Modeling immune system control of atherogenesis
Open Access
- 12 June 2008
- journal article
- research article
- Published by Oxford University Press (OUP) in Bioinformatics
- Vol. 24 (15) , 1715-1721
- https://doi.org/10.1093/bioinformatics/btn306
Abstract
Motivation: Atherosclerosis is a disease that is present in almost all humans, typically beginning in early adolescence. It is a human disease broadly investigated, that is amenable to quantitative analysis. Oxidized low-density lipoproteins (LDLs) and their autoantibodies are involved in the development of atherosclerosis in animal models, but their role in humans is still not clear. Computer models may represent a virtual environment to perform experiments not possible in human volunteers that can provide a useful instrument for monitoring both the evolution of atherosclerotic lesions and to quantify the efficacy of treatments, including vaccines, oriented to reduce the LDLs and their oxidized fraction. Results: We report the application of an agent-based model to model both the immune response to atherogenesis and the atheromatous plaque progression in a generic artery wall. The level of oxidized LDLs, the immune humoral response with production of autoantibodies, the macrophages activity and the formation of foam cells are in good agreement with available clinical data, including the formation of atheromatous plaques in patients affected by hypercholesterolemia. Availability: The model is available at http://www.immunogrid.eu/atherogenesis/ Contact:francesco@dmi.unict.itKeywords
This publication has 24 references indexed in Scilit:
- Combining experiments with multi-cell agent-based modeling to study biological tissue patterningBriefings in Bioinformatics, 2007
- Serum Chitotriosidase Activity, a Marker of Activated Macrophages, Predicts New Cardiovascular Events Independently of C-Reactive ProteinCardiology, 2007
- A mathematical model of atherogenesis as an inflammatory responseMathematical Medicine and Biology: A Journal of the IMA, 2005
- Modeling and simulation of cancer immunoprevention vaccineBioinformatics, 2005
- Influence of age and sex on levels of anti-oxidized LDL antibodies and anti-LDL immune complexes in the general populationJournal of Lipid Research, 2005
- Serum Chitotriosidase Activity Is Increased in Subjects With Atherosclerosis DiseaseArteriosclerosis, Thrombosis, and Vascular Biology, 2003
- Innate and acquired immunity in atherogenesisNature Medicine, 2002
- The effects of lipid-lowering therapy on low-density lipoprotein auto-antibodies: relationship with low-density lipoprotein oxidation and plasma total antioxidant statusCoronary Artery Disease, 2002
- The role of oxidized lipoproteins in atherogenesisPublished by Elsevier ,1999
- Affinity maturation and hypermutation in a simulation of the humoral immune responseEuropean Journal of Immunology, 1996