Skip to main content

Recent Developments on the Modelling of Cell Interactions in Autoimmune Diseases

  • Conference paper
  • First Online:
From Particle Systems to Partial Differential Equations (ICPS 2019, ICPS 2018, ICPS 2017)

Abstract

In this paper, we give an overview of our recent results concerning the mathematical modelling of autoimmune diseases in absence [1] and in presence [2] of immunotherapeutic treatment. Then we complement the model description given in [2], by developing here a kinetic system describing the cellular dynamics corresponding to the macroscopic model presented in [2]. This is the main new contribution in these proceedings and it allows us to investigate the effect of an external drug therapy at the cellular level. The relevant properties on existence, uniqueness, positivity and asymptotic behaviour of the solution to the new kinetic system are stated. Some numerical simulations are also performed for the models in absence and in presence of immunotherapy, to analyse both the effect of optimal treatment strategies and the sensitivity of the solutions to certain parameters of the model with biological significance.

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

Access this chapter

Chapter
USD 29.95
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
eBook
USD 169.00
Price excludes VAT (USA)
  • Available as EPUB and PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book
USD 219.99
Price excludes VAT (USA)
  • Compact, lightweight edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info
Hardcover Book
USD 219.99
Price excludes VAT (USA)
  • Durable hardcover edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info

Tax calculation will be finalised at checkout

Purchases are for personal use only

Institutional subscriptions

References

  1. M.P. Ramos, C. Ribeiro, A.J. Soares, A kinetic model of T cell autoreactivity in autoimmune diseases. J. Math. Biol. 79, 2005–2031 (2019)

    Article  MathSciNet  Google Scholar 

  2. M.F. Costa, M.P. Ramos, C. Ribeiro, A.J. Soares, Mathematical modeling and optimal control of immunotherapy for autoimmune disease (submitted)

    Google Scholar 

  3. N. Bellomo, G. Forni, Dynamics of tumor interaction with the host immune system. Mathl. Comput. Model. 20, 107–122 (1994)

    Article  Google Scholar 

  4. L. Arlotti, N. Bellomo, K. Latrach, From the Jager and Segel model to kinetic population dynamics nonlinear evolution problems and applications. Mathl. Comput. Model. 30, 15–40 (1999)

    Article  MathSciNet  Google Scholar 

  5. L. Arlotti, M. Lachowicz, Qualitative analysis of a nonlinear integrodifferential equation modeling tumor-host dynamics. Mathl. Comput. Model. 23, 11–29 (1996)

    Article  MathSciNet  Google Scholar 

  6. M. Delitala, U. Dianzani, T. Lorenzi, M. Melensi, A mathematical model for immune and autoimmune response mediated by T-cells. Comput. Math. Appl. 66, 1010–1023 (2013)

    Article  MathSciNet  Google Scholar 

  7. M. Kolev, I. Nikolova, Dynamical properties of autoimmune disease models: tolerance, flare-up, dormancy. J. Theor. Biol. 246, 646–659 (2007)

    Article  MathSciNet  Google Scholar 

  8. G. Ajmone Marsan, N. Bellomo, L. Gibelli, Stochastic evolutionary differential games toward a systems theory of behavioral social dynamics. Math. Mod. Meth. App. Sci. 26, 1051–1093 (2016)

    Google Scholar 

  9. M. Kolev, I. Nikolova, A mathematical model of some viral-induced autoimmune diseases. Math. Appl. 46, 97–108 (2018)

    MathSciNet  MATH  Google Scholar 

  10. R. Eftimie, L. Gibelli, A kinetic theory approach for modelling tumour and macrophages heterogeneity and plasticity during cancer progression. Math. Mod. Meth. App. Sci. 30, 659–683 (2020)

    Article  MathSciNet  Google Scholar 

  11. B. Akkaya, Y. Oya, M. Akkaya, J.A. Souz, A.H. Holstein, O. Kamenyeva, J. Kabat, R. Matsumura, D.W. Dorward, D.D. Glass, E.M. Shevach, Regulatory T cells mediate specific suppression by depleting peptide MHC class II from dendritic cells. Nat. Immunol. 20, 218–231 (2019)

    Article  Google Scholar 

  12. T.M. Brusco, A.L. Putnam, J.A. Bluestone, Human regulatory T cells: role in autoimmune disease and therapeutic opportunities. Immun. Rev. 223, 371–390 (2008)

    Article  Google Scholar 

  13. R. Liberal, C.R. Grant, M.S. Longhi, G. Mieli-Vergani, D. Vergani, Regulatory T cells: mechanisms of suppression and impairment in autoimmune liver disease. Int. Union Biochem. Mol. Biol. 67, 88–97 (2015)

    Article  Google Scholar 

  14. A. Sharabi, M.G. Tsokos, Y. Ding, T.R. Malek, D. Klatzmann, G.C. Tsokos, Regulatory T cells in the treatment of disease. Nat. Rev. Drug Discov. 17, 823–844 (2018)

    Article  Google Scholar 

  15. A.L. Zozulya, H. Wiendl, The role of regulatory T cells in multiple sclerosis. Nat. Clin. Pract. Neurol. 4, 384–398 (2008)

    Article  Google Scholar 

  16. A. Poggi, M.R. Zocchi, NK cell autoreactivity and autoimmune diseases. Front. Immunol. 5, 1–15 (2014)

    Google Scholar 

  17. Z. Tian, M.E. Gershwin, C. Zhang, Regulatory NK cells in autoimmune disease. J. Autoimmun 39, 206–215 (2012)

    Article  Google Scholar 

  18. F. Shi, L.V. Kaer, Reciprocal regulation between natural killer cells and autoreactive T cells. Nat. Rev. Immunol. 6, 751–760 (2006)

    Article  Google Scholar 

  19. R. Della Marca, M.P. Ramos, C. Ribeiro, A.J. Soares, Mathematical modelling of oscillating patterns for chronic autoimmune diseases (work in progress)

    Google Scholar 

  20. W.H. Fleming, R.W. Rishel, Deterministic and Stochastic Optimal Control (Springer, Berlin, 1975)

    Book  Google Scholar 

  21. D.L. Lukes, Differential Equations: Classical to Controlled, vol. 162 (Academic, New York, 1982)

    MATH  Google Scholar 

Download references

Acknowledgements

This work is partially supported by the Portuguese FCT Projects UIDB/00013/2020 and UIDP/00013/2020 of CMAT-UM.

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Ana Jacinta Soares .

Editor information

Editors and Affiliations

Rights and permissions

Reprints and permissions

Copyright information

© 2021 Springer Nature Switzerland AG

About this paper

Check for updates. Verify currency and authenticity via CrossMark

Cite this paper

Costa, M.F.P., Ramos, M.P.M., Ribeiro, C., Soares, A.J. (2021). Recent Developments on the Modelling of Cell Interactions in Autoimmune Diseases. In: Bernardin, C., Golse, F., Gonçalves, P., Ricci, V., Soares, A.J. (eds) From Particle Systems to Partial Differential Equations. ICPS ICPS ICPS 2019 2018 2017. Springer Proceedings in Mathematics & Statistics, vol 352. Springer, Cham. https://doi.org/10.1007/978-3-030-69784-6_8

Download citation

Publish with us

Policies and ethics