Phosphate Sink Containing Two-Component Signaling Systems as Tunable Threshold Devices

Synthetic biology aims to design de novo biological systems and reengineer existing ones. These efforts have mostly focused on transcriptional circuits, with reengineering of signaling circuits hampered by limited understanding of their systems dynamics and experimental challenges. Bacterial two-component signaling systems offer a rich diversity of sensory systems that are built around a core phosphotransfer reaction between histidine kinases and their output response regulator proteins, and thus are a good target for reengineering through synthetic biology. Here, we explore the signal-response relationship arising from a specific motif found in two-component signaling. In this motif, a single histidine kinase (HK) phosphotransfers reversibly to two separate output response regulator (RR) proteins. We show that, under the experimentally observed parameters from bacteria and yeast, this motif not only allows rapid signal termination, whereby one of the RRs acts as a phosphate sink towards the other RR (i.e. the output RR), but also implements a sigmoidal signal-response relationship. We identify two mathematical conditions on system parameters that are necessary for sigmoidal signal-response relationships and define key parameters that control threshold levels and sensitivity of the signal-response curve. We confirm these findings experimentally, by in vitro reconstitution of the one HK-two RR motif found in the Sinorhizobium meliloti chemotaxis pathway and measuring the resulting signal-response curve. We find that the level of sigmoidality in this system can be experimentally controlled by the presence of the sink RR, and also through an auxiliary protein that is shown to bind to the HK (yielding Hill coefficients of above 7). These findings show that the one HK-two RR motif allows bacteria and yeast to implement tunable switch-like signal processing and provides an ideal basis for developing threshold devices for synthetic biology applications.

[1]  Christopher A. Voigt,et al.  Synthetic biology: Engineering Escherichia coli to see light , 2005, Nature.

[2]  Michael A Savageau,et al.  Hysteretic and graded responses in bacterial two‐component signal transduction , 2008, Molecular microbiology.

[3]  Jürgen Kurths,et al.  Synthetic multicellular oscillatory systems: controlling protein dynamics with genetic circuits , 2011 .

[4]  Luca Cardelli,et al.  Response dynamics of phosphorelays suggest their potential utility in cell signalling , 2010, Journal of The Royal Society Interface.

[5]  Judith P Armitage,et al.  The third chemotaxis locus of Rhodobacter sphaeroides is essential for chemotaxis , 2002, Molecular microbiology.

[6]  Kazuo Tatebayashi,et al.  Phosphorylated Ssk1 Prevents Unphosphorylated Ssk1 from Activating the Ssk2 Mitogen-Activated Protein Kinase Kinase Kinase in the Yeast High-Osmolarity Glycerol Osmoregulatory Pathway , 2008, Molecular and Cellular Biology.

[7]  R C Stewart,et al.  Yeast Skn7p functions in a eukaryotic two‐component regulatory pathway. , 1994, The EMBO journal.

[8]  John J Tyson,et al.  Functional motifs in biochemical reaction networks. , 2010, Annual review of physical chemistry.

[9]  Klaus Harter,et al.  Plant Two-Component Signaling Systems and the Role of Response Regulators1 , 2002, Plant Physiology.

[10]  Judith P Armitage,et al.  In vivo and in vitro analysis of the Rhodobacter sphaeroides chemotaxis signaling complexes. , 2007, Methods in enzymology.

[11]  Karl-Dieter Entian,et al.  The response regulator-like protein Pos9/Skn7 ofSaccharomyces cerevisiae is involved in oxidative stress resistance , 1996, Current Genetics.

[12]  Michael T. Laub,et al.  Rewiring the Specificity of Two-Component Signal Transduction Systems , 2008, Cell.

[13]  Adam P Arkin,et al.  Complexity in bacterial cell–cell communication: Quorum signal integration and subpopulation signaling in the Bacillus subtilis phosphorelay , 2009, Proceedings of the National Academy of Sciences.

[14]  John J. Tyson,et al.  Irreversible Transitions, Bistability and Checkpoint Controls in the Eukaryotic Cell Cycle: A Systems-Level Understanding , 2013 .

[15]  Michael T. Laub,et al.  Determinants of specificity in two-component signal transduction. , 2013, Current opinion in microbiology.

[16]  M. Elowitz,et al.  A synthetic oscillatory network of transcriptional regulators , 2000, Nature.

[17]  Katherine C. Chen,et al.  Sniffers, buzzers, toggles and blinkers: dynamics of regulatory and signaling pathways in the cell. , 2003, Current opinion in cell biology.

[18]  J. S. Parkinson,et al.  Bacterial chemoreceptors: high-performance signaling in networked arrays. , 2008, Trends in biochemical sciences.

[19]  Martin Feinberg,et al.  Concordant chemical reaction networks and the Species-Reaction Graph. , 2012, Mathematical biosciences.

[20]  Luca Cardelli,et al.  Phosphorelays Provide Tunable Signal Processing Capabilities for the Cell , 2013, PLoS Comput. Biol..

[21]  John J Tyson,et al.  Bifurcation analysis of a model of the budding yeast cell cycle. , 2004, Chaos.

[22]  J. Tyson,et al.  Design principles of biochemical oscillators , 2008, Nature Reviews Molecular Cell Biology.

[23]  V. Stewart,et al.  Asymmetric cross‐regulation between the nitrate‐responsive NarX–NarL and NarQ–NarP two‐component regulatory systems from Escherichia coli K‐12 , 2010, Molecular microbiology.

[24]  Judith P Armitage,et al.  Phosphotransfer in Rhodobacter sphaeroides chemotaxis. , 2002, Journal of molecular biology.

[25]  Baojun Wang,et al.  Engineering modular and orthogonal genetic logic gates for robust digital-like synthetic biology , 2011, Nature communications.

[26]  Richard F. Helm,et al.  Sinorhizobium meliloti CheA Complexed with CheS Exhibits Enhanced Binding to CheY1, Resulting in Accelerated CheY1 Dephosphorylation , 2011, Journal of bacteriology.

[27]  G. Church,et al.  Synthetic Gene Networks That Count , 2009, Science.

[28]  Timothy K Lu,et al.  Synthetic circuits integrating logic and memory in living cells , 2013, Nature Biotechnology.

[29]  K. Fujimoto,et al.  Noisy signal amplification in ultrasensitive signal transduction. , 2005, Proceedings of the National Academy of Sciences of the United States of America.

[30]  J. Eubanks,et al.  Fate , 2010, Annals of Internal Medicine.

[31]  O. Igoshin,et al.  Ultrasensitivity of the Bacillus subtilis sporulation decision , 2012, Proceedings of the National Academy of Sciences.

[32]  Rebecca A. Ayers,et al.  Design and signaling mechanism of light‐regulated histidine kinases , 2009, Journal of molecular biology.

[33]  D. Beier,et al.  Phosphate flow in the chemotactic response system of Helicobacter pylori. , 2005, Microbiology.

[34]  D. Koshland,et al.  An amplified sensitivity arising from covalent modification in biological systems. , 1981, Proceedings of the National Academy of Sciences of the United States of America.

[35]  R. Bourret,et al.  Two-component signal transduction. , 2010, Current opinion in microbiology.

[36]  Nicolas E. Buchler,et al.  Protein sequestration generates a flexible ultrasensitive response in a genetic network , 2009, Molecular systems biology.

[37]  Judith P. Armitage,et al.  Modeling Chemotaxis Reveals the Role of Reversed Phosphotransfer and a Bi-Functional Kinase-Phosphatase , 2010, PLoS Comput. Biol..

[38]  Gesine Reinert,et al.  Deciphering chemotaxis pathways using cross species comparisons , 2010, BMC Systems Biology.

[39]  Orkun S. Soyer,et al.  Split Histidine Kinases Enable Ultrasensitivity and Bistability in Two-Component Signaling Networks , 2013, PLoS Comput. Biol..

[40]  Rebecca Hamer,et al.  Specificity of localization and phosphotransfer in the CheA proteins of Rhodobacter sphaeroides , 2010, Molecular microbiology.

[41]  Alberto Marina,et al.  Structural Insight into Partner Specificity and Phosphoryl Transfer in Two-Component Signal Transduction , 2009, Cell.

[42]  M. Andersen,et al.  Ultrasensitive response motifs: basic amplifiers in molecular signalling networks , 2013, Open Biology.

[43]  Rui Alves,et al.  Extending the method of mathematically controlled comparison to include numerical comparisons , 2000, Bioinform..

[44]  Wendell A. Lim,et al.  Rapid Diversification of Cell Signaling Phenotypes by Modular Domain Recombination , 2010, Science.

[45]  Guo-Cheng Yuan,et al.  Broadly heterogeneous activation of the master regulator for sporulation in Bacillus subtilis , 2010, Proceedings of the National Academy of Sciences.

[46]  Tanja Kortemme,et al.  Construction of a genetic multiplexer to toggle between chemosensory pathways in Escherichia coli. , 2011, Journal of molecular biology.

[47]  Elisenda Feliu,et al.  Exact analysis of intrinsic qualitative features of phosphorelays using mathematical models. , 2011, Journal of theoretical biology.

[48]  Paul F Cook,et al.  Kinetic analysis of YPD1-dependent phosphotransfer reactions in the yeast osmoregulatory phosphorelay system. , 2005, Biochemistry.

[49]  O. Igoshin,et al.  Bistable responses in bacterial genetic networks: designs and dynamical consequences. , 2011, Mathematical biosciences.

[50]  T. Hwa,et al.  Identification of direct residue contacts in protein–protein interaction by message passing , 2009, Proceedings of the National Academy of Sciences.

[51]  Judith P Armitage,et al.  A bifunctional kinase-phosphatase in bacterial chemotaxis , 2008, Proceedings of the National Academy of Sciences.

[52]  Herbert M Sauro,et al.  Oscillatory dynamics arising from competitive inhibition and multisite phosphorylation. , 2007, Journal of theoretical biology.

[53]  A. Becskei,et al.  Stochastic signalling rewires the interaction map of a multiple feedback network during yeast evolution , 2012, Nature Communications.

[54]  Francesc Posas,et al.  Yeast HOG1 MAP Kinase Cascade Is Regulated by a Multistep Phosphorelay Mechanism in the SLN1–YPD1–SSK1 “Two-Component” Osmosensor , 1996, Cell.

[55]  Elisenda Feliu,et al.  An Algebraic Approach to Signaling Cascades with n Layers , 2010, Bulletin of Mathematical Biology.

[56]  M. Inouye,et al.  The design and development of Tar-EnvZ chimeric receptors. , 2007, Methods in enzymology.

[57]  Adam P. Arkin,et al.  Engineering robust control of two-component system phosphotransfer using modular scaffolds , 2012, Proceedings of the National Academy of Sciences.

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

[59]  R. Schmitt,et al.  Phosphotransfer between CheA, CheY1, and CheY2 in the chemotaxis signal transduction chain of Rhizobium meliloti. , 1998, Biochemistry.

[60]  Ahmad S. Khalil,et al.  A Synthetic Biology Framework for Programming Eukaryotic Transcription Functions , 2012, Cell.

[61]  Boris N Kholodenko,et al.  Toggle switches, pulses and oscillations are intrinsic properties of the Src activation/deactivation cycle , 2009, The FEBS journal.

[62]  Reka Albert,et al.  Biological switches and clocks , 2008, Journal of The Royal Society Interface.

[63]  J. Sambrook,et al.  Molecular Cloning: A Laboratory Manual , 2001 .

[64]  D. Hanahan Studies on transformation of Escherichia coli with plasmids. , 1983, Journal of molecular biology.

[65]  I. Zhulin,et al.  Origins and Diversification of a Complex Signal Transduction System in Prokaryotes , 2010, Science Signaling.

[66]  Francesc Posas,et al.  Activation of the yeast SSK2 MAP kinase kinase kinase by the SSK1 two‐component response regulator , 1998, The EMBO journal.

[67]  A. Ninfa,et al.  Use of two-component signal transduction systems in the construction of synthetic genetic networks. , 2010, Current opinion in microbiology.