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Stagno J, Deme J, Dwivedi V, Lee YT, Lee HK, Yu P, Chen SY, Fan L, Degenhardt MS, Chari R, Young H, Lea S, Wang YX. Structural investigation of an RNA device that regulates PD-1 expression in mammalian cells. Nucleic Acids Res 2025; 53:gkaf156. [PMID: 40071935 PMCID: PMC11897892 DOI: 10.1093/nar/gkaf156] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/11/2024] [Revised: 02/11/2025] [Accepted: 02/18/2025] [Indexed: 03/15/2025] Open
Abstract
Synthetic RNA devices are engineered to control gene expression and offer great potential in both biotechnology and clinical applications. Here, we present multidisciplinary structural and biochemical data for a tetracycline (Tc)-responsive RNA device (D43) in both ligand-free and bound states, providing a structure-dynamical basis for signal transmission. Activation of self-cleavage is achieved via ligand-induced conformational and dynamical changes that stabilize the elongated bridging helix harboring the communication module, which drives proper coordination of the catalytic residues. We then show the utility of CRISPR-integrated D43 in EL4 lymphocytes to regulate programmed cell death protein 1 (PD-1), a key receptor of immune checkpoints. Treatment of these cells with Tc showed a dose-dependent reduction in PD-1 by immunostaining and a decrease in messenger RNA levels by quantitative PCR as compared with wild type. PD-1 expression was recoverable upon removal of Tc. These results provide mechanistic insight into RNA devices with potential for cancer immunotherapy or other applications.
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Affiliation(s)
- Jason R Stagno
- Protein-Nucleic Acid Interaction Section, Center for Structural Biology, Center for Cancer Research, National Cancer Institute, Frederick, MD, 21702, United States
| | - Justin C Deme
- Molecular Basis of Disease Section, Center for Structural Biology, Center for Cancer Research, National Cancer Institute, Frederick, MD, 21702, United States
| | - Vibha Dwivedi
- Protein-Nucleic Acid Interaction Section, Center for Structural Biology, Center for Cancer Research, National Cancer Institute, Frederick, MD, 21702, United States
| | - Yun-Tzai Lee
- Protein-Nucleic Acid Interaction Section, Center for Structural Biology, Center for Cancer Research, National Cancer Institute, Frederick, MD, 21702, United States
| | - Hyun Kyung Lee
- Protein-Nucleic Acid Interaction Section, Center for Structural Biology, Center for Cancer Research, National Cancer Institute, Frederick, MD, 21702, United States
| | - Ping Yu
- Protein-Nucleic Acid Interaction Section, Center for Structural Biology, Center for Cancer Research, National Cancer Institute, Frederick, MD, 21702, United States
| | - Szu-Yun Chen
- Protein-Nucleic Acid Interaction Section, Center for Structural Biology, Center for Cancer Research, National Cancer Institute, Frederick, MD, 21702, United States
| | - Lixin Fan
- Basic Science Program, Frederick National Laboratory for Cancer Research, SAXS Core Facility of the National Cancer Institute, Frederick, MD, 21702, United States
| | - Maximilia F S Degenhardt
- Protein-Nucleic Acid Interaction Section, Center for Structural Biology, Center for Cancer Research, National Cancer Institute, Frederick, MD, 21702, United States
| | - Raj Chari
- Genome Modification Core, Frederick National Laboratory for Cancer Research, National Cancer Institute, Frederick, MD, 21702, United States
| | - Howard A Young
- Cellular and Molecular Immunology Section, Cancer Innovation Laboratory, Center for Cancer Research, National Cancer Institute, Frederick, MD, 21702, United States
| | - Susan M Lea
- Molecular Basis of Disease Section, Center for Structural Biology, Center for Cancer Research, National Cancer Institute, Frederick, MD, 21702, United States
| | - Yun-Xing Wang
- Protein-Nucleic Acid Interaction Section, Center for Structural Biology, Center for Cancer Research, National Cancer Institute, Frederick, MD, 21702, United States
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Hagen T, Litke JL, Nasir N, Hou Q, Jaffrey SR. Engineering acyclovir-induced RNA nanodevices for reversible and tunable control of aptamer function. Cell Chem Biol 2024; 31:1827-1838.e7. [PMID: 39191249 PMCID: PMC11680490 DOI: 10.1016/j.chembiol.2024.07.017] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/14/2024] [Revised: 06/03/2024] [Accepted: 07/29/2024] [Indexed: 08/29/2024]
Abstract
Small molecule-regulated RNA devices have the potential to modulate diverse aspects of cellular function, but the small molecules used to date have potential toxicities limiting their use in cells. Here we describe a method for creating drug-regulated RNA nanodevices (RNs) using acyclovir, a biologically compatible small molecule with minimal toxicity. Our modular approach involves a scaffold comprising a central F30 three-way junction, an integrated acyclovir aptamer on the input arm, and a variable effector-binding aptamer on the output arm. This design allows for the rapid engineering of acyclovir-regulated RNs, facilitating temporal, tunable, and reversible control of intracellular aptamers. We demonstrate the control of the Broccoli aptamer and the iron-responsive element (IRE) by acyclovir. Regulating the IRE with acyclovir enables precise control over iron-regulatory protein (IRP) sequestration, consequently promoting the inhibition of ferroptosis. Overall, the method described here provides a platform for transforming aptamers into acyclovir-controllable antagonists against physiologic target proteins.
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Affiliation(s)
- Timo Hagen
- Department of Pharmacology, Weill Cornell Medicine, Cornell University, New York, NY 10065, USA
| | - Jacob L Litke
- Department of Pharmacology, Weill Cornell Medicine, Cornell University, New York, NY 10065, USA; Chimerna Therapeutics, New York, NY 10032, USA
| | | | - Qian Hou
- Tri-institutional PhD Program in Chemical Biology, Weill Cornell Medical College, The Rockefeller University, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Samie R Jaffrey
- Department of Pharmacology, Weill Cornell Medicine, Cornell University, New York, NY 10065, USA; Tri-institutional PhD Program in Chemical Biology, Weill Cornell Medical College, The Rockefeller University, Memorial Sloan Kettering Cancer Center, New York, NY, USA.
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3
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Eisenhut P, Marx N, Borsi G, Papež M, Ruggeri C, Baumann M, Borth N. Corrigendum to "Manipulating gene expression levels in mammalian cell factories: An outline of synthetic molecular toolboxes to achieve multiplexed control" [New Biotechnol 79 (2024) 1-19]. N Biotechnol 2024; 84:30-36. [PMID: 39332183 DOI: 10.1016/j.nbt.2024.09.001] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 09/29/2024]
Affiliation(s)
- Peter Eisenhut
- Austrian Centre of Industrial Biotechnology (acib GmbH), Muthgasse 11, 1190 Vienna, Austria
| | - Nicolas Marx
- BOKU University of Natural Resources and Life Sciences, Institute of Animal Cell Technology and Systems Biology, Muthgasse 18, 1190 Vienna, Austria.
| | - Giulia Borsi
- BOKU University of Natural Resources and Life Sciences, Institute of Animal Cell Technology and Systems Biology, Muthgasse 18, 1190 Vienna, Austria
| | - Maja Papež
- Austrian Centre of Industrial Biotechnology (acib GmbH), Muthgasse 11, 1190 Vienna, Austria; BOKU University of Natural Resources and Life Sciences, Institute of Animal Cell Technology and Systems Biology, Muthgasse 18, 1190 Vienna, Austria
| | - Caterina Ruggeri
- BOKU University of Natural Resources and Life Sciences, Institute of Animal Cell Technology and Systems Biology, Muthgasse 18, 1190 Vienna, Austria
| | - Martina Baumann
- Austrian Centre of Industrial Biotechnology (acib GmbH), Muthgasse 11, 1190 Vienna, Austria
| | - Nicole Borth
- Austrian Centre of Industrial Biotechnology (acib GmbH), Muthgasse 11, 1190 Vienna, Austria; BOKU University of Natural Resources and Life Sciences, Institute of Animal Cell Technology and Systems Biology, Muthgasse 18, 1190 Vienna, Austria.
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Prochazka L, Michaels YS, Lau C, Jones RD, Siu M, Yin T, Wu D, Jang E, Vázquez‐Cantú M, Gilbert PM, Kaul H, Benenson Y, Zandstra PW. Synthetic gene circuits for cell state detection and protein tuning in human pluripotent stem cells. Mol Syst Biol 2022; 18:e10886. [PMID: 36366891 PMCID: PMC9650275 DOI: 10.15252/msb.202110886] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/21/2021] [Revised: 10/13/2022] [Accepted: 10/17/2022] [Indexed: 11/13/2022] Open
Abstract
During development, cell state transitions are coordinated through changes in the identity of molecular regulators in a cell type‐ and dose‐specific manner. The ability to rationally engineer such transitions in human pluripotent stem cells (hPSC) will enable numerous applications in regenerative medicine. Herein, we report the generation of synthetic gene circuits that can detect a desired cell state using AND‐like logic integration of endogenous miRNAs (classifiers) and, upon detection, produce fine‐tuned levels of output proteins using an miRNA‐mediated output fine‐tuning technology (miSFITs). Specifically, we created an “hPSC ON” circuit using a model‐guided miRNA selection and circuit optimization approach. The circuit demonstrates robust PSC‐specific detection and graded output protein production. Next, we used an empirical approach to create an “hPSC‐Off” circuit. This circuit was applied to regulate the secretion of endogenous BMP4 in a state‐specific and fine‐tuned manner to control the composition of differentiating hPSCs. Our work provides a platform for customized cell state‐specific control of desired physiological factors in hPSC, laying the foundation for programming cell compositions in hPSC‐derived tissues and beyond.
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Affiliation(s)
- Laura Prochazka
- Institute of Biomedical Engineering (BME) University of Toronto Toronto ON Canada
- Donnelly Centre for Cellular & Biomolecular Research University of Toronto Toronto ON Canada
| | - Yale S Michaels
- Michael Smith Laboratories University of British Columbia Vancouver BC Canada
- School of Biomedical Engineering University of British Columbia Vancouver BC Canada
| | - Charles Lau
- Institute of Biomedical Engineering (BME) University of Toronto Toronto ON Canada
- Donnelly Centre for Cellular & Biomolecular Research University of Toronto Toronto ON Canada
- Michael Smith Laboratories University of British Columbia Vancouver BC Canada
- School of Biomedical Engineering University of British Columbia Vancouver BC Canada
| | - Ross D Jones
- Michael Smith Laboratories University of British Columbia Vancouver BC Canada
- School of Biomedical Engineering University of British Columbia Vancouver BC Canada
| | - Mona Siu
- Michael Smith Laboratories University of British Columbia Vancouver BC Canada
- School of Biomedical Engineering University of British Columbia Vancouver BC Canada
| | - Ting Yin
- Institute of Biomedical Engineering (BME) University of Toronto Toronto ON Canada
- Donnelly Centre for Cellular & Biomolecular Research University of Toronto Toronto ON Canada
| | - Diana Wu
- Institute of Biomedical Engineering (BME) University of Toronto Toronto ON Canada
- Donnelly Centre for Cellular & Biomolecular Research University of Toronto Toronto ON Canada
| | - Esther Jang
- Institute of Biomedical Engineering (BME) University of Toronto Toronto ON Canada
- Donnelly Centre for Cellular & Biomolecular Research University of Toronto Toronto ON Canada
| | - Mercedes Vázquez‐Cantú
- Institute of Biomedical Engineering (BME) University of Toronto Toronto ON Canada
- Donnelly Centre for Cellular & Biomolecular Research University of Toronto Toronto ON Canada
- Swiss Federal Institute of Technology (ETH) Zürich, Department of Biosystems Science and Engineering (D‐BSSE) Basel Switzerland
| | - Penney M Gilbert
- Institute of Biomedical Engineering (BME) University of Toronto Toronto ON Canada
- Donnelly Centre for Cellular & Biomolecular Research University of Toronto Toronto ON Canada
- Department of Cell and Systems Biology University of Toronto Toronto ON Canada
| | - Himanshu Kaul
- School of Engineering University of Leicester Leicester UK
- Department of Respiratory Sciences University of Leicester Leicester UK
| | - Yaakov Benenson
- Swiss Federal Institute of Technology (ETH) Zürich, Department of Biosystems Science and Engineering (D‐BSSE) Basel Switzerland
| | - Peter W Zandstra
- Michael Smith Laboratories University of British Columbia Vancouver BC Canada
- School of Biomedical Engineering University of British Columbia Vancouver BC Canada
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5
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Huang X, Wang M, Liu Y, Gui Y. Synthesis of RNA-based gene regulatory devices for redirecting cellular signaling events mediated by p53. Am J Cancer Res 2021; 11:4688-4698. [PMID: 33754021 PMCID: PMC7978309 DOI: 10.7150/thno.55856] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/13/2020] [Accepted: 02/12/2021] [Indexed: 11/05/2022] Open
Abstract
Rationale: The p53 gene is a well-known tumor suppressor, and its mutation often contributes to the occurrence and development of tumors. Due to the diversity and complexity of p53 mutations, there is still no effective p53 gene therapy. In this study, we designed and constructed an aptazyme switch that could effectively sense cellular wild-type p53 protein and regulate downstream gene function flexibly. The application of this artificial device in combination with Cre-LoxP and dCas9-VP64 tools achieved a precisely targeted killing effect on tumor cells. Methods: The affinity of the aptamer to p53 protein was verified by SPR. p53 aptazyme and gene circuits were chemically synthesized. The function of the gene circuit was detected by cell proliferation assay, apoptosis assay and Western blot. The nude mouse transplantation tumor experiment was used to evaluate the inhibitory effect of gene circuits on tumor cells in vivo. Results: The results of the SPR experiment showed that the p53 aptamer RNA sequence had a robust binding effect with p53 protein. The p53 aptazyme could efficiently sense wild-type p53 protein and initiate self-cleavage in cells. The Cre-p53 aptazyme gene circuit and dCas9-VP64/sgRNA mediated gene circuit designed based on p53 aptazyme significantly inhibited the growth and promoted the apoptosis of wild-type p53-deficient cancer cells in vitro. In addition, the gene circuits also had a significant inhibitory effect on tumors in vivo. Conclusion: The study developed a novel and efficient ribozyme switch for p53-specific recognition and provided a modular strategy for aptazyme binding to cellular proteins. In addition, the p53 aptazyme successfully inhibited tumor growth through a combined application with other synthetic biological tools, providing a new perspective for cancer therapy.
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6
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Wrist A, Sun W, Summers RM. The Theophylline Aptamer: 25 Years as an Important Tool in Cellular Engineering Research. ACS Synth Biol 2020; 9:682-697. [PMID: 32142605 DOI: 10.1021/acssynbio.9b00475] [Citation(s) in RCA: 32] [Impact Index Per Article: 6.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/18/2022]
Abstract
The theophylline aptamer was isolated from an oligonucleotide library in 1994. Since that time, the aptamer has found wide utility, particularly in synthetic biology, cellular engineering, and diagnostic applications. The primary application of the theophylline aptamer is in the construction and characterization of synthetic riboswitches for regulation of gene expression. These riboswitches have been used to control cellular motility, regulate carbon metabolism, construct logic gates, screen for mutant enzymes, and control apoptosis. Other applications of the theophylline aptamer in cellular engineering include regulation of RNA interference and genome editing through CRISPR systems. Here we describe the uses of the theophylline aptamer for cellular engineering over the past 25 years. In so doing, we also highlight important synthetic biology applications to control gene expression in a ligand-dependent manner.
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Affiliation(s)
- Alexandra Wrist
- Department of Chemical and Biological Engineering, The University of Alabama, Tuscaloosa, Alabama 35487, United States
| | - Wanqi Sun
- Department of Chemical and Biological Engineering, The University of Alabama, Tuscaloosa, Alabama 35487, United States
| | - Ryan M. Summers
- Department of Chemical and Biological Engineering, The University of Alabama, Tuscaloosa, Alabama 35487, United States
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7
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Ho P, Chen YY. Synthetic Biology in Immunotherapy and Stem Cell Therapy Engineering. Synth Biol (Oxf) 2018. [DOI: 10.1002/9783527688104.ch17] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/06/2022] Open
Affiliation(s)
- Patrick Ho
- University of California; Department of Chemical and Biomolecular Engineering; 420 Westwood Plaza, Boelter Hall 5532, Los Angeles CA 90095 USA
| | - Yvonne Y. Chen
- University of California; Department of Chemical and Biomolecular Engineering; 420 Westwood Plaza, Boelter Hall 5532, Los Angeles CA 90095 USA
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8
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Kim CM, Smolke CD. Biomedical applications of RNA-based devices. CURRENT OPINION IN BIOMEDICAL ENGINEERING 2017; 4:106-115. [DOI: 10.1016/j.cobme.2017.10.005] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/07/2023]
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9
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Hallberg ZF, Su Y, Kitto RZ, Hammond MC. Engineering and In Vivo Applications of Riboswitches. Annu Rev Biochem 2017; 86:515-539. [PMID: 28375743 DOI: 10.1146/annurev-biochem-060815-014628] [Citation(s) in RCA: 104] [Impact Index Per Article: 13.0] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
Abstract
Riboswitches are common gene regulatory units mostly found in bacteria that are capable of altering gene expression in response to a small molecule. These structured RNA elements consist of two modular subunits: an aptamer domain that binds with high specificity and affinity to a target ligand and an expression platform that transduces ligand binding to a gene expression output. Significant progress has been made in engineering novel aptamer domains for new small molecule inducers of gene expression. Modified expression platforms have also been optimized to function when fused with both natural and synthetic aptamer domains. As this field expands, the use of these privileged scaffolds has permitted the development of tools such as RNA-based fluorescent biosensors. In this review, we summarize the methods that have been developed to engineer new riboswitches and highlight applications of natural and synthetic riboswitches in enzyme and strain engineering, in controlling gene expression and cellular physiology, and in real-time imaging of cellular metabolites and signals.
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Affiliation(s)
- Zachary F Hallberg
- Department of Chemistry, University of California, Berkeley, California 94720;
| | - Yichi Su
- Department of Chemistry, University of California, Berkeley, California 94720;
| | - Rebekah Z Kitto
- Department of Chemistry, University of California, Berkeley, California 94720;
| | - Ming C Hammond
- Department of Chemistry, University of California, Berkeley, California 94720; .,Department of Molecular and Cell Biology, University of California, Berkeley, California 94720
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10
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Design and Construction of Generalizable RNA-Protein Hybrid Controllers by Level-Matched Genetic Signal Amplification. Cell Syst 2016; 3:549-562.e7. [PMID: 27840078 DOI: 10.1016/j.cels.2016.10.008] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/12/2015] [Revised: 05/21/2016] [Accepted: 10/10/2016] [Indexed: 12/30/2022]
Abstract
For synthetic biology applications, protein-based transcriptional genetic controllers are limited in terms of orthogonality, modularity, and portability. Although ribozyme-based switches can address these issues, their current two-stage architectures and limited dynamic range hinder their broader incorporation into systems-level genetic controllers. Here, we address these challenges by implementing an RNA-protein hybrid controller with a three-stage architecture that introduces a transcription-based amplifier between an RNA sensor and a protein actuator. To facilitate the construction of these more complex circuits, we use a model-guided strategy to efficiently match the activities of stages. The presence of the amplifier enabled the three-stage controller to have up to 200-fold higher gene expression than its two-stage counterpart and made it possible to implement higher-order controllers, such as multilayer Boolean logic and feedback systems. The modularity inherent in the three-stage architecture along with the sensing flexibility of RNA devices presents a generalizable framework for designing and building sophisticated genetic control systems.
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11
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Zhong G, Wang H, Bailey CC, Gao G, Farzan M. Rational design of aptazyme riboswitches for efficient control of gene expression in mammalian cells. eLife 2016; 5. [PMID: 27805569 PMCID: PMC5130294 DOI: 10.7554/elife.18858] [Citation(s) in RCA: 76] [Impact Index Per Article: 8.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/15/2016] [Accepted: 11/01/2016] [Indexed: 12/21/2022] Open
Abstract
Efforts to control mammalian gene expression with ligand-responsive riboswitches have been hindered by lack of a general method for generating efficient switches in mammalian systems. Here we describe a rational-design approach that enables rapid development of efficient cis-acting aptazyme riboswitches. We identified communication-module characteristics associated with aptazyme functionality through analysis of a 32-aptazyme test panel. We then developed a scoring system that predicts an aptazymes’s activity by integrating three characteristics of communication-module bases: hydrogen bonding, base stacking, and distance to the enzymatic core. We validated the power and generality of this approach by designing aptazymes responsive to three distinct ligands, each with markedly wider dynamic ranges than any previously reported. These aptayzmes efficiently regulated adeno-associated virus (AAV)-vectored transgene expression in cultured mammalian cells and mice, highlighting one application of these broadly usable regulatory switches. Our approach enables efficient, protein-independent control of gene expression by a range of small molecules. DOI:http://dx.doi.org/10.7554/eLife.18858.001
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Affiliation(s)
- Guocai Zhong
- Department of Immunology and Microbial Sciences, The Scripps Research Institute, Jupiter, United States
| | - Haimin Wang
- Department of Immunology and Microbial Sciences, The Scripps Research Institute, Jupiter, United States
| | - Charles C Bailey
- Department of Molecular and Comparative Pathology, Johns Hopkins School of Medicine, Baltimore, United States
| | - Guangping Gao
- Gene Therapy Center, University of Massachusetts Medical School, Worcester, United States
| | - Michael Farzan
- Department of Immunology and Microbial Sciences, The Scripps Research Institute, Jupiter, United States
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12
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Müller S, Appel B, Balke D, Hieronymus R, Nübel C. Thirty-five years of research into ribozymes and nucleic acid catalysis: where do we stand today? F1000Res 2016; 5. [PMID: 27408700 PMCID: PMC4926735 DOI: 10.12688/f1000research.8601.1] [Citation(s) in RCA: 30] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 06/21/2016] [Indexed: 12/28/2022] Open
Abstract
Since the discovery of the first catalytic RNA in 1981, the field of ribozyme research has developed from the discovery of catalytic RNA motifs in nature and the elucidation of their structures and catalytic mechanisms, into a field of engineering and design towards application in diagnostics, molecular biology and medicine. Owing to the development of powerful protocols for selection of nucleic acid catalysts with a desired functionality from random libraries, the spectrum of nucleic acid supported reactions has greatly enlarged, and importantly, ribozymes have been accompanied by DNAzymes. Current areas of research are the engineering of allosteric ribozymes for artificial regulation of gene expression, the design of ribozymes and DNAzymes for medicinal and environmental diagnostics, and the demonstration of RNA world relevant ribozyme activities. In addition, new catalytic motifs or novel genomic locations of known motifs continue to be discovered in all branches of life by the help of high-throughput bioinformatic approaches. Understanding the biological role of the catalytic RNA motifs widely distributed in diverse genetic contexts belongs to the big challenges of future RNA research.
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Affiliation(s)
- Sabine Müller
- Institute of Biochemistry, Ernst-Moritz-Arndt University Greifswald, Greifswald, Germany
| | - Bettina Appel
- Institute of Biochemistry, Ernst-Moritz-Arndt University Greifswald, Greifswald, Germany
| | - Darko Balke
- Institute of Biochemistry, Ernst-Moritz-Arndt University Greifswald, Greifswald, Germany
| | - Robert Hieronymus
- Institute of Biochemistry, Ernst-Moritz-Arndt University Greifswald, Greifswald, Germany
| | - Claudia Nübel
- Institute of Biochemistry, Ernst-Moritz-Arndt University Greifswald, Greifswald, Germany
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13
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Brown AJ, James DC. Precision control of recombinant gene transcription for CHO cell synthetic biology. Biotechnol Adv 2015; 34:492-503. [PMID: 26721629 DOI: 10.1016/j.biotechadv.2015.12.012] [Citation(s) in RCA: 21] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/05/2015] [Revised: 12/11/2015] [Accepted: 12/22/2015] [Indexed: 11/30/2022]
Abstract
The next generation of mammalian cell factories for biopharmaceutical production will be genetically engineered to possess both generic and product-specific manufacturing capabilities that may not exist naturally. Introduction of entirely new combinations of synthetic functions (e.g. novel metabolic or stress-response pathways), and retro-engineering of existing functional cell modules will drive disruptive change in cellular manufacturing performance. However, before we can apply the core concepts underpinning synthetic biology (design, build, test) to CHO cell engineering we must first develop practical and robust enabling technologies. Fundamentally, we will require the ability to precisely control the relative stoichiometry of numerous functional components we simultaneously introduce into the host cell factory. In this review we discuss how this can be achieved by design of engineered promoters that enable concerted control of recombinant gene transcription. We describe the specific mechanisms of transcriptional regulation that affect promoter function during bioproduction processes, and detail the highly-specific promoter design criteria that are required in the context of CHO cell engineering. The relative applicability of diverse promoter development strategies are discussed, including re-engineering of natural sequences, design of synthetic transcription factor-based systems, and construction of synthetic promoters. This review highlights the potential of promoter engineering to achieve precision transcriptional control for CHO cell synthetic biology.
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Affiliation(s)
- Adam J Brown
- Department of Chemical and Biological Engineering, University of Sheffield, Sheffield S1 3JD, England, United Kingdom
| | - David C James
- Department of Chemical and Biological Engineering, University of Sheffield, Sheffield S1 3JD, England, United Kingdom.
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14
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McKeague M, Wang YH, Smolke CD. In Vitro Screening and in Silico Modeling of RNA-Based Gene Expression Control. ACS Chem Biol 2015; 10:2463-2467. [PMID: 26359915 DOI: 10.1021/acschembio.5b00518] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/16/2022]
Abstract
Molecular tools for controlling gene expression are essential for manipulating biological systems. One class of tools includes RNA switches that incorporate RNA-based sensors, known as aptamers. However, most switches reported to date are responsive to toxic molecules or to endogenous metabolites. For effective conditional control, switches must incorporate RNA aptamers that exhibit selectivity against such endogenous metabolites. We report a systematic approach which combines a rapid in vitro assay and an in silico model to support an efficient, streamlined application of aptamers into RNA switches. Model predictions were validated in vivo and demonstrate that the RNA switches enable selective and programmable gene regulation. We demonstrate the method using aptamers that bind the FDA-approved small molecule (6R)-folinic acid, providing access to new molecular targets for gene expression control and much-needed clinically relevant tools for advancing RNA-based therapeutics.
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Affiliation(s)
- Maureen McKeague
- Department of Bioengineering, Stanford University, 443 Via Ortega,
MC 4245, Stanford, California 94305, United States
| | - Yen-Hsiang Wang
- Department of Bioengineering, Stanford University, 443 Via Ortega,
MC 4245, Stanford, California 94305, United States
| | - Christina D. Smolke
- Department of Bioengineering, Stanford University, 443 Via Ortega,
MC 4245, Stanford, California 94305, United States
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15
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Wei KY, Smolke CD. Engineering dynamic cell cycle control with synthetic small molecule-responsive RNA devices. J Biol Eng 2015; 9:21. [PMID: 26594238 PMCID: PMC4654890 DOI: 10.1186/s13036-015-0019-7] [Citation(s) in RCA: 19] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/13/2015] [Accepted: 10/27/2015] [Indexed: 01/08/2023] Open
Abstract
Background The cell cycle plays a key role in human health and disease, including development and cancer. The ability to easily and reversibly control the mammalian cell cycle could mean improved cellular reprogramming, better tools for studying cancer, more efficient gene therapy, and improved heterologous protein production for medical or industrial applications. Results We engineered RNA-based control devices to provide specific and modular control of gene expression in response to exogenous inputs in living cells. Specifically, we identified key regulatory nodes that arrest U2-OS cells in the G0/1 or G2/M phases of the cycle. We then optimized the most promising key regulators and showed that, when these optimized regulators are placed under the control of a ribozyme switch, we can inducibly and reversibly arrest up to ~80 % of a cellular population in a chosen phase of the cell cycle. Characterization of the reliability of the final cell cycle controllers revealed that the G0/1 control device functions reproducibly over multiple experiments over several weeks. Conclusions To our knowledge, this is the first time synthetic RNA devices have been used to control the mammalian cell cycle. This RNA platform represents a general class of synthetic biology tools for modular, dynamic, and multi-output control over mammalian cells. Electronic supplementary material The online version of this article (doi:10.1186/s13036-015-0019-7) contains supplementary material, which is available to authorized users.
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Affiliation(s)
- Kathy Y Wei
- Department of Bioengineering, Stanford University, 443 Via Ortega, MC 4245, Stanford, CA 94305 USA
| | - Christina D Smolke
- Department of Bioengineering, Stanford University, 443 Via Ortega, MC 4245, Stanford, CA 94305 USA
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Townshend B, Kennedy AB, Xiang JS, Smolke CD. High-throughput cellular RNA device engineering. Nat Methods 2015; 12:989-94. [PMID: 26258292 PMCID: PMC4589471 DOI: 10.1038/nmeth.3486] [Citation(s) in RCA: 82] [Impact Index Per Article: 8.2] [Reference Citation Analysis] [Abstract] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/23/2014] [Accepted: 06/08/2015] [Indexed: 12/15/2022]
Abstract
Methods for rapidly assessing sequence-structure-function landscapes and developing conditional gene-regulatory devices are critical to our ability to manipulate and interface with biology. We describe a framework for engineering RNA devices from preexisting aptamers that exhibit ligand-responsive ribozyme tertiary interactions. Our methodology utilizes cell sorting, high-throughput sequencing, and statistical data analyses to enable parallel measurements of the activities of hundreds of thousands of sequences from RNA device libraries in the absence and presence of ligands. Our tertiary interaction RNA devices exhibit improved performance in terms of gene silencing, activation ratio, and ligand sensitivity as compared to optimized RNA devices that rely on secondary structure changes. We apply our method to building biosensors for diverse ligands and determine consensus sequences that enable ligand-responsive tertiary interactions. These methods advance our ability to develop broadly applicable genetic tools and to elucidate understanding of the underlying sequence-structure-function relationships that empower rational design of complex biomolecules.
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Affiliation(s)
- Brent Townshend
- Department of Bioengineering, Stanford University, Stanford, California, USA
| | - Andrew B Kennedy
- Department of Bioengineering, Stanford University, Stanford, California, USA
| | - Joy S Xiang
- Department of Bioengineering, Stanford University, Stanford, California, USA
| | - Christina D Smolke
- Department of Bioengineering, Stanford University, Stanford, California, USA
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17
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Bloom RJ, Winkler SM, Smolke CD. Synthetic feedback control using an RNAi-based gene-regulatory device. J Biol Eng 2015; 9:5. [PMID: 25897323 PMCID: PMC4403951 DOI: 10.1186/s13036-015-0002-3] [Citation(s) in RCA: 34] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/10/2014] [Accepted: 03/20/2015] [Indexed: 11/21/2022] Open
Abstract
Background Homeostasis within mammalian cells is achieved through complex molecular networks that can respond to changes within the cell or the environment and regulate the expression of the appropriate genes in response. The development of biological components that can respond to changes in the cellular environment and interface with endogenous molecules would enable more sophisticated genetic circuits and greatly advance our cellular engineering capabilities. Results Here we describe a platform that combines a ligand-responsive ribozyme switch and synthetic miRNA regulators to create an OFF genetic control device based on RNA interference (RNAi). We developed a mathematical model to highlight important design parameters in programming the quantitative performance of RNAi-based OFF control devices. By modifying the ribozyme switch integrated into the system, we demonstrated RNAi-based OFF control devices that respond to small molecule and protein ligands, including the oncogenic protein E2F1. We utilized the OFF control device platform to build a negative feedback control system that acts as a proportional controller and maintains target intracellular protein levels in response to increases in transcription rate. Conclusions Our work describes a novel genetic device that increases the level of silencing from a miRNA in the presence of a ligand of interest, effectively creating an RNAi-based OFF control device. The OFF switch platform has the flexibility to be used to respond to both small molecule and protein ligands. Finally, the RNAi-based OFF switch can be used to implement a negative feedback control system, which maintains target protein levels around a set point level. The described RNAi-based OFF control device presents a powerful tool that will enable researchers to engineer homeostasis in mammalian cells. Electronic supplementary material The online version of this article (doi:10.1186/s13036-015-0002-3) contains supplementary material, which is available to authorized users.
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Affiliation(s)
- Ryan J Bloom
- Department of Bioengineering, Stanford University, 443 Via Ortega, MC 4245, Stanford, CA 94305 USA
| | - Sally M Winkler
- Department of Bioengineering, Stanford University, 443 Via Ortega, MC 4245, Stanford, CA 94305 USA
| | - Christina D Smolke
- Department of Bioengineering, Stanford University, 443 Via Ortega, MC 4245, Stanford, CA 94305 USA
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18
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Kennedy AB, Vowles JV, d'Espaux L, Smolke CD. Protein-responsive ribozyme switches in eukaryotic cells. Nucleic Acids Res 2014; 42:12306-21. [PMID: 25274734 PMCID: PMC4231745 DOI: 10.1093/nar/gku875] [Citation(s) in RCA: 40] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/14/2022] Open
Abstract
Genetic devices that directly detect and respond to intracellular concentrations of proteins are important synthetic biology tools, supporting the design of biological systems that target, respond to or alter specific cellular states. Here, we develop ribozyme-based devices that respond to protein ligands in two eukaryotic hosts, yeast and mammalian cells, to regulate the expression of a gene of interest. Our devices allow for both gene-ON and gene-OFF response upon sensing the protein ligand. As part of our design process, we describe an in vitro characterization pipeline for prescreening device designs to identify promising candidates for in vivo testing. The in vivo gene-regulatory activities in the two types of eukaryotic cells correlate with in vitro cleavage activities determined at different physiologically relevant magnesium concentrations. Finally, localization studies with the ligand demonstrate that ribozyme switches respond to ligands present in the nucleus and/or cytoplasm, providing new insight into their mechanism of action. By extending the sensing capabilities of this important class of gene-regulatory device, our work supports the implementation of ribozyme-based devices in applications requiring the detection of protein biomarkers.
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Affiliation(s)
- Andrew B Kennedy
- Department of Bioengineering, 443 Via Ortega, MC 4245 Stanford University, Stanford, CA 94305, USA
| | - James V Vowles
- Division of Chemistry and Chemical Engineering, 1200 E. California Boulevard, MC 210-41, California Institute of Technology, Pasadena, CA 91125, USA
| | - Leo d'Espaux
- Division of Chemistry and Chemical Engineering, 1200 E. California Boulevard, MC 210-41, California Institute of Technology, Pasadena, CA 91125, USA
| | - Christina D Smolke
- Department of Bioengineering, 443 Via Ortega, MC 4245 Stanford University, Stanford, CA 94305, USA
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19
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A quantitative framework for the forward design of synthetic miRNA circuits. Nat Methods 2014; 11:1147-53. [PMID: 25218181 DOI: 10.1038/nmeth.3100] [Citation(s) in RCA: 32] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/31/2014] [Accepted: 07/30/2014] [Indexed: 11/08/2022]
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.
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20
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Smith MT, Wilding KM, Hunt JM, Bennett AM, Bundy BC. The emerging age of cell-free synthetic biology. FEBS Lett 2014; 588:2755-61. [PMID: 24931378 DOI: 10.1016/j.febslet.2014.05.062] [Citation(s) in RCA: 73] [Impact Index Per Article: 6.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/01/2014] [Revised: 05/29/2014] [Accepted: 05/30/2014] [Indexed: 01/16/2023]
Abstract
The engineering of and mastery over biological parts has catalyzed the emergence of synthetic biology. This field has grown exponentially in the past decade. As increasingly more applications of synthetic biology are pursued, more challenges are encountered, such as delivering genetic material into cells and optimizing genetic circuits in vivo. An in vitro or cell-free approach to synthetic biology simplifies and avoids many of the pitfalls of in vivo synthetic biology. In this review, we describe some of the innate features that make cell-free systems compelling platforms for synthetic biology and discuss emerging improvements of cell-free technologies. We also select and highlight recent and emerging applications of cell-free synthetic biology.
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Affiliation(s)
- Mark Thomas Smith
- Department of Chemical Engineering, Brigham Young University, Provo, UT, USA
| | - Kristen M Wilding
- Department of Chemical Engineering, Brigham Young University, Provo, UT, USA
| | - Jeremy M Hunt
- Department of Chemical Engineering, Brigham Young University, Provo, UT, USA
| | - Anthony M Bennett
- Department of Chemical Engineering, Brigham Young University, Provo, UT, USA
| | - Bradley C Bundy
- Department of Chemical Engineering, Brigham Young University, Provo, UT, USA.
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21
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Way JC, Collins JJ, Keasling JD, Silver PA. Integrating biological redesign: where synthetic biology came from and where it needs to go. Cell 2014; 157:151-61. [PMID: 24679533 DOI: 10.1016/j.cell.2014.02.039] [Citation(s) in RCA: 157] [Impact Index Per Article: 14.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/05/2013] [Revised: 12/26/2013] [Accepted: 02/19/2014] [Indexed: 01/17/2023]
Abstract
Synthetic biology seeks to extend approaches from engineering and computation to redesign of biology, with goals such as generating new chemicals, improving human health, and addressing environmental issues. Early on, several guiding principles of synthetic biology were articulated, including design according to specification, separation of design from fabrication, use of standardized biological parts and organisms, and abstraction. We review the utility of these principles over the past decade in light of the field's accomplishments in building complex systems based on microbial transcription and metabolism and describe the progress in mammalian cell engineering.
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Affiliation(s)
- Jeffrey C Way
- Wyss Institute for Biologically Inspired Engineering, Harvard University, Boston, MA 02115, USA
| | - James J Collins
- Wyss Institute for Biologically Inspired Engineering, Harvard University, Boston, MA 02115, USA; Howard Hughes Medical Institute, Department of Biomedical Engineering and Center of Synthetic Biology, Boston University, Boston, MA 02115, USA
| | - Jay D Keasling
- Department of Chemical and Biomolecular Engineering, Department of Bioengineering, University of California, Berkeley, Berkeley, CA 94720, USA; Physical Biosciences Division, Lawrence Berkeley National Laboratory, Berkeley, CA 94720, USA; Joint Bioenergy Institute, Emeryville, CA 94608, USA; Synthetic Biology Engineering Research Center (SynBERC), University of California, Berkeley, Berkeley, CA 94720, USA
| | - Pamela A Silver
- Wyss Institute for Biologically Inspired Engineering, Harvard University, Boston, MA 02115, USA; Department of Systems Biology, Harvard Medical School, Boston, MA 02115, USA; Synthetic Biology Engineering Research Center (SynBERC), University of California, Berkeley, Berkeley, CA 94720, USA.
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22
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Arkin AP. A wise consistency: engineering biology for conformity, reliability, predictability. Curr Opin Chem Biol 2013; 17:893-901. [PMID: 24268562 DOI: 10.1016/j.cbpa.2013.09.012] [Citation(s) in RCA: 40] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/09/2013] [Accepted: 09/18/2013] [Indexed: 10/26/2022]
Abstract
The next generation of synthetic biology applications will increasingly involve engineered organisms that exist in intimate contact with humans, animals and the rest of the environment. Examples include cellular and viral approaches for maintaining and improving health in humans and animals. The need for reliable and specific function in these environments may require more complex system designs than previously. In these cases the uncertainties in the behavior of biological building blocks, their hosts and their environments present a challenge for design of predictable and safe systems. Here, we review systematic methods for the effective characterization of these uncertainties that are lowering the barriers to predictive design of reliable complex biological systems.
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Affiliation(s)
- Adam Paul Arkin
- Department of Bioengineering, University of California, 2151 Berkeley Way, Berkeley, CA 94704-5230, United States; Physical Biosciences Division, E. O. Lawrence Berkeley National Laboratory, 1 Cyclotron Road, Mailstop 955-512L, Berkeley, CA 94720, United States.
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23
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Wang YH, Wei KY, Smolke CD. Synthetic biology: advancing the design of diverse genetic systems. Annu Rev Chem Biomol Eng 2013; 4:69-102. [PMID: 23413816 DOI: 10.1146/annurev-chembioeng-061312-103351] [Citation(s) in RCA: 104] [Impact Index Per Article: 8.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/25/2022]
Abstract
A major objective of synthetic biology is to make the process of designing genetically encoded biological systems more systematic, predictable, robust, scalable, and efficient. Examples of genetic systems in the field vary widely in terms of operating hosts, compositional approaches, and network complexity, ranging from simple genetic switches to search-and-destroy systems. While significant advances in DNA synthesis capabilities support the construction of pathway- and genome-scale programs, several design challenges currently restrict the scale of systems that can be reasonably designed and implemented. Thus, while synthetic biology offers much promise in developing systems to address challenges faced in the fields of manufacturing, environment and sustainability, and health and medicine, the realization of this potential is currently limited by the diversity of available parts and effective design frameworks. As researchers make progress in bridging this design gap, advances in the field hint at ever more diverse applications for biological systems.
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Affiliation(s)
- Yen-Hsiang Wang
- Department of Bioengineering, Stanford University, Stanford, CA, USA.
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