Skip to main content
Log in

A reaction–diffusion mathematical model on mild atherosclerosis

  • Original Article
  • Published:
Modeling Earth Systems and Environment Aims and scope Submit manuscript

Abstract

The evolution of atherosclerotic plaque is in general a complex phenomenon, which is yet to be perceived completely. The present work deals with a simple reaction–diffusion model system to describe the early onset of atherosclerotic plaque formation. Both the non-spatial and spatial systems are studied analytically and numerically. The non-spatial system has been found to be globally stable, and hence, it can withstand considerable variation in parameter values leading to some assistance for various clinical investigations on atherosclerosis. The results based on model parameter values reveal several bifurcation diagrams with respect to significant model parameters with biological implications for the non-spatial system. Moreover, necessary condition for diffusive instability of a locally stable equilibrium is included in the present work to understand the dynamical behaviour of the system.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Fig. 1
Fig. 2
Fig. 3
Fig. 4
Fig. 5
Fig. 6
Fig. 7
Fig. 8
Fig. 9
Fig. 10

Similar content being viewed by others

References

  • Anlamlert W, Lenbury Y, Bell J (2017) Modeling fibrous cap formation in atherosclerotic plaque development: stability and oscillatory behavior. Adv Diff Equ

  • Bulelzai MA, Dubbeldam JL (2012) Long time evolution of atherosclerotic plaques. J Theor Biol 297:1

    Article  Google Scholar 

  • Cobbold C, Sherratt J, Maxwell S (2002) Lipoprotein oxidation and its significance for atherosclerosis: a mathematical approach. Bull Math Biol 64(1):65

    Article  Google Scholar 

  • Cohen A, Myerscough MR, Thompson RS (2014) Athero-protective effects of high density lipoproteins (HDL): an ODE model of the early stages of atherosclerosis. Bull Math Biol 76(5):1117

    Article  Google Scholar 

  • Davis NE (2005) Atherosclerosis-an inflammatory process. J Insur Med 37(1):72

    Google Scholar 

  • Friedman A, Hao W (2015) A mathematical model of atherosclerosis with reverse cholesterol transport and associated risk factors. Bull Math Biol 77(5):758

    Article  Google Scholar 

  • Gijsen FJ, Wentzel JJ, Thury A, Mastik F, Schaar JA, Schuurbiers JC, Slager CJ, van der Giessen WJ, de Feyter PJ, Van der Steen AF, Serruys PW (2008) Strain distribution over plaques in human coronary arteries relates to shear stress. Am J Physiol Heart Circ Physiol 295(4):H1608

    Article  Google Scholar 

  • Gui T, Shimokado A, Sun Y, Akasaka T, Muragaki Y (2012) Diverse roles of macrophages in atherosclerosis: from inflammatory biology to biomarker discovery. Mediat Inflamm

  • Guo M, Cai Y, Yao X, Li Z (2018) Mathematical modeling of atherosclerotic plaque destabilization: role of neovascularization and intraplaque hemorrhage. J Theor Biol 450:53

    Article  Google Scholar 

  • Hale JK (1969) Ordinary differential equations. Pure and Applied Mathematics. Wiley-Interscience, Hoboken

    Google Scholar 

  • Hao W, Friedman A (2014) The LDL–HDL profile determines the risk of atherosclerosis: a mathematical model. PLoS One 9(3):e90497

    Article  Google Scholar 

  • Ibragimov A, McNeal C, Ritter L, Walton J (2005) A mathematical model of atherogenesis as an inflammatory response. Math Med Biol 22(4):305

    Article  Google Scholar 

  • Johnson JL, Newby AC (2009) Macrophage heterogeneity in atherosclerotic plaques. Curr Opin Lipidol 20(5)

    Article  Google Scholar 

  • Libby P, Ridker PM, Maseri A (2002) Inflammation and atherosclerosis. Circulation 105(9):1135

    Article  Google Scholar 

  • Little MP, Gola A, Tzoulaki I (2009) A model of cardiovascular disease giving a plausible mechanism for the effect of fractionated low-dose ionizing radiation exposure. PLoS Comput Biol 5(10):e1000539

    Article  Google Scholar 

  • Malek AM, Alper SL, Izumo S (1999) Hemodynamic shear stress and its role in atherosclerosis. JAMA 282(21):2035

    Article  Google Scholar 

  • McKay C, McKee S, Mottram N, Mulholland T, Wilson S, Kennedy S, Wadsworth R (2005) Towards a model of atherosclerosis. University of Strathclyde

  • Mukherjee D, Guin LN, Chakravarty S (2019) Dynamical response of atherosclerotic plaque through mathematical model. Biophys Rev Lett. https://doi.org/10.1142/S1793048019500036

    Article  Google Scholar 

  • Ougrinovskaia A, Thompson RS, Myerscough MR (2010) An ODE model of early stages of atherosclerosis: mechanisms of the inflammatory response. Bull Math Biol 72(6):1534

    Article  Google Scholar 

  • Parton A, McGilligan V, O’kane M, Baldrick FR, Watterson S (2015) Computational modelling of atherosclerosis. Brief Bioinf 17(4):562

    Article  Google Scholar 

  • Perko L (2008) Differential equations and dynamical systems. Texts in applied mathematics. Springer, New York

    Google Scholar 

  • Pittilo M (2000) Cigarette smoking, endothelial injury and cardiovascular disease. Int J Exp Pathol 81(4):219

    Article  Google Scholar 

  • Watson MG, Byrne HM, Macaskill C, Myerscough MR (2018) A two-phase model of early fibrous cap formation in atherosclerosis. J Theor Biol 456:123

    Article  Google Scholar 

Download references

Acknowledgements

The authors gratefully acknowledge the financial support by Special Assistance Programme (SAP-III) sponsored by the University Grants Commission (UGC), New Delhi, India [Grant nos. F.510/3/DRS-III/2015(SAP-I)].

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Santabrata Chakravarty.

Additional information

Publisher's Note

Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.

Rights and permissions

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Mukherjee, D., Guin, L.N. & Chakravarty, S. A reaction–diffusion mathematical model on mild atherosclerosis. Model. Earth Syst. Environ. 5, 1853–1865 (2019). https://doi.org/10.1007/s40808-019-00643-6

Download citation

  • Received:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s40808-019-00643-6

Keywords

Mathematics Subject Classification

Navigation