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聊聊Sci

124-生物技术与人工智能作物改良创新

26 Sep 2025

Description

这篇文章深入分析了通过整合生物技术和人工智能(AI)创新来改善农作物的策略,以满足全球人口增长对粮食、服装和其他重要产品的需求。文章详细探讨了组学技术、基因组编辑、蛋白质设计和高通量表型分析(HTP)的综合应用,这些都得益于AI工具的赋能。来源讨论了这些技术的新兴应用、当前挑战以及如何将通过这些技术产生的优良等位基因,在AI模型的辅助下,整合到现有或从头驯化(de novo domesticated)的作物基因组中。最终,作者提出将这些技术与农业实践相结合,将带来一场新的作物改良革命,从而以可持续的方式促进全球粮食安全。References: Li G, An L, Yang W, et al. Integrated biotechnological and AI innovations for crop improvement[J]. Nature, 2025, 643(8073): 925-937.

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