Exact analysis of intrinsic qualitative features of phosphorelays using mathematical models.

Phosphorelays are a class of signaling mechanisms used by cells to respond to changes in their environment. Phosphorelays (of which two-component systems constitute a special case) are particularly abundant in prokaryotes and have been shown to be involved in many fundamental processes such as stress response, osmotic regulation, virulence, and chemotaxis. We develop a general model of phosphorelays extending existing models of phosphorelays and two-component systems. We analyze the model analytically under the assumption of mass-action kinetics and prove that a phosphorelay has a unique stable steady-state. Furthermore, we derive explicit functions relating stimulus to the response in any layer of a phosphorelay and show that a limited degree of ultrasensitivity in the bottom layer of a phosphorelay is an intrinsic feature which does not depend on any reaction rates or substrate amounts. On the other hand, we show how adjusting reaction rates and substrate amounts may lead to higher degrees of ultrasensitivity in intermediate layers. The explicit formulas also enable us to prove how the response changes with alterations in stimulus, kinetic parameters, and substrate amounts. Aside from providing biological insight, the formulas may also be used to replace the time-consuming simulations in numerical analyses.

[1]  A. U.S Ultrasensitivity in Biochemical Systems Controlled by Covalent Modification , 2022 .

[2]  C. Wiuf,et al.  Signaling Cascades: Consequences of Varying Substrate and Phosphatase Levels , 2022 .

[3]  Elisenda Feliu,et al.  Variable elimination in post-translational modification reaction networks with mass-action kinetics , 2011, Journal of mathematical biology.

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

[5]  J. Hoch,et al.  Deactivation of the sporulation transcription factor Spo0A by the Spo0E protein phosphatase. , 1994, Proceedings of the National Academy of Sciences of the United States of America.

[6]  B. Kholodenko,et al.  Signaling switches and bistability arising from multisite phosphorylation in protein kinase cascades , 2004, The Journal of cell biology.

[7]  Kwang-Hyun Cho,et al.  The multi-step phosphorelay mechanism of unorthodox two-component systems in E. coli realizes ultrasensitivity to stimuli while maintaining robustness to noises , 2006, Comput. Biol. Chem..

[8]  Jeremy Gunawardena,et al.  The geometry of multisite phosphorylation. , 2008, Biophysical journal.

[9]  Jeremy Gunawardena,et al.  Biological Systems Theory , 2010, Science.

[10]  P. Cohen,et al.  The regulation of protein function by multisite phosphorylation--a 25 year update. , 2000, Trends in biochemical sciences.

[11]  T. Mizuno,et al.  Compilation of all genes encoding two-component phosphotransfer signal transducers in the genome of Escherichia coli. , 1997, DNA research : an international journal for rapid publication of reports on genes and genomes.

[12]  J. Hoch,et al.  Initiation of sporulation in B. subtilis is controlled by a multicomponent phosphorelay , 1991, Cell.

[13]  M. Goulian,et al.  Robustness and the cycle of phosphorylation and dephosphorylation in a two-component regulatory system , 2003, Proceedings of the National Academy of Sciences of the United States of America.

[14]  M. Feinberg,et al.  Structural Sources of Robustness in Biochemical Reaction Networks , 2010, Science.

[15]  Alejandra C. Ventura,et al.  A Hidden Feedback in Signaling Cascades Is Revealed , 2008, PLoS Comput. Biol..

[16]  T. Silhavy,et al.  EnvZ controls the concentration of phosphorylated OmpR to mediate osmoregulation of the porin genes. , 1991, Journal of molecular biology.

[17]  J. Gunawardena Multisite protein phosphorylation makes a good threshold but can be a poor switch. , 2005, Proceedings of the National Academy of Sciences of the United States of America.

[18]  Tatsuya Maeda,et al.  A two-component system that regulates an osmosensing MAP kinase cascade in yeast , 1994, Nature.

[19]  S. Leibler,et al.  Robustness in simple biochemical networks , 1997, Nature.

[20]  T. Höfer,et al.  Versatile regulation of multisite protein phosphorylation by the order of phosphate processing and protein–protein interactions , 2007, The FEBS journal.

[21]  John J Tyson,et al.  Bistability by multiple phosphorylation of regulatory proteins. , 2009, Progress in biophysics and molecular biology.

[22]  Q. Ouyang,et al.  The yeast cell-cycle network is robustly designed. , 2003, Proceedings of the National Academy of Sciences of the United States of America.

[23]  Chi-Ying F. Huang,et al.  Ultrasensitivity in the mitogen-activated protein kinase cascade. , 1996, Proceedings of the National Academy of Sciences of the United States of America.

[24]  Jeremy Gunawardena,et al.  Distributivity and processivity in multisite phosphorylation can be distinguished through steady-state invariants. , 2007, Biophysical journal.

[25]  J. S. Parkinson,et al.  Signal Transduction via the Multi-Step Phosphorelay: Not Necessarily a Road Less Traveled , 1996, Cell.

[26]  Masaya Fujita,et al.  Evidence that entry into sporulation in Bacillus subtilis is governed by a gradual increase in the level and activity of the master regulator Spo0A. , 2005, Genes & development.

[27]  Jeremy Gunawardena,et al.  The rational parameterization theorem for multisite post-translational modification systems. , 2009, Journal of theoretical biology.

[28]  Elisenda Feliu,et al.  Enzyme-sharing as a cause of multi-stationarity in signalling systems , 2011, Journal of The Royal Society Interface.

[29]  Shane T. Jensen,et al.  The Spo0A regulon of Bacillus subtilis , 2003, Molecular microbiology.

[30]  Weiwen Zhang,et al.  Distribution and evolution of multiple-step phosphorelay in prokaryotes: lateral domain recruitment involved in the formation of hybrid-type histidine kinases. , 2005, Microbiology.

[31]  Nils Blüthgen,et al.  Effects of sequestration on signal transduction cascades , 2006, The FEBS journal.

[32]  Murad Banaji,et al.  Graph-theoretic criteria for injectivity and unique equilibria in general chemical reaction systems , 2008, Adv. Appl. Math..

[33]  David Angeli,et al.  Graph-theoretic characterizations of monotonicity of chemical networks in reaction coordinates , 2010, Journal of mathematical biology.

[34]  Jörg Raisch,et al.  Multistationarity in the activation of a MAPK: parametrizing the relevant region in parameter space. , 2008, Mathematical biosciences.

[35]  Eduardo Sontag,et al.  On the number of steady states in a multiple futile cycle , 2008, Journal of mathematical biology.

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

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

[38]  Eduardo Sontag,et al.  A Petri net approach to the study of persistence in chemical reaction networks. , 2006, Mathematical biosciences.

[39]  H Saito Histidine phosphorylation and two-component signaling in eukaryotic cells. , 2001, Chemical reviews.

[40]  J. Hoch Regulation of the phosphorelay and the initiation of sporulation in Bacillus subtilis. , 1993, Annual review of microbiology.

[41]  Allison M. Jones,et al.  Phosphorelay control of virulence gene expression in Bordetella. , 2003, Trends in microbiology.

[42]  J. Gunawardena,et al.  Unlimited multistability in multisite phosphorylation systems , 2009, Nature.

[43]  D. Koshland,et al.  Ultrasensitivity in biochemical systems controlled by covalent modification. Interplay between zero-order and multistep effects. , 1984, The Journal of biological chemistry.

[44]  J. Hoch,et al.  Protein aspartate phosphatases control the output of two-component signal transduction systems. , 1996, Trends in genetics : TIG.

[45]  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.

[46]  E. Hill Journal of Theoretical Biology , 1961, Nature.

[47]  V. Weiss,et al.  Signalling pathways in two-component phosphorelay systems. , 1999, Trends in microbiology.

[48]  Jeff F. Miller,et al.  Integration of multiple domains in a two‐component sensor protein: the Bordetella pertussis BvgAS phosphorelay. , 1996, The EMBO journal.

[49]  Uri Alon,et al.  Input–output robustness in simple bacterial signaling systems , 2007, Proceedings of the National Academy of Sciences.

[50]  R C Stewart,et al.  The two-component system. Regulation of diverse signaling pathways in prokaryotes and eukaryotes. , 1998, Plant physiology.

[51]  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.

[52]  Elisenda Feliu,et al.  Variable Elimination in Chemical Reaction Networks with Mass-Action Kinetics , 2011, SIAM J. Appl. Math..

[53]  Ann M Stock,et al.  Histidine kinases and response regulator proteins in two-component signaling systems. , 2001, Trends in biochemical sciences.

[54]  T. Höfer,et al.  Multisite protein phosphorylation – from molecular mechanisms to kinetic models , 2009, The FEBS journal.