Literature DB >> 30636320

Distinct timescales of RNA regulators enable the construction of a genetic pulse generator.

Alexandra Westbrook1, Xun Tang2, Ryan Marshall3, Colin S Maxwell4, James Chappell5, Deepak K Agrawal6, Mary J Dunlop6, Vincent Noireaux3, Chase L Beisel4,7,8, Julius Lucks9, Elisa Franco2.   

Abstract

To build complex genetic networks with predictable behaviors, synthetic biologists use libraries of modular parts that can be characterized in isolation and assembled together to create programmable higher-order functions. Characterization experiments and computational models for gene regulatory parts operating in isolation are routinely used to predict the dynamics of interconnected parts and guide the construction of new synthetic devices. Here, we individually characterize two modes of RNA-based transcriptional regulation, using small transcription activating RNAs (STARs) and clustered regularly interspaced short palindromic repeats interference (CRISPRi), and show how their distinct regulatory timescales can be used to engineer a composed feedforward loop that creates a pulse of gene expression. We use a cell-free transcription-translation system (TXTL) to rapidly characterize the system, and we apply Bayesian inference to extract kinetic parameters for an ordinary differential equation-based mechanistic model. We then demonstrate in simulation and verify with TXTL experiments that the simultaneous regulation of a single gene target with STARs and CRISPRi leads to a pulse of gene expression. Our results suggest the modularity of the two regulators in an integrated genetic circuit, and we anticipate that construction and modeling frameworks that can leverage this modularity will become increasingly important as synthetic circuits increase in complexity.
© 2019 Wiley Periodicals, Inc.

Keywords:  Bayesian methods; CRISPRi; RNA-based circuits; model-guided design; sRNA

Mesh:

Substances:

Year:  2019        PMID: 30636320     DOI: 10.1002/bit.26918

Source DB:  PubMed          Journal:  Biotechnol Bioeng        ISSN: 0006-3592            Impact factor:   4.530


  10 in total

1.  Variability in cell-free expression reactions can impact qualitative genetic circuit characterization.

Authors:  Katherine A Rhea; Nathan D McDonald; Stephanie D Cole; Vincent Noireaux; Matthew W Lux; Patricia E Buckley
Journal:  Synth Biol (Oxf)       Date:  2022-08-02

2.  Expanding luciferase reporter systems for cell-free protein expression.

Authors:  Wakana Sato; Melanie Rasmussen; Christopher Deich; Aaron E Engelhart; Katarzyna P Adamala
Journal:  Sci Rep       Date:  2022-07-07       Impact factor: 4.996

3.  Model-Based Investigation of the Relationship between Regulation Level and Pulse Property of I1-FFL Gene Circuits.

Authors:  Jordan Ryan; Seongho Hong; Mathias Foo; Jongmin Kim; Xun Tang
Journal:  ACS Synth Biol       Date:  2022-06-21       Impact factor: 5.249

4.  Toward a translationally independent RNA-based synthetic oscillator using deactivated CRISPR-Cas.

Authors:  James Kuo; Ruoshi Yuan; Carlos Sánchez; Johan Paulsson; Pamela A Silver
Journal:  Nucleic Acids Res       Date:  2020-08-20       Impact factor: 16.971

5.  A single-input binary counting module based on serine integrase site-specific recombination.

Authors:  Jia Zhao; Alexandra Pokhilko; Oliver Ebenhöh; Susan J Rosser; Sean D Colloms
Journal:  Nucleic Acids Res       Date:  2019-05-21       Impact factor: 16.971

6.  In vitro implementation of robust gene regulation in a synthetic biomolecular integral controller.

Authors:  Deepak K Agrawal; Ryan Marshall; Vincent Noireaux; Eduardo D Sontag
Journal:  Nat Commun       Date:  2019-12-17       Impact factor: 14.919

7.  Competitive dCas9 binding as a mechanism for transcriptional control.

Authors:  Daniel A Anderson; Christopher A Voigt
Journal:  Mol Syst Biol       Date:  2021-11       Impact factor: 11.429

8.  Characterizing a New Fluorescent Protein for a Low Limit of Detection Sensing in the Cell-Free System.

Authors:  Caroline E Copeland; Jeehye Kim; Pearce L Copeland; Chloe J Heitmeier; Yong-Chan Kwon
Journal:  ACS Synth Biol       Date:  2022-07-19       Impact factor: 5.249

9.  A microfluidic optimal experimental design platform for forward design of cell-free genetic networks.

Authors:  Bob van Sluijs; Roel J M Maas; Ardjan J van der Linden; Tom F A de Greef; Wilhelm T S Huck
Journal:  Nat Commun       Date:  2022-06-24       Impact factor: 17.694

Review 10.  CRISPR-based gene expression control for synthetic gene circuits.

Authors:  Javier Santos-Moreno; Yolanda Schaerli
Journal:  Biochem Soc Trans       Date:  2020-10-30       Impact factor: 5.407

  10 in total

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