Criticality in intracellular calcium signaling in cardiac myocytes.

Calcium (Ca) is a ubiquitous second messenger that regulates many biological functions. The elementary events of local Ca signaling are Ca sparks, which occur randomly in time and space, and integrate to produce global signaling events such as intra- and intercellular Ca waves and whole-cell Ca oscillations. Despite extensive experimental characterization in many systems, the transition from local random to global synchronous events is still poorly understood. Here we show that criticality, a ubiquitous dynamical phenomenon in nature, is responsible for the transition from local to global Ca signaling. We demonstrate this first in a computational model of Ca signaling in a cardiac myocyte and then experimentally in mouse ventricular myocytes, complemented by a theoretical agent-based model to delineate the underlying dynamics. We show that the interaction between the Ca release units via Ca-induced Ca release causes self-organization of Ca spark clusters. When the coupling between Ca release units is weak, the cluster-size distribution is exponential. As the interactions become strong, the cluster-size distribution changes to a power-law distribution, which is characteristic of criticality in thermodynamic and complex nonlinear systems, and facilitates the formation and propagation of Ca waves and whole-cell Ca oscillations. Our findings illustrate how criticality is harnessed by a biological cell to regulate Ca signaling via self-organization of random subcellular events into cellular-scale oscillations, and provide a general theoretical framework for the transition from local Ca signaling to global Ca signaling in biological cells.

[1]  V. Frette,et al.  Avalanche dynamics in a pile of rice , 1996, Nature.

[2]  Zhilin Qu,et al.  Mitochondrial oscillations and waves in cardiac myocytes: insights from computational models. , 2010, Biophysical journal.

[3]  J. Borecký,et al.  108-pS channel in brown fat mitochondria might Be identical to the inner membrane anion channel. , 1997, The Journal of biological chemistry.

[4]  F Moss,et al.  Noise-induced spiral waves in astrocyte syncytia show evidence of self-organized criticality. , 1998, Journal of neurophysiology.

[5]  L. Amaral,et al.  Multifractality in human heartbeat dynamics , 1998, Nature.

[6]  Y. Shiferaw,et al.  Variability in Timing of Spontaneous Calcium Release in the Intact Rat Heart Is Determined by the Time Course of Sarcoplasmic Reticulum Calcium Load , 2010, Circulation research.

[7]  D. Plenz,et al.  Spontaneous cortical activity in awake monkeys composed of neuronal avalanches , 2009, Proceedings of the National Academy of Sciences.

[8]  Wei Chen,et al.  Role of coupled gating between cardiac ryanodine receptors in the genesis of triggered arrhythmias. , 2009, American journal of physiology. Heart and circulatory physiology.

[9]  D. Turcotte,et al.  Self-organized criticality , 1999 .

[10]  W. Lederer,et al.  Calcium sparks and [Ca2+]i waves in cardiac myocytes. , 1996, The American journal of physiology.

[11]  B. Kholodenko,et al.  A model of O·2-generation in the complex III of the electron transport chain , 1998 .

[12]  Ian Parker,et al.  Role of elementary Ca2+ puffs in generating repetitive Ca2+ oscillations , 2001 .

[13]  Lai-Hua Xie,et al.  Revisiting the ionic mechanisms of early afterdepolarizations in cardiomyocytes: predominant by Ca waves or Ca currents? , 2011, American journal of physiology. Heart and circulatory physiology.

[14]  M. Berridge,et al.  The versatility and universality of calcium signalling , 2000, Nature Reviews Molecular Cell Biology.

[15]  H. Holzhausen,et al.  Disposition of calcium release units in agarose gel for an optimal propagation of Ca2+ signals. , 2004, Biophysical journal.

[16]  P. Camacho,et al.  Increased frequency of calcium waves in Xenopus laevis oocytes that express a calcium-ATPase. , 1993, Science.

[17]  J. Weiss,et al.  Linking flickering to waves and whole-cell oscillations in a mitochondrial network model. , 2011, Biophysical journal.

[18]  P. Bak,et al.  Evolution as a self-organized critical phenomenon. , 1995, Proceedings of the National Academy of Sciences of the United States of America.

[19]  Peter Lipp,et al.  Calcium - a life and death signal , 1998, Nature.

[20]  Eric A Sobie,et al.  Termination of cardiac Ca(2+) sparks: an investigative mathematical model of calcium-induced calcium release. , 2002, Biophysical journal.

[21]  W. Lederer,et al.  Calcium sparks: elementary events underlying excitation-contraction coupling in heart muscle. , 1993, Science.

[22]  Alan Garfinkel,et al.  Spark-Induced Sparks As a Mechanism of Intracellular Calcium Alternans in Cardiac Myocytes , 2010, Circulation research.

[23]  Stephen Coombes,et al.  Subcellular calcium dynamics in a whole-cell model of an atrial myocyte , 2012, Proceedings of the National Academy of Sciences.

[24]  Martin Falcke,et al.  Calcium Signals Driven by Single Channel Noise , 2010, PLoS Comput. Biol..

[25]  Tony J Collins,et al.  ImageJ for microscopy. , 2007, BioTechniques.

[26]  Stanley Nattel,et al.  Calcium-Handling Abnormalities Underlying Atrial Arrhythmogenesis and Contractile Dysfunction in Dogs With Congestive Heart Failure , 2008, Circulation. Arrhythmia and electrophysiology.

[27]  Jean-Jacques Meister,et al.  Ca2+ dynamics in a population of smooth muscle cells: modeling the recruitment and synchronization. , 2004, Biophysical journal.

[28]  D. V. van Helden,et al.  Synchronization of Ca2+ oscillations: a coupled oscillator‐based mechanism in smooth muscle , 2010, The FEBS journal.

[29]  Sandor Györke,et al.  Ca2+ sparks and Ca2+ waves in saponin‐permeabilized rat ventricular myocytes , 1999, The Journal of physiology.

[30]  Heping Cheng,et al.  Calcium sparks. , 2008, Physiological reviews.

[31]  J. Keizer,et al.  Effects of rapid buffers on Ca2+ diffusion and Ca2+ oscillations. , 1994, Biophysical journal.

[32]  Alan Garfinkel,et al.  Period-doubling bifurcation in an array of coupled stochastically excitable elements subjected to global periodic forcing. , 2009, Physical review letters.

[33]  David M. Raup,et al.  How Nature Works: The Science of Self-Organized Criticality , 1997 .

[34]  H. T. ter Keurs,et al.  Calcium and arrhythmogenesis. , 2007, Physiological reviews.

[35]  R. Virmani,et al.  Sudden cardiac death. , 1987, Human pathology.

[36]  E. Lakatta,et al.  Synchronization of stochastic Ca²(+) release units creates a rhythmic Ca²(+) clock in cardiac pacemaker cells. , 2011, Biophysical journal.

[37]  Ian Parker,et al.  Timescales of IP(3)-evoked Ca(2+) spikes emerge from Ca(2+) puffs only at the cellular level. , 2011, Biophysical journal.

[38]  Xin-She Yang Computational Modelling of Nonlinear Calcium Waves , 2006, 1003.5370.

[39]  A. Trafford,et al.  From the ryanodine receptor to cardiac arrhythmias. , 2009, Circulation journal : official journal of the Japanese Circulation Society.

[40]  D. Bers,et al.  SparkMaster: automated calcium spark analysis with ImageJ. , 2007, American journal of physiology. Cell physiology.

[41]  Arun V. Holden,et al.  Intracellular Ca2+ nonlinear wave behaviours in a three dimensional ventricular cell model , 2009 .

[42]  Christian Soeller,et al.  Analysis of ryanodine receptor clusters in rat and human cardiac myocytes , 2007, Proceedings of the National Academy of Sciences.

[43]  D. Bers Cardiac excitation–contraction coupling , 2002, Nature.

[44]  E. Lakatta,et al.  Amplitude distribution of calcium sparks in confocal images: theory and studies with an automatic detection method. , 1999, Biophysical journal.

[45]  E Niggli,et al.  Microscopic spiral waves reveal positive feedback in subcellular calcium signaling. , 1993, Biophysical journal.

[46]  Peter Lipp,et al.  Cooking with Calcium: The Recipes for Composing Global Signals from Elementary Events , 1997, Cell.

[47]  A. Zima,et al.  Pyruvate Modulates Cardiac Sarcoplasmic Reticulum Ca2+ Release in Rats Via Mitochondria‐Dependent and ‐Independent Mechanisms , 2003, The Journal of physiology.

[48]  X. Wehrens,et al.  Phosphorylation of RyR2 and shortening of RyR2 cluster spacing in spontaneously hypertensive rat with heart failure. , 2007, American journal of physiology. Heart and circulatory physiology.

[49]  Alan Garfinkel,et al.  So little source, so much sink: requirements for afterdepolarizations to propagate in tissue. , 2010, Biophysical journal.

[50]  J. Restrepo,et al.  A rabbit ventricular action potential model replicating cardiac dynamics at rapid heart rates. , 2007, Biophysical journal.

[51]  Isuru D. Jayasinghe,et al.  Optical single-channel resolution imaging of the ryanodine receptor distribution in rat cardiac myocytes , 2009, Proceedings of the National Academy of Sciences.

[52]  Jean-Jacques Meister,et al.  Emergent properties of electrically coupled smooth muscle cells , 2005, Bulletin of mathematical biology.

[53]  H. Stanley,et al.  Introduction to Phase Transitions and Critical Phenomena , 1972 .

[54]  Martin Falcke,et al.  On the role of stochastic channel behavior in intracellular Ca2+ dynamics. , 2003, Biophysical journal.

[55]  I. Parker,et al.  Initiation of IP3‐mediated Ca2+ waves in Xenopus oocytes , 1999, The EMBO journal.

[56]  M. Morad,et al.  Two types of calcium channels in guinea pig ventricular myocytes. , 1986, Proceedings of the National Academy of Sciences of the United States of America.

[57]  Michael D. Stern,et al.  Local Control Models of Cardiac Excitation–Contraction Coupling , 1999, The Journal of general physiology.

[58]  J. Shadid,et al.  Interplay of ryanodine receptor distribution and calcium dynamics. , 2006, Biophysical journal.

[59]  Eric A. Sobie,et al.  Dynamics of calcium sparks and calcium leak in the heart. , 2011, Biophysical journal.

[60]  Wei Chen,et al.  A mathematical model of spontaneous calcium release in cardiac myocytes. , 2011, American journal of physiology. Heart and circulatory physiology.

[61]  M. Wussling,et al.  Nonlinear propagation of spherical calcium waves in rat cardiac myocytes. , 1996, Biophysical journal.

[62]  H. Stanley,et al.  Scaling, Universality, and Renormalization: Three Pillars of Modern Critical Phenomena , 1999 .

[63]  Self-organized criticality in ecology and evolution. , 1999, Trends in ecology & evolution.

[64]  D. Clapham,et al.  Calcium signaling , 1995, Cell.

[65]  James P. Keener,et al.  Mathematical physiology , 1998 .

[66]  Donald M Bers,et al.  Sarcoplasmic Reticulum and Nuclear Envelope Are One Highly Interconnected Ca2+ Store Throughout Cardiac Myocyte , 2006, Circulation research.

[67]  Martin Falcke,et al.  How does intracellular Ca2+ oscillate: by chance or by the clock? , 2008, Biophysical journal.

[68]  P. Jung,et al.  Thermal Waves, Criticality, and Self-Organization in Excitable Media , 1997 .

[69]  S. Redner,et al.  Introduction To Percolation Theory , 2018 .

[70]  E. Lakatta,et al.  Cyclic Variation of Intracellular Calcium: A Critical Factor for Cardiac Pacemaker Cell Dominance , 2003, Circulation research.

[71]  Raimond L Winslow,et al.  A mitochondrial oscillator dependent on reactive oxygen species. , 2004, Biophysical journal.

[72]  H. T. ter Keurs,et al.  Ca2+ 'sparks' and waves in intact ventricular muscle resolved by confocal imaging. , 1997, Circulation research.

[73]  J. Kucera,et al.  Mechanisms of intrinsic beating variability in cardiac cell cultures and model pacemaker networks. , 2007, Biophysical journal.

[74]  Zhilin Qu,et al.  Computational Modeling and Numerical Methods for Spatiotemporal Calcium Cycling in Ventricular Myocytes , 2012, Front. Physio..

[75]  University of Michigan,et al.  Precise determination of the bond percolation thresholds and finite-size scaling corrections for the sc, fcc, and bcc lattices , 1998 .

[76]  John B Rundle,et al.  Self-organized complexity in the physical, biological, and social sciences , 2002, Proceedings of the National Academy of Sciences of the United States of America.