TY - JOUR
T1 - A universal system for boosting gene expression in eukaryotic cell-lines
AU - Vaknin, Inbal
AU - Willinger, Or
AU - Mandl, Jonathan
AU - Heuberger, Hadar
AU - Ben-Ami, Dan
AU - Zeng, Yi
AU - Goldberg, Sarah
AU - Orenstein, Yaron
AU - Amit, Roee
N1 - Publisher Copyright:
© The Author(s) 2024.
PY - 2024/3/16
Y1 - 2024/3/16
N2 - 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.
AB - 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.
UR - http://www.scopus.com/inward/record.url?scp=85187940692&partnerID=8YFLogxK
U2 - 10.1038/s41467-024-46573-5
DO - 10.1038/s41467-024-46573-5
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C2 - 38493141
AN - SCOPUS:85187940692
SN - 2041-1723
VL - 15
JO - Nature Communications
JF - Nature Communications
IS - 1
M1 - 2394
ER -