TY - GEN
T1 - A High-Fidelity 3D Micromechanical Model of Ventricular Myocardium
AU - Li, David S.
AU - Mendiola, Emilio A.
AU - Avazmohammadi, Reza
AU - Sachse, Frank B.
AU - Sacks, Michael S.
N1 - Funding Information:
Acknowledgments. This work is supported by the National Institutes of Health (T32 EB007507, F31 HL139113 to D.S.L., K99 HL138288 to R.A.).
Publisher Copyright:
© 2021, Springer Nature Switzerland AG.
PY - 2021
Y1 - 2021
N2 - Pulmonary arterial hypertension (PAH) imposes a pressure overload on the right ventricle (RV), leading to myofiber hypertrophy and remodeling of the extracellular collagen fiber network. While the macroscopic behavior of healthy and post-PAH RV free wall (RVFW) tissue has been studied previously, the mechanical microenvironment that drives remodeling events in the myofibers and the extracellular matrix (ECM) remains largely unexplored. We hypothesize that multiscale computational modeling of the heart, linking cellular-scale events to tissue-scale behavior, can improve our understanding of cardiac remodeling and better identify therapeutic targets. We have developed a high-fidelity microanatomically realistic model of ventricular myocardium, combining confocal microscopy techniques, soft tissue mechanics, and finite element modeling. We match our microanatomical model to the tissue-scale mechanical response of previous studies on biaxial properties of RVFW and examine the local myofiber-ECM interactions to study fiber-specific mechanics at the scale of individual myofibers. Through this approach, we determine that the interactions occurring at the tissue scale can be accounted for by accurately representing the geometry of the myofiber-collagen arrangement at the micro scale. Ultimately, models such as these can be used to link cellular-level adaptations with organ-level adaptations to lead to the development of patient-specific treatments for PAH.
AB - Pulmonary arterial hypertension (PAH) imposes a pressure overload on the right ventricle (RV), leading to myofiber hypertrophy and remodeling of the extracellular collagen fiber network. While the macroscopic behavior of healthy and post-PAH RV free wall (RVFW) tissue has been studied previously, the mechanical microenvironment that drives remodeling events in the myofibers and the extracellular matrix (ECM) remains largely unexplored. We hypothesize that multiscale computational modeling of the heart, linking cellular-scale events to tissue-scale behavior, can improve our understanding of cardiac remodeling and better identify therapeutic targets. We have developed a high-fidelity microanatomically realistic model of ventricular myocardium, combining confocal microscopy techniques, soft tissue mechanics, and finite element modeling. We match our microanatomical model to the tissue-scale mechanical response of previous studies on biaxial properties of RVFW and examine the local myofiber-ECM interactions to study fiber-specific mechanics at the scale of individual myofibers. Through this approach, we determine that the interactions occurring at the tissue scale can be accounted for by accurately representing the geometry of the myofiber-collagen arrangement at the micro scale. Ultimately, models such as these can be used to link cellular-level adaptations with organ-level adaptations to lead to the development of patient-specific treatments for PAH.
KW - Finite element modeling
KW - Image based modeling
KW - Soft tissue mechanics
UR - http://www.scopus.com/inward/record.url?scp=85111819632&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=85111819632&partnerID=8YFLogxK
U2 - 10.1007/978-3-030-78710-3_17
DO - 10.1007/978-3-030-78710-3_17
M3 - Conference contribution
AN - SCOPUS:85111819632
SN - 9783030787097
T3 - Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
SP - 168
EP - 177
BT - Functional Imaging and Modeling of the Heart - 11th International Conference, FIMH 2021, Proceedings
A2 - Ennis, Daniel B.
A2 - Perotti, Luigi E.
A2 - Wang, Vicky Y.
PB - Springer Science and Business Media Deutschland GmbH
T2 - 11th International Conference on Functional Imaging and Modeling of the Heart, FIMH 2021
Y2 - 21 June 2021 through 25 June 2021
ER -