Key result
Markov chain modeling reveals Ca spark activation transitions from a metastable to an absorbing state.
Why the study?
Cardiac muscle contraction is initiated by elementary Ca signals achieved by collective action of Ca release channels in a cluster, but the mechanism of this synchronization remains uncertain.
A novel mathematical model describes cardiac Ca spark activation as a transition from a metastable to an absorbing state, providing quantitative insights into the synchronization of Ca release channels.
Does not inform clinical Ca handling management; leaves open validation of Ising-Markov models for human ryanodine receptor synchrony.
Cardiac muscle contraction is initiated by an elementary Ca signal (called Ca spark) which is achieved by collective action of Ca release channels in a cluster. The mechanism of this synchronization remains uncertain. We approached Ca spark activation as an emergent phenomenon of an interactive system of release channels. We constructed a weakly lumped Markov chain that applies an Ising model formalism to such release channel clusters and probable open channel configurations and demonstrated that spark activation is described as a system transition from a metastable to an absorbing state, analogous to the pressure required to overcome surface tension in bubble formation. This yielded quantitative estimates of the spark generation probability as a function of various system parameters. We performed numerical simulations to find spark probabilities as a function of sarcoplasmic reticulum Ca concentration, obtaining similar values for spark activation threshold as our analytic model, as well as those reported in experimental studies. Our parametric sensitivity analyses also showed that the spark activation threshold decreased as Ca sensitivity of RyR activation and RyR cluster size increased.
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Veron et al. (2023) studied Cardiac muscle contraction (Ca spark activation). Markov chain and Ising model formalism was evaluated on Spark generation probability and activation threshold. A weakly lumped Markov chain applying an Ising model formalism demonstrated that Ca spark activation is described as a system transition from a metastable to an absorbing state.
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