N. We here attempt to circumvent this problem by developing a

N. We here attempt to circumvent this problem by developing a novel numerical protocol applied to a computer model of a rabbit ventricular myocyte, where we can specifically change the dynamics of SR loading and RyR2 gating, and investigate the mechanisms responsible for theCa2+ Alternans and RyR2 Refractorinessinduction of calcium alternans, under different operating conditions of the RyR2.MethodsWe used a description of a rabbit ventricular myocyte based on the model described by Shannon et al [17]. The same formal equations were used, but differences in the values of some parameters of the calcium dynamics were introduced. The description of the RyR2 considers transitions among four states, one open, one closed, and two inactivated. The nomenclature and associated reaction equations for the RyR2 are shown in Figure S1 of Appendix S1. Activation and inactivation rates, given by the constants ka, and ki, were systematically changed in order to analyze their effect on the beat-to-beat response (see Table S1 in Appendix S1 for a summary of changes in the parameters). We have measured the alternans amplitude, defined as the difference in peak cytosolic calcium at two consecutive beats, as a function of activation and inactivation rates, and for different values of the pacing period and the RyR2 recovery time from inactivation. The myocyte model by Shannon et al [17] using the original parameters for ka, and ki does not give rise to calcium alternans neither at normal pacing rates (3 Hz) nor when the pacing interval is shortened further. However, we find that changing activation and inactivation rates can produce the appearance of long (of at least 20 beats) transient calcium alternans at 5 Hz (Figure S2 in Appendix S1), as observed in isolated rabbit cardiomyocytes [18]. Larger changes in activation and inactivation rates generate alternans even at normal pacing rates (,3 Hz). We also considered several values of the time for RyR2 recovery from inactivation, tr, tr = 200 ms (the original value), 750 ms, and 1500 ms. In most simulations we used as benchmark value tr 1407003 = 750 ms. This value agrees with the refractoriness of calcium release measured in other reports [9], [15], [19]. We checked that this benchmark value is consistent with experiments on the restitution of the calcium transient [9] (see Appendix S1). We developed a novel numerical protocol to analyze the specific effects on calcium handling dynamics of RyR2 activation, inactivation and recovery from inactivation, as well as SR calcium loading. In this protocol, the myocyte was stimulated at a constant pacing rate until steady state was reached. Then, we compared this steady state response with simulations where alternations in SR Ca load, or alternations in the recovery level of RyR2s were Epigenetic Reader Domain eliminated. The key aspect of this scheme is the procedure to eliminate alternations in SR Ca load or in the level of recovered RyR2s, which we achieved using a dynamic clamping protocol. The specific details are described in the next subsection together with a discussion on how they fit in the Autophagy general problem of uncovering the mechanism behind the presence of calcium alternans.variables and test if the cytosolic calcium alternans persists. If it does not Epigenetics persist, we can be confident that alternation in this variable is a necessary condition for cytosolic calcium alternans. To be sure that there are no spurious effects this modification must be done without changing the release Epigenetic Reader Domain process, and wit.N. We here attempt to circumvent this problem by developing a novel numerical protocol applied to a computer model of a rabbit ventricular myocyte, where we can specifically change the dynamics of SR loading and RyR2 gating, and investigate the mechanisms responsible for theCa2+ Alternans and RyR2 Refractorinessinduction of calcium alternans, under different operating conditions of the RyR2.MethodsWe used a description of a rabbit ventricular myocyte based on the model described by Shannon et al [17]. The same formal equations were used, but differences in the values of some parameters of the calcium dynamics were introduced. The description of the RyR2 considers transitions among four states, one open, one closed, and two inactivated. The nomenclature and associated reaction equations for the RyR2 are shown in Figure S1 of Appendix S1. Activation and inactivation rates, given by the constants ka, and ki, were systematically changed in order to analyze their effect on the beat-to-beat response (see Table S1 in Appendix S1 for a summary of changes in the parameters). We have measured the alternans amplitude, defined as the difference in peak cytosolic calcium at two consecutive beats, as a function of activation and inactivation rates, and for different values of the pacing period and the RyR2 recovery time from inactivation. The myocyte model by Shannon et al [17] using the original parameters for ka, and ki does not give rise to calcium alternans neither at normal pacing rates (3 Hz) nor when the pacing interval is shortened further. However, we find that changing activation and inactivation rates can produce the appearance of long (of at least 20 beats) transient calcium alternans at 5 Hz (Figure S2 in Appendix S1), as observed in isolated rabbit cardiomyocytes [18]. Larger changes in activation and inactivation rates generate alternans even at normal pacing rates (,3 Hz). We also considered several values of the time for RyR2 recovery from inactivation, tr, tr = 200 ms (the original value), 750 ms, and 1500 ms. In most simulations we used as benchmark value tr 1407003 = 750 ms. This value agrees with the refractoriness of calcium release measured in other reports [9], [15], [19]. We checked that this benchmark value is consistent with experiments on the restitution of the calcium transient [9] (see Appendix S1). We developed a novel numerical protocol to analyze the specific effects on calcium handling dynamics of RyR2 activation, inactivation and recovery from inactivation, as well as SR calcium loading. In this protocol, the myocyte was stimulated at a constant pacing rate until steady state was reached. Then, we compared this steady state response with simulations where alternations in SR Ca load, or alternations in the recovery level of RyR2s were eliminated. The key aspect of this scheme is the procedure to eliminate alternations in SR Ca load or in the level of recovered RyR2s, which we achieved using a dynamic clamping protocol. The specific details are described in the next subsection together with a discussion on how they fit in the general problem of uncovering the mechanism behind the presence of calcium alternans.variables and test if the cytosolic calcium alternans persists. If it does not persist, we can be confident that alternation in this variable is a necessary condition for cytosolic calcium alternans. To be sure that there are no spurious effects this modification must be done without changing the release process, and wit.N. We here attempt to circumvent this problem by developing a novel numerical protocol applied to a computer model of a rabbit ventricular myocyte, where we can specifically change the dynamics of SR loading and RyR2 gating, and investigate the mechanisms responsible for theCa2+ Alternans and RyR2 Refractorinessinduction of calcium alternans, under different operating conditions of the RyR2.MethodsWe used a description of a rabbit ventricular myocyte based on the model described by Shannon et al [17]. The same formal equations were used, but differences in the values of some parameters of the calcium dynamics were introduced. The description of the RyR2 considers transitions among four states, one open, one closed, and two inactivated. The nomenclature and associated reaction equations for the RyR2 are shown in Figure S1 of Appendix S1. Activation and inactivation rates, given by the constants ka, and ki, were systematically changed in order to analyze their effect on the beat-to-beat response (see Table S1 in Appendix S1 for a summary of changes in the parameters). We have measured the alternans amplitude, defined as the difference in peak cytosolic calcium at two consecutive beats, as a function of activation and inactivation rates, and for different values of the pacing period and the RyR2 recovery time from inactivation. The myocyte model by Shannon et al [17] using the original parameters for ka, and ki does not give rise to calcium alternans neither at normal pacing rates (3 Hz) nor when the pacing interval is shortened further. However, we find that changing activation and inactivation rates can produce the appearance of long (of at least 20 beats) transient calcium alternans at 5 Hz (Figure S2 in Appendix S1), as observed in isolated rabbit cardiomyocytes [18]. Larger changes in activation and inactivation rates generate alternans even at normal pacing rates (,3 Hz). We also considered several values of the time for RyR2 recovery from inactivation, tr, tr = 200 ms (the original value), 750 ms, and 1500 ms. In most simulations we used as benchmark value tr 1407003 = 750 ms. This value agrees with the refractoriness of calcium release measured in other reports [9], [15], [19]. We checked that this benchmark value is consistent with experiments on the restitution of the calcium transient [9] (see Appendix S1). We developed a novel numerical protocol to analyze the specific effects on calcium handling dynamics of RyR2 activation, inactivation and recovery from inactivation, as well as SR calcium loading. In this protocol, the myocyte was stimulated at a constant pacing rate until steady state was reached. Then, we compared this steady state response with simulations where alternations in SR Ca load, or alternations in the recovery level of RyR2s were eliminated. The key aspect of this scheme is the procedure to eliminate alternations in SR Ca load or in the level of recovered RyR2s, which we achieved using a dynamic clamping protocol. The specific details are described in the next subsection together with a discussion on how they fit in the general problem of uncovering the mechanism behind the presence of calcium alternans.variables and test if the cytosolic calcium alternans persists. If it does not persist, we can be confident that alternation in this variable is a necessary condition for cytosolic calcium alternans. To be sure that there are no spurious effects this modification must be done without changing the release process, and wit.N. We here attempt to circumvent this problem by developing a novel numerical protocol applied to a computer model of a rabbit ventricular myocyte, where we can specifically change the dynamics of SR loading and RyR2 gating, and investigate the mechanisms responsible for theCa2+ Alternans and RyR2 Refractorinessinduction of calcium alternans, under different operating conditions of the RyR2.MethodsWe used a description of a rabbit ventricular myocyte based on the model described by Shannon et al [17]. The same formal equations were used, but differences in the values of some parameters of the calcium dynamics were introduced. The description of the RyR2 considers transitions among four states, one open, one closed, and two inactivated. The nomenclature and associated reaction equations for the RyR2 are shown in Figure S1 of Appendix S1. Activation and inactivation rates, given by the constants ka, and ki, were systematically changed in order to analyze their effect on the beat-to-beat response (see Table S1 in Appendix S1 for a summary of changes in the parameters). We have measured the alternans amplitude, defined as the difference in peak cytosolic calcium at two consecutive beats, as a function of activation and inactivation rates, and for different values of the pacing period and the RyR2 recovery time from inactivation. The myocyte model by Shannon et al [17] using the original parameters for ka, and ki does not give rise to calcium alternans neither at normal pacing rates (3 Hz) nor when the pacing interval is shortened further. However, we find that changing activation and inactivation rates can produce the appearance of long (of at least 20 beats) transient calcium alternans at 5 Hz (Figure S2 in Appendix S1), as observed in isolated rabbit cardiomyocytes [18]. Larger changes in activation and inactivation rates generate alternans even at normal pacing rates (,3 Hz). We also considered several values of the time for RyR2 recovery from inactivation, tr, tr = 200 ms (the original value), 750 ms, and 1500 ms. In most simulations we used as benchmark value tr 1407003 = 750 ms. This value agrees with the refractoriness of calcium release measured in other reports [9], [15], [19]. We checked that this benchmark value is consistent with experiments on the restitution of the calcium transient [9] (see Appendix S1). We developed a novel numerical protocol to analyze the specific effects on calcium handling dynamics of RyR2 activation, inactivation and recovery from inactivation, as well as SR calcium loading. In this protocol, the myocyte was stimulated at a constant pacing rate until steady state was reached. Then, we compared this steady state response with simulations where alternations in SR Ca load, or alternations in the recovery level of RyR2s were eliminated. The key aspect of this scheme is the procedure to eliminate alternations in SR Ca load or in the level of recovered RyR2s, which we achieved using a dynamic clamping protocol. The specific details are described in the next subsection together with a discussion on how they fit in the general problem of uncovering the mechanism behind the presence of calcium alternans.variables and test if the cytosolic calcium alternans persists. If it does not persist, we can be confident that alternation in this variable is a necessary condition for cytosolic calcium alternans. To be sure that there are no spurious effects this modification must be done without changing the release process, and wit.