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Updated: May 27, 2025

Continuous Fluorescence-Based Endonuclease-Coupled DNA Methylation Assay to Screen for DNA Methyltransferase Inhibitors
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基于DNA甲基化的可解释的人工智能脑瘤诊断

Salvatore Benfatto1,2,3, Martin Sill4,5,6, David T W Jones5,6,7

  • 1Department of Pediatric Oncology, Dana-Farber Cancer Institute, Boston, MA, USA.

Nature communications
|February 20, 2025
PubMed
概括

我们开发了一个可解释的AI框架,用DNA甲基化来解释大脑瘤分类. 该工具揭示了基因组区域如何区分瘤类型,增强了神经瘤学中的信任和生物标志物发现.

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Epigenetic Regulation01:37

Epigenetic Regulation

Epigenetic changes alter the physical structure of the DNA without changing the genetic sequence and often regulate whether genes are turned on or off. This regulation ensures that each cell produces only proteins necessary for its function. For example, proteins that promote bone growth are not produced in muscle cells. Epigenetic mechanisms play an essential role in healthy development. Conversely, precisely regulated epigenetic mechanisms are disrupted in diseases like cancer.
X-chromosome...
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