Review |
From the Departments of Medicine (Cardiology) (J.N.W., Y.S., A.G., Z.Q.) and Physiology (J.N.W.), David Geffen School of Medicine at UCLA, and Department of Physiological Science (A.G.), UCLA, Los Angeles, Calif; Division of Cardiology (P.-S.C.), Cedars-Sinai Medical Center, Los Angeles, Calif; Department of Physics and the Center for Interdisciplinary Research on Complex Systems (A.K.), Northeastern University, Boston, Mass.
Correspondence to James N. Weiss, MD, Division of Cardiology, 3645 MRL Building, David Geffen School of Medicine at UCLA, Los Angeles, CA 90095. E-mail jweiss{at}mednet.ucla.edu
This Review is part of a thematic series on the Biology of Cardiac Arrhythmias, which includes the following articles:
Antiarrhythmic Drug Target Choices and Screening
Inherited Arrhythmogenic Diseases: The Complexity Beyond Monogenic Disorders
Genomics in Sudden Cardiac Death
Regulation of Ion Channel Expression
Biology of Cardiac Arrhythmias: Ion Channel Protein Trafficking
From Pulsus to Pulseless: The Saga of Cardiac Alternans
This series is in honor of Harry A. Fozzard, 8th Editor of Circulation Research
Eduardo Marbán and Gordon Tomaselli Editors
| Abstract |
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Key Words: arrhythmias alternans heart failure intracellular Ca cycling electrical restitution
| Introduction |
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1 million ectopic beats per year, yet SCD episodes in these patients occur over months to years, not minutes. The question that has puzzled cardiologists for decades is what makes that one-in-a-million ectopic beat so special? Scanning diastole with single or even multiple premature ectopic beats during programmed electrical stimulation does not reliably induce VT/VF, particularly in the setting of nonischemic cardiomyopathy.2 These findings suggest that a fixed arrhythmogenic substrate, just waiting for a properly timed trigger to occur to induce for VT/VF, is not the typical pathophysiological mechanism of SCD. Rather, they suggest that the tissue substrate changes dynamically so that only rarely does a trigger confront a substrate with the appropriate characteristics to initiate VT/VF. Slow conduction and dispersion of refractoriness are the hallmarks of an arrhythmogenic substrate. Both are exacerbated in the diseased heart by structural and electrical remodeling and are modulated by autonomic tone, acute myocardial ischemia, electrolyte shifts, and drugs. Although a variety of dynamic factors influence this substrate, one that has received particular interest recently is cardiac alternans.
Electromechanical cardiac alternans refers to beat-to-beat alternation in the action potential duration (APD) and intracellular Ca (Cai) transient in a repeating pattern of long-shortlong-short or large-smalllarge-small, respectively (Figure 1A). APD and the Cai transient typically alternate together (either in-phase or antiphase) because membrane voltage and Cai are bidirectionally coupled (ie, APD directly affects Cai transient amplitude, and, at the same time, the Cai transient amplitude directly affects APD via Ca-sensitive currents such as the L-type Ca current and electrogenic NaCa exchange).
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Cardiac alternans in the form of pulsus alternans was first reported as a clinical sign of heart disease in a patient with alcoholic cardiomyopathy who died 2 months after his presentation3 and was later described as an electrocardiographic T wave abnormality.4 Subsequent experimental studies showed that mechanical and electrical alternans occur in many settings in which arrhythmias are also common, including acute myocardial ischemia, genetic channelopathies, and drug and electrolyte disturbances.5 In the 1990s, human clinical trials conclusively established the link between cardiac alternans, in the form of electrocardiographic T wave alternans, and arrhythmia risk.6,7 A recent multicenter clinical trial8 has found that the absence of T wave alternans in patients with low ejection fractions may predict a low enough risk of SCD risk to obviate the need for an ICD.
In this review, we illustrate how the combination of mathematical modeling with experimental observations has represented a powerful approach for illuminating spatially discordant alternans as a potent arrhythmogenic mechanism. We show how spatially discordant cardiac alternans enhances the ability of ectopic beats to trigger re-entry and can also initiate VT/VF independently of ventricular ectopy in heterogeneous cardiac tissue. We discuss the dynamical mechanisms that cause APD and Cai alternans at the cellular level and show how these cellular mechanisms combine with additional factors to create spatially discordant alternans at the tissue level. Finally, we illustrate recent novel phenomena predicted from nonlinear interactions between action potential and Cai cycling dynamics, which may be relevant both to the initiation and maintenance of VT/VF observed experimentally.
| Cardiac Alternans and SCD |
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Spatially concordant APD alternans is less arrhythmogenic than spatially discordant APD alternans.10,11 Although APD and hence refractory period alternate, for any given beat, the refractory period is either long or short everywhere, and hence dispersion of refractoriness is not greatly amplified. However, once APD alternans becomes spatially discordant, dispersion of refractoriness is greatly amplified, producing a favorable substrate for initiation of re-entry by an ectopic beat, as illustrated in Figure 2. Moreover, if the tissue is heterogeneous such that some regions are inherently more susceptible to alternans than other regions,13 then re-entry can occur even in the absence of a premature ectopic beat.10,11,14 This is because amplitude of alternans can grow only so large before the diastolic interval (DI) after the long APD shrinks to zero, resulting in conduction block of the next wavefront (with short APD). When 2:1 conduction failure occurs locally in the region with high susceptibility to alternans, unblocked impulses from adjacent low susceptibility regions can re-enter to blocked region, inducing figure-eight re-entry (by the same scenario in Figure 2 but without the premature ectopic beat). This is the typical mechanism by which rapid ventricular pacing induces VF, as has been documented in both experimental optical mapping studies10,14 and simulations.11
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In conclusion, when spatially discordant alternans occurs, dispersion of refractoriness is dynamically enhanced to a marked extent, making the tissue highly vulnerable to initiation of reentry.
| The Cellular Basis of Cardiac Alternans |
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, such that DIn+1=DIn+
. Graphically, for a negative value of
(which shortens DI), this moves DIn+1 to the left on Figure 3 (top, indicated by the star). The shorter DIn+1 will cause a shorter APDn+2, the value of which can be determined by dropping a vertical line (labeled a) to the intersection with the APD restitution curve. However, the shorter APDn+2 will create a long DIn+2, the value of which can be determined by drawing a horizontal line (labeled b) to its intersection with the CL line. This value of DIn+2 will, in turn, produce a long APDn+3, the value of which is determined by the intersection of the vertical line c with the APD restitution curve and so forth. In this example, the amplitude of APD alternans progressively increases, finally equilibrating at a steady-state alternans, indicating that the equilibrium point is unstable. It can be readily shown15 that if the slope of the APD restitution curve at its intersection with the CL line is <1, APD alternans will be transient and return to the stable equilibrium point over successive beats. However, if the slope is >1, the equilibrium point is unstable, and the amplitude of APD alternans will grow. This can either lead to 2:1 block or to stable APD alternans, as in the case shown, if a flat region of APD restitution exists at long DI to limit progressive expansion of alternans amplitude. For nonmonotonic APD restitution curves, which have been recorded in humans and other species in some studies,16 more complex dynamics, including chaotic beat-to-beat APD variation during 1:1 capture, may occur,17 although the physiological relevance is unclear.
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Although conceptually very useful and well supported by computer simulations, this analysis of APD alternans has several limitations when applied to real cardiac tissue because the cellular and molecular mechanisms of APD restitution and APD alternans are multifactorial. The assumption that APD is solely a function of the previous DI is an oversimplification because the pacing history is also important (termed short-term cardiac memory, or APD accommodation). Memory effects have been shown to limit the reliability of the APD restitution slope >1 criterion in predicting the onset of APD alternans.18 Most important, Cai cycling dynamics has been recognized recently to play a key role in the genesis of APD alternans,19,20 as described in the next section.
Cai Cycling Dynamics
Membrane voltage and Cai are bidirectionally coupled in cardiac tissue. With respect to the influence of voltage on Cai (V
Ca coupling), the L-type Ca current is a major determinant of both APD and Cai transient amplitude, so that if APD alternates because of steep APD restitution, the Cai transient amplitude will also alternate secondarily in response to the alternating L-type Ca current amplitude. Conversely, for Ca
V coupling, the Cai transient amplitude strongly modulates APD through its effects on Ca-sensitive currents during the action potential plateau (Figure 4A). Whereas V
Ca coupling is generally positive (ie, a longer APD produces a larger Cai transient), Ca
V coupling can be either positive or negative. Positive Ca
V coupling refers to the mode in which a larger Cai transient produces a longer APD. This occurs when the large Cai transient enhances net inward current during the action potential plateau by potentiating inward NaCa exchange current to a greater extent than it reduces the L-type Ca current (by facilitating Ca-induced inactivation). On the other hand, negative Ca
V coupling refers to the mode in which a larger Cai transient causes a shorter APD. This occurs when the reduction in L-type Ca current predominates over the increased NaCa exchange current. Other Ca-sensitive currents, such as the Ca-activated nonselective cation current and Ca-activated Cl currents, also modulate the strength of Ca
V coupling by affecting APD but are quantitatively less important. Therefore, if a dynamic instability causes the Cai transient to alternate, then the APD will passively follow suit and also begin to alternate and vice versa.
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Because recent voltage clamp experiments2124 have documented that Cai transients in isolated myocytes can exhibit profound alternans despite a constant voltage waveform (Figure 4C), the question arises as to whether APD alternans is typically driven by voltage dynamics (ie, steep APD restitution slope) or Cai-cycling dynamics under physiological conditions. Mounting experimental evidence indicates that the onset of APD alternans is primarily attributable to an instability in Cai cycling dynamics rather than steep APD restitution. In both intact tissue25 and isolated ventricular myocytes,20 the onset of APD alternans occurred at a pacing CL at which APD restitution slope was still considerably <1 and interventions that suppressed sarcoplasmic reticulum (SR) Cai cycling invariably eliminated APD alternans, sometimes irrespective of their effect of APD restitution.20 Moreover, Pruvot et al19 found that in intact ventricle, the endocardium, despite having a flatter APD restitution slope than the epicardium, developed APD alternans first, which they subsequently ascribed to differences in Cai cycling properties between endocardial and epicardial myocytes.13 Finally, acute ischemia causes APD and mechanical alternans at normal heart rates,26,27 yet it flattens APD restitution slope.26
Recent studies have investigated the factors causing dynamical instability in Cai cycling leading to Cai transient alternans. Diaz et al24 proposed that the primary cause is a steep dependence of SR Ca release on SR Ca load. In a more extensive theoretical treatment by Shiferaw et al,28 SR Ca uptake has been identified as a key additional factor. To provide an intuitive understanding of factors promoting Cai transient alternans, we adapted the graphical approach used by Nolasco and Dahlen15 to Cai cycling (Figure 5), after the reduction of the Cai cycling dynamics to iterative maps by Shiferaw et al.28 During the cardiac action potential, a small influx of Ca through L-type Ca channels triggers release of a much larger amount of Ca stored in the SR via the process of Ca-induced Ca release illustrated in Figure 4A. Moreover, the fractional release of SR Ca increases with SR Ca load,29 as shown by the experimental curve in Figure 4B. If we consider a given region of this curve (eg, the red square), then for the nth beat, the change in SR Ca release (
rn=rnrn1) can be represented as a function of the change in SR Ca load (
ln=lnln1) by the equation equation
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where m is the slope of the relationship between SR release and SR load (assumed here to be linear and positive). After Ca release on the nth beat, the amount of Ca left in the SR is lnrn, and the amount in the cytoplasm is then tln+rn, where t is the total Ca in the myocyte. For the next (n+1) beat, the SR Ca load will then equal the amount left in the SR from the previous beat, plus the net amount taken back up into the SR, u(tln+rn), where u is defined as the SR Ca requestration factor and can range from 0 to 1. Accordingly, equation
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Substituting Equation 1: equation
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leading to equation
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Both Equation 1 and Equation 4 are straight lines that pass through the origin, with slopes of m and m/(m1)(1u), respectively. Their intersection (at [0, 0]) represents an equilibrium point (Figure 5). As in the case of APD restitution (Figure 3), the stability of the equilibrium can be determined by perturbing the change in SR Ca load by a small amount
, such that
ln+1=
ln+
. As shown graphically in Figure 5A, a small negative
moves
ln+1 to the left (indicated by the star). The smaller change in SR load
ln+1 will cause a smaller change in SR release
rn+1, the value of which can be determined by dropping a vertical line (labeled a) to the intersection with the Equation 1 release curve. However, the smaller change in SR release
rn+1 will result in a larger change in SR load
ln+2, the value of which can be determined by drawing a horizontal line (labeled b) to its intersection with the Equation 2 line. This larger value of
ln+2 in turn produces a larger
rn+2, the value of which is determined by the intersection of the vertical line c with the Equation 1 release curve, and so forth. In Figure 5A, with shallow SR Ca release slope (m=3) and robust SR Ca sequestration (u=0.75), the equilibrium is stable so that the Cai alternans is only transient and returns to the equilibrium point with successive iterations. However, in Figure 5B, in which the SR Ca release slope has been increased (m=8) with the same SR Ca sequestration factor (u=0.75), the equilibrium is unstable so that Cai alternans amplitude expands progressively with each beat. Alternans can either increase to the point at which release occurs only on every other beat (2:1 release block) or can reach a state of stable alternans when the small SR Ca releases extend into the flat (small m) region of the release curve in Figure 4B, analogous to Figure 3. To illustrate the importance of SR Ca sequestration, Figure 5C shows the case in which SR Ca release slope remains shallow (m=3) but SR Ca sequestration is decreased (u=0.45). This again produces an unstable equilibrium so that Cai alternans expands progressively.
Thus, unlike voltage-driven alternans in Figure 3, in which a single parameter (APD restitution slope) controls alternans instability, for Cai-driven alternans, two parameters play equally important roles: m, the slope of the SR Ca release versus SR Ca load, and u, the efficiency of SR Ca sequestration.28 Although u is a phenomenological parameter, physiologically, its value intuitively depends on two factors: the rate of Ca uptake into the SR by the sarcoplasmicendoplasmic reticulum Ca ATPase (SERCA) pump, and Ca leak from the SR via ryanodine receptors or other leak pathways. Figure 6 summarizes how the relative values of m and u jointly control the threshold for Cai alternans. This relationship is derived by substituting Equation 1 into Equation 2 as follows: equation
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which, by iteration, gives: equation
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Equation 5 predicts that the onset of alternans occurs when the quantity in brackets raised to nth power is less than minus unity (ie, (m1)(1u)<1, or (m1)(1u)>1, which is the condition for the magnitude of the SR load perturbation
ln to grow exponentially with increasing beat number and for the sign of
ln to alternate from beat to beat.
The physiological implications of Figure 6 for conditions such as acute ß-adrenergic stimulation, heart failure, and acute ischemia are intriguing. During acute ß-adrenergic stimulation, enhancement of SR Ca uptake by the SERCA pump increases both the SR Ca load and the fractional SR release (ie, m increases), which tends to promote alternans. However, SERCA pump stimulation also increases u even more steeply, protecting against Cai alternans (Figure 6, green star), consistent with experimental observations that a higher heart rate is required to induce APD alternans after isoproterenol.30,31 On the other hand, during chronic heart failure, reduced SERCA expression and increased SR Ca leak through hyperphosphorylated ryanodine receptors (SR Ca release channels)32 may decrease u sufficiently to promote Cai alternans at near-normal heart rates, although m remains near normal (blue star). This may account for the observation of pulsus alternans in advanced heart failure as well as T wave alternans and increased arrhythmia risk. During acute ischemia, SR Ca load remains normal, but SERCA pump activity decreases markedly, which also decreases u to promote alternans at normal heart rates (blue star).26,27
However, a caveat in extrapolating these theoretical predictions to the physiological setting is that the linear stability analysis is valid only in the immediate vicinity of the equilibrium point; that is, once Cai alternans becomes appreciable, the total Ca t in the myocyte fluctuates on a beat-to-beat basis, violating the assumption that t is constant.
Interactions Between Voltage- and Cai-Driven Instabilities
Because the coupling between APD and the Cai transient is bidirectional, an important question is how the voltage-driven and Cai-driven instabilities interact with each other to affect the onset and pattern of cellular alternans. This issue has recently been studied theoretically by Shiferaw et al.33 When V
Ca and Ca
V coupling are both positive (ie, a longer APD promotes a larger Cai transient at the same time that a larger Cai transient promotes a longer APD), the interaction is synergistic, so that the onset of the alternans instability occurs sooner. For example, the onset of APD and Cai alternans may occur when APD restitution slope is still <1.
The more interesting case occurs when V
Ca is positive and Ca
V coupling is negative (ie, a long APD promotes a large Cai transient, but a large Cai transient promotes APD shortening). In this case, the two dynamical instabilities oppose each other, each inhibiting the others ability to cause alternans. When alternans does occur, its pattern depends on which instability predominates. If alternans is primarily voltage driven by steep APD restitution slope, APD and Cai transient alternans are electromechanically concordant (long APD associated with large Cai transient), but when Cai driven, it is electromechanically discordant (long APD associated with small Cai transient). When the voltage and Cai instabilities are more equally balanced, the pattern of alternans becomes quasiperiodic (ie, APD and Cai transient alternans fluctuate in both their amplitudes and degree of electromechanical concordance/discordance). Quasiperiodic patterns consistent with this mechanism has been reported in Purkinje fibers.34,35
Although only positive V
Ca coupling has been studied in simulations to date, it is also conceivable that negative V
Ca may occur, for example, in myocytes expressing a high level of the transient outward current Ito (eg, atrial or ventricular epicardial cells). In this case, the large Ito could enhance the Cai transient by increasing the driving force for Ca entry through L-type Ca channels,36,37 while shortening APD. The dynamic consequences of this case have yet to be investigated.
| Alternans in Cardiac Tissue |
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Spatially Discordant Alternans Attributable to CV Restitution
CV, like APD, is also sensitive to the preceding DI, which is called CV restitution, analogous to APD restitution. CV restitution is typically flat at long DI but decreases at short DI because of incomplete recovery from inactivation of Na channels. Figure 7A illustrates how rapid pacing sufficient to engage the sloped region of CV restitution curve converts spatially concordant alternans into spatially discordant alternans. In this example, spatially concordant alternans was first induced by rapid pacing from the top of the cable. When the pacing rate was further increased (beats A0A1), the DI after beat A0 (with long APD) became short enough to engage CV restitution, slowing the CV of beat A1 as it propagated down the cable. The slowing of conduction allowed the DI to lengthen slightly toward the bottom of the cable, which caused APD toward the bottom to lengthen slightly. This process self-amplified during subsequent beats, eventually evolving into the steady-state pattern of spatially discordant APD alternans shown in the beats to the right. Thus, the CL at which CV restitution is engaged becomes a major determinant of the conversion of spatially concordant alternans to spatially discordant alternans. During acute and chronic ischemia, Na channel recovery from inactivation becomes delayed,3840 enhancing the range of DI over which CV varies, which may be a major factor promoting spatially discordant alternans and increased arrhythmia risk in these settings.41 During acute ischemia, spatially discordant alternans can even occur at normal heart rates.27
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Spatially Discordant Alternans Attributable to an Ectopic Beat
Figure 7B illustrates the second mechanism in a simulated 1D cable of homogeneous cardiac cells. When the cable was paced from the top (first beat), a premature stimulus delivered at the bottom of the cable after a short DI (second beat) created an asymmetric distribution of DI for the next paced beat arising from the top of the cable (third beat). In response to this gradient in DI, the APD of the next paced beat (fourth beat) was short at the top but long at the bottom, causing the next APD to be short at the top and long at the bottom and so forth.
Simulations show that in heterogeneous tissue with a pre-existing APD gradient, spatially discordant alternans does not occur during rapid pacing at a constant CL in the absence of CV restitution. However, spatially discordant APD alternans can arise if the pacing CL is suddenly changed. In this case, there is no requirement to pace at different sites because the pre-existing APD heterogeneity is sufficient to break the symmetry of DIs, unlike that homogenous tissue case, in which pacing from a different site is required.
In both of these cases, the pattern of spatially discordant alternans is transient and eventually returns to spatial concordance, unlike the CV restitution mechanism.
Role of Electrotonic Coupling on the Nodal Line Spacing
Ionic model simulations have revealed that CV restitution causes several equally spaced nodal lines to form in spatially extended homogeneous tissue.9 The spacing between nodal lines is crucially important because it determines the minimum size of cardiac tissue necessary to form discordant alternans by CV restitution, which turns out to be roughly one quarter of the natural spacing between nodes.28 Furthermore, a smaller spacing between nodes produces a steeper spatial gradient of refractoriness during discordant alternans of the same amplitude and hence makes the substrate more arrhythmogenic. Mathematical analysis by Echebarria and Karma42 has demonstrated that the spacing between nodal lines is determined both by the steepness of the CVrestitution curve and the strength of electrotonic coupling, in agreement with the results of ionic model simulations. This analysis predicts that this spacing decreases with increasing steepness of CV restitution or decreasing strength of electrotonic coupling. Therefore, one important mechanism by which decreased gap junctional coupling, which is common in diseased myocardium, is proarrhythmic is through potentiation of spatially discordant alternans. Experimental studies have documented that disruption of gap junction coupling at macroscopic barriers also potentiates the formation of spatially discordant alternans,43 which may contribute to the arrhythmogenecity of scars in ischemic heart disease.
Effects of VCai Coupling Modes on Patterns of Spatially Discordant Alternans
Recently, we have begun to explore how different modes of bidirectional coupling between voltage and Cai affect patterns of spatially discordant APD and Cai transient alternans.44 When alternans is voltage driven by steep APD restitution slope, the spatial scales over which the APD and Cai transient alternans reverse phase across a nodal line are similar. This is expected because the Cai transient amplitude is graded with respect to APD, and the Cai transient in one myocyte has little influence on the Cai transients of its neighbors because of the slow Cai diffusion rate within and between cells. However, if alternans is Cai driven, the situation is different. Simulations44 show that as a result of the slow diffusion of Cai, Cai alternans can reverse phase over a very short distance (less than the length of a single myocyte). In contrast, the APD of a myocyte cannot reverse phase over such a short distance because it is strongly influenced by electrotonic currents from neighboring cells (effectively limiting phase reversal to a 1- to 2-mm spatial scale corresponding to the electrical space constant of tissue). In theory, then, Cai-driven alternans might be distinguished from voltage-driven alternans based on whether the spatial scale over which APD reverses phase matches the spatial scale over which the Cai transient reverses phase. During VF in porcine ventricle, optical recordings of Cai between sites <2 mm apart were found to have little relationship to each other or to membrane voltage.45 Simulations also predict that nodal lines formed during alternans should exhibit different behaviors, such as drift, depending on whether the underlying mechanism of their formation is voltage or Cai driven.44 These issues are just beginning to be explored experimentally.
One of the most intriguing aspects of Cai alternans is the prediction that it can occur at the subcellular scale, with Cai in one region of a myocyte alternating out-of-phase with nearby regions,46 as has been observed experimentally in both isolated myocytes22,24 and intact ventricular tissue.47 Analogous to spatially discordant APD alternans arising from a ectopic beat (Figure 7B), subcellular Cai alternans could arise from spatially homogeneous Cai alternans if a localized spontaneous SR Ca release event reset the phase of Cai alternans release in that region of the myocyte. However, theoretical analysis also predicts subcellular alternans can arise spontaneously in the case positive V
Ca coupling linked with negative Ca
V coupling by a Turing-like mechanism.46
In summary, the interactions between voltage-driven and Cai-driven instabilities produce a richness of dynamical phenomena at both the cellular and tissue levels that are just beginning to be experimentally explored.
| Summary and Conclusions |
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Clinical Implications
Returning to the question posed in the Introduction, "What makes that one-in-a-million ectopic beat that induces VT/VT and SCD so special?" the evidence presented in this review suggests an answer: it is not the ectopic beat that is special; rather, it is the dynamic state of the substrate that the ectopic beat encounters that is special. Spatially discordant alternans is one of the major factors creating this special substrate by dynamically exacerbating pre-existing tissue heterogeneity, allowing the one-in-a-million ventricular ectopic beat(s) or rapid heart rates to initiate VT/VF and SCD. From this vantage point, it is not surprising that the "PVC Hypothesis" (ie, that suppression of premature ventricular contractions should prevent initiation of VT/VF and hence reduce SCD) failed as an effective antiarrhythmic strategy in large-scale clinical trials48 because the more relevant issue is how these drugs affect the substrate rather than how they affect ventricular ectopy. The Na channel blockers studied in the Cardiac Arrhythmia Suppression Trial (CAST),48 for example, exaggerate CV restitution,40,49 which directly promotes spatially discordant alternans.41 K channel blockers such as D-sototal studied in the Survival With Oral D-Sotalol (SWORD) trial50 steepen APD restitution, also enhancing the onset of alternans.
Currently available clinical methodology to detect T wave alternans has already proved useful for assessing SCD risk and need for ICD implantation in patients with reduced ejection fraction.8 In the future, improved methods to detect spatially discordant alternans in the diseased heart could provide an early warning system for identifying periods of high vulnerability to lethal arrhythmias, potentially allowing therapeutic interventions to be deployed. Current methods to detect repolarization alternans are limited in this regard because clinical algorithms for detecting T wave alternans do not indicate whether APD alternans is spatially concordant or discordant. Given the importance of CV restitution to spatially discordant alternans, for example, a refined algorithm to detect simultaneous QRS alternans (reflecting engagement of CV restitution) and T wave alternans (reflecting APD alternans) might improve predictive accuracy.10,11 As the marriage of computational approaches with experiments provide further insights into this dynamic substrate, novel therapeutic approaches are likely to be forthcoming.
| Acknowledgments |
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| Footnotes |
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| References |
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