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An iterative deep learning-guided algorithm for directed protein evolution.

Li X, Wang Q, Li J, Tang F, Yang X, Lin Z
iScience. 2025 Aug 7;28(9):113324. doi: 10.1016/j.isci.2025.113324. eCollection 2025 Sep 19. (Link opens in a new window) PubMed (Link opens in a new window) Article

Plasmids from Article

ID Plasmid Purpose
249257pACYC-PJ23100-dpGFPAn avGFP mutant designed by DeepDE that achieved a remarkable 74.3-fold increase in activity over four rounds of evolution, far surpassing the benchmark superfolder GFP.

Antibodies from Article