2018 · 24 citations · 13 references
Life SciencesBiologyMolecular BiologyGene RegulationGene Regulatory NetworksTranscriptional RegulationCrispr-cas SystemsRegulatory Network EngineeringCrispr RegulationCrispr-based Circuit ModelingCrispr-cas RegulationRepressilator Networks
CRISPR-mediated gene regulation is known for its ability to control multiple targets simultaneously due to its modular nature: the same dCas9 effector can target different genes simply by changing the associated gRNA. However, multiplexing requires the sharing of limited amounts of dCas9 protein among multiple gRNAs, leading to resource competition. In turn, competition between gRNAs for the same resource may hamper network function. In this work, we develop a general model that takes into account the sharing of limited amounts of dCas9 protein for arbitrary CRISPR-mediated gene repression networks. We demonstrate that, as a result of resource competition, hidden interactions appear, which modifies the intended network regulations. As a case study, we analyze the effects of these hidden interactions on repression cascades. In particular, we illustrate that perfect adaptation to resource fluctuations can be achieved in cascades with an even number of repressors. In contrast, cascades with an odd number of repressors are substantially impacted by resource competition.
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Repurposing CRISPR as an RNA-Guided Platform for Sequence-Specific Control of Gene Expression
Lei S. Qi, Matthew H. Larson, Luke A. Gilbert et al. · Cell · 2013 · 5.2K citations · Full text
Principles of mathematical analysis
Carl Hammer · Journal of the Franklin Institute · 1953 · 4.1K citations
CRISPR-Mediated Modular RNA-Guided Regulation of Transcription in Eukaryotes
Luke A. Gilbert, Matthew H. Larson, Leonardo Morsut et al. · Cell · 2013 · 3.8K citations · Full text
DNA interrogation by the CRISPR RNA-guided endonuclease Cas9
Samuel H. Sternberg, Sy Redding, Martin Jínek et al. · Nature · 2014 · 1.9K citations · Full text
Cas9 gRNA engineering for genome editing, activation and repression
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