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Updated: Jul 13, 2025

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数据驱动的合成细胞工厂 发展工业生物制造

Zhenkun Shi1,2, Pi Liu1,2, Xiaoping Liao1,2

  • 1Key Laboratory of Systems Microbial Technology, Tianjin Institute of Industrial Biotechnology, Chinese Academy of Sciences, Tianjin 300308, China.

Biodesign research
|October 18, 2023
PubMed
概括

人工智能 (AI) 和机器学习 (ML) 加快了用于生物制造的蛋白质,通路和菌株的设计. 将数据驱动方法与机械模型相结合,是开发先进合成菌株的关键.

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相关概念视频

Biosynthesis in Bacteria01:24

Biosynthesis in Bacteria

Biosynthesis in bacteria is a fundamental anabolic process that generates essential macromolecules, including proteins, nucleic acids, lipids, and polysaccharides. These macromolecules are critical for cellular growth, replication, and function. The process is tightly regulated and energetically linked to catabolic pathways to ensure optimal resource utilization.Biosynthetic pathways begin with precursor metabolites such as pyruvate, acetyl-CoA, and glucose-6-phosphate derived from glycolysis,...
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