在作物改良方面,合成生物学和人工智能
Daolei Zhang1, Fan Xu2, Fanhua Wang1
1Biotechnology Research Institute, Chinese Academy of Agricultural Sciences, Beijing 100081, China; School of Life Sciences, Inner Mongolia University, Hohhot 010021, China.
Plant communications
|December 13, 2024
概括
合成生物学和人工智能 (AI) 正在彻底改变农作物工程. 这篇评论详细介绍了人工智能驱动的合成生物学,用于增强作物特征和生物生产.
科学领域:
- 农业科学 农业科学
- 生物技术是生物技术.
- 遗传学 是一个遗传学.
背景情况:
- 合成生物学应用工程原理来修改植物以改善特征和生物生产.
- 人工智能 (AI) 提供强大的设计和学习能力,与作物育种日益相关.
- 需要对人工智能驱动的合成生物学在植物工程中的系统性审查.
研究的目的:
- 审查作物合成生物学中的工程原理.
- 探索人工智能在植物工程和作物改进中的应用.
- 提出人工智能增强合成生物技术,用于先进的作物开发.
主要方法:
- 对作物合成生物学中的基本工程原理的审查.
- 讨论遗传电路设计方法:基因编辑,合成核酸/蛋白质,多组学,基因组选择,蛋白质工程和人工智能.
- 对作物特征增强和发展的策略概述.
主要成果:
- 合成生物学使生物组件的重新设计能够提高作物产量,营养吸收,弹性和质量.
- 人工智能集成加速了作物工程中的设计和学习周期.
- 建议开发SMART (自我监测,适应和响应技术) 作物.
结论:
- 由人工智能驱动的合成生物学提出了一种转变性的作物改进方法.
- 解决合成生物学发展的挑战对于实现其全部潜力至关重要.
- 未来的作物开发可以通过人工智能增强合成生物技术显著推进.
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