每隔一日合成生物学进展 | 2025.2.5 通过机器学习引导无细胞表达加速酶工程。

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合成生物学交叉——机器学习 Nat Commun. 2025 Jan 20;16(1):865. doi: 10.1038/s41467-024-55399-0. 通过机器学习引导无细胞表达加速酶工程。 Accelerated enzyme engineering by machine-learning guided cell-free expression. Landwehr GM(#)(1)(2), Bogart JW(#)(1)(2), Magalhaes C(1)(2), Hammarlund EG(1)(2), Karim AS(3)(4), Jewett MC(5)(6)(7). Author information: (1)Department of Chemical and Biological Engineering, Northwestern University, Evanston, IL, USA. (2)Center for Synthetic Biology, Northwestern University, Evanston, IL, USA. (3)Department of Chemical and Biological Engineering, Northwestern University, Evanston, IL, USA. ashty.karim@northwestern.edu. (4)Center for Synthetic Biology, Northwestern University, Evanston, IL, USA. ashty.karim@northwestern.edu. (5)Department of Chemical and Biological Engineering, Northwestern University, Evanston, IL, USA. mjewett@stanford.edu. (6)Center for Synthetic Biology, Northwestern University, Evanston, IL, USA. mjewett@s ………………………………