A Bistable Gene Switch for Antibiotic Biosynthesis: The Butyrolactone Regulon in Streptomyces coelicolor

Many microorganisms, including bacteria of the class Streptomycetes, produce various secondary metabolites including antibiotics to gain a competitive advantage in their natural habitat. The production of these compounds is highly coordinated in a population to expedite accumulation to an effective concentration. Furthermore, as antibiotics are often toxic even to their producers, a coordinated production allows microbes to first arm themselves with a defense mechanism to resist their own antibiotics before production commences. One possible mechanism of coordination among individuals is through the production of signaling molecules. The γ-butyrolactone system in Streptomyces coelicolor is a model of such a signaling system for secondary metabolite production. The accumulation of these signaling molecules triggers antibiotic production in the population. A pair of repressor-amplifier proteins encoded by scbA and scbR mediates the production and action of one particular γ-butyrolactone, SCB1. Based on the proposed interactions of scbA and scbR, a mathematical model was constructed and used to explore the ability of this system to act as a robust genetic switch. Stability analysis shows that the butyrolactone system exhibits bistability and, in response to a threshold SCB1 concentration, can switch from an OFF state to an ON state corresponding to the activation of genes in the cryptic type I polyketide synthase gene cluster, which are responsible for production of the hypothetical polyketide. The switching time is inversely related to the inducer concentration above the threshold, such that short pulses of low inducer concentration cannot switch on the system, suggesting its possible role in noise filtering. In contrast, secondary metabolite production can be triggered rapidly in a population of cells producing the butyrolactone signal due to the presence of an amplification loop in the system. S. coelicolor was perturbed experimentally by varying concentrations of SCB1, and the model simulations match the experimental data well. Deciphering the complexity of this butyrolactone switch will provide valuable insights into how robust and efficient systems can be designed using “simple” two-protein networks.

[1]  Rutherford Aris,et al.  An analysis of chemical reactor stability and control—I: The possibility of local control, with perfect or imperfect control mechanisms , 1958 .

[2]  Rutherford Aris,et al.  An analysis of chemical reactor stability and control—II: The evolution of proportional control☆ , 1958 .

[3]  Y. Yamada,et al.  Purification and characterization of the IM-2-binding protein from Streptomyces sp. strain FRI-5 , 1995, Journal of bacteriology.

[4]  J. Keasling,et al.  Mathematical Model of the lac Operon: Inducer Exclusion, Catabolite Repression, and Diauxic Growth on Glucose and Lactose , 1997, Biotechnology progress.

[5]  Y. Yamada,et al.  Butyrolactone autoregulator receptor protein (BarA) as a transcriptional regulator in Streptomyces virginiae , 1997, Journal of bacteriology.

[6]  S. Horinouchi,et al.  A mutation at proline-115 in the A-factor receptor protein of Streptomyces griseus abolishes DNA-binding ability but not ligand-binding ability , 1997, Journal of bacteriology.

[7]  H. Blau,et al.  Graded transcriptional response to different concentrations of a single transactivator. , 1998, Proceedings of the National Academy of Sciences of the United States of America.

[8]  M Laurent,et al.  Multistability: a major means of differentiation and evolution in biological systems. , 1999, Trends in biochemical sciences.

[9]  S. Kitani,et al.  In Vitro Analysis of the Butyrolactone Autoregulator Receptor Protein (FarA) of Streptomyces lavendulae FRI-5 Reveals that FarA Acts as a DNA-Binding Transcriptional Regulator That Controls Its Own Synthesis , 1999, Journal of bacteriology.

[10]  E. Greenberg,et al.  Acyl homoserine-lactone quorum-sensing signal generation. , 1999, Proceedings of the National Academy of Sciences of the United States of America.

[11]  N. Bate,et al.  Multiple regulatory genes in the tylosin biosynthetic cluster of Streptomyces fradiae. , 1999, Chemistry & biology.

[12]  J. Collins,et al.  Construction of a genetic toggle switch in Escherichia coli , 2000, Nature.

[13]  T. Kieser Practical streptomyces genetics , 2000 .

[14]  M. Bibb,et al.  Purification and Structural Determination of SCB1, a γ-Butyrolactone That Elicits Antibiotic Production inStreptomyces coelicolor A3(2)* , 2000, The Journal of Biological Chemistry.

[15]  F R Adler,et al.  How to make a biological switch. , 2000, Journal of theoretical biology.

[16]  Purification and structural determination of SCB1, a gamma-butyrolactone that elicits antibiotic production in Streptomyces coelicolor A3(2). , 2000, The Journal of biological chemistry.

[17]  Y. Yamada,et al.  A complex role for the gamma-butyrolactone SCB1 in regulating antibiotic production in Streptomyces coelicolor A3(2). , 2001, Molecular microbiology.

[18]  S. Kitani,et al.  Gene Replacement Analysis of the Butyrolactone Autoregulator Receptor (FarA) Reveals that FarA Acts as a Novel Regulator in Secondary Metabolism of Streptomyces lavendulae FRI-5 , 2001, Journal of bacteriology.

[19]  M C Mackey,et al.  Dynamic regulation of the tryptophan operon: a modeling study and comparison with experimental data. , 2001, Proceedings of the National Academy of Sciences of the United States of America.

[20]  C. Thompson,et al.  Pleiotropic Functions of a Streptomyces pristinaespiralis Autoregulator Receptor in Development, Antibiotic Biosynthesis, and Expression of a Superoxide Dismutase* , 2001, The Journal of Biological Chemistry.

[21]  Eriko Takano,et al.  A complex role for the γ‐butyrolactone SCB1 in regulating antibiotic production in Streptomyces coelicolor A3(2) , 2001 .

[22]  S. Cohen,et al.  Global analysis of growth phase responsive gene expression and regulation of antibiotic biosynthetic pathways in Streptomyces coelicolor using DNA microarrays. , 2001, Genes & development.

[23]  Thomas D. Schmittgen,et al.  Analysis of relative gene expression data using real-time quantitative PCR and the 2(-Delta Delta C(T)) Method. , 2001, Methods.

[24]  S. Horinouchi,et al.  A microbial hormone, A-factor, as a master switch for morphological differentiation and secondary metabolism in Streptomyces griseus. , 2002, Frontiers in bioscience : a journal and virtual library.

[25]  Alex E. Lash,et al.  Gene Expression Omnibus: NCBI gene expression and hybridization array data repository , 2002, Nucleic Acids Res..

[26]  J. Ferrell Self-perpetuating states in signal transduction: positive feedback, double-negative feedback and bistability. , 2002, Current opinion in cell biology.

[27]  Arkady B. Khodursky,et al.  Global analysis of mRNA decay and abundance in Escherichia coli at single-gene resolution using two-color fluorescent DNA microarrays , 2002, Proceedings of the National Academy of Sciences of the United States of America.

[28]  M. Bibb,et al.  Primary and secondary metabolism, and post‐translational protein modifications, as portrayed by proteomic analysis of Streptomyces coelicolor , 2002, Molecular microbiology.

[29]  Kazuyuki Aihara,et al.  Modeling genetic switches with positive feedback loops. , 2003, Journal of theoretical biology.

[30]  E. Takano,et al.  Deletion of scbA enhances antibiotic production in Streptomyces lividans , 2003, Applied Microbiology and Biotechnology.

[31]  M. Chamberlin,et al.  In vitro studies of transcript initiation by Escherichia coli RNA polymerase. 3. Influences of individual DNA elements within the promoter recognition region on abortive initiation and promoter escape. , 2003, Biochemistry.

[32]  T. Nihira,et al.  Identification by gene deletion analysis of barB as a negative regulator controlling an early process of virginiamycin biosynthesis in Streptomyces virginiae , 2003, Archives of Microbiology.

[33]  Gregory L. Challis,et al.  Synergy and contingency as driving forces for the evolution of multiple secondary metabolite production by Streptomyces species , 2003, Proceedings of the National Academy of Sciences of the United States of America.

[34]  S. Horinouchi,et al.  Crystal structure of a gamma-butyrolactone autoregulator receptor protein in Streptomyces coelicolor A3(2). , 2004, Journal of molecular biology.

[35]  K. Burrage,et al.  Bistability and switching in the lysis/lysogeny genetic regulatory network of bacteriophage lambda. , 2004, Journal of theoretical biology.

[36]  D. Schaffer,et al.  The sonic hedgehog signaling system as a bistable genetic switch. , 2004, Biophysical journal.

[37]  Y. Hwang,et al.  Cloning and Functional Analysis by Gene Disruption of a Gene Encoding a γ-Butyrolactone Autoregulator Receptor from Kitasatospora setae , 2004, Journal of bacteriology.

[38]  Crystal Structure of a γ-Butyrolactone Autoregulator Receptor Protein in Streptomyces coelicolor A3(2) , 2004 .

[39]  Ertugrul M. Ozbudak,et al.  Multistability in the lactose utilization network of Escherichia coli , 2004, Nature.

[40]  S. Yeo,et al.  Cloning and characterization of a gene encoding the γ-butyrolactone autoregulator receptor from Streptomyces clavuligerus , 2004, Archives of Microbiology.

[41]  R. Cox,et al.  Quantitative relationships for specific growth rates and macromolecular compositions of Mycobacterium tuberculosis, Streptomyces coelicolor A3(2) and Escherichia coli B/r: an integrative theoretical approach. , 2004, Microbiology.

[42]  Michael C Mackey,et al.  Influence of catabolite repression and inducer exclusion on the bistable behavior of the lac operon. , 2004, Biophysical journal.

[43]  Wei-Shou Hu,et al.  A framework to analyze multiple time series data: A case study with Streptomyces coelicolor , 2006, Journal of Industrial Microbiology and Biotechnology.

[44]  D. Dubnau,et al.  Bistability in the Bacillus subtilis K‐state (competence) system requires a positive feedback loop , 2005, Molecular microbiology.

[45]  Eriko Takano,et al.  A bacterial hormone (the SCB1) directly controls the expression of a pathway‐specific regulatory gene in the cryptic type I polyketide biosynthetic gene cluster of Streptomyces coelicolor , 2005, Molecular microbiology.

[46]  Andrew B. Goryachev,et al.  Transition to Quorum Sensing in an Agrobacterium Population: A Stochastic Model , 2005, PLoS Comput. Biol..

[47]  E. Takano Gamma-butyrolactones: Streptomyces signalling molecules regulating antibiotic production and differentiation. , 2006, Current opinion in microbiology.

[48]  P. Graumann,et al.  Different genetic programmes within identical bacteria under identical conditions: the phenomenon of bistability greatly modifies our view on bacterial populations , 2006, Molecular microbiology.

[49]  R. Losick,et al.  Bistability in bacteria , 2006, Molecular microbiology.

[50]  Oscar P. Kuipers,et al.  Phenotypic variation in bacteria: the role of feedback regulation , 2006, Nature Reviews Microbiology.

[51]  Michael A Savageau,et al.  Signalling network with a bistable hysteretic switch controls developmental activation of the σF transcription factor in Bacillus subtilis , 2006, Molecular microbiology.

[52]  George Karypis,et al.  Transcriptome dynamics-based operon prediction and verification in Streptomyces coelicolor , 2007, Nucleic acids research.

[53]  J. Söding,et al.  ScbA from Streptomyces coelicolor A3(2) has homology to fatty acid synthases and is able to synthesize gamma-butyrolactones. , 2007, Microbiology.

[54]  K. Chater Faculty Opinions recommendation of Biosynthesis of gamma-butyrolactone autoregulators that switch on secondary metabolism and morphological development in Streptomyces. , 2007 .

[55]  N. Bate,et al.  Regulation of tylosin production: role of a TylP‐interactive ligand , 2007, Molecular microbiology.

[56]  S. Horinouchi,et al.  Biosynthesis of γ-butyrolactone autoregulators that switch on secondary metabolism and morphological development in Streptomyces , 2007, Proceedings of the National Academy of Sciences.

[57]  Vanessa Sperandio,et al.  Inter-kingdom signalling: communication between bacteria and their hosts , 2008, Nature Reviews Microbiology.