相关实验视频
Updated: Sep 13, 2025

07:56
Genome Editing in Mammalian Cell Lines using CRISPR-Cas
Published on: April 11, 2019
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通过模拟CRISPR-Cas序列设计高功能基因组编辑器
Jeffrey A Ruffolo1, Stephen Nayfach1, Joseph Gallagher1
1Profluent Bio, Berkeley, CA, USA.
Nature
|July 31, 2025
概括
人工智能设计了一个全新的基因编辑器,OpenCRISPR-1,用于精确编辑人类基因组. 这种人工智能产生的工具比现有的CRISPR系统具有可比性或更好的性能,并且与基础编辑兼容.
科学领域:
- 基因组学
- 生物技术
- 人工智能
背景情况:
- CRISPR基因编辑器在人类细胞等非本地环境中面临限制.
- 进化约束限制了自然衍生基因编辑工具的优化.
研究的目的:
- 开发一个新的,人工智能设计的基因编辑器,用于精确的人类基因组应用.
- 通过人工智能驱动的设计克服自然存在的CRISPR系统的局限性.
主要方法:
- 从各种基因组和元基因组数据中训练了超过100万个CRISPR操作子的大型语言模型.
- 产生了新的Cas9样效应蛋白和定制的单导向RNA序列.
- 对活动,特异性和基础编辑兼容性进行了评估.
主要成果:
- 开发了一个人工智能设计的基因编辑器OpenCRISPR-1,用于精确编辑人类基因组.
- 在CRISPR-Cas家族中生成的蛋白质的数量是大自然中发现的4.8倍.
- 尽管有显著的序列分歧,但一些人工智能设计的编辑器与SpCas9的性能相匹配或超过.
结论:
- 人工智能驱动的设计可以绕过进化约束, 创建优化的基因编辑工具.
- OpenCRISPR-1提供了一个强大的,可编程的,多功能基因编辑平台.
- OpenCRISPR-1的发布促进了研究和商业应用的伦理进步.
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