人工智能支持的分子编辑在农药发现方面开辟了新的视野
Wei Wang1, Yu Chen2, Dao-Hong Gong1
1State Key Laboratory of Green Pesticide; Center for Research and Development of Fine Chemicals, Guizhou University, Guiyang 550025, People's Republic of China.
Journal of agricultural and food chemistry
|July 15, 2025
概括
这项研究增强了分子编辑工具,用于计算机辅助的农药发现. 拟议的功能包括合成策略,人工智能驱动的2D分子生成,以及用于提高农业生产力的目标识别.
科学领域:
- 农业科学 农业科学
- 计算化学的计算化学
- 生物技术是生物技术.
背景情况:
- 数字技术和分子编辑器对于农药的发现至关重要,影响粮食安全.
- 目前的分子编辑器缺乏优化计算机辅助农药发现的高级功能.
- 加强这些工具可以加快新农业化学品的开发.
研究的目的:
- 建议在农药发现中对人工智能驱动的分子编辑进行三个关键改进.
- 提高计算机辅助农药设计的效率和有效性.
- 促进新型农药候选剂及其生物标的识别.
主要方法:
- 为新型农药候选药物生成实用的合成策略.
- 利用人工智能 (AI) 技术来生成二维结构分子.
- 根据生成的二维分子结构,识别潜在的目标口袋和地点.
主要成果:
- 拟议的改进旨在为农药发现提供更全面的工作流.
- 将人工智能集成到分子编辑中可以简化设计和优化过程.
- 这种方法有助于发现新的农药,在农业中有潜在的应用.
结论:
- 在人工智能驱动的分子编辑中提出的进展可以显著促进农药的发现.
- 预计这些改进将有助于提高农业生产率和粮食安全.
- 这一领域的进一步发展为可持续农业和害虫管理带来了希望.
相关概念视频
In-vitro Mutagenesis
14.2K
To learn more about the function of a gene, researchers can observe what happens when the gene is inactivated or “knocked out,” by creating genetically engineered knockout animals. Knockout mice have been particularly useful as models for human diseases such as cancer, Parkinson’s disease, and diabetes.
14.2K
CRISPR
53.0K
Genome editing technologies allow scientists to modify an organism’s DNA via the addition, removal, or rearrangement of genetic material at specific genomic locations. These types of techniques could potentially be used to cure genetic disorders such as hemophilia and sickle cell anemia. One popular and widely used DNA-editing research tool that could lead to safe and effective cures for genetic disorders is the CRISPR-Cas9 system. CRISPR-Cas9 stands for Clustered Regularly Interspaced...
53.0K
CRISPR and crRNAs
17.4K
Bacteria and archaea are susceptible to viral infections just like eukaryotes; therefore, they have developed a unique adaptive immune system to protect themselves. Clustered regularly interspaced short palindromic repeats and CRISPR-associated proteins (CRISPR-Cas) are present in more than 45% of known bacteria and 90% of known archaea.
The CRISPR-Cas system stores a copy of foreign DNA in the host genome and uses it to identify the foreign DNA upon reinfection. CRISPR-Cas has three different...
The CRISPR-Cas system stores a copy of foreign DNA in the host genome and uses it to identify the foreign DNA upon reinfection. CRISPR-Cas has three different...
17.4K
CRISPR/Cas9 Genome Editing
272
The CRISPR-Cas system serves as a bacterial defense mechanism against invading genetic elements such as viruses and plasmids, forming the foundation for its adaptation as a powerful genome-editing tool. Originally discovered in prokaryotes, this system has been repurposed to revolutionize genetic engineering across a wide range of organisms, including plants, animals, and humans. The core component, Cas9, is an endonuclease derived from Streptococcus pyogenes, capable of introducing...
272


