Protein sequestration versus Hill-type repression in circadian clock models.

Circadian (∼24 h) clocks are self-sustained endogenous oscillators with which organisms keep track of daily and seasonal time. Circadian clocks frequently rely on interlocked transcriptional-translational feedback loops to generate rhythms that are robust against intrinsic and extrinsic perturbations. To investigate the dynamics and mechanisms of the intracellular feedback loops in circadian clocks, a number of mathematical models have been developed. The majority of the models use Hill functions to describe transcriptional repression in a way that is similar to the Goodwin model. Recently, a new class of models with protein sequestration-based repression has been introduced. Here, the author discusses how this new class of models differs dramatically from those based on Hill-type repression in several fundamental aspects: conditions for rhythm generation, robust network designs and the periods of coupled oscillators. Consistently, these fundamental properties of circadian clocks also differ among Neurospora, Drosophila, and mammals depending on their key transcriptional repression mechanisms (Hill-type repression or protein sequestration). Based on both theoretical and experimental studies, this review highlights the importance of careful modelling of transcriptional repression mechanisms in molecular circadian clocks.

[1]  E. Siggia,et al.  Temperature compensation and temperature sensation in the circadian clock , 2015, Proceedings of the National Academy of Sciences.

[2]  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 .

[3]  C. Weitz,et al.  Feedback Regulation of Transcriptional Termination by the Mammalian Circadian Clock PERIOD Complex , 2012, Science.

[4]  Mathias Foo,et al.  Kernel Architecture of the Genetic Circuitry of the Arabidopsis Circadian System , 2016, PLoS Comput. Biol..

[5]  R. D. Bliss,et al.  Role of feedback inhibition in stabilizing the classical operon. , 1982, Journal of theoretical biology.

[6]  Kresimir Josic,et al.  Engineered temperature compensation in a synthetic genetic clock , 2014, Proceedings of the National Academy of Sciences.

[7]  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.

[8]  P. Ruoff,et al.  The Goodwin model: simulating the effect of light pulses on the circadian sporulation rhythm of Neurospora crassa. , 2001, Journal of theoretical biology.

[9]  Daniel B. Forger,et al.  Emergence of Noise-Induced Oscillations in the Central Circadian Pacemaker , 2010, PLoS biology.

[10]  J. Griffith Mathematics of cellular control processes. II. Positive feedback to one gene. , 1968, Journal of theoretical biology.

[11]  Michael W Young,et al.  Cycling vrille Expression Is Required for a Functional Drosophila Clock , 1999, Cell.

[12]  Didier Gonze,et al.  Modeling circadian clocks: From equations to oscillations , 2011, Central European Journal of Biology.

[13]  Yoshiyuki Sakaki,et al.  Temporal Precision in the Mammalian Circadian System: A Reliable Clock from Less Reliable Neurons , 2004, Journal of biological rhythms.

[14]  P Achermann,et al.  Modeling Circadian Rhythm Generation in the Suprachiasmatic Nucleus with Locally Coupled Self-Sustained Oscillators: Phase Shifts and Phase Response Curves , 1999, Journal of biological rhythms.

[15]  D. Bechtold,et al.  Setting Clock Speed in Mammals: The CK1ɛ tau Mutation in Mice Accelerates Circadian Pacemakers by Selectively Destabilizing PERIOD Proteins , 2008, Neuron.

[16]  C. Johnson,et al.  Cycling of CRYPTOCHROME Proteins Is Not Necessary for Circadian-Clock Function in Mammalian Fibroblasts , 2007, Current Biology.

[17]  T. Wager,et al.  Modeling and Validating Chronic Pharmacological Manipulation of Circadian Rhythms , 2013, CPT: pharmacometrics & systems pharmacology.

[18]  Peter C. St. John,et al.  Identification of Small Molecule Activators of Cryptochrome , 2012, Science.

[19]  M. Rosbash,et al.  Dynamic PER repression mechanisms in the Drosophila circadian clock: from on-DNA to off-DNA. , 2010, Genes & development.

[20]  H. Shu,et al.  Light-independent Phosphorylation of WHITE COLLAR-1 Regulates Its Function in the Neurospora Circadian Negative Feedback Loop* , 2005, Journal of Biological Chemistry.

[21]  Steven M. Reppert,et al.  Posttranslational Mechanisms Regulate the Mammalian Circadian Clock , 2001, Cell.

[22]  A. Lamouroux,et al.  The E3 ubiquitin ligase CTRIP controls CLOCK levels and PERIOD oscillations in Drosophila , 2011, EMBO reports.

[23]  R Heinrich,et al.  Analysing the robustness of cellular rhythms. , 2005, Systems biology.

[24]  T. Takumi,et al.  The orphan nuclear receptor RORα regulates circadian transcription of the mammalian core-clock Bmal1 , 2005, Nature Structural &Molecular Biology.

[25]  John J. Tyson,et al.  Existence of periodic solutions for negative feedback cellular control systems , 1977 .

[26]  Alexander E. Kel,et al.  Bifurcation analysis of the regulatory modules of the mammalian G1/S transition , 2004, Bioinform..

[27]  David K Welsh,et al.  Suprachiasmatic nucleus: cell autonomy and network properties. , 2010, Annual review of physiology.

[28]  Michael Brunner,et al.  Transcriptional Feedback of Neurospora Circadian Clock Gene by Phosphorylation-Dependent Inactivation of Its Transcription Factor , 2005, Cell.

[29]  Paul François,et al.  Core genetic module: the mixed feedback loop. , 2005, Physical review. E, Statistical, nonlinear, and soft matter physics.

[30]  M. Bennett,et al.  A fast, robust, and tunable synthetic gene oscillator , 2008, Nature.

[31]  Achim Kramer,et al.  Tuning the Mammalian Circadian Clock: Robust Synergy of Two Loops , 2011, PLoS Comput. Biol..

[32]  S. Leibler,et al.  Biological rhythms: Circadian clocks limited by noise , 2000, Nature.

[33]  J. Dunlap,et al.  Negative feedback defining a circadian clock: autoregulation of the clock gene frequency. , 1994, Science.

[34]  Stephanie R. Taylor,et al.  Synchrony and entrainment properties of robust circadian oscillators , 2008, Journal of The Royal Society Interface.

[35]  Hanspeter Herzel,et al.  How to Achieve Fast Entrainment? The Timescale to Synchronization , 2009, PloS one.

[36]  H. Herzel,et al.  How coupling determines the entrainment of circadian clocks , 2011, 1107.5137.

[37]  Stephanie R. Taylor,et al.  Inhibitory and excitatory networks balance cell coupling in the suprachiasmatic nucleus: A modeling approach. , 2016, Journal of theoretical biology.

[38]  Hiroshi Momiji,et al.  Dissecting the dynamics of the Hes1 genetic oscillator. , 2008, Journal of theoretical biology.

[39]  Andrew J. Millar,et al.  Modelling the widespread effects of TOC1 signalling on the plant circadian clock and its outputs , 2013, BMC Systems Biology.

[40]  C. Thron,et al.  A model for a bistable biochemical trigger of mitosis. , 1996, Biophysical chemistry.

[41]  Davit A Potoyan,et al.  On the dephasing of genetic oscillators , 2013, Proceedings of the National Academy of Sciences.

[42]  Satchidananda Panda,et al.  Network Features of the Mammalian Circadian Clock , 2009, PLoS biology.

[43]  Choogon Lee,et al.  Stoichiometric Relationship among Clock Proteins Determines Robustness of Circadian Rhythms* , 2011, The Journal of Biological Chemistry.

[44]  Joseph S. Takahashi,et al.  A tunable artificial circadian clock in clock-defective mice , 2015, Nature Communications.

[45]  Nicholas C. Foley,et al.  Gates and Oscillators: A Network Model of the Brain Clock , 2003, Journal of biological rhythms.

[46]  J. F. Feldman,et al.  The frq locus in Neurospora crassa: a key element in circadian clock organization. , 1980, Genetics.

[47]  Role of DNA binding sites and slow unbinding kinetics in titration-based oscillators. , 2015, Physical review. E, Statistical, nonlinear, and soft matter physics.

[48]  Andrew W. Murray,et al.  Cyclin synthesis drives the early embryonic cell cycle , 1989, Nature.

[49]  J. Takahashi,et al.  Molecular architecture of the mammalian circadian clock. , 2014, Trends in cell biology.

[50]  Didier Gonze,et al.  Modeling circadian clocks: Roles, advantages, and limitations , 2011, Central European Journal of Biology.

[51]  J. Tyson,et al.  Models in biology: lessons from modeling regulation of the eukaryotic cell cycle , 2015, BMC Biology.

[52]  A. Goldbeter A model for circadian oscillations in the Drosophila period protein (PER) , 1995, Proceedings of the Royal Society of London. Series B: Biological Sciences.

[53]  Julian Lewis Autoinhibition with Transcriptional Delay A Simple Mechanism for the Zebrafish Somitogenesis Oscillator , 2003, Current Biology.

[54]  H. Ueda,et al.  A design principle for a posttranslational biochemical oscillator. , 2012, Cell reports.

[55]  D. Golombek,et al.  Physiology of circadian entrainment. , 2010, Physiological reviews.

[56]  A. Goldbeter,et al.  Modelling the dual role of Per phosphorylation and its effect on the period and phase of the mammalian circadian clock. , 2011, IET systems biology.

[57]  M. A. Henson,et al.  A molecular model for intercellular synchronization in the mammalian circadian clock. , 2007, Biophysical journal.

[58]  D. Kulasiri,et al.  Modelling Circadian Rhythms in Drosophila and Investigation of VRI and PDP1 Feedback Loops Using a New Mathematical Model , 2008 .

[59]  P. Ruoff,et al.  Circadian rhythms and protein turnover: The effect of temperature on the period lengths of clock mutants simulated by the Goodwin oscillator , 1996, Die Naturwissenschaften.

[60]  Paolo Sassone-Corsi,et al.  Metabolism and cancer: the circadian clock connection , 2009, Nature Reviews Cancer.

[61]  Sookkyung Lim,et al.  Mathematical modeling and validation of glucose compensation of the neurospora circadian clock. , 2015, Biophysical journal.

[62]  Michael W. Young,et al.  vrille, Pdp1, and dClock Form a Second Feedback Loop in the Drosophila Circadian Clock , 2003, Cell.

[63]  E. Winfree,et al.  Synthetic in vitro transcriptional oscillators , 2011, Molecular systems biology.

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

[65]  Serge Daan,et al.  A functional analysis of circadian pacemakers in nocturnal rodents , 1976, Journal of comparative physiology.

[66]  Erik De Schutter,et al.  GABA-mediated repulsive coupling between circadian clock neurons in the SCN encodes seasonal time , 2015, Proceedings of the National Academy of Sciences.

[67]  Joseph S. Takahashi,et al.  Circadian Mutant Overtime Reveals F-box Protein FBXL3 Regulation of Cryptochrome and Period Gene Expression , 2007, Cell.

[68]  Francis J. Doyle,et al.  Intercellular Coupling Confers Robustness against Mutations in the SCN Circadian Clock Network , 2007, Cell.

[69]  Daniel B. Forger,et al.  It is not the parts, but how they interact that determines the behaviour of circadian rhythms across scales and organisms , 2014, Interface Focus.

[70]  Samuel Bernard,et al.  Tumor Growth Rate Determines the Timing of Optimal Chronomodulated Treatment Schedules , 2010, PLoS Comput. Biol..

[71]  Didier Gonze,et al.  The Goodwin Model: Behind the Hill Function , 2013, PloS one.

[72]  S. Daan,et al.  Two coupled oscillators: simulations of the circadian pacemaker in mammalian activity rhythms. , 1978, Journal of theoretical biology.

[73]  Albert Goldbeter,et al.  Modeling the segmentation clock as a network of coupled oscillations in the Notch, Wnt and FGF signaling pathways. , 2008, Journal of theoretical biology.

[74]  Christian I. Hong,et al.  Robustness and period sensitivity analysis of minimal models for biochemical oscillators , 2015, Scientific Reports.

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

[76]  P. Hardin,et al.  Phosphorylation of a Central Clock Transcription Factor Is Required for Thermal but Not Photic Entrainment , 2014, PLoS genetics.

[77]  M. W. Young,et al.  Kinetics of Doubletime Kinase-dependent Degradation of the Drosophila Period Protein* , 2011, The Journal of Biological Chemistry.

[78]  Terence Hwa,et al.  Transcriptional regulation by the numbers: models. , 2005, Current opinion in genetics & development.

[79]  K Kume,et al.  Interacting molecular loops in the mammalian circadian clock. , 2000, Science.

[80]  Yoh Iwasa,et al.  Saturation of Enzyme Kinetics in Circadian Clock Models , 2002, Journal of biological rhythms.

[81]  A. Goldbeter,et al.  Systems biology of cellular rhythms , 2012, FEBS letters.

[82]  T. Roenneberg,et al.  Modelling Biological Rhythms , 2008, Current Biology.

[83]  Achim Kramer,et al.  Global parameter search reveals design principles of the mammalian circadian clock , 2008, BMC Systems Biology.

[84]  Peter Krusche,et al.  Phase locking and multiple oscillating attractors for the coupled mammalian clock and cell cycle , 2014, Proceedings of the National Academy of Sciences.

[85]  Hava T. Siegelmann,et al.  Circadian synchrony in networks of protein rhythm driven neurons , 2006, Complex..

[86]  José Halloy,et al.  Stochastic models for circadian rhythms: effect of molecular noise on periodic and chaotic behaviour. , 2003, Comptes rendus biologies.

[87]  Francis J Doyle,et al.  A model of the cell-autonomous mammalian circadian clock , 2009, Proceedings of the National Academy of Sciences.

[88]  A. Goldbeter,et al.  Robustness of circadian rhythms with respect to molecular noise , 2002, Proceedings of the National Academy of Sciences of the United States of America.

[89]  Sanyi Tang,et al.  Isoform switching facilitates period control in the Neurospora crassa circadian clock , 2008, Molecular systems biology.

[90]  Jihwan Myung,et al.  Distinct roles for GABA across multiple timescales in mammalian circadian timekeeping , 2015, Proceedings of the National Academy of Sciences.

[91]  T. Zhou,et al.  A computational model clarifies the roles of positive and negative feedback loops in the Drosophila circadian clock , 2010 .

[92]  U. Schibler,et al.  The mammalian circadian timing system: organization and coordination of central and peripheral clocks. , 2010, Annual review of physiology.

[93]  John J. Tyson,et al.  The Dynamics of Feedback Control Circuits in Biochemical Pathways , 1978 .

[94]  She Chen,et al.  Protein kinase A and casein kinases mediate sequential phosphorylation events in the circadian negative feedback loop. , 2007, Genes & development.

[95]  Gencer Sancar,et al.  Metabolic compensation of the Neurospora clock by a glucose-dependent feedback of the circadian repressor CSP1 on the core oscillator. , 2012, Genes & development.

[96]  U Alon,et al.  Generation of oscillations by the p53-Mdm2 feedback loop: a theoretical and experimental study. , 2000, Proceedings of the National Academy of Sciences of the United States of America.

[97]  H. Herzel,et al.  Positive Feedback Promotes Oscillations in Negative Feedback Loops , 2014, PLoS ONE.

[98]  Daniel B. Forger,et al.  A mechanism for robust circadian timekeeping via stoichiometric balance , 2012, Molecular systems biology.

[99]  P. Ruoff,et al.  Closing the circadian negative feedback loop: FRQ-dependent clearance of WC-1 from the nucleus. , 2008, Genes & development.

[100]  Erik D Herzog,et al.  Vasoactive intestinal polypeptide requires parallel changes in adenylate cyclase and phospholipase C to entrain circadian rhythms to a predictable phase. , 2011, Journal of neurophysiology.

[101]  Polly Yingshan Hsu,et al.  Wheels within wheels: the plant circadian system. , 2014, Trends in plant science.

[102]  Tom Misteli,et al.  Computational Cell Biology , 2018, Methods in Molecular Biology.

[103]  Satchidananda Panda,et al.  Regulation of Circadian Behavior and Metabolism by Rev-erbα and Rev-erbβ , 2012, Nature.

[104]  Heinz Koeppl,et al.  Effect of Network Architecture on Synchronization and Entrainment Properties of the Circadian Oscillations in the Suprachiasmatic Nucleus , 2012, PLoS Comput. Biol..

[105]  Felix Naef,et al.  Dynamical signatures of cellular fluctuations and oscillator stability in peripheral circadian clocks , 2007, Molecular systems biology.

[106]  P. Lakin-Thomas,et al.  Amplitude Model for the Effects of Mutations and Temperature on Period and Phase Resetting of the Neurospora Circadian Oscillator , 1991, Journal of biological rhythms.

[107]  Albert Goldbeter,et al.  Amplitude of circadian oscillations entrained by 24-h light-dark cycles. , 2006, Journal of theoretical biology.

[108]  Y. Iwasa,et al.  Temperature compensation in circadian clock models. , 2005, Journal of theoretical biology.

[109]  Achim Kramer,et al.  Synchronization-Induced Rhythmicity of Circadian Oscillators in the Suprachiasmatic Nucleus , 2007, PLoS Comput. Biol..

[110]  Kwang-Hyun Cho,et al.  537 Short Report , 2022 .

[111]  Kenzo Hirose,et al.  Intercellular coupling mechanism for synchronized and noise-resistant circadian oscillators. , 2002, Journal of theoretical biology.

[112]  Michael A. Henson,et al.  A Multiscale Model to Investigate Circadian Rhythmicity of Pacemaker Neurons in the Suprachiasmatic Nucleus , 2010, PLoS Comput. Biol..

[113]  J. Stelling,et al.  A tunable synthetic mammalian oscillator , 2009, Nature.

[114]  Jihwan Myung,et al.  A Novel Protein, CHRONO, Functions as a Core Component of the Mammalian Circadian Clock , 2014, PLoS biology.

[115]  Ook Joon Yoo,et al.  PERIOD2::LUCIFERASE real-time reporting of circadian dynamics reveals persistent circadian oscillations in mouse peripheral tissues. , 2004, Proceedings of the National Academy of Sciences of the United States of America.

[116]  Min Zhou,et al.  A Period2 Phosphoswitch Regulates and Temperature Compensates Circadian Period. , 2015, Molecular cell.

[117]  C. Robertson McClung,et al.  Integrating circadian dynamics with physiological processes in plants , 2015, Nature Reviews Genetics.

[118]  Erik D Herzog,et al.  Multicellular model for intercellular synchronization in circadian neural networks. , 2011, Biophysical journal.

[119]  C. Weitz,et al.  Specificity in circadian clock feedback from targeted reconstitution of the NuRD corepressor. , 2014, Molecular cell.

[120]  S. Bernard,et al.  Spontaneous synchronization of coupled circadian oscillators. , 2005, Biophysical journal.

[121]  C. Thron,et al.  Bistable biochemical switching and the control of the events of the cell cycle* , 1997, Oncogene.

[122]  Erik D. Herzog,et al.  Vasoactive Intestinal Polypeptide Mediates Circadian Rhythms in Mammalian Olfactory Bulb and Olfaction , 2014, The Journal of Neuroscience.

[123]  A. Sancar,et al.  Dual modes of CLOCK:BMAL1 inhibition mediated by Cryptochrome and Period proteins in the mammalian circadian clock , 2014, Genes & development.

[124]  Aziz Sancar,et al.  Biochemical Analysis of the Canonical Model for the Mammalian Circadian Clock* , 2011, The Journal of Biological Chemistry.

[125]  Yi Liu,et al.  Molecular mechanism of light responses in Neurospora: from light-induced transcription to photoadaptation. , 2005, Genes & development.

[126]  J. Mallet-Paret,et al.  The Poincare-Bendixson theorem for monotone cyclic feedback systems , 1990 .

[127]  A. C. Liu,et al.  Cryptochrome 1 regulates the circadian clock through dynamic interactions with the BMAL1 C-terminus , 2015, Nature Structural &Molecular Biology.

[128]  Daisuke Ono,et al.  Cryptochromes are critical for the development of coherent circadian rhythms in the mouse suprachiasmatic nucleus , 2013, Nature Communications.

[129]  Nicolas E. Buchler,et al.  Molecular titration and ultrasensitivity in regulatory networks. , 2008, Journal of molecular biology.

[130]  Scott M. Dudek,et al.  VRILLE Feeds Back to Control Circadian Transcription of Clock in the Drosophila Circadian Oscillator , 2003, Neuron.

[131]  P. Ruoff,et al.  The control of the controller: molecular mechanisms for robust perfect adaptation and temperature compensation. , 2009, Biophysical journal.

[132]  Yuhong Yang,et al.  CKI and CKII mediate the FREQUENCY-dependent phosphorylation of the WHITE COLLAR complex to close the Neurospora circadian negative feedback loop. , 2006, Genes & development.

[134]  Seung-Hee Yoo,et al.  Rhythmic PER abundance defines a critical nodal point for negative feedback within the circadian clock mechanism. , 2009, Molecular cell.

[135]  Hanspeter Herzel,et al.  Quantification of Circadian Rhythms in Single Cells , 2009, PLoS Comput. Biol..

[136]  Eduardo D. Sontag,et al.  Diagonal stability of a class of cyclic systems and its connection with the secant criterion , 2006, Autom..

[137]  Daniel B. Forger,et al.  Signal processing in cellular clocks , 2011, Proceedings of the National Academy of Sciences.

[138]  James E. Ferrell,et al.  Systems-Level Dissection of the Cell-Cycle Oscillator: Bypassing Positive Feedback Produces Damped Oscillations , 2005, Cell.

[139]  R. Milo,et al.  Oscillations and variability in the p53 system , 2006, Molecular systems biology.

[140]  Jay C Dunlap,et al.  The circadian clock of Neurospora crassa. , 2012, FEMS microbiology reviews.

[141]  Matthew R. Bennett,et al.  Emergent genetic oscillations in a synthetic microbial consortium , 2015, Science.

[142]  T Pavlidis What do mathematical models tell us about circadian clocks? , 1978, Bulletin of mathematical biology.

[143]  A. Scialdone,et al.  How plants manage food reserves at night: quantitative models and open questions , 2015, Front. Plant Sci..

[144]  Peter Ruoff,et al.  PER/TIM-mediated amplification, gene dosage effects and temperature compensation in an interlocking-feedback loop model of the Drosophila circadian clock. , 2005, Journal of theoretical biology.

[145]  L. Miraglia,et al.  A Functional Genomics Strategy Reveals Rora as a Component of the Mammalian Circadian Clock , 2004, Neuron.

[146]  Hanspeter Herzel,et al.  Coupling governs entrainment range of circadian clocks , 2010, Molecular systems biology.

[147]  P. Hardin,et al.  PDP1ε Functions Downstream of the Circadian Oscillator to Mediate Behavioral Rhythms , 2007, The Journal of Neuroscience.

[148]  Elizabeth Van Itallie,et al.  Modeling synthetic gene oscillators. , 2012, Mathematical biosciences.

[149]  O. Pourquié,et al.  Avian hairy Gene Expression Identifies a Molecular Clock Linked to Vertebrate Segmentation and Somitogenesis , 1997, Cell.

[150]  Michael C. Tackenberg,et al.  Manipulating circadian clock neuron firing rate resets molecular circadian rhythms and behavior , 2015, Nature Neuroscience.

[151]  Thomas Erneux,et al.  The Goodwin model revisited: Hopf bifurcation, limit-cycle, and periodic entrainment , 2014, Physical biology.

[152]  A. Millar,et al.  The clock gene circuit in Arabidopsis includes a repressilator with additional feedback loops , 2012, Molecular systems biology.

[153]  Albert Goldbeter,et al.  Circadian rhythms and molecular noise. , 2006, Chaos.

[154]  A. Goldbeter,et al.  A Model for Circadian Rhythms in Drosophila Incorporating the Formation of a Complex between the PER and TIM Proteins , 1998, Journal of biological rhythms.

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

[156]  Richard E. Kronauer,et al.  Quantifying Human Circadian Pacemaker Response to Brief, Extended, and Repeated Light Stimuli over the Phototopic Range , 1999, Journal of biological rhythms.

[157]  Ueli Schibler,et al.  The Orphan Nuclear Receptor REV-ERBα Controls Circadian Transcription within the Positive Limb of the Mammalian Circadian Oscillator , 2002, Cell.

[158]  Daniel B. Forger,et al.  A detailed predictive model of the mammalian circadian clock , 2003, Proceedings of the National Academy of Sciences of the United States of America.

[159]  B. Lee,et al.  BMAL1 Shuttling Controls Transactivation and Degradation of the CLOCK/BMAL1 Heterodimer , 2006, Molecular and Cellular Biology.

[160]  Logan J Everett,et al.  Rev-erbα and Rev-erbβ coordinately protect the circadian clock and normal metabolic function. , 2012, Genes & development.

[161]  Guangsen Shi,et al.  An intensity ratio of interlocking loops determines circadian period length , 2014, Nucleic acids research.

[162]  Peter Ruoff,et al.  Temperature compensation through systems biology , 2007, The FEBS journal.

[163]  A. Goldbeter,et al.  Modeling the molecular regulatory mechanism of circadian rhythms in Drosophila. , 2000, BioEssays : news and reviews in molecular, cellular and developmental biology.

[164]  Daehee Hwang,et al.  Balanced nucleocytosolic partitioning defines a spatial network to coordinate circadian physiology in plants. , 2013, Developmental cell.

[165]  John J Tyson,et al.  A proposal for robust temperature compensation of circadian rhythms , 2007, Proceedings of the National Academy of Sciences.

[166]  Krešimir Josić,et al.  Molecular mechanisms that regulate the coupled period of the mammalian circadian clock. , 2014, Biophysical journal.

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

[168]  L Glass,et al.  Discontinuities in phase-resetting experiments. , 1984, The American journal of physiology.

[169]  Erik D Herzog,et al.  Vasoactive intestinal polypeptide mediates circadian rhythmicity and synchrony in mammalian clock neurons , 2005, Nature Neuroscience.

[170]  P. Hardin,et al.  Circadian rhythms from multiple oscillators: lessons from diverse organisms , 2005, Nature Reviews Genetics.

[171]  J. Tyson,et al.  A simple model of circadian rhythms based on dimerization and proteolysis of PER and TIM. , 1999, Biophysical journal.

[172]  Raja Jothi,et al.  RORγ directly regulates the circadian expression of clock genes and downstream targets in vivo , 2012, Nucleic acids research.

[173]  Erik D Herzog,et al.  Small-World Network Models of Intercellular Coupling Predict Enhanced Synchronization in the Suprachiasmatic Nucleus , 2009, Journal of biological rhythms.

[174]  H. Herzel,et al.  Modeling feedback loops of the Mammalian circadian oscillator. , 2004, Biophysical journal.

[175]  D. Rand,et al.  Isoform switching facilitates period control in the Neurospora crassa circadian clock , 2008, Molecular Systems Biology.

[176]  Erik D. Herzog,et al.  GABA Networks Destabilize Genetic Oscillations in the Circadian Pacemaker , 2013, Neuron.

[177]  Jean-Marc Schwartz,et al.  Comprehensive Modelling of the Neurospora Circadian Clock and Its Temperature Compensation , 2012, PLoS Comput. Biol..

[178]  Jae Kyoung Kim,et al.  Mechanisms That Enhance Sustainability of p53 Pulses , 2013, PloS one.

[179]  M. Dubocovich,et al.  Behavioral characterization and modulation of circadian rhythms by light and melatonin in C3H/HeN mice homozygous for the RORbeta knockout. , 2007, American journal of physiology. Regulatory, integrative and comparative physiology.

[180]  Jeffrey C. Hall,et al.  Feedback of the Drosophila period gene product on circadian cycling of its messenger RNA levels , 1990, Nature.

[181]  Peter Achermann,et al.  Simulation of circadian rhythm generation in the suprachiasmatic nucleus with locally coupled self-sustained oscillators. , 2003, Journal of theoretical biology.

[182]  S. Leibler,et al.  Mechanisms of noise-resistance in genetic oscillators , 2002, Proceedings of the National Academy of Sciences of the United States of America.

[183]  A Goldbeter,et al.  Temperature compensation of circadian rhythms: control of the period in a model for circadian oscillations of the per protein in Drosophila. , 1997, Chronobiology international.

[184]  O. Pourquié The Segmentation Clock: Converting Embryonic Time into Spatial Pattern , 2003, Science.

[185]  Steve A. Kay,et al.  Redundant Function of REV-ERBα and β and Non-Essential Role for Bmal1 Cycling in Transcriptional Regulation of Intracellular Circadian Rhythms , 2008, PLoS genetics.

[186]  Z. Cheng,et al.  Cell fate decision mediated by p53 pulses , 2009, Proceedings of the National Academy of Sciences.

[187]  J. W. Hastings,et al.  ON THE MECHANISM OF TEMPERATURE INDEPENDENCE IN A BIOLOGICAL CLOCK. , 1957, Proceedings of the National Academy of Sciences of the United States of America.

[188]  A. Goldbeter,et al.  Toward a detailed computational model for the mammalian circadian clock , 2003, Proceedings of the National Academy of Sciences of the United States of America.

[189]  C. D. Thron The secant condition for instability in biochemical feedback control—II. Models with upper Hessenberg Jacobian matrices , 1991 .

[190]  Steven A. Brown,et al.  (Re)inventing the circadian feedback loop. , 2012, Developmental cell.

[191]  M S Turner,et al.  Modelling genetic networks with noisy and varied experimental data: the circadian clock in Arabidopsis thaliana. , 2005, Journal of theoretical biology.

[192]  Y. Yamada,et al.  Multiscale complexity in the mammalian circadian clock. , 2010, Current opinion in genetics & development.

[193]  A. Winfree The geometry of biological time , 1991 .

[194]  Choogon Lee,et al.  Essential roles of CKIδ and CKIε in the mammalian circadian clock , 2009, Proceedings of the National Academy of Sciences of the United States of America.

[195]  Till Roenneberg,et al.  Demasking biological oscillators: properties and principles of entrainment exemplified by the Neurospora circadian clock. , 2005, Proceedings of the National Academy of Sciences of the United States of America.

[196]  J Halloy,et al.  Deterministic Versus Stochastic Models for Circadian Rhythms , 2002, Journal of biological physics.

[197]  Sungho Hong,et al.  Period Coding of Bmal1 Oscillators in the Suprachiasmatic Nucleus , 2012, The Journal of Neuroscience.