Literature DB >> 32330487

Quantitative analysis of variability in an integrated model of human ventricular electrophysiology and β-adrenergic signaling.

Jingqi Q X Gong1, Monica E Susilo2, Anna Sher2, Cynthia J Musante2, Eric A Sobie3.   

Abstract

In ventricular myocytes, stimulation of β-adrenergic receptors activates critical cardiac signaling pathways, leading to shorter action potentials and increased contraction strength during the "fight-or-flight" response. These changes primarily result, at the cellular level, from the coordinated phosphorylation of multiple targets by protein kinase A. Although mathematical models of the intracellular signaling downstream of β-adrenergic receptor activation have previously been described, only a limited number of studies have explored quantitative interactions between intracellular signaling and electrophysiology in human ventricular myocytes. Accordingly, our objective was to develop an integrative mathematical model of β-adrenergic receptor signaling, electrophysiology, and intracellular calcium (Ca2+) handling in the healthy human ventricular myocyte. We combined published mathematical models of intracellular signaling and electrophysiology, then calibrated the model results against voltage clamp data and physiological changes occurring after stimulation of β-adrenergic receptors with isoproterenol. We subsequently: (1) explored how molecular variability in different categories of model parameters translated into phenotypic variability; (2) identified the most important parameters determining physiological cellular outputs in the model before and after β-adrenergic receptor stimulation; and (3) investigated which molecular level alterations can produce a phenotype indicative of heart failure with preserved ejection fraction (HFpEF). Major results included: (1) variability in parameters that controlled intracellular signaling caused qualitatively different behavior than variability in parameters controlling ion transport pathways; (2) the most important model parameters determining action potential duration and intracellular Ca2+ transient amplitude were generally consistent before and after β-adrenergic receptor stimulation, except for a shift in the importance of K+ currents in determining action potential duration; and (3) decreased Ca2+ uptake into the sarcoplasmic reticulum, increased Ca2+ extrusion through Na+/Ca2+ exchanger and decreased Ca2+ leak from the sarcoplasmic reticulum may contribute to HFpEF. Overall, this study provided novel insight into the phenotypic consequences of molecular variability, and our integrated model may be useful in the design and interpretation of future experimental studies of interactions between β-adrenergic signaling and cellular physiology in human ventricular myocytes.
Copyright © 2020. Published by Elsevier Ltd.

Entities:  

Keywords:  Arrhythmia; Autonomic regulation; Heart failure; Mathematical modeling; Simulations; Sympathetic stimulation

Mesh:

Substances:

Year:  2020        PMID: 32330487      PMCID: PMC7944586          DOI: 10.1016/j.yjmcc.2020.04.009

Source DB:  PubMed          Journal:  J Mol Cell Cardiol        ISSN: 0022-2828            Impact factor:   5.000


  59 in total

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Authors:  Jordi Heijman; Paul G A Volders; Ronald L Westra; Yoram Rudy
Journal:  J Mol Cell Cardiol       Date:  2011-02-21       Impact factor: 5.000

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Journal:  Methods Mol Biol       Date:  2018

3.  Quantification of repolarization reserve to understand interpatient variability in the response to proarrhythmic drugs: a computational analysis.

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Journal:  Heart Rhythm       Date:  2011-06-07       Impact factor: 6.343

Review 4.  Cell- and molecular-level mechanisms contributing to diastolic dysfunction in HFpEF.

Authors:  Kenneth S Campbell; Vincent L Sorrell
Journal:  J Appl Physiol (1985)       Date:  2015-04-24

5.  Slow Delayed Rectifier Current Protects Ventricular Myocytes From Arrhythmic Dynamics Across Multiple Species: A Computational Study.

Authors:  Meera Varshneya; Ryan A Devenyi; Eric A Sobie
Journal:  Circ Arrhythm Electrophysiol       Date:  2018-10

6.  β-adrenergic stimulation activates early afterdepolarizations transiently via kinetic mismatch of PKA targets.

Authors:  Yuanfang Xie; Eleonora Grandi; Jose L Puglisi; Daisuke Sato; Donald M Bers
Journal:  J Mol Cell Cardiol       Date:  2013-02-26       Impact factor: 5.000

Review 7.  Cardiac sarcoplasmic reticulum calcium leak: basis and roles in cardiac dysfunction.

Authors:  Donald M Bers
Journal:  Annu Rev Physiol       Date:  2013-11-13       Impact factor: 19.318

8.  Comprehensive analyses of ventricular myocyte models identify targets exhibiting favorable rate dependence.

Authors:  Megan A Cummins; Pavan J Dalal; Marco Bugana; Stefano Severi; Eric A Sobie
Journal:  PLoS Comput Biol       Date:  2014-03-27       Impact factor: 4.475

9.  Degradation of T-Tubular Microdomains and Altered cAMP Compartmentation Lead to Emergence of Arrhythmogenic Triggers in Heart Failure Myocytes: An in silico Study.

Authors:  Alexandra D Loucks; Thomas O'Hara; Natalia A Trayanova
Journal:  Front Physiol       Date:  2018-12-04       Impact factor: 4.566

Review 10.  A Heart for Diversity: Simulating Variability in Cardiac Arrhythmia Research.

Authors:  Haibo Ni; Stefano Morotti; Eleonora Grandi
Journal:  Front Physiol       Date:  2018-07-20       Impact factor: 4.566

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  7 in total

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Authors:  Pras Pathmanathan; Suran K Galappaththige; Jonathan M Cordeiro; Abouzar Kaboudian; Flavio H Fenton; Richard A Gray
Journal:  Front Physiol       Date:  2020-11-19       Impact factor: 4.566

Review 2.  In vitro and In silico Models to Study SARS-CoV-2 Infection: Integrating Experimental and Computational Tools to Mimic "COVID-19 Cardiomyocyte".

Authors:  Rafael Dariolli; Chiara Campana; Amy Gutierrez; Eric A Sobie
Journal:  Front Physiol       Date:  2021-02-17       Impact factor: 4.566

3.  Inflammation as a Risk Factor in Cardiotoxicity: An Important Consideration for Screening During Drug Development.

Authors:  Chiara Campana; Rafael Dariolli; Mohamed Boutjdir; Eric A Sobie
Journal:  Front Pharmacol       Date:  2021-04-19       Impact factor: 5.810

4.  Altered serum calcium homeostasis independently predicts mortality in patients with acute coronary syndrome: a retrospective observational cohort study.

Authors:  Wen Su; Jie-Gao Zhu; Xue-Qiao Zhao; Hui Chen; Wei-Ping Li; Hong-Wei Li
Journal:  BMJ Open       Date:  2021-11-30       Impact factor: 2.692

5.  Molecular noise filtering in the β-adrenergic signaling network by phospholamban pentamers.

Authors:  Daniel Koch; Alexander Alexandrovich; Florian Funk; Ay Lin Kho; Joachim P Schmitt; Mathias Gautel
Journal:  Cell Rep       Date:  2021-07-27       Impact factor: 9.995

6.  A computational model of induced pluripotent stem-cell derived cardiomyocytes for high throughput risk stratification of KCNQ1 genetic variants.

Authors:  Divya C Kernik; Pei-Chi Yang; Junko Kurokawa; Joseph C Wu; Colleen E Clancy
Journal:  PLoS Comput Biol       Date:  2020-08-14       Impact factor: 4.475

7.  Beta-Adrenergic Receptor Stimulation Modulates the Cellular Proarrhythmic Effects of Chloroquine and Azithromycin.

Authors:  Henry Sutanto; Jordi Heijman
Journal:  Front Physiol       Date:  2020-10-22       Impact factor: 4.566

  7 in total

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