journal article·2026-08Open access

Modeling calcium-dependent passive cardiac mechanics in the mouse

Will Zhang, Filip Jezek, Anthony J. Baker, Daniel A. Beard, David A. Nordsletten

Acta Biomaterialia· Volume 219

Abstract

While previous studies have characterized the impact of nonlinearity, anisotropy, and viscoelasticity on myocardial mechanics, calcium itself has been thought to primarily affect the active, not passive, mechanics. Recent experimental studies, however, have demonstrated that calcium has a tremendous effect on the passive viscoelasticity of myocardial tissues. This has significant implications for the mechanics of the beating heart, as calcium cycling would imply dynamic changes in the passive function of the heart and could contribute to elevated stiffening in conditions such as diastolic heart failure. In this study, we aim to extend recently developed fractional viscoelastic constitutive models to incorporate this calcium-sensitive response. We show that the effect of calcium on the passive mechanical response requires additional Maxwell arms in the viscoelastic form. The effect of calcium appears to induce a pure viscoelastic response with a first-order exponential decay, characterized by a fast time constant of ∼2.17s. We find that this form captured the passive mechanical response at all calcium levels. This calcium dependence appears as a pure scaling factor in the form of a Hill curve and can elevate passive mechanics by 6-fold in mouse trabeculae. This model will enable more accurate computational models of the heart that incorporate the effects of calcium on passive mechanics. Statement of Significance: Previous studies on the passive mechanics of myocardium have often ignored the effects of calcium, assuming it primarily affects the active response. However, recent experiments have demonstrated a tremendous effect on passive viscoelasticity. This has significant implications, as calcium cycling would imply a dynamic change in passive function and could contribute to elevated stiffness in conditions such as diastolic heart failure. In this study, we show that the effect of calcium can be modeled with an additional Maxwell arm in a fractional viscoelastic model. Calcium induces a pure viscoelastic response with a first-order exponential decay (∼2.17s). The dependence on concentration appears as a scaling factor in the form of a Hill curve and can elevate passive mechanics by sixfold.
Source: openalex_inverted_index · Quality: baseline

Research context

OpenAlex topics: Cardiac electrophysiology and arrhythmias · Cardiac Fibrosis and Remodeling · Congenital heart defects research

SciVX discovery tags are terminology-based. OpenAlex topics are source-provided classifications.

References (84)

Show source-provided references
1. Diastolic heart failure – abnormalities in active relaxation and passive stiffness of the left ventricle10.1056/NEJMoa032566 ↗
2. Heart failure with preserved ejection fraction10.1161/CIRCRESAHA.115.302922 ↗
3. Integration of concepts: cardiac extracellular matrix remodeling after myocardial infarction10.1054/jcaf.2002.129261 ↗
4. A few applications of a physical theorem to membranes in the human body in a state of tension10.1007/BF03171228 ↗
5. Die Länge und die spannung des muskels10.1111/j.1748-1716.1892.tb00660.x ↗
6. Mechanical properties of the heart muscle in the passive state10.1016/0021-9290(73)90017-1 ↗
7. Passive biaxial mechanical properties of isolated canine myocardium10.1113/jphysiol.1983.sp014738 ↗
8. Quantification of the mechanical properties of noncontracting canine myocardium under simultaneous biaxial loading10.1016/0021-9290(87)90279-X ↗
9. A triaxial-measurement shear-test device for soft biological tissues10.1115/1.1289624 ↗
10. Shear properties of passive ventricular myocardium10.1152/ajpheart.00111.2002 ↗
11. Biomechanical properties and microstructure of human ventricular myocardium10.1016/j.actbio.2015.06.031 ↗
12. An integrated inverse model-experimental approach to determine soft tissue three-dimensional constitutive parameters: application to post-infarcted myocardium10.1007/s10237-017-0943-1 ↗
13. Insights into the passive mechanical behavior of left ventricular myocardium using a robust constitutive model based on full 3D kinematics10.1016/j.jmbbm.2019.103508 ↗
14. Holzapfel · 2000
15. Truesdell · 2004 · 1
16. Biomechanical experiments on excised myocardium: theoretical considerations10.1016/0021-9290(89)90052-3 ↗
17. Determination of a constitutive relation for passive myocardium: I. A new functional form10.1115/1.2891193 ↗
18. Determination of a constitutive relation for passive myocardium: II. parameter estimation10.1115/1.2891194 ↗
19. Mechanics of active contraction in cardiac muscle: Part I - Constitutive relations for fiber stress that describe deactivation10.1115/1.2895473 ↗
20. Modelling cardiac mechanical properties in three dimensions10.1098/rsta.2001.0828 ↗
21. Constitutive modelling of passive myocardium: a structurally based framework for material characterization
22. Die Länge und die spannung des muskels10.1111/j.1748-1716.1893.tb00749.x ↗
23. Die Länge und die spannung des muskels10.1111/j.1748-1716.1894.tb00198.x ↗
24. The thermo-elastic properties of muscle10.1098/rstb.1921.0005 ↗
25. The viscous elastic properties of muscle10.1098/rspb.1927.0014 ↗
26. Quantification of shear deformations and corresponding stresses in the biaxially tested human myocardium10.1007/s10439-015-1281-z ↗
27. Titin-Actin interaction in mouse myocardium: Passive tension modulation and its regulation by Calcium/S100A110.1016/S0006-3495(01)75876-6 ↗
28. Differential actin binding along the PEVK domain of skeletal muscle titin10.1242/jcs.01501 ↗
29. Calcium-dependent molecular spring elements in the giant protein titin10.1073/pnas.2235652100 ↗
30. Passive myocardial mechanical properties: meaning, measurement, models10.1007/s12551-021-00838-1 ↗
31. Titin mutation in familial restrictive cardiomyopathy10.1016/j.ijcard.2013.11.037 ↗
32. Truncations of titin causing dilated cardiomyopathy10.1056/NEJMoa1110186 ↗
33. Contributions of Titin and Collagen to Passive stress in Muscles from mdm Mice with a small deletion in Titin’s molecular spring10.3390/ijms23168858 ↗
34. Reversible unfolding of individual titin immunoglobulin domains by AFM10.1126/science.276.5315.1109 ↗
35. Mechanics on Myocardium deficient in the N2B region of Titin: The Cardiac-Unique spring element improves efficiency of the Cardiac cycle10.1016/j.bpj.2011.06.054 ↗
36. Titin isoform-dependent effect of calcium on passive myocardial tension10.1152/ajpheart.00553.2004 ↗
37. Titin-Isoform dependence of Titin-Actin interaction and its regulation by S100A1/Ca2+in skinned myocardium10.1155/2010/727239 ↗
38. Regulation of muscle force in the absence of actin-myosin-based cross-bridge interaction10.1152/ajpcell.00049.2010 ↗
39. Titin activates myosin filaments in skeletal muscle by switching from an extensible spring to a mechanical rectifier10.1073/pnas.2219346120 ↗
40. Ca2+ increases cardiac muscle viscoelasticity independent of active force development10.1016/j.bpj.2025.07.009 ↗
41. Theoretical analysis of power-law stress relaxation and calcium-dependent passive mechanics in cardiac muscle10.1113/JP288807 ↗
42. Simulating hyperelasticity and fractional viscoelasticity in the human heart10.1016/j.cma.2023.116048 ↗
43. A viscoelastic model for human myocardium10.1016/j.actbio.2021.08.036 ↗
44. Bonet · 1997
45. Ogden · 1997
46. Laminar structure of the heart: ventricular myocyte arrangement and connective tissue architecture in the dog10.1152/ajpheart.1995.269.2.H571 ↗
47. Comparison of biomechanical properties and microstructure of trabeculae carneae, papillary muscles, and myocardium in the human heart10.1115/1.4041966 ↗
48. Hierarchical analogues to fractional relaxation equations10.1088/0305-4470/26/19/034 ↗
49. Generalized viscoelastic models: their fractional equations with solutions10.1088/0305-4470/28/23/012 ↗
50. Podlubny · 1998
51. On the thermodynamic consistency of Quasi-linear viscoelastic models for soft solids10.1016/j.mechrescom.2020.103648 ↗
52. A viscoelastic constitutive model for human femoropopliteal arteries10.1016/j.actbio.2023.09.007 ↗
53. SciPy 1.0: fundamental algorithms for scientific computing in Python10.1038/s41592-019-0686-2 ↗
54. Cython: The best of both worlds10.1109/MCSE.2010.118 ↗
55. Experimental study and modelling the evolution of viscoelastic hysteresis loop at different frequencies in myocardial tissue
56. Comparative analysis of nonlinear viscoelastic models across common biomechanical experiments10.1007/s10659-021-09827-7 ↗
57. Lakes · 1999
58. Fractional diffusion based on Riemann-Liouville fractional derivatives10.1021/jp9936289 ↗
59. Fractional calculus in bioengineering, Part 110.1615/CritRevBiomedEng.v32.10 ↗
60. Grimnes · 2014
61. Fractional viscoelastic models for power-law materials10.1039/D0SM00354A ↗
62. Fractional order viscoelasticity in characterization for atrial tissue10.1007/s13367-013-0009-6 ↗
63. A model of lung parenchyma stress relaxation using fractional viscoelasticity10.1016/j.medengphy.2015.05.003 ↗
64. Nonlinear viscoelastic constitutive model for bovine liver tissue10.1007/s10237-020-01297-5 ↗
65. The fractional viscoelastic response of human breast tissue cells10.1088/1478-3975/12/4/046001 ↗
66. Fractional order viscoelasticity of the aortic valve cusp: An alternative to quasilinear viscoelasticity10.1115/1.1933900 ↗
67. A fractional derivative model to describe arterial viscoelasticity
68. Anisotropic fractional viscoelastic constitutive models for human descending thoracic aortas10.1016/j.jmbbm.2019.07.010 ↗
69. The effects of viscoelasticity on residual strain in aortic soft tissues10.1016/j.actbio.2021.11.019 ↗
70. An efficient and accurate method for modeling nonlinear fractional viscoelastic biomaterials10.1016/j.cma.2020.112834 ↗
71. Folding-Unfolding transitions in single Titin molecules characterized with laser tweezers10.1126/science.276.5315.1112 ↗
72. Mechanically driven Contour-Length adjustment in rat cardiac Titin’s unique N2B sequence: Titin is an adjustable spring10.1161/01.RES.84.11.1339 ↗
73. Passive tension in cardiac muscle: contribution of collagen, titin, microtubules, and intermediate filaments10.1016/S0006-3495(95)80278-X ↗
74. Interaction between PEVK-titin and actin filaments: Origin of a viscous force component in Cardiac Myofibrils10.1161/hh2201.099453 ↗
75. Right ventricular myocardial mechanics: Multi-modal deformation, microstructure, modeling, and comparison to the left ventricle10.1016/j.actbio.2020.12.006 ↗
76. Preparation of viable adult ventricular myocardial slices from large and small mammals10.1038/nprot.2017.139 ↗
77. Intact myocardial preparations reveal intrinsic transmural heterogeneity in cardiac mechanics10.1016/j.yjmcc.2020.03.007 ↗
78. Mechanosensitive molecular mechanisms of myocardial fibrosis in living myocardial slices10.1002/ehf2.13832 ↗
79. Calcium and excitation-contraction coupling in the heart10.1161/CIRCRESAHA.117.310230 ↗
80. Transmural APD gradient synchronizes repolarization in the human left ventricular wall10.1093/cvr/cvv202 ↗
81. Highly variable contractile performance correlates with myocyte content in trabeculae from failing human hearts10.1038/s41598-018-21199-y ↗
82. Biomechanical modeling of the brain for Computer-Assisted neurosurgery
83. Length dependence of Calcium- and Force-Transients in normal and failing human myocardium10.1006/jmcc.1998.0670 ↗
84. Intracellular calcium transient of working human myocardium of seven patients transplanted for congestive heart failure10.1161/01.RES.74.5.952 ↗