PLoS Computational BiologySystems BiologyPeer-reviewed journal article
Two-variable nullcline analysis of ionic general equilibrium predicts calcium homeostasis in ventricular myocytes
David ConesaiD, Blas EchebarriaiD, Angelina PeñarandaiD, Inma Rodríguez CantalapiedraiD, Yohannes ShiferawiD, Enrique Álvarez-LacalleiD
Abstract
AbstractVentricular contraction is roughly proportional to the amount of calcium released from the Sarcoplasmic Reticulum (SR) during systole. While it is rather straightforward to measure calcium levels and contractibility under different physiological condition, the complexity of calcium handling during systole and diastole has made the prediction of its release at steady state impossible. Here we approach the problem analyzing the evolution of intracellular and extracellular calcium fluxes during a single beat which is away from homeostatic balance. Using an in-silico subcellular model of rabbit ventricular myocyte, we show that the high dimensional nonlinear problem of finding the steady state can be reduced to a two-variable general equilibrium condition where pre-systolic calcium level in the cytosol and in the SR must fulfill simultaneously two different equalities. This renders calcium homeostasis as a problem that can be studied in terms of its equilibrium structure, leading to precise predictions of steady state from single-beat measurements. We show how changes in ionic channels modify the general equilibrium as shocks would do in general equilibrium macroeconomic models. This allows us to predict when an enhanced entrance of calcium in the cell reduces its contractibility and explain why SERCA gene therapy, a change in calcium handling to treat heart failure, might fail to improve contraction even when it successfully increases SERCA expression. Author summaryCardiomyocytes, upon voltage excitation, release calcium, which leads to cell contraction. However, under some pathological conditions, calcium handling is impaired. Recently, SERCA gene therapy, whose aim is to improve Ca2+ sequestration by the Sarcoplasmic Reticulum (SR), has failed to improve the prognosis of patients with Heart Failure. This, together with recent counterintuitive results in calcium handling, has highlighted the need for a framework to understand calcium homeostasis across species and pathologies. We show here that the proper framework is a general equilibrium approach of two independent variables. The development of this framework allows us to find a possible mechanism for the failure of SERCA gene therapy even when it manages to increase Ca SERCA expression.
- Citations
- 7
- FWCI
- 0.62
- Field percentile
- top 30%
Reproducibility ledger
Nobody has reported trying to reproduce this paper yet. Did you replicate an experiment or run the code? Your report saves the next lab a week.
Sign in to file a reproducibility report.
Related papers
- Buffering and total calcium levels determine the presence of oscillatory regimes in cardiac cells
M. Marchena, B. Echebarria, … E. Alvarez-Lacalle·bioRxiv·Feb 14, 2020
- Calcium transient was triggered by Na+ influx in phase 0 and regulated by Ca2+ influx in phase 2 of the action potential in adult rat left ventricular cardiomyocyte
- Species-Dependent Limitations of Murine Myocardium for Investigating the Combined Inotropic Effects of SERCA2a Stimulation and Myofilament Ca2+ Sensitization
Francesca Misitano, Natasha Giacomelli, … Francesco Lodola·bioRxiv·Nov 2, 2026
- Downregulation of RyR and NCX in the neonatal rat ventricular myocyte modulates cytosolic
E. Vazquez-Hidalgo, X. Zhang, … P. Katira·bioRxiv·Oct 20, 2021
- Slow Calcium Removal Prolongs Ventricular Relaxation in Mice with HFpEF
Tamzin Zawadzki, Diana S. Usai, … Morten Bækgaard Thomsen·bioRxiv·Sep 10, 2025
- Mechanisms of spontaneous Ca2+ release-mediated arrhythmia in a novel 3D human atrial myocyte model: II. Ca2+-handling protein variation