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Chen XJ, Wang B, Thompson IP, Huang WE. Rational Design and Characterization of Nitric Oxide Biosensors in E. coli Nissle 1917 and Mini SimCells. ACS Synth Biol 2021; 10:2566-2578. [PMID: 34551261 DOI: 10.1021/acssynbio.1c00223] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Abstract
Nitric oxide (NO) is an important disease biomarker found in many chronic inflammatory diseases and cancers. A well-characterized nitric sensing system is useful to aid the rapid development of bacteria therapy and synthetic biology. In this work, we engineered a set of NO-responsive biosensors based on the PnorV promoter and its NorR regulator in the norRVW operon; the circuits were characterized and optimized in probiotic Escherichia coli Nissle 1917 and mini SimCells (minicells containing designed gene circuits for specific tasks). Interestingly, the expression level of NorR displayed an inverse correlation to the PnorV promoter activation, as a strong expression of the NorR regulator resulted in a low amplitude of NO-inducible gene expression. This could be explained by a competitive binding mechanism where the activated and inactivated NorR competitively bind to the same site on the PnorV promoter. To overcome such issues, the NO induction performance was further improved by making a positive feedback loop that fine-tuned the level of NorR. In addition, by examining two integration host factor (IHF) binding sites of the PnorV promoter, we demonstrated that the deletion of the second IHF site increased the maximum signal output by 25% (500 μM DETA/NO) with no notable increase in the basal expression level. The optimized NO-sensing gene circuit in anucleate mini SimCells exhibited increased robustness against external fluctuation in medium composition. The NO detection limit of the optimized gene circuit pPnorVβ was also improved from 25.6 to 1.3 nM in mini SimCells. Moreover, lyophilized mini SimCells can maintain function for over 2 months. Hence, SimCell-based NO biosensors could be used as safe sensor chassis for synthetic biology.
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Affiliation(s)
- Xiaoyu J. Chen
- Department of Engineering Science, University of Oxford, Parks Road, Oxford OX1 3PJ, United Kingdom
| | - Baojun Wang
- Hangzhou Innovation Center and College of Chemical & Biological Engineering, Zhejiang University, Hangzhou 311200, China
- School of Biological Sciences, University of Edinburgh, G20 Roger Land Building, The Kingʼs Buildings, Edinburgh EH9 3FF, United Kingdom
- ZJU-UoE Joint Research Centre for Engineering Biology, Zhejiang University, Haining 314400, China
| | - Ian P. Thompson
- Department of Engineering Science, University of Oxford, Parks Road, Oxford OX1 3PJ, United Kingdom
| | - Wei E. Huang
- Department of Engineering Science, University of Oxford, Parks Road, Oxford OX1 3PJ, United Kingdom
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de las Heras A, Martínez-García E, Domingo-Sananes MR, de Lorenzo V. Widening functional boundaries of the σ(54) promoter Pu of Pseudomonas putida by defeating extant physiological constraints. MOLECULAR BIOSYSTEMS 2015; 11:734-42. [PMID: 25560994 DOI: 10.1039/c4mb00557k] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/21/2022]
Abstract
The extant layout of the σ(54) promoter Pu, harboured by the catabolic TOL plasmid, pWW0, of Pseudomonas putida is one of the most complex instances of endogenous and exogenous signal integration known in the prokaryotic domain. In this regulatory system, all signal inputs are eventually translated into occupation of the promoter sequence by either of two necessary components: the m-xylene responsive transcriptional factor XylR and the σ(54) containing form of RNA polymerase. Modelling of these components indicated that the Pu promoter could be upgraded to respond with much greater capacity to aromatic inducers by artificially increasing the endogenous levels of both XylR and the σ(54) sigma factor, either separately or together. To explore these scenarios, expression of rpoN, the gene encoding σ(54), was placed under the control of an orthogonal regulatory system that was inducible by salicylic acid. We generated a knock-in P. putida strain containing this construct alongside the xylR/Pu regulatory module in its native configuration, and furthermore, a second strain where xylR expression was under the control of an engineered positive-feedback loop. These interventions allowed us to dramatically increase the transcriptional capacity (i.e. absolute promoter output) of Pu far beyond its natural scope. In addition, they resulted in a new regulatory device displaying more sensitive and ultra-fast responses to m-xylene. To our knowledge, this is the first time that the working regime of a promoter has been rationally modified by releasing the constraints imposed by its innate constituents.
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Affiliation(s)
- Aitor de las Heras
- Systems Biology Program, Centro Nacional de Biotecnología-CSIC, Campus de Cantoblanco, Madrid 28049, Spain.
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Where microbiology meets microengineering: design and applications of reporter bacteria. Nat Rev Microbiol 2010; 8:511-22. [DOI: 10.1038/nrmicro2392] [Citation(s) in RCA: 404] [Impact Index Per Article: 28.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/08/2022]
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Zhang J, Yuan Z, Zhou T. Geometric characteristics of dynamic correlations for combinatorial regulation in gene expression noise. PHYSICAL REVIEW. E, STATISTICAL, NONLINEAR, AND SOFT MATTER PHYSICS 2009; 80:021905. [PMID: 19792149 DOI: 10.1103/physreve.80.021905] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/16/2009] [Revised: 05/28/2009] [Indexed: 05/28/2023]
Abstract
Knowing which mode of combinatorial regulation (typically, AND or OR logic operation) that a gene employs is important for determining its function in regulatory networks. Here, we introduce a dynamic cross-correlation function between the output of a gene and its upstream regulator concentrations for signatures of combinatorial regulation in gene expression noise. We find that such a correlation function with respect to the correlation time near the peak close to the point of the zero correlation time is always upward convex in the case of AND logic whereas is always downward convex in the case of OR logic, whichever sources of noise (intrinsic or extrinsic or both). In turn, this fact implies a means for inferring regulatory synergies from available experimental data. The extensions and applications are discussed.
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Affiliation(s)
- Jiajun Zhang
- School of Mathematical and Computational Sciences, Sun Yet-Sen University, Guangzhou 510275, People's Republic of China
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Vitale E, Milani A, Renzi F, Galli E, Rescalli E, de Lorenzo V, Bertoni G. Transcriptional wiring of the TOL plasmid regulatory network to its host involves the submission of the sigma54-promoter Pu to the response regulator PprA. Mol Microbiol 2009; 69:698-713. [PMID: 19138193 DOI: 10.1111/j.1365-2958.2008.06321.x] [Citation(s) in RCA: 21] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
Abstract
Implantation of the regulatory circuit of the degradation pathway of TOL plasmid pWW0 in the native transcriptional network of the host Pseudomonas putida involves interplay between plasmid- and chromosome-encoded factors. We have employed a reverse genetics approach to investigate such a molecular wiring by identifying host proteins that form stable complexes with Pu, the sigma(54)-dependent promoter of the upper TOL operon of pWW0. This approach revealed that the Pu upstream activating sequences (UAS), the target sites of the cognate activator XylR, form a specific complex with a host protein which, following DNA affinity purification and mass spectrometry analysis, was identified as the LytTR-type two-component response regulator PprA. Directed inactivation of pprA resulted in the upregulation of the Pu promoter in vivo, while expression of the same gene from a plasmid vector strongly repressed Pu activity. Such a downregulation of Pu by PprA could be faithfully reproduced both in vitro with purified components and in an in vivo reporter system assembled in Escherichia coli. The overlap of the PprA and XylR binding sites suggested that the basis for the inhibitory effect on Pu was a mutual exclusion mechanism between the two proteins to bind the UAS. We argue that the binding of the response regulator PprA to Pu (a case without precedents in sigma(54)-dependent transcription) helps to anchor the TOL regulatory subnetwork to the wider context of the host transcriptome, thereby allowing the entry of physiological signals that modulate the outcome of promoter activity.
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Affiliation(s)
- Elena Vitale
- Department of Biomolecular Sciences and Biotechnology, University of Milan, Milan, Italy
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de Lorenzo V. Recombinant bacteria for environmental release: what went wrong and what we have learnt from it. Clin Microbiol Infect 2009; 15 Suppl 1:63-5. [DOI: 10.1111/j.1469-0691.2008.02683.x] [Citation(s) in RCA: 50] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
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Johansson LUM, Solera D, Bernardo LMD, Moscoso JA, Shingler V. sigma54-RNA polymerase controls sigma70-dependent transcription from a non-overlapping divergent promoter. Mol Microbiol 2008; 70:709-23. [PMID: 18786144 DOI: 10.1111/j.1365-2958.2008.06440.x] [Citation(s) in RCA: 23] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Abstract
Divergent transcription of a regulatory gene and a cognate promoter under its control is a common theme in bacterial regulatory circuits. This genetic organization is found for the dmpR gene that encodes the substrate-responsive specific regulator of the sigma(54)-dependent Po promoter, which controls (methyl)phenol catabolism. Here we identify the Pr promoter of dmpR as a sigma(70)-dependent promoter that is regulated by a novel mechanism in which sigma(54)-RNA polymerase occupancy of the non-overlapping sigma(54)-Po promoter stimulates sigma(70)-Pr output. In addition, we show that DmpR stimulates its own production through Po activity both in vivo and in vitro. Hence, the demonstrated regulatory circuit reveals a novel role for sigma(54)-RNA polymerase, namely regulation of a sigma(70)-dependent promoter, and a new mechanism that places a single promoter under dual control of two alternative forms of RNA polymerase. We present a model in which guanosine tetra-phosphate plays a major role in the interplay between sigma(54)- and sigma(70)-dependent transcription to ensure metabolic integration to couple sigma(70)-Pr output to both low-energy conditions and the presence of substrate.
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Silva-Rocha R, de Lorenzo V. Mining logic gates in prokaryotic transcriptional regulation networks. FEBS Lett 2008; 582:1237-44. [PMID: 18275855 DOI: 10.1016/j.febslet.2008.01.060] [Citation(s) in RCA: 49] [Impact Index Per Article: 3.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/10/2008] [Accepted: 01/28/2008] [Indexed: 10/22/2022]
Abstract
Prokaryotic transcriptional networks possess a large number of regulatory modules that formally implement many of the logic gates that are typical of digital, Boolean circuits. Yet, natural regulatory elements appear most often compressed and exaggeratedly context-dependent for any reliable circuit engineering barely comparable to electronic counterparts. To overcome this impasse, we argue that designing new functions with biological parts requires (i) the recognition of logic gates not yet assigned but surely present in the meta-genome, (ii) the orthogonalization and disambiguation of natural regulatory modules and (iii) the development of ways to tackle the connectivity and the definition of boundaries between minimal biological components.
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Affiliation(s)
- Rafael Silva-Rocha
- Centro Nacional de Biotecnología, CSIC, Campus de Cantoblanco, Madrid 28049, Spain
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Velázquez F, Fernández S, de Lorenzo V. The upstream-activating sequences of the sigma54 promoter Pu of Pseudomonas putida filter transcription readthrough from upstream genes. J Biol Chem 2006; 281:11940-8. [PMID: 16510445 DOI: 10.1074/jbc.m511782200] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/29/2023] Open
Abstract
Although the m-xylene-responsive sigma54 promoter Pu of Pseudomonas putida mt-2, borne by the TOL plasmid pWWO, is one of the strongest known promoters in vivo, its base-line level in the absence of its aromatic inducer is below the limit of any detection procedure. This is unusual because regulatory networks (such as the one to which Pu belongs) can hardly escape the noise caused by intrinsic fluctuations in background transcription, including that transmitted from upstream promoters. This study provides genetic evidence that the upstream-activating sequences (UAS), which serve as the binding sites for the pWW0-encoded XylR protein (the m-xylene-responsive sigma54-dependent activator of Pu), isolate expression of the upper TOL genes from any adventitious transcriptional flow originating further upstream. An in vivo test system was developed in which different segments of the Pu promoter were examined for the inhibition of incoming transcription products from an upstream promoter in P. putida and Escherichia coli. Minimal transcription filter ability was located within a 105-bp fragment encompassing the UAS of Pu. Although S1 nuclease assays showed that the UAS prevented the buildup of downstream transcripts, the mechanism seems to diverge from a typical termination system. This was shown by the fact that the UAS did not halt transcription in vitro and that the filter effect could not be relieved by the anti-termination system of lambda phage. Because the Pu promoter lies adjacent to the edge of a transposon in pWW0, the preset transcriptional filter in the UAS may isolate the upper TOL operon from undue expression after random insertion of the mobile genetic element in a new replicon.
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Affiliation(s)
- Francisco Velázquez
- Centro Nacional de Biotecnología, Consejo Superior de Investigaciones Científicas, Campus UAM-Cantoblanco, 28049 Madrid, Spain
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Marqués S, Aranda-Olmedo I, Ramos JL. Controlling bacterial physiology for optimal expression of gene reporter constructs. Curr Opin Biotechnol 2005; 17:50-6. [PMID: 16359853 DOI: 10.1016/j.copbio.2005.12.001] [Citation(s) in RCA: 20] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/06/2005] [Revised: 11/15/2005] [Accepted: 12/05/2005] [Indexed: 10/25/2022]
Abstract
Bacterial biosensors for the detection of pollutants are based on the regulatory elements that control the corresponding degradation pathways. An increasing number of catabolic pathways under the control of specific regulators are now known to be influenced by the presence of alternative carbon sources, which to different extents repress expression of the pathway despite the presence of the inducer. The molecular basis underlying the control of each catabolic pathway is different, although all sense a high energy state of the cell resulting from the presence of more favourable carbon sources. Biosensor tests mimicking field conditions point to global regulation being relevant for biosensor performance; thus, this global regulation must be taken into account when designing whole-cell biosensors.
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Affiliation(s)
- Silvia Marqués
- Department of Biochemistry and Molecular and Cellular Biology of Plants, Estación Experimental del Zaidín, Consejo Superior de Investigaciones Científicas, Apartado de Correos 419, E-18008, Granada, Spain.
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Velázquez F, Parro V, de Lorenzo V. Inferring the genetic network ofm-xylene metabolism through expression profiling of thexylgenes ofPseudomonas putidamt-2. Mol Microbiol 2005; 57:1557-69. [PMID: 16135224 DOI: 10.1111/j.1365-2958.2005.04787.x] [Citation(s) in RCA: 28] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/01/2022]
Abstract
A subgenomic array of structural and regulatory genes of the TOL plasmid pWW0 of Pseudomonas putida mt-2 has been constructed to sort out the interplay between m-xylene catabolism and the environmental stress brought about by this aromatic chemical. To this end, xyl sequences were spotted along with groups of selected P. putida genes, the transcription of which become descriptors of distinct physiological conditions. The expression of the TOL pathway in response to pathway substrates was thus profiled, uncovering a regulatory network that overcomes and expands the predictions made by projecting known data from individual promoters. First, post-transcriptional checks appear to mitigate the burden caused by non-productive induction of the TOL operons. Second, the fate of different segments of the polycistronic mRNAs from the upper and lower TOL operons varies depending on the metabolism of their inducers. Finally, m-xylene triggers a noticeable heat shock, the onset of which does interfere with optimal expression of catabolic genes. These results reveal a degree of regulatory partnership between TOL plasmid-encoded functions and host physiology that go beyond transcription initiation control.
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Affiliation(s)
- Francisco Velázquez
- Centro Nacional de Biotecnología-CSIC, Campus UAM-Cantoblanco, Madrid 28049, Spain
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Cases I, de Lorenzo V. Promoters in the environment: transcriptional regulation in its natural context. Nat Rev Microbiol 2005; 3:105-18. [PMID: 15685222 DOI: 10.1038/nrmicro1084] [Citation(s) in RCA: 167] [Impact Index Per Article: 8.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
Abstract
Transcriptional activation of many bacterial promoters in their natural environment is not a simple on/off decision. The expression of cognate genes is integrated in layers of iterative regulatory networks that ensure the performance not only of the whole cell, but also of the bacterial population, and even the microbial community, in a changing environment. Unlike in vitro systems, where transcription initiation can be recreated with a handful of essential components, in vivo, promoters must process various physicochemical and metabolic signals to determine their output. This helps to achieve optimal bacterial fitness in extremely competitive niches. Promoters therefore merge specific responses to distinct signals with inclusive reactions to more general environmental changes.
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Affiliation(s)
- Ildefonso Cases
- Centro Nacional de Biotecnología, Consejo Superior de Investigaciones Científicas, Campus de Cantoblanco, 28049 Madrid, Spain
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