PT - JOURNAL ARTICLE AU - Michaels, Yale S. AU - Barnkob, Mike B. AU - Barbosa, Hector AU - Baeumler, Toni A. AU - Thompson, Mary K. AU - Andre, Violaine AU - Colin-York, Huw AU - Fritzsche, Marco AU - Gileadi, Uzi AU - Sheppard, Hilary M. AU - Knapp, David J.H.F. AU - Milne, Thomas A. AU - Cerundolo, Vincenzo AU - Fulga, Tudor A. TI - Precise tuning of gene expression output levels in mammalian cells AID - 10.1101/352377 DP - 2018 Jan 01 TA - bioRxiv PG - 352377 4099 - http://biorxiv.org/content/early/2018/06/20/352377.short 4100 - http://biorxiv.org/content/early/2018/06/20/352377.full AB - Precise, analogue regulation of gene expression is critical for development, homeostasis and regeneration in mammals. In contrast, widely employed experimental and therapeutic approaches such as knock-in/out strategies are more suitable for binary control of gene activity, while RNA interference (RNAi) can lead to pervasive off-target effects and unpredictable levels of repression. Here we report on a method for the precise control of gene expression levels in mammalian cells based on engineered, synthetic microRNA response elements (MREs). To develop this system, we established a high-throughput sequencing approach for measuring the efficacy of thousands of miR-17 MRE variants. This allowed us to create a library of microRNA silencing-mediated fine-tuners (miSFITs) of varying strength that can be employed to control the expression of user specified genes. To demonstrate the value of this technology, we used a panel of miSFITs to tune the expression of a peptide antigen in a mouse melanoma model. This analysis revealed that antigen expression level is a key determinant of the anti-tumour immune response in vitro and in vivo. miSFITs are a powerful tool for modulating gene expression output levels with applications in research and cellular engineering.