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Chan DC, Winter L, Bjerg J, Krsmanovic S, Baldwin GS, Bernstein HC. Fine-Tuning Genetic Circuits via Host Context and RBS Modulation. ACS Synth Biol 2025; 14:193-205. [PMID: 39754601 PMCID: PMC11744933 DOI: 10.1021/acssynbio.4c00551] [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: 08/13/2024] [Revised: 11/19/2024] [Accepted: 12/16/2024] [Indexed: 01/06/2025]
Abstract
The choice of organism to host a genetic circuit, the chassis, is often defaulted to model organisms due to their amenability. The chassis-design space has therefore remained underexplored as an engineering variable. In this work, we explored the design space of a genetic toggle switch through variations in nine ribosome binding site compositions and three host contexts, creating 27 circuit variants. Characterization of performance metrics in terms of toggle switch output and host growth dynamics unveils a spectrum of performance profiles from our circuit library. We find that changes in host context cause large shifts in overall performance, while modulating ribosome binding sites leads to more incremental changes. We find that a combined ribosome binding site and host context modulation approach can be used to fine-tune the properties of a toggle switch according to user-defined specifications, such as toward greater signaling strength, inducer sensitivity, or both. Other auxiliary properties, such as inducer tolerance, are also exclusively accessed through changes in the host context. We demonstrate here that exploration of the chassis-design space can offer significant value, reconceptualizing the chassis organism as an important part in the synthetic biologist's toolbox with important implications for the field of synthetic biology.
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Affiliation(s)
- Dennis
Tin Chat Chan
- Faculty
of Biosciences, Fisheries and Economics, UiT—The Arctic University of Norway, 9019 Tromsø, Norway
| | - Lena Winter
- Faculty
of Biosciences, Fisheries and Economics, UiT—The Arctic University of Norway, 9019 Tromsø, Norway
| | - Johan Bjerg
- Faculty
of Biosciences, Fisheries and Economics, UiT—The Arctic University of Norway, 9019 Tromsø, Norway
| | - Stina Krsmanovic
- Faculty
of Biosciences, Fisheries and Economics, UiT—The Arctic University of Norway, 9019 Tromsø, Norway
| | - Geoff S. Baldwin
- Department
of Life Sciences, Imperial College London, South Kensington, London SW7 2AZ, U.K.
- Imperial
College Centre for Synthetic Biology, Imperial
College London, South
Kensington, London SW7
2AZ, U.K.
| | - Hans C. Bernstein
- Faculty
of Biosciences, Fisheries and Economics, UiT—The Arctic University of Norway, 9019 Tromsø, Norway
- The
Arctic Centre for Sustainable Energy, UiT—The
Arctic University of Norway, 9019 Tromsø, Norway
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2
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Kaczmarczyk A, van Vliet S, Jakob RP, Teixeira RD, Scheidat I, Reinders A, Klotz A, Maier T, Jenal U. A genetically encoded biosensor to monitor dynamic changes of c-di-GMP with high temporal resolution. Nat Commun 2024; 15:3920. [PMID: 38724508 PMCID: PMC11082216 DOI: 10.1038/s41467-024-48295-0] [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: 01/18/2024] [Accepted: 04/26/2024] [Indexed: 05/12/2024] Open
Abstract
Monitoring changes of signaling molecules and metabolites with high temporal resolution is key to understanding dynamic biological systems. Here, we use directed evolution to develop a genetically encoded ratiometric biosensor for c-di-GMP, a ubiquitous bacterial second messenger regulating important biological processes like motility, surface attachment, virulence and persistence. The resulting biosensor, cdGreen2, faithfully tracks c-di-GMP in single cells and with high temporal resolution over extended imaging times, making it possible to resolve regulatory networks driving bimodal developmental programs in different bacterial model organisms. We further adopt cdGreen2 as a simple tool for in vitro studies, facilitating high-throughput screens for compounds interfering with c-di-GMP signaling and biofilm formation. The sensitivity and versatility of cdGreen2 could help reveal c-di-GMP dynamics in a broad range of microorganisms with high temporal resolution. Its design principles could also serve as a blueprint for the development of similar, orthogonal biosensors for other signaling molecules, metabolites and antibiotics.
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Affiliation(s)
- Andreas Kaczmarczyk
- Biozentrum, University of Basel, Spitalstrasse 41, 4056, Basel, Switzerland.
| | - Simon van Vliet
- Biozentrum, University of Basel, Spitalstrasse 41, 4056, Basel, Switzerland
| | - Roman Peter Jakob
- Biozentrum, University of Basel, Spitalstrasse 41, 4056, Basel, Switzerland
| | | | - Inga Scheidat
- Biozentrum, University of Basel, Spitalstrasse 41, 4056, Basel, Switzerland
| | - Alberto Reinders
- Biozentrum, University of Basel, Spitalstrasse 41, 4056, Basel, Switzerland
| | - Alexander Klotz
- Biozentrum, University of Basel, Spitalstrasse 41, 4056, Basel, Switzerland
| | - Timm Maier
- Biozentrum, University of Basel, Spitalstrasse 41, 4056, Basel, Switzerland
| | - Urs Jenal
- Biozentrum, University of Basel, Spitalstrasse 41, 4056, Basel, Switzerland.
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3
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Endotoxin-free gram-negative bacterium as a system for production and secretion of recombinant proteins. Appl Microbiol Biotechnol 2022; 107:287-298. [DOI: 10.1007/s00253-022-12295-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/31/2022] [Revised: 11/09/2022] [Accepted: 11/11/2022] [Indexed: 12/03/2022]
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Behle A, Saake P, Germann AT, Dienst D, Axmann IM. Comparative Dose-Response Analysis of Inducible Promoters in Cyanobacteria. ACS Synth Biol 2020; 9:843-855. [PMID: 32134640 DOI: 10.1021/acssynbio.9b00505] [Citation(s) in RCA: 30] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/01/2023]
Abstract
Design and implementation of synthetic biological circuits highly depends on well-characterized, robust promoters with predictable input-output responses. While great progress has been made with heterotrophic model organisms such as Escherichia coli, the available variety of tunable promoter parts for phototrophic cyanobacteria is still limited. Commonly used synthetic and semisynthetic promoters show weak dynamic ranges or no regulation at all in cyanobacterial models. Well-controlled alternatives such as native metal-responsive promoters, however, pose the problems of inducer toxicity and lacking orthogonality. Here, we present the comparative assessment of dose-response functions of four different inducible promoter systems in the model cyanobacterium Synechocystis sp. PCC 6803. Using the novel bimodular reporter plasmid pSHDY, dose-response dynamics of the re-established vanillate-inducible promoter PvanCC was compared to the previously described rhamnose-inducible Prha, the anhydrotetracycline-inducible PL03, and the Co2+-inducible PcoaT. We estimate individual advantages and disadvantages regarding dynamic range and strength of each promoter, also in comparison with well-established constitutive systems. We observed a delicate balance between transcription factor toxicity and sufficient expression to obtain a dose-dependent response to the inducer. In summary, we expand the current understanding and employability of inducible promoters in cyanobacteria, facilitating the scalability and robustness of synthetic regulatory network designs and of complex metabolic pathway engineering strategies.
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Affiliation(s)
- Anna Behle
- Institute for Synthetic Microbiology, Heinrich Heine University Duesseldorf, 40225 Duesseldorf, Germany
| | - Pia Saake
- Institute for Synthetic Microbiology, Heinrich Heine University Duesseldorf, 40225 Duesseldorf, Germany
| | - Anna T. Germann
- Institute for Synthetic Microbiology, Heinrich Heine University Duesseldorf, 40225 Duesseldorf, Germany
| | - Dennis Dienst
- Department of Chemistry − Ångström, Uppsala University, 75120 Uppsala, Sweden
| | - Ilka M. Axmann
- Institute for Synthetic Microbiology, Heinrich Heine University Duesseldorf, 40225 Duesseldorf, Germany
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5
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Gottschlich L, Geiser P, Bortfeld-Miller M, Field CM, Vorholt JA. Complex general stress response regulation in Sphingomonas melonis Fr1 revealed by transcriptional analyses. Sci Rep 2019; 9:9404. [PMID: 31253827 PMCID: PMC6599016 DOI: 10.1038/s41598-019-45788-7] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/18/2019] [Accepted: 06/12/2019] [Indexed: 01/31/2023] Open
Abstract
The general stress response (GSR) represents an important trait to survive in the environment by leading to multiple stress resistance. In alphaproteobacteria, the GSR is under the transcriptional control of the alternative sigma factor EcfG. Here we performed transcriptome analyses to investigate the genes controlled by EcfG of Sphingomonas melonis Fr1 and the plasticity of this regulation under stress conditions. We found that EcfG regulates genes for proteins that are typically associated with stress responses. Moreover, EcfG controls regulatory proteins, which likely fine-tune the GSR. Among these, we identified a novel negative GSR feedback regulator, termed NepR2, on the basis of gene reporter assays, phenotypic analyses, and biochemical assays. Transcriptional profiling of signaling components upstream of EcfG under complex stress conditions showed an overall congruence with EcfG-regulated genes. Interestingly however, we found that the GSR is transcriptionally linked to the regulation of motility and biofilm formation via the single domain response regulator SdrG and GSR-activating histidine kinases. Altogether, our findings indicate that the GSR in S. melonis Fr1 underlies a complex regulation to optimize resource allocation and resilience in stressful and changing environments.
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Affiliation(s)
- Lisa Gottschlich
- Institute of Microbiology, Department of Biology, ETH Zurich, Vladimir-Prelog-Weg 1-5/10, 8093, Zurich, Switzerland
| | - Petra Geiser
- Institute of Microbiology, Department of Biology, ETH Zurich, Vladimir-Prelog-Weg 1-5/10, 8093, Zurich, Switzerland
| | - Miriam Bortfeld-Miller
- Institute of Microbiology, Department of Biology, ETH Zurich, Vladimir-Prelog-Weg 1-5/10, 8093, Zurich, Switzerland
| | - Christopher M Field
- Institute of Microbiology, Department of Biology, ETH Zurich, Vladimir-Prelog-Weg 1-5/10, 8093, Zurich, Switzerland
| | - Julia A Vorholt
- Institute of Microbiology, Department of Biology, ETH Zurich, Vladimir-Prelog-Weg 1-5/10, 8093, Zurich, Switzerland.
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Kodani S, Hemmi H, Miyake Y, Kaweewan I, Nakagawa H. Heterologous production of a new lasso peptide brevunsin in Sphingomonas subterranea. ACTA ACUST UNITED AC 2018; 45:983-992. [DOI: 10.1007/s10295-018-2077-6] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/16/2018] [Accepted: 08/30/2018] [Indexed: 11/29/2022]
Abstract
Abstract
A shuttle vector pHSG396Sp was constructed to perform gene expression using Sphingomonas subterranea as a host. A new lasso peptide biosynthetic gene cluster, derived from Brevundimonas diminuta, was amplified by PCR and integrated to afford a expression vector pHSG396Sp-12697L. The new lasso peptide brevunsin was successfully produced by S. subterranea, harboring the expression vector, with a high production yield (10.2 mg from 1 L culture). The chemical structure of brevunsin was established by NMR and MS/MS experiments. Based on the information obtained from the NOE experiment, the three-dimensional structure of brevunsin was determined, which indicated that brevunsin possessed a typical lasso structure. This expression vector system provides a new heterologous production method for unexplored lasso peptides that are encoded by bacterial genomes.
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Affiliation(s)
- Shinya Kodani
- College of Agriculture Academic Institute, Shizuoka University 836 Ohya, Suruga-ku 422-8529 Shizuoka Japan
- 0000 0001 0656 4913 grid.263536.7 Graduate School of Integrated Science and Technology Shizuoka University 422-8529 Shizuoka Japan
- 0000 0001 0656 4913 grid.263536.7 Graduate School of Science and Technology Shizuoka University 422-8529 Shizuoka Japan
| | - Hikaru Hemmi
- 0000 0001 2222 0432 grid.416835.d Food Research Institute, National Agriculture and Food Research Organization (NARO) 305-8642 Ibaraki Japan
| | - Yuto Miyake
- 0000 0001 0656 4913 grid.263536.7 Graduate School of Integrated Science and Technology Shizuoka University 422-8529 Shizuoka Japan
| | - Issara Kaweewan
- 0000 0001 0656 4913 grid.263536.7 Graduate School of Science and Technology Shizuoka University 422-8529 Shizuoka Japan
| | - Hiroyuki Nakagawa
- 0000 0001 2222 0432 grid.416835.d Food Research Institute, National Agriculture and Food Research Organization (NARO) 305-8642 Ibaraki Japan
- 0000 0001 2222 0432 grid.416835.d Advanced Analysis Center National Agriculture and Food Research Organization (NARO) 305-8642 Ibaraki Japan
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Gottschlich L, Bortfeld-Miller M, Gäbelein C, Dintner S, Vorholt JA. Phosphorelay through the bifunctional phosphotransferase PhyT controls the general stress response in an alphaproteobacterium. PLoS Genet 2018; 14:e1007294. [PMID: 29652885 PMCID: PMC5898713 DOI: 10.1371/journal.pgen.1007294] [Citation(s) in RCA: 15] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/08/2017] [Accepted: 03/06/2018] [Indexed: 11/19/2022] Open
Abstract
Two-component systems constitute phosphotransfer signaling pathways and enable adaptation to environmental changes, an essential feature for bacterial survival. The general stress response (GSR) in the plant-protecting alphaproteobacterium Sphingomonas melonis Fr1 involves a two-component system consisting of multiple stress-sensing histidine kinases (Paks) and the response regulator PhyR; PhyR in turn regulates the alternative sigma factor EcfG, which controls expression of the GSR regulon. While Paks had been shown to phosphorylate PhyR in vitro, it remained unclear if and under which conditions direct phosphorylation happens in the cell, as Paks also phosphorylate the single domain response regulator SdrG, an essential yet enigmatic component of the GSR signaling pathway. Here, we analyze the role of SdrG and investigate an alternative function of the membrane-bound PhyP (here re-designated PhyT), previously assumed to act as a PhyR phosphatase. In vitro assays show that PhyT transfers a phosphoryl group from SdrG to PhyR via phosphoryl transfer on a conserved His residue. This finding, as well as complementary GSR reporter assays, indicate the participation of SdrG and PhyT in a Pak-SdrG-PhyT-PhyR phosphorelay. Furthermore, we demonstrate complex formation between PhyT and PhyR. This finding is substantiated by PhyT-dependent membrane association of PhyR in unstressed cells, while the response regulator is released from the membrane upon stress induction. Our data support a model in which PhyT sequesters PhyR, thereby favoring Pak-dependent phosphorylation of SdrG. In addition, PhyT assumes the role of the SdrG-phosphotransferase to activate PhyR. Our results place SdrG into the GSR signaling cascade and uncover a dual role of PhyT in the GSR.
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Affiliation(s)
| | | | | | | | - Julia A. Vorholt
- Institute of Microbiology, ETH Zurich, Zurich, Switzerland
- * E-mail:
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8
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Taton A, Ma AT, Ota M, Golden SS, Golden JW. NOT Gate Genetic Circuits to Control Gene Expression in Cyanobacteria. ACS Synth Biol 2017; 6:2175-2182. [PMID: 28803467 DOI: 10.1021/acssynbio.7b00203] [Citation(s) in RCA: 30] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Abstract
To downregulate gene expression in cyanobacteria, we constructed NOT gate genetic circuits using orthogonal promoters and their cognate repressors regulated translationally by synthetic riboswitches. Four NOT gates were tested and characterized in five cyanobacterial strains using fluorescent reporter-gene assays. In comparison to alternative systems used to downregulate gene expression in cyanobacteria, these NOT gates performed well, reducing YFP reporter expression by 4 to 50-fold. We further evaluated these NOT gates by controlling the expression of the ftsZ gene, which encodes a prokaryotic tubulin homologue that is required for cell division and is essential for Synechococcus elongatus PCC 7942. These NOT gates would facilitate cyanobacterial genetic engineering or the study of essential cellular processes.
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Affiliation(s)
- Arnaud Taton
- Division of Biological Sciences, University of California San Diego, 9500 Gilman Drive, La Jolla, California 92093, United States
| | - Amy T. Ma
- Division of Biological Sciences, University of California San Diego, 9500 Gilman Drive, La Jolla, California 92093, United States
| | - Mizuho Ota
- Division of Biological Sciences, University of California San Diego, 9500 Gilman Drive, La Jolla, California 92093, United States
| | - Susan S. Golden
- Division of Biological Sciences, University of California San Diego, 9500 Gilman Drive, La Jolla, California 92093, United States
| | - James W. Golden
- Division of Biological Sciences, University of California San Diego, 9500 Gilman Drive, La Jolla, California 92093, United States
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Two-tiered histidine kinase pathway involved in heat shock and salt sensing in the general stress response of Sphingomonas melonis Fr1. J Bacteriol 2015; 197:1466-77. [PMID: 25666137 DOI: 10.1128/jb.00019-15] [Citation(s) in RCA: 17] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/07/2023] Open
Abstract
UNLABELLED The general stress response (GSR) allows bacteria to monitor and defend against a broad set of unrelated, adverse environmental conditions. In Alphaproteobacteria, the key step in GSR activation is phosphorylation of the response regulator PhyR. In Sphingomonas melonis Fr1, seven PhyR-activating kinases (Paks), PakA to PakG, are thought to directly phosphorylate PhyR under different stress conditions, but the nature of the activating signals remains obscure. PakF, a major sensor of NaCl and heat shock, lacks a putative sensor domain but instead harbors a single receiver (REC) domain (PakFREC) N-terminal to its kinase catalytic core. Such kinases are called "hybrid response regulators" (HRRs). How HRRs are able to perceive signals in the absence of a true sensor domain has remained largely unexplored. In the present work, we show that stresses are actually sensed by another kinase, KipF (kinase of PakF), which phosphorylates PakFREC and thereby activates PakF. KipF is a predicted transmembrane kinase, harboring a periplasmic CHASE3 domain flanked by two transmembrane helices in addition to its cytoplasmic kinase catalytic core. We demonstrate that KipF senses different salts through its CHASE3 domain but is not a sensor of general osmotic stress. While salt sensing depends on the CHASE3 domain, heat shock sensing does not, suggesting that these stresses are perceived by different mechanisms. In summary, our results establish a two-tiered histidine kinase pathway involved in activation of the GSR in S. melonis Fr1 and provide the first experimental evidence for the so far uncharacterized CHASE3 domain as a salt sensor. IMPORTANCE Hybrid response regulators (HRRs) represent a particular class of histidine kinases harboring an N-terminal receiver (REC) domain instead of a true sensor domain. This suggests that the actual input for HRRs may be phosphorylation of the REC domain. In the present study, we addressed this question by using the HRR PakF. Our results suggest that PakF is activated through phosphorylation of its REC domain and that this is achieved by another kinase, KipF. KipF senses heat shock and salt stress, with the latter requiring the periplasmic CHASE3 domain. This work not only suggests that HRRs work in two-tiered histidine kinase pathways but also provides the first experimental evidence for a role of the so far uncharacterized CHASE3 domain in salt sensing.
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