精确的基因组编辑过程及其在人工智能驱动的植物中的应用
Bo Jiang1,2,3, Zeyu An4, Linlin Niu1,2,3
1State Key Laboratory of Tree Genetics and Breeding, College of Biological Sciences and Technology, Beijing Forestry University, Beijing, 100083, China.
Functional & integrative genomics
|May 24, 2025
概括
包括CRISPR-Cas,基因和主要编辑器在内的基因组编辑技术正在彻底改变生物技术和植物育种. 人工智能的整合进一步提高了基因组工程的精度和效率,以应对全球挑战.
科学领域:
- 生物技术是生物技术.
- 基因组工程是基因组工程.
- 植物育种 植物育种
背景情况:
- 基因组编辑技术使精确的基因修改成为可能,从早期的工具发展到CRISPR-Cas系统.
- 基因编辑器,基因编辑器和主要编辑器代表了基因组工程的重大进步.
- 人工智能 (AI) 越来越多地集成到基因组编辑中,提高精度和简化工作流程.
研究的目的:
- 审查早期的基因组编辑技术 (大核细胞酶,ZFN,TALEN,CRISPR-Cas).
- 引入下一代工具,如基础和主要编辑器及其植物应用程序.
- 总结和展望人工智能与基因组编辑的整合,以期未来的进展.
主要方法:
- 关于基因组编辑技术的文献综述.
- 详细介绍基础和主要编辑器.
- 在优化编辑系统,预测效率和设计策略方面,人工智能应用的概述.
主要成果:
- 历史和当前基因组编辑工具的概述.
- 突出了植物中基础和主要编辑器的高级应用.
- 确定AI在改进编辑系统优化,效率预测和战略设计方面的作用.
结论:
- 基因组编辑技术提供了广泛的应用,特别是在用于改善特征的植物育种中.
- 先进的基因组编辑工具和人工智能之间的协同作用为全球挑战提供了创新的解决方案.
- 未来的前景包括提高精度,效率和更广泛地利用基因组编辑来促进健康,繁荣和可持续性.
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