Correction function for accuracy improvement of the Composite Smeared Finite Element for diffusive transport in biological tissue systems

M. Milosevic, V. Simic, B. Milicevic, Eugene J. Koay, M. Ferrari, Arturas Ziemys, Milos Kojic

Research output: Contribution to journalArticlepeer-review

11 Scopus citations

Abstract

Modeling of drug transport within capillaries and tissue remains a challenge, especially in tumors and cancers where the capillary network exhibits extremely irregular geometry. Recently introduced Composite Smeared Finite Element (CSFE) provides a new methodology of modeling complex convective and diffusive transport in the capillary–tissue system. The basic idea in the formulation of CSFE is in dividing the FE into capillary and tissue domain, coupled by 1D connectivity elements at each node. Mass transport in capillaries is smeared into continuous fields of pressure and concentration by introducing the corresponding Darcy and diffusion tensors. Despite theoretically correct foundation, there are still differences in the overall mass transport to (and from) tissue when comparing smeared model and a true 3D model. The differences arise from the fact that the smeared model cannot take into account the detailed non-uniform pressure and concentration distribution in the vicinity of capillaries. We introduced a field of correction function for diffusivity through the capillary walls of smeared models, in order to have the same mass accumulation in tissue as in case of true 3D models. The parameters of the numerically determined correction function are as follows: ratio of thickness and diameter of capillary wall, ratio of diffusion coefficient in capillary wall and surrounding tissue; and volume fraction of capillaries within tissue domain. Partitioning at the capillary wall–blood interface can also be included. It was shown that the correction function is applicable to complex configurations of capillary networks, providing improved accuracy of our robust smeared models in computer simulations of real transport problems, such as in tumors or human organs.

Original languageEnglish (US)
Pages (from-to)97-116
Number of pages20
JournalComputer Methods in Applied Mechanics and Engineering
Volume338
DOIs
StatePublished - Aug 15 2018

Keywords

  • Capillary–tissue system
  • Composite smeared finite element
  • Correction function
  • Diffusion
  • Smeared model

ASJC Scopus subject areas

  • Computational Mechanics
  • Mechanics of Materials
  • Mechanical Engineering
  • Physics and Astronomy(all)
  • Computer Science Applications

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