Molecular mechanisms that regulate the coupled period of the mammalian circadian clock.

In mammals, most cells in the brain and peripheral tissues generate circadian (∼24 h) rhythms autonomously. These self-sustained rhythms are coordinated and entrained by a master circadian clock in the suprachiasmatic nucleus (SCN). Within the SCN, the individual rhythms of each neuron are synchronized through intercellular signaling. One important feature of SCN is that the synchronized period is close to the population mean of cells' intrinsic periods. In this way, the synchronized period of the SCN stays close to the periods of cells in peripheral tissues. This is important because the SCN must entrain cells throughout the body. However, the mechanism that drives the period of the coupled SCN cells to the population mean is not known. We use mathematical modeling and analysis to show that the mechanism of transcription repression in the intracellular feedback loop plays a pivotal role in regulating the coupled period. Specifically, we use phase response curve analysis to show that the coupled period within the SCN stays near the population mean if transcriptional repression occurs via protein sequestration. In contrast, the coupled period is far from the mean if repression occurs through highly nonlinear Hill-type regulation (e.g., oligomer- or phosphorylation-based repression), as widely assumed in previous mathematical models. Furthermore, we find that the timescale of intercellular coupling needs to be fast compared to that of intracellular feedback to maintain the mean period. These findings reveal the important relationship between the intracellular transcriptional feedback loop and intercellular coupling. This relationship explains why transcriptional repression appears to occur via protein sequestration in multicellular organisms, mammals, and Drosophila, in contrast with the phosphorylation-based repression in unicellular organisms and syncytia. That is, transition to protein sequestration is essential for synchronizing multiple cells with a period close to the population mean (∼24 h).

[1]  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.

[2]  A. Davidson,et al.  Dynamic Interactions Mediated by Nonredundant Signaling Mechanisms Couple Circadian Clock Neurons , 2013, Neuron.

[3]  Joseph S. Takahashi,et al.  Cell autonomy and synchrony of suprachiasmatic nucleus circadian oscillators , 2011, Trends in Neurosciences.

[4]  G. Bard Ermentrout,et al.  Synchronization in a pool of mutually coupled oscillators with random frequencies , 1985 .

[5]  Frank Jülicher,et al.  Intercellular Coupling Regulates the Period of the Segmentation Clock , 2010, Current Biology.

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

[7]  Gagandeep Kaur,et al.  Regulation of vasoactive intestinal polypeptide release in the suprachiasmatic nucleus circadian clock , 2010, Neuroreport.

[8]  John Rinzel,et al.  Dynamics of Spiking Neurons Connected by Both Inhibitory and Electrical Coupling , 2003, Journal of Computational Neuroscience.

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

[10]  N. Palacios,et al.  IGF-I and vasoactive intestinal peptide (VIP) regulate cAMP-response element-binding protein (CREB)-dependent transcription via the mitogen-activated protein kinase (MAPK) pathway in pituitary cells: requirement of Rap1. , 2005, Journal of molecular endocrinology.

[11]  D. Virshup,et al.  Post-translational modifications regulate the ticking of the circadian clock , 2007, Nature Reviews Molecular Cell Biology.

[12]  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.

[13]  Bard Ermentrout,et al.  Simulating, analyzing, and animating dynamical systems - a guide to XPPAUT for researchers and students , 2002, Software, environments, tools.

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

[15]  André Fleiβner,et al.  SO, a Protein Involved in Hyphal Fusion in Neurospora crassa, Localizes to Septal Plugs , 2006, Eukaryotic Cell.

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

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

[18]  Rae Silver,et al.  Orchestrating time: arrangements of the brain circadian clock , 2005, Trends in Neurosciences.

[19]  Ethan D Buhr,et al.  Molecular components of the Mammalian circadian clock. , 2013, Handbook of experimental pharmacology.

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

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

[22]  S. Honma,et al.  Suprachiasmatic nucleus: cellular clocks and networks. , 2012, Progress in brain research.

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

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

[25]  Martin Egli,et al.  The cyanobacterial circadian system: from biophysics to bioevolution. , 2011, Annual review of biophysics.

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

[27]  Eric Shea-Brown,et al.  On the Phase Reduction and Response Dynamics of Neural Oscillator Populations , 2004, Neural Computation.

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

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

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

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

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

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

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

[35]  S. Honma,et al.  Circadian rhythms of arginine vasopressin and vasoactive intestinal polypeptide do not depend on cytoarchitecture of dispersed cell culture of rat suprachiasmatic nucleus , 1998, Neuroscience.

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

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

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

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

[40]  S. Honma,et al.  Two distinct oscillators in the rat suprachiasmatic nucleus in vitro. , 1995, Proceedings of the National Academy of Sciences of the United States of America.

[41]  Thomas Gregor,et al.  The Onset of Collective Behavior in Social Amoebae , 2010, Science.

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

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

[44]  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..

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

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

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

[48]  J. Hannibal,et al.  Vasoactive intestinal polypeptide induces per1 and per2 gene expression in the rat suprachiasmatic nucleus late at night , 2002, The European journal of neuroscience.

[49]  S. Lowen The Biophysical Journal , 1960, Nature.

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

[51]  J. Takahashi,et al.  Central and peripheral circadian clocks in mammals. , 2012, Annual review of neuroscience.

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

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

[54]  Robert E. Cohen,et al.  The Onset of Collective Behavior in Social Amoebae , 2011 .

[55]  P. Gilon,et al.  Influence of cell number on the characteristics and synchrony of Ca2+ oscillations in clusters of mouse pancreatic islet cells , 1999, The Journal of physiology.

[56]  Robert J. Butera,et al.  Phase Response Curves in Neuroscience , 2012, Springer Series in Computational Neuroscience.

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

[58]  S. Yamaguchi,et al.  Synchronization of Cellular Clocks in the Suprachiasmatic Nucleus , 2003, Science.

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

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

[61]  L. Tsimring,et al.  A synchronized quorum of genetic clocks , 2009, Nature.

[62]  G. Ermentrout,et al.  Frequency Plateaus in a Chain of Weakly Coupled Oscillators, I. , 1984 .

[63]  William F. Loomis,et al.  Periodic Signaling Controlled by an Oscillatory Circuit That Includes Protein Kinases ERK2 and PKA , 2004, Science.

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

[65]  A. Loudon,et al.  A Gq-Ca2+ Axis Controls Circuit-Level Encoding of Circadian Time in the Suprachiasmatic Nucleus , 2013, Neuron.

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

[67]  Paolo Sassone-Corsi,et al.  Bimodal regulation of mPeriod promoters by CREB-dependent signaling and CLOCK/BMAL1 activity , 2002, Proceedings of the National Academy of Sciences of the United States of America.

[68]  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.

[69]  Michael A. Schwemmer,et al.  The Theory of Weakly Coupled Oscillators , 2012 .

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

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

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