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June 16, 2021Frontiers in Physiology9 citationsOpen Access

Cardiorenal Systems Modeling: Left Ventricular Hypertrophy and Differential Effects of Antihypertensive Therapies on Hypertrophy Regression

KHK. Melissa HallowCBCharles H. Van BrackleSASommer Anjum

Key Result

An integrated mathematical cardiorenal model demonstrated that losartan produces a larger reduction in left ventricular mass than atenolol because heart rate lowering with beta blockers limits the reduction in peak systolic wall stress.

Key Points

  • To develop an integrated mathematical model coupling renal function, cardiac function, and cardiac remodeling to investigate left ventricular hypertrophy and differential regression responses to antihypertensive therapies.
  • Coupled existing mathematical models of cardiac and renal physiology into a unified cardiorenal systems framework.
  • Simulated cardiac remodeling pathways under conditions of pressure overload and volume overload.
  • Modeled pharmacological responses and left ventricular mass regression following treatment with angiotensin receptor blockers versus beta-blockers.
  • Reproduced distinct hypertrophy patterns for pressure and volume overload, showing that increased myocyte diameter normalizes wall shear stress and preserves cardiac output and renal fluid balance.
  • Recapitulated clinical findings showing greater left ventricular mass reduction with angiotensin receptor blockers than with beta-blockers.
  • Identified a mechanistic explanation demonstrating that heart rate lowering by beta-blockers limits the reduction in peak systolic wall stress compared with angiotensin receptor blockers.

Structured PICO

P
Population
Mathematical model of integrated cardiorenal physiology
I
Intervention
Simulation of angiotensin receptor blockers and beta-blockers
O
Outcome
Cardiac remodeling and hypertrophy regression (LV mass reduction)surrogate

A novel integrated cardiorenal mathematical model mechanistically explains the clinically observed superiority of ARBs over beta-blockers in regressing left ventricular hypertrophy.

Limitations

  • The model approximates the left ventricle as a sphere rather than its true ellipsoidal shape.
  • Spatial variations in cardiac geometry and mechanical properties were not considered.
  • The function of the atria was not included.
  • Other potential cardiac benefits of heart rate lowering with beta blockers were not considered.

Abstract

Cardiac and renal function are inextricably connected through both hemodynamic and neurohormonal mechanisms, and the interaction between these organ systems plays an important role in adaptive and pathophysiologic remodeling of the heart, as well as in the response to renally acting therapies. Insufficient understanding of the integrative function or dysfunction of these physiological systems has led to many examples of unexpected or incompletely understood clinical trial results. Mathematical models of heart and kidney physiology have long been used to better understand the function of these organs, but an integrated model of renal function and cardiac function and cardiac remodeling has not yet been published. Here we describe an integrated cardiorenal model that couples existing cardiac and renal models, and expands them to simulate cardiac remodeling in response to pressure and volume overload, as well as hypertrophy regression in response to angiotensin receptor blockers and beta-blockers. The model is able to reproduce different patterns of hypertrophy in response to pressure and volume overload. We show that increases in myocyte diameter are adaptive in pressure overload not only because it normalizes wall shear stress, as others have shown before, but also because it limits excess volume accumulation and further elevation of cardiac stresses by maintaining cardiac output and renal sodium and water balance. The model also reproduces the clinically observed larger LV mass reduction with angiotensin receptor blockers than with beta blockers. We further provide a mechanistic explanation for this difference by showing that heart rate lowering with beta blockers limits the reduction in peak systolic wall stress (a key signal for myocyte hypertrophy) relative to ARBs.

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Cite This Study

Hallow et al. (2021) studied Left ventricular hypertrophy. Losartan (simulated) vs. Atenolol (simulated) was evaluated on Left ventricular mass reduction. An integrated mathematical cardiorenal model demonstrated that losartan produces a larger reduction in left ventricular mass than atenolol because heart rate lowering with beta blockers limits the reduction in peak systolic wall stress.

synapsesocial.com/papers/6a0edffc25c30b2cc7f9de18https://doi.org/10.3389/fphys.2021.679930
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