title: A quantitative framework for the forward design of synthetic miRNA circuits.
abstract: Synthetic genetic circuits incorporating regulatory components based on RNA interference (RNAi) have been used in a variety of systems. A comprehensive understanding of the parameters that determine the relationship between microRNA (miRNA) and target expression levels is lacking. We describe a quantitative framework supporting the forward engineering of gene circuits that incorporate RNAi-based regulatory components in mammalian cells. We developed a model that captures the quantitative relationship between miRNA and target gene expression levels as a function of parameters, including mRNA half-life and miRNA target-site number. We extended the model to synthetic circuits that incorporate protein-responsive miRNA switches and designed an optimized miRNA-based protein concentration detector circuit that noninvasively measures small changes in the nuclear concentration of β-catenin owing to induction of the Wnt signaling pathway. Our results highlight the importance of methods for guiding the quantitative design of genetic circuits to achieve robust, reliable and predictable behaviors in mammalian cells.
authors.affiliation: Department of Bioengineering, Stanford University, Stanford, California, USA.
authors.forename: Ryan J
authors.initials: RJ
authors.lastname: Bloom
authors.affiliation: Department of Bioengineering, Stanford University, Stanford, California, USA.
authors.forename: Sally M
authors.initials: SM
authors.lastname: Winkler
authors.affiliation: Department of Bioengineering, Stanford University, Stanford, California, USA.
authors.forename: Christina D
authors.initials: CD
authors.lastname: Smolke
mesh_terms: D000818:Animals; D053263:Gene Regulatory Networks; D005818:Genetic Engineering; D049452:Green Fluorescent Proteins / Q000235:genetics; D057809:HEK293 Cells; D006801:Humans; D017909:Levivirus / Q000235:genetics; D035683:MicroRNAs / Q000235:genetics*; D034622:RNA Interference; D012333:RNA, Messenger / Q000235:genetics; D034741:RNA, Small Interfering / Q000235:genetics; D060449:Wnt Signaling Pathway / Q000235:genetics; D051176:beta Catenin / Q000235:genetics / Q000378:metabolism*
chemical_list: D035683:MicroRNAs; D012333:RNA, Messenger; D034741:RNA, Small Interfering; D051176:beta Catenin; D049452:Green Fluorescent Proteins