Literature DB >> 29200531

A composite smeared finite element for mass transport in capillary systems and biological tissue.

M Kojic1,2,3, M Milosevic2, V Simic2, E J Koay4, J B Fleming5, S Nizzero1,6, N Kojic7, A Ziemys1, M Ferrari1.   

Abstract

One of the key processes in living organisms is mass transport occurring from blood vessels to tissues for supplying tissues with oxygen, nutrients, drugs, immune cells, and - in the reverse direction - transport of waste products of cell metabolism to blood vessels. The mass exchange from blood vessels to tissue and vice versa occurs through blood vessel walls. This vital process has been investigated experimentally over centuries, and also in the last decades by the use of computational methods. Due to geometrical and functional complexity and heterogeneity of capillary systems, it is however not feasible to model in silico individual capillaries (including transport through the walls and coupling to tissue) within whole organ models. Hence, there is a need for simplified and robust computational models that address mass transport in capillary-tissue systems. We here introduce a smeared modeling concept for gradient-driven mass transport and formulate a new composite smeared finite element (CSFE). The transport from capillary system is first smeared to continuous mass sources within tissue, under the assumption of uniform concentration within capillaries. Here, the fundamental relation between capillary surface area and volumetric fraction is derived as the basis for modeling transport through capillary walls. Further, we formulate the CSFE which relies on the transformation of the one-dimensional (1D) constitutive relations (for transport within capillaries) into the continuum form expressed by Darcy's and diffusion tensors. The introduced CSFE is composed of two volumetric parts - capillary and tissue domains, and has four nodal degrees of freedom (DOF): pressure and concentration for each of the two domains. The domains are coupled by connectivity elements at each node. The fictitious connectivity elements take into account the surface area of capillary walls which belongs to each node, as well as the wall material properties (permeability and partitioning). The overall FE model contains geometrical and material characteristics of the entire capillary-tissue system, with physiologically measurable parameters assigned to each FE node within the model. The smeared concept is implemented into our implicit-iterative FE scheme and into FE package PAK. The first three examples illustrate accuracy of the CSFE element, while the liver and pancreas models demonstrate robustness of the introduced methodology and its applicability to real physiological conditions.

Entities:  

Keywords:  biological tissue; capillary system; composite smeared finite element; convection; diffusion; partitioning; smeared model

Year:  2017        PMID: 29200531      PMCID: PMC5703437          DOI: 10.1016/j.cma.2017.06.019

Source DB:  PubMed          Journal:  Comput Methods Appl Mech Eng        ISSN: 0045-7825            Impact factor:   6.756


  37 in total

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3.  Microvascular blood viscosity in vivo and the endothelial surface layer.

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Authors:  P X Ma; R Zhang
Journal:  J Biomed Mater Res       Date:  1999-07

5.  Effect of hematocrit on blood pressure via hyperviscosity.

Authors:  Y Cinar; G Demir; M Paç; A B Cinar
Journal:  Am J Hypertens       Date:  1999-07       Impact factor: 2.689

6.  Effect of red blood cell rigidity on tumor blood flow: increase in viscous resistance during hyperglycemia.

Authors:  E M Sevick; R K Jain
Journal:  Cancer Res       Date:  1991-05-15       Impact factor: 12.701

7.  Micro computed tomography for vascular exploration.

Authors:  Lyubomir Zagorchev; Pierre Oses; Zhen W Zhuang; Karen Moodie; Mary Jo Mulligan-Kehoe; Michael Simons; Thierry Couffinhal
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Review 8.  The medical management of pancreatic cancer: a review.

Authors:  Sarah McKenna; Martin Eatock
Journal:  Oncologist       Date:  2003

9.  Microvascular architecture in a mammary carcinoma: branching patterns and vessel dimensions.

Authors:  J R Less; T C Skalak; E M Sevick; R K Jain
Journal:  Cancer Res       Date:  1991-01-01       Impact factor: 12.701

Review 10.  Frontiers in cancer nanomedicine: directing mass transport through biological barriers.

Authors:  Mauro Ferrari
Journal:  Trends Biotechnol       Date:  2010-01-14       Impact factor: 19.536

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  8 in total

1.  Extension of the composite smeared finite element (CSFE) to include lymphatic system in modeling mass transport in capillary systems and biological tissue.

Authors:  Milos Kojic; Miljan Milosevic; Vladimir Simic; Eugene J Koay; Nikola Kojic; Arturas Ziemys; Mauro Ferrari
Journal:  J Serbian Soc Comput Mech       Date:  2017

Review 2.  Predictive Design and Analysis of Drug Transport by Multiscale Computational Models Under Uncertainty.

Authors:  Ali Aykut Akalın; Barış Dedekargınoğlu; Sae Rome Choi; Bumsoo Han; Altug Ozcelikkale
Journal:  Pharm Res       Date:  2022-06-01       Impact factor: 4.580

3.  Progression-dependent transport heterogeneity of breast cancer liver metastases as a factor in therapeutic resistance.

Authors:  A Ziemys; K Yokoi; M Kai; Y T Liu; M Kojic; V Simic; M Milosevic; A Holder; M Ferrari
Journal:  J Control Release       Date:  2018-10-14       Impact factor: 9.776

4.  Preparation and modeling of three-layered PCL/PLGA/PCL fibrous scaffolds for prolonged drug release.

Authors:  Miljan Milosevic; Dusica B Stojanovic; Vladimir Simic; Mirjana Grkovic; Milos Bjelovic; Petar S Uskokovic; Milos Kojic
Journal:  Sci Rep       Date:  2020-07-07       Impact factor: 4.379

5.  A Computational Model for Drug Release from PLGA Implant.

Authors:  Miljan Milosevic; Dusica Stojanovic; Vladimir Simic; Bogdan Milicevic; Andjela Radisavljevic; Petar Uskokovic; Milos Kojic
Journal:  Materials (Basel)       Date:  2018-11-29       Impact factor: 3.623

6.  Smeared Multiscale Finite Element Models for Mass Transport and Electrophysiology Coupled to Muscle Mechanics.

Authors:  Milos Kojic; Miljan Milosevic; Vladimir Simic; Bogdan Milicevic; Vladimir Geroski; Sara Nizzero; Arturas Ziemys; Nenad Filipovic; Mauro Ferrari
Journal:  Front Bioeng Biotechnol       Date:  2019-12-10

7.  Attenuated Microcirculation in Small Metastatic Tumors in Murine Liver.

Authors:  Arturas Ziemys; Vladimir Simic; Miljan Milosevic; Milos Kojic; Yan Ting Liu; Kenji Yokoi
Journal:  Pharmaceutics       Date:  2021-05-12       Impact factor: 6.321

8.  A hybrid modeling approach for assessing mechanistic models of small molecule partitioning in vivo using a machine learning-integrated modeling platform.

Authors:  Victor Antontsev; Aditya Jagarapu; Yogesh Bundey; Hypatia Hou; Maksim Khotimchenko; Jason Walsh; Jyotika Varshney
Journal:  Sci Rep       Date:  2021-05-27       Impact factor: 4.379

  8 in total

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