Literature DB >> 30203050

Synthetic control systems for high performance gene expression in mammalian cells.

Gabriele Lillacci1, Yaakov Benenson1, Mustafa Khammash1.   

Abstract

Tunable induction of gene expression is an essential tool in biology and biotechnology. In spite of that, current induction systems often exhibit unpredictable behavior and performance shortcomings, including high sensitivity to transactivator dosage and plasmid take-up variation, and excessive consumption of cellular resources. To mitigate these limitations, we introduce here a novel family of gene expression control systems of varying complexity with significantly enhanced performance. These include: (i) an incoherent feedforward circuit that exhibits output tunability and robustness to plasmid take-up variation; (ii) a negative feedback circuit that reduces burden and provides robustness to transactivator dosage variability; and (iii) a new hybrid circuit integrating negative feedback and incoherent feedforward that combines the benefits of both. As with endogenous circuits, the complexity of our genetic controllers is not gratuitous, but is the necessary outcome of more stringent performance requirements. We demonstrate the benefits of these controllers in two applications. In a culture of CHO cells for protein manufacturing, the circuits result in up to a 2.6-fold yield improvement over a standard system. In human-induced pluripotent stem cells they enable precisely regulated expression of an otherwise poorly tolerated gene of interest, resulting in a significant increase in the viability of the transfected cells.

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Year:  2018        PMID: 30203050      PMCID: PMC6182142          DOI: 10.1093/nar/gky795

Source DB:  PubMed          Journal:  Nucleic Acids Res        ISSN: 0305-1048            Impact factor:   16.971


  32 in total

1.  Core transcriptional regulatory circuitry in human embryonic stem cells.

Authors:  Laurie A Boyer; Tong Ihn Lee; Megan F Cole; Sarah E Johnstone; Stuart S Levine; Jacob P Zucker; Matthew G Guenther; Roshan M Kumar; Heather L Murray; Richard G Jenner; David K Gifford; Douglas A Melton; Rudolf Jaenisch; Richard A Young
Journal:  Cell       Date:  2005-09-23       Impact factor: 41.582

2.  Genetic regulatory networks programming hematopoietic stem cells and erythroid lineage specification.

Authors:  Gemma Swiers; Roger Patient; Matthew Loose
Journal:  Dev Biol       Date:  2006-04-19       Impact factor: 3.582

3.  Mouse in red: red fluorescent protein expression in mouse ES cells, embryos, and adult animals.

Authors:  Kristina Vintersten; Claudio Monetti; Marina Gertsenstein; Puzheng Zhang; Lajos Laszlo; Steffen Biechele; Andras Nagy
Journal:  Genesis       Date:  2004-12       Impact factor: 2.487

4.  Antithetic Integral Feedback Ensures Robust Perfect Adaptation in Noisy Biomolecular Networks.

Authors:  Corentin Briat; Ankit Gupta; Mustafa Khammash
Journal:  Cell Syst       Date:  2016-01-27       Impact factor: 10.304

5.  Burden-driven feedback control of gene expression.

Authors:  Francesca Ceroni; Alice Boo; Simone Furini; Thomas E Gorochowski; Olivier Borkowski; Yaseen N Ladak; Ali R Awan; Charlie Gilbert; Guy-Bart Stan; Tom Ellis
Journal:  Nat Methods       Date:  2018-03-26       Impact factor: 28.547

6.  The incoherent feed-forward loop accelerates the response-time of the gal system of Escherichia coli.

Authors:  S Mangan; S Itzkovitz; A Zaslaver; U Alon
Journal:  J Mol Biol       Date:  2005-12-19       Impact factor: 5.469

7.  Spatiotemporal control of gene expression with pulse-generating networks.

Authors:  Subhayu Basu; Rishabh Mehreja; Stephan Thiberge; Ming-Tang Chen; Ron Weiss
Journal:  Proc Natl Acad Sci U S A       Date:  2004-04-19       Impact factor: 11.205

8.  MicroRNA regulation of a cancer network: consequences of the feedback loops involving miR-17-92, E2F, and Myc.

Authors:  Baltazar D Aguda; Yangjin Kim; Melissa G Piper-Hunter; Avner Friedman; Clay B Marsh
Journal:  Proc Natl Acad Sci U S A       Date:  2008-12-09       Impact factor: 11.205

9.  Engineered promoters enable constant gene expression at any copy number in bacteria.

Authors:  Thomas H Segall-Shapiro; Eduardo D Sontag; Christopher A Voigt
Journal:  Nat Biotechnol       Date:  2018-03-19       Impact factor: 54.908

10.  Synthetic feedback control using an RNAi-based gene-regulatory device.

Authors:  Ryan J Bloom; Sally M Winkler; Christina D Smolke
Journal:  J Biol Eng       Date:  2015-04-14       Impact factor: 4.355

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  25 in total

1.  Double-edged role of resource competition in gene expression noise and control.

Authors:  Hanah Goetz; Austin Stone; Rong Zhang; Ying-Cheng Lai; Xiao-Jun Tian
Journal:  Adv Genet (Hoboken)       Date:  2022-02-08

2.  A genetic mammalian proportional-integral feedback control circuit for robust and precise gene regulation.

Authors:  Timothy Frei; Ching-Hsiang Chang; Maurice Filo; Asterios Arampatzis; Mustafa Khammash
Journal:  Proc Natl Acad Sci U S A       Date:  2022-06-10       Impact factor: 12.779

3.  GAMES: A Dynamic Model Development Workflow for Rigorous Characterization of Synthetic Genetic Systems.

Authors:  Kate E Dray; Joseph J Muldoon; Niall M Mangan; Neda Bagheri; Joshua N Leonard
Journal:  ACS Synth Biol       Date:  2022-01-13       Impact factor: 5.249

4.  A synthetic transcription platform for programmable gene expression in mammalian cells.

Authors:  William C W Chen; Leonid Gaidukov; Yong Lai; Ming-Ru Wu; Jicong Cao; Michael J Gutbrod; Gigi C G Choi; Rachel P Utomo; Ying-Chou Chen; Liliana Wroblewska; Manolis Kellis; Lin Zhang; Ron Weiss; Timothy K Lu
Journal:  Nat Commun       Date:  2022-10-18       Impact factor: 17.694

5.  A hierarchy of biomolecular proportional-integral-derivative feedback controllers for robust perfect adaptation and dynamic performance.

Authors:  Maurice Filo; Sant Kumar; Mustafa Khammash
Journal:  Nat Commun       Date:  2022-04-19       Impact factor: 17.694

6.  Biological signal generators: integrating synthetic biology tools and in silico control.

Authors:  Taylor D Scott; Kieran Sweeney; Megan N McClean
Journal:  Curr Opin Syst Biol       Date:  2019-02-27

Review 7.  Synthetic biology in the clinic: engineering vaccines, diagnostics, and therapeutics.

Authors:  Xiao Tan; Justin H Letendre; James J Collins; Wilson W Wong
Journal:  Cell       Date:  2021-02-10       Impact factor: 41.582

Review 8.  Context-aware synthetic biology by controller design: Engineering the mammalian cell.

Authors:  Nika Shakiba; Ross D Jones; Ron Weiss; Domitilla Del Vecchio
Journal:  Cell Syst       Date:  2021-06-16       Impact factor: 11.091

9.  A synthetic circuit for buffering gene dosage variation between individual mammalian cells.

Authors:  Jin Yang; Jihwan Lee; Michelle A Land; Shujuan Lai; Oleg A Igoshin; François St-Pierre
Journal:  Nat Commun       Date:  2021-07-05       Impact factor: 14.919

10.  Quantitative characterization of recombinase-based digitizer circuits enables predictable amplification of biological signals.

Authors:  Katherine A Kiwimagi; Justin H Letendre; Benjamin H Weinberg; Junmin Wang; Mingzhe Chen; Leandro Watanabe; Chris J Myers; Jacob Beal; Wilson W Wong; Ron Weiss
Journal:  Commun Biol       Date:  2021-07-15
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