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Research paper

MODELING OF PLAQUE FORMATION AND DEVELOPMENT IN ARTREAT AND TAXINOMISIS PROJECTS

By
Nenad Filipović ,
Nenad Filipović
Miloš Radović ,
Miloš Radović
Tijana Đukić ,
Tijana Đukić
Igor Saveljić ,
Igor Saveljić
Bogdan Milićević ,
Bogdan Milićević
Exarchos Themis ,
Exarchos Themis
Oberdan Parodi ,
Oberdan Parodi
Dimitris Fotiadis
Dimitris Fotiadis

Abstract

This review summarizes scientific findings from three European Commission FP7 projects. The first, ARTREAT (2008-2013), focused on a multi-level, patient-specific model of artery and atherogenesis for outcome prediction, treatment decision support, and virtual hands-on training. An original method for plaque formation and development was created and validated using pilot study patients with coronary and carotid artery disease in EU clinical centers. Additionally, results from the TAXINOMISIS project (2018-2024) are discussed. This project aimed to develop a multidisciplinary approach to stratify patients with carotid artery disease, employing continuum and Agent-Based Modeling (ABM) techniques to study plaque progression. The goal was to create an innovative, multiscale risk stratification model that integrates clinical and personalized data, plaque and brain imaging, computational modeling, and novel biomarkers to distinguish high-risk from low-risk patients. Researchers from University of Kragujevac and BioIRC participated in this project with colleagues from European Union.

References

1.
project ARTREAT. Multi-level patient-specific artery and atherogenesis model for outcome prediction, decision support treatment. 2008;
2.
F. BJ, F. O, R. V, E F. Mechanisms of plaque formation and rupture. *Circulation Research*. 2014;114(12):1852–66.
3.
Chan S. Complex Adaptive Systems. In: Research Seminar in Engineering Systems. 2001.
4.
Y. C, U. CA, M. J, E. E, C. F, P S. Role of endothelial shear stress in the natural history of coronary atherosclerosis and vascular remodeling: molecular, cellular, and vascular behavior. *Journal of the American College of Cardiology*. 2007;49(25):2379–93.
5.
A. C, C. C, M. C, M. G, F. M, S C. A fully coupled computational fluid dynamics–agent-based model of atherosclerotic plaque development: multiscale modeling framework and parameter sensitivity analysis. *Computers in Biology and Medicine*. 2020;118:103623.
6.
A. D, N. M, C M. Role of smooth muscle cells in the initiation and early progression of atherosclerosis. *Arteriosclerosis, Thrombosis, and Vascular Biology*. 2008;28(5):812–9.
7.
N. F, Z. T, M. R, I. S, D. F, O P. Computer simulation of three-dimensional plaque formation and progression in the carotid artery. *Medical & Biological Engineering & Computing*. 2013;
8.
N. F, M. R, I. T, Z. M, D. N, N. Z, et al. ARTreat project: Three-dimensional numerical simulation of plaque formation and development in the arteries. *IEEE Transactions on Information Technology in Biomedicine*. 2012;16(2):272–8.
9.
Filipovic N. *In Silico Clinical Trials for Cardiovascular Disease: A Finite Element and Machine Learning Approach*. 2024.
10.
N. F, M. K, R. S, N. G, M Z. *PAK Athero: Finite Element Program for Atherosclerosis*. 2022.
11.
N. F, S. M, A. T, M K. An implicit algorithm within the arbitrary Lagrangian–Eulerian formulation for solving incompressible fluid flow with large boundary motions. *Computer Methods in Applied Mechanics and Engineering*. 2006;195(44–47):6347–61.
12.
M. G, S. C, S B. Vascular adaptation: pattern formation and cross validation between an agent-based model and a dynamical system. *Journal of Theoretical Biology*. 2017;429:149–63.
13.
R. KMM, R EC. Mass transport in an anatomically realistic human right coronary artery. *Annals of Biomedical Engineering*. 2001;29:121–7.
14.
O. K, A K. Thermodynamic analysis of the permeability of biological membranes to non-electrolytes. *Biochimica et Biophysica Acta*. 1958;27:229–46.
15.
O. K, A K. A physical interpretation of the phenomenological coefficients of membrane permeability. *The Journal of General Physiology*. 1961;45:143–79.
16.
M. K, N. F, B. S, N K. *Computer Modeling in Bioengineering: Theoretical Background, Examples and Software*. 2008.
17.
M. K, N. F, M. Ž, R. S, N G. *PAK-F Finite Element Program for Laminar Flow of Incompressible Fluid and Heat Transfer*. 1998;
18.
F. O, M. N, K. S, E. L, F. K, R V. Unique demands of the femoral anatomy and pathology and the need for unique interventions. *The Journal of Cardiovascular Surgery*. 2013;54(2):91–210.
19.
H. S, P. E, C. MM, J. S, S. DS, C. M, et al. Coronary artery wall shear stress is associated with progression and transformation of atherosclerotic plaque and arterial remodeling in patients with coronary artery disease. *Circulation*. 2011;124(7):779–88.
20.
project TAXINOMISIS. A multidisciplinary approach for the stratification of patients with carotid artery disease. 2018;

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