Biochemical oscillations in delayed negative cyclic feedback: Existence and profiles

In this paper, we propose a theoretical framework to systematically analyze the existence and the profiles of chemical oscillations in gene regulatory networks with negative cyclic feedback. In particular, we analytically derive the existence conditions and the profiles of oscillations in terms of reaction kinetic parameters and reveal dimensionless quantities that essentially characterize the oscillatory dynamics. These discoveries then allow us to provide general biological insights that are useful for the design of synthetic gene circuits and wet-lab experiments. We point out that time delays due to splicing and transport play an important role for both of the existence and the profiles of oscillations. To this end, we first show that local instability leads to oscillations in cyclic gene regulatory networks, and we derive the existence conditions based on local instability analysis. Then, we analyze the period, phase and amplitude of oscillations using multivariable harmonic balance analysis. These results are demonstrated with two existing biochemical networks, the Pentilator and a self-repression network of a Hes protein.

[1]  K. Sneppen,et al.  Sustained oscillations and time delays in gene expression of protein Hes1 , 2003, FEBS letters.

[2]  Shinji Hara,et al.  LTI Systems with Generalized Frequency Variables: A Unified Framework for Homogeneous Multi-agent Dynamical Systems , 2009 .

[3]  Benjamin L Turner,et al.  Supporting Online Material Materials and Methods Som Text Figs. S1 to S3 Table S1 References Robust, Tunable Biological Oscillations from Interlinked Positive and Negative Feedback Loops , 2022 .

[4]  G. Sell,et al.  THE POINCARE-BENDIXSON THEOREM FOR MONOTONE CYCLIC FEEDBACK SYSTEMS WITH DELAY , 1996 .

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

[6]  B. Goodwin Oscillatory behavior in enzymatic control processes. , 1965, Advances in enzyme regulation.

[7]  T. Ohtsuka,et al.  Intronic delay is essential for oscillatory expression in the segmentation clock , 2011, Proceedings of the National Academy of Sciences.

[8]  Ryoichiro Kageyama,et al.  Instability of Hes7 protein is crucial for the somite segmentation clock , 2004, Nature Genetics.

[9]  G. Enciso,et al.  A dichotomy for a class of cyclic delay systems. , 2006, Mathematical biosciences.

[10]  Luonan Chen,et al.  Modelling periodic oscillation in gene regulatory networks by cyclic feedback systems , 2005, Bulletin of mathematical biology.

[11]  Shinji Hara,et al.  Biochemical Oscillations in Delayed Negative Cyclic Feedback: Harmonic Balance Analysis with Applications , 2012, ArXiv.

[12]  Uri Alon,et al.  Dynamics of the p53-Mdm2 feedback loop in individual cells , 2004, Nature Genetics.

[13]  Hal L. Smith,et al.  Oscillations and multiple steady states in a cyclic gene model with repression , 1987, Journal of mathematical biology.

[14]  Shinji Hara,et al.  Existence criteria of periodic oscillations in cyclic gene regulatory networks , 2011, Autom..

[15]  J. Tyson On the existence of oscillatory solutions in negative feedback cellular control processes , 1975 .

[16]  P. Rapp,et al.  Analysis of biochemical phase shift oscillators by a harmonic balancing technique , 1976, Journal of mathematical biology.

[17]  Shinji Hara,et al.  Existence of Oscillations in Cyclic Gene Regulatory Networks with Time Delay , 2012, ArXiv.

[18]  Tetsuya Iwasaki,et al.  Multivariable harmonic balance for central pattern generators , 2008, Autom..

[19]  H. Othmer,et al.  The effects of cell density and metabolite flux on cellular dynamics , 1978, Journal of mathematical biology.

[20]  M. Khammash,et al.  Repressilators and promotilators: loop dynamics in synthetic gene networks , 2005, Proceedings of the 2005, American Control Conference, 2005..

[21]  J. Nedelman,et al.  Inference for an age-dependent, multitype branching-process model of mast cells , 1987, Journal of mathematical biology.

[22]  Shinji Hara,et al.  Time delay effects on oscillation profiles in cyclic gene regulatory networks: Harmonic balance approach , 2011, Proceedings of the 2011 American Control Conference.

[23]  K. Aihara,et al.  Stability of genetic regulatory networks with time delay , 2002 .

[24]  Shinji Hara,et al.  Existence conditions for oscillations in cyclic gene regulatory networks with time delay , 2010, 2010 IEEE International Conference on Control Applications.

[25]  N. Monk Oscillatory Expression of Hes1, p53, and NF-κB Driven by Transcriptional Time Delays , 2003, Current Biology.

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

[27]  C. Thron The secant condition for instability in biochemical feedback control—I. The role of cooperativity and saturability , 1991 .