Literature DB >> 18635568

Development of a two-dimensional agent-based model for chronic chagasic cardiomyopathy after stem cell transplantation.

Viviane Galvão1, José Garcia Vivas Miranda, Ricardo Ribeiro-dos-Santos.   

Abstract

MOTIVATION: A significant issue in stem cell therapy is to understand the role of this type of cell in the tissue regeneration. To explain this mechanism, an experimental study has quantified that the bone marrow cell transplantation decreases the number of inflammatory cells and reduces the fibrosis area in chagasic mice. Using this experimental data, we have developed an agent-based computational model to investigate the regeneration of the chronic chagasic cardiomyopathy after bone marrow stem cell transplantation.
RESULTS: Our model includes six different types of agents: inflammatory cell, fibrosis area, cardiomyocyte, proinflammatory cytokine tumor necrosis factor-alpha, Trypanosoma cruzi parasite and bone marrow stem cell. This latter promotes apoptosis in inflammatory cells, reduction in the fibrosis area and can differentiate into cardiomyocyte. Proinflammatory cytokine tumor necrosis factor-alpha can increase the fibrosis area and T.cruzi can increase the number of inflammatory cells. Our results for both apoptosis of inflammatory cells and reduction in the fibrosis area were compared with experimental data. They suggest that the concentration pattern is the most important factor to characterize the kinetics of cardiac tissue regeneration after bone marrow stem cell transplantation. AVAILABILITY: The source code of our software is available online at www.vivas.ufba.br/bone/bone.zip .br Supplementaty information: Supplementary data are available at Bioinformatics online.

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Year:  2008        PMID: 18635568     DOI: 10.1093/bioinformatics/btn362

Source DB:  PubMed          Journal:  Bioinformatics        ISSN: 1367-4803            Impact factor:   6.937


  7 in total

Review 1.  Systems immunology: a survey of modeling formalisms, applications and simulation tools.

Authors:  Vipin Narang; James Decraene; Shek-Yoon Wong; Bindu S Aiswarya; Andrew R Wasem; Shiang Rong Leong; Alexandre Gouaillard
Journal:  Immunol Res       Date:  2012-09       Impact factor: 2.829

Review 2.  Model systems for cardiovascular regenerative biology.

Authors:  Jessica C Garbern; Christine L Mummery; Richard T Lee
Journal:  Cold Spring Harb Perspect Med       Date:  2013-04-01       Impact factor: 6.915

3.  Rule-Based Simulation of Multi-Cellular Biological Systems-A Review of Modeling Techniques.

Authors:  Minki Hwang; Marc Garbey; Scott A Berceli; Roger Tran-Son-Tay
Journal:  Cell Mol Bioeng       Date:  2009-09       Impact factor: 2.321

Review 4.  Computational modeling of cardiac fibroblasts and fibrosis.

Authors:  Angela C Zeigler; William J Richardson; Jeffrey W Holmes; Jeffrey J Saucerman
Journal:  J Mol Cell Cardiol       Date:  2015-12-01       Impact factor: 5.000

5.  Proof-of-principle investigation of an algorithmic model of adenosine-mediated angiogenesis.

Authors:  Francisco Azuaje; Frédérique Léonard; Magali Rolland-Turner; Yvan Devaux; Daniel R Wagner
Journal:  Theor Biol Med Model       Date:  2011-04-08       Impact factor: 2.432

6.  Therapy of chagas disease: implications for levels of prevention.

Authors:  Sergio Sosa-Estani; Lisandro Colantonio; Elsa Leonor Segura
Journal:  J Trop Med       Date:  2012-03-05

Review 7.  Investigating biocomplexity through the agent-based paradigm.

Authors:  Himanshu Kaul; Yiannis Ventikos
Journal:  Brief Bioinform       Date:  2013-11-12       Impact factor: 11.622

  7 in total

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