An in silico case study of idiopathic dilated cardiomyopathy via a multi-scale model of the cardiovascular system

Benjamin Bhattacharya-Ghosh, Selim Bozkurt, Marcel C.M. Rutten, Frans N. Van de Vosse, Vanessa Díaz-Zuccarini

Research output: Contribution to journalArticlepeer-review

4 Citations (Scopus)

Abstract

Mathematical modelling has been used to comprehend the pathology and the assessment of different treatment techniques such as heart failure and left ventricular assist device therapy in the cardiovascular field. In this study, an in-silico model of the heart is developed to understand the effects of idiopathic dilated cardiomyopathy (IDC) as a pathological scenario, with mechanisms described at the cellular, protein and organ levels. This model includes the right and left atria and ventricles, as well as the systemic and pulmonary arteries and veins. First, a multi-scale model of the whole heart is simulated for healthy conditions. Subsequently, the model is modified at its microscopic and macroscopic spatial scale to obtain the characteristics of IDC. The extracellular calcium concentration, the binding affinity of calcium binding proteins and the maximum and minimum elastances have been identified as key parameters across all relevant scales. The modified parameters cause a change in (a) intracellular calcium concentration characterising cellular properties, such as calcium channel currents or the action potential, (b) the proteins being involved in the sliding filament mechanism and the proportion of the attached crossbridges at the protein level, as well as (c) the pressure and volume values at the organ level. This model allows to obtain insight and understanding of the effects of the treatment techniques, from a physiological and biological point of view.

Original languageEnglish
Pages (from-to)141-153
Number of pages13
JournalComputers in biology and medicine
Volume53
DOIs
Publication statusPublished (in print/issue) - 1 Oct 2014

Bibliographical note

Funding Information:
This study is part of the MeDDiCA project and funded under FP7, People Programme, Marie Curie Actions . Grant agreement PITN-GA-2009-238113 . The authors want to express their gratitude to Dr. César Pichardo-Almarza for his useful comments and help reviewing the latest version of this article.

Keywords

  • Cardiovascular system
  • Heart failure
  • Idiopathic dilated cardiomyopathy
  • Modelling and simulation
  • Multi-scale modelling
  • Protein, cellular and organ level

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