Nature Communications (Mar 2024)

A universal system for boosting gene expression in eukaryotic cell-lines

  • Inbal Vaknin,
  • Or Willinger,
  • Jonathan Mandl,
  • Hadar Heuberger,
  • Dan Ben-Ami,
  • Yi Zeng,
  • Sarah Goldberg,
  • Yaron Orenstein,
  • Roee Amit

DOI
https://doi.org/10.1038/s41467-024-46573-5
Journal volume & issue
Vol. 15, no. 1
pp. 1 – 17

Abstract

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Abstract We demonstrate a transcriptional regulatory design algorithm that can boost expression in yeast and mammalian cell lines. The system consists of a simplified transcriptional architecture composed of a minimal core promoter and a synthetic upstream regulatory region (sURS) composed of up to three motifs selected from a list of 41 motifs conserved in the eukaryotic lineage. The sURS system was first characterized using an oligo-library containing 189,990 variants. We validate the resultant expression model using a set of 43 unseen sURS designs. The validation sURS experiments indicate that a generic set of grammar rules for boosting and attenuation may exist in yeast cells. Finally, we demonstrate that this generic set of grammar rules functions similarly in mammalian CHO-K1 and HeLa cells. Consequently, our work provides a design algorithm for boosting the expression of promoters used for expressing industrially relevant proteins in yeast and mammalian cell lines.