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Updated: Jan 24, 2026

Assessment of Sarcoplasmic Reticulum Calcium Reserve and Intracellular Diastolic Calcium Removal in Isolated Ventricular Cardiomyocytes
Published on: September 18, 2017
Mechanisms of Calcium Leak from Cardiac Sarcoplasmic Reticulum Revealed by Statistical Mechanics
Anna V Maltsev1, Michael D Stern2, Victor A Maltsev2
1School of Mathematics, Queen Mary University of London, London, United Kingdom.
Insights
Abnormal calcium (Ca) leaks from the sarcoplasmic reticulum (SR) in heart muscle can cause arrhythmias. This study models these Ca leaks using statistical mechanics, identifying distinct synchronized and disordered leak regimes based on key parameters.
Area of Science:
- Cardiovascular Physiology
- Computational Biology
- Statistical Mechanics
Background:
- Normal heart muscle contraction relies on synchronized calcium (Ca) release from the sarcoplasmic reticulum (SR).
- Abnormal Ca leaks from the SR impair contraction and increase arrhythmia risk.
- Mechanisms driving SR Ca leak remain incompletely understood.
Purpose of the Study:
- To gain mechanistic insights into the emergence of abnormal Ca leak from the SR.
- To classify different regimes of SR Ca leak.
- To develop a computational tool for predicting Ca leak phenomena.
Main Methods:
- Employed numerical and analytical modeling of the Ca release unit.
- Utilized a detailed, realistic model of SR Ca handling.
- Mapped Ca leak emergence to the Ising model from statistical mechanics.
Main Results:
- Identified sharp transitions leading to Ca leak in numerical simulations.
- Demonstrated that SR steady-state behavior maps to Ising model parameters (h and β).
- Classified leak regimes using a phase diagram, distinguishing synchronized from disordered leaks based on parameters and Peierls contour lengths.
Conclusions:
- SR Ca leak phenomena can be mechanistically understood and classified using statistical mechanics principles.
- The study provides explicit formulas and a phase diagram for predicting synchronized and disordered Ca leak regimes.
- An instantaneous computational tool is offered for analyzing ryanodine receptor parameters and SR Ca load related to leak emergence.
Abstract:
Heart muscle contraction is normally activated by a synchronized Ca release from sarcoplasmic reticulum (SR), a major intracellular Ca store. However, under abnormal conditions, Ca leaks from the SR, decreasing heart contraction amplitude and increasing risk of life-threatening arrhythmia. The mechanisms and regimes of SR operation generating the abnormal Ca leak remain unclear. Here, we employed both numerical and analytical modeling to get mechanistic insights into the emergent Ca leak phenomenon. Our numerical simulations using a detailed realistic model of the Ca release unit reveal sharp transitions resulting in Ca leak. The emergence of leak is closely mapped mathematically to the Ising model from statistical mechanics. The system steady-state behavior is determined by two aggregate parameters: the analogs of magnetic field (h) and the inverse temperature (β) in the Ising model, for which we have explicit formulas in terms of SR [Ca] and release channel opening and closing rates. The classification of leak regimes takes the shape of a phase β-h diagram, with the regime boundaries occurring at h = 0 and a critical value of β (β∗) that we estimate using a classical Ising model and mean field theory. Our theory predicts that a synchronized Ca leak will occur when h > 0 and β >β∗, and a disordered leak occurs when β <β∗ and h is not too negative. The disorder leak is distinguished from synchronized leak (in long-lasting sparks) by larger Peierls contour lengths, an output parameter reflecting degree of disorder. Thus, in addition to our detailed numerical model approach, we also offer an instantaneous computational tool using analytical formulas of the Ising model for respective ryanodine receptor parameters and SR Ca load that describe and classify phase transitions and leak emergence.
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