295-BRAIN-MAGNET：神经非编码变异功能图谱

本研究介绍了BRAIN-MAGNET，这是一个卷积神经网络模型，专门用于根据DNA序列预测非编码调控元件 (NCREs)的增强子活性。研究人员通过对来自人类神经干细胞 (NSCs)的功能测试非编码调控元件（包括148,198个元素）进行训练，构建了功能基因组图谱。BRAIN-MAGNET能够识别对功能至关重要的核苷酸，并可用于优先排序与神经发育和神经系统疾病相关的非编码变异，从而推进了对调控基因组的功能性解释。此外，研究还通过体内和体外实验验证了BRAIN-MAGNET对预测功能性非编码单核苷酸变异（SNVs）和潜在致病变异的效用。References:Deng R, Perenthaler E, Nikoncuk A, et al. BRAIN-MAGNET: A functional genomics atlas for interpretation of non-coding v...去小宇宙查看完整单集简介前往小宇宙评论区与主播互动

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本研究介绍了BRAIN-MAGNET，这是一个卷积神经网络模型，专门用于根据DNA序列预测非编码调控元件 (NCREs)的增强子活性。研究人员通过对来自人类神经干细胞...

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