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Automated Continuous Evolution of Proteins in Vivo.

Ziwei ZhongBrandon G WongArjun RavikumarGarri A ArzumanyanAhmad S KhalilChang C Liu
Published in: ACS synthetic biology (2020)
We present automated continuous evolution (ACE), a platform for the hands-free directed evolution of biomolecules. ACE pairs OrthoRep, a genetic system for continuous targeted mutagenesis of user-selected genes in vivo, with eVOLVER, a scalable and automated continuous culture device for precise, multiparameter regulation of growth conditions. By implementing real-time feedback-controlled tuning of selection stringency with eVOLVER, genes of interest encoded on OrthoRep autonomously traversed multimutation adaptive pathways to reach desired functions, including drug resistance and improved enzyme activity. The durability, scalability, and speed of biomolecular evolution with ACE should be broadly applicable to protein engineering as well as prospective studies on how selection parameters and schedules shape adaptation.
Keyphrases
  • high throughput
  • deep learning
  • machine learning
  • genome wide
  • angiotensin ii
  • crispr cas
  • drug delivery
  • binding protein
  • copy number
  • protein protein