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通过机器学习引导的细胞自由表达加速酶工程.

Grant M Landwehr1,2, Jonathan W Bogart1,2, Carol Magalhaes1,2

  • 1Department of Chemical and Biological Engineering, Northwestern University, Evanston, IL, USA.

Nature communications
|January 20, 2025
PubMed
概括

本研究介绍了一种机器学习 (ML) 引导的,用于快速酶工程的无细胞平台. 该系统通过优化多种化学反应的酶来加快新生物催化剂的发现,显著改善它们的活性.

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相关概念视频

Enzyme Kinetics01:19

Enzyme Kinetics

Enzymes speed up reactions by lowering the activation energy of the reactants. The speed at which the enzyme turns reactants into products is called the rate of reaction. Several factors impact the rate of reaction, including the number of available reactants. Enzyme kinetics is the study of how an enzyme changes the rate of a reaction.
Scientists typically study enzyme kinetics with a fixed amount of enzyme in the controlled environment of a test tube. When more reactant, or substrate, is...
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