButowskiPenny K SneedMitchel S BergerNevan J KroganArie PerryJoanna J PhillipsDavid A SolomonJoseph F CostelloMichael W McDermottJeremy N RichDavid R RaleighPublished in: Nature genetics (2022)
Meningiomas are the most common primary intracranial tumors. There are no effective medical therapies for meningioma patients, and new treatments have been encumbered by limited understanding of meningioma biology. Here, we use DNA methylation profiling on 565 meningiomas integrated with genetic, transcriptomic, biochemical, proteomic and single-cell approaches to show meningiomas are composed of three DNA methylation groups with distinct clinical outcomes, biological drivers and therapeutic vulnerabilities. Merlin-intact meningiomas (34%) have the best outcomes and are distinguished by NF2/Merlin regulation of susceptibility to cytotoxic therapy. Immune-enriched meningiomas (38%) have intermediate outcomes and are distinguished by immune infiltration, HLA expression and lymphatic vessels. Hypermitotic meningiomas (28%) have the worst outcomes and are distinguished by convergent genetic and epigenetic mechanisms driving the cell cycle and resistance to cytotoxic therapy. To translate these findings into clinical practice, we show cytostatic cell cycle inhibitors attenuate meningioma growth in cell culture, organoids, xenografts and patients.
Keyphrases
- cell cycle
- dna methylation
- genome wide
- single cell
- end stage renal disease
- cell proliferation
- gene expression
- ejection fraction
- chronic kidney disease
- newly diagnosed
- clinical practice
- optic nerve
- healthcare
- lymph node
- immune response
- poor prognosis
- oxidative stress
- high throughput
- mesenchymal stem cells
- rna seq
- insulin resistance
- optical coherence tomography
- nuclear factor
- anti inflammatory