Skip to main content

A High-Fidelity 3D Micromechanical Model of Ventricular Myocardium

  • Conference paper
  • First Online:
Functional Imaging and Modeling of the Heart (FIMH 2021)

Part of the book series: Lecture Notes in Computer Science ((LNIP,volume 12738))

Abstract

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.

This is a preview of subscription content, log in via an institution to check access.

Access this chapter

Chapter
USD 29.95
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
eBook
USD 84.99
Price excludes VAT (USA)
  • Available as EPUB and PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book
USD 109.99
Price excludes VAT (USA)
  • Compact, lightweight edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info

Tax calculation will be finalised at checkout

Purchases are for personal use only

Institutional subscriptions

References

  1. Bogaard, H., Abe, K., Vonk Noordegraaf, A., Voelkel, N.F.: The right ventricle under pressure: cellular and molecular mechanisms of right-heart failure in pulmonary hypertension. Chest 135(3), 794–804 (2009)

    Article  Google Scholar 

  2. McLaughlin, V.V., Shah, S.J., Souza, R., Humbert, M.: Management of pulmonary arterial hypertension. J. Am. Coll. Cardiol. 65(18), 1976–1997 (2015)

    Article  Google Scholar 

  3. Hill, M.R., Simon, M.A., Valdez-Jasso, D., Zhang, W., Champion, H.C., Sacks, M.S.: Structural and mechanical adaptations of right ventricle free wall myocardium to pressure overload. Ann. Biomed. Eng. 42(12), 2451–2465 (2014)

    Article  Google Scholar 

  4. Avazmohammadi, R., Hill, M.R., Simon, M.A., Zhang, W., Sacks, M.S.: A novel constitutive model for passive right ventricular myocardium: evidence for myofiber-collagen fiber mechanical coupling. Biomech. Model. Mechanobiol. 16(2), 561–581 (2017)

    Article  Google Scholar 

  5. Seidel, T., Draebing, T., Seemann, G., Sachse, F.B.: A semi-automatic approach for segmentation of three-dimensional microscopic image stacks of cardiac tissue. In: Ourselin, S., Rueckert, D., Smith, N. (eds.) FIMH 2013. LNCS, vol. 7945, pp. 300–307. Springer, Heidelberg (2013). https://doi.org/10.1007/978-3-642-38899-6_36

    Chapter  Google Scholar 

  6. Stenzel, O.: The Physics of Thin Film Optical Spectra. SSSS, vol. 44, pp. 163–180. Springer, Cham (2016). https://doi.org/10.1007/978-3-319-21602-7_8

    Book  Google Scholar 

  7. Holzapfel, G.A., Ogden, R.W.: Constitutive modelling of passive myocardium: a structurally based framework for material characterization. Philos. Trans. R. Soc. London A Math. Phys. Eng. Sci. 367(1902), 3445–3475 (2009)

    MathSciNet  MATH  Google Scholar 

Download references

Acknowledgments

This work is supported by the National Institutes of Health (T32 EB007507, F31 HL139113 to D.S.L., K99 HL138288 to R.A.).

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Michael S. Sacks .

Editor information

Editors and Affiliations

Rights and permissions

Reprints and permissions

Copyright information

© 2021 Springer Nature Switzerland AG

About this paper

Check for updates. Verify currency and authenticity via CrossMark

Cite this paper

Li, D.S., Mendiola, E.A., Avazmohammadi, R., Sachse, F.B., Sacks, M.S. (2021). A High-Fidelity 3D Micromechanical Model of Ventricular Myocardium. In: Ennis, D.B., Perotti, L.E., Wang, V.Y. (eds) Functional Imaging and Modeling of the Heart. FIMH 2021. Lecture Notes in Computer Science(), vol 12738. Springer, Cham. https://doi.org/10.1007/978-3-030-78710-3_17

Download citation

  • DOI: https://doi.org/10.1007/978-3-030-78710-3_17

  • Published:

  • Publisher Name: Springer, Cham

  • Print ISBN: 978-3-030-78709-7

  • Online ISBN: 978-3-030-78710-3

  • eBook Packages: Computer ScienceComputer Science (R0)

Publish with us

Policies and ethics