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Google DeepMind releases AlphaGenome Atlas: A PB-level genome variation prediction database to aid in the discovery of epilepsy-related genes

2026-09-09 06:50 Models 🔥 56.2 heat score hn #1techmeme #1
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On September 8, 2026, Google DeepMind released AlphaGenome Atlas, a PB-level public database containing predictions of the effects of nine billion human genome nucleotide variations. Based on the AlphaGenome model introduced last year, this platform uses pre-computed results to assign AVI scores to each variation, aiming to help researchers identify pathogenic mutations rather than relying on brute-force testing. In experiments conducted with the GREGoR Consortium, this tool successfully identified the variations affecting the gene DNM1 in epileptogenic encephalopathy and their pathogenic mechanisms. DeepMind emphasized that the current content is still predictive data and will continue to improve as the model evolves, helping scientists better understand the basics of the human body.

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AlphaGenome AtlasDeepMindGREGoR ConsortiumGoogle

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Google AlphaGenome Atlas 发布含90亿变体预测的基因组数据库

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AlphaGenome Atlas × Dee…1AlphaGenome Atlas × GRE…1AlphaGenome Atlas × Goo…1DeepMind × GREGoR Conso…1DeepMind × Google1GREGoR Consortium × Goo…1

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  • Google1
  • DeepMind1
  • AlphaGenome Atlas1
  • GREGoR Consortium1

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T The Register en 2026-09-09 06:50

Google DeepMind rises above the AI scrum with genome atlas

Google DeepMind 团队于周二发布了 AlphaGenome Atlas,这是一个包含预测人类基因组中九十亿种核苷酸变异影响的 PB 级数据库。该平台已公开供研究人员使用,旨在解决现代遗传研究中定位致病变异的关键挑战。AlphaGenome Atlas 基于去年推出的 AlphaGenome 模型,通过预计算大规模预测结果并赋予每个变异 AlphaGenome Variant Impact(AVI)评分,帮助科学家缩小搜索范围而非依赖暴力测试。在与合作的 GREGoR Consortium 进行的实验中,研究人员利用该数据库成功识别了影响癫痫性脑病基因 DNM1 的变异及其致病机制。DeepMind 强调,尽管当前内容仍为预测且随模型进化而改进,但该平台作为新工具正助力科学家更好地理解人体基础并…