Maintenance of the latent reservoir by pyroptosis and superinfection in a fractional order HIV transmission model

Authors

DOI:

https://doi.org/10.11121/ijocta.01.2019.00643

Keywords:

latent reservoir, pyropstosis, superinfection, HIV, fractional model

Abstract

We focus on the importance of pyroptosis and superinfection on the maintenance of the
human immunodeficiency virus (HIV) latent reservoir on infected patients. The latent reservoir has
been found to be crucial to the persistence of low levels of viral loads found in HIV-infected patients,
after many years of successfully suppressive anti-retroviral therapy (ART). This reservoir seems to act
as an archive for strains of HIV no longer dominant in the blood, such as wild-type virus. When a
patient decides to quit therapy there is a rapid turnover and the wild-type virus re-emerges. Thus, it
is extremely important to understand the mechanisms behind the maintenance of this reservoir. For
that, we propose a fractional order model for the dynamics of HIV, where pyroptosis and superinfection
are considered. The model is simulated for biological meaningful parameters and interesting patterns
are found. Our results are interpreted for clinical appreciation.

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Author Biographies

Ana R Carvalho, University of Porto

Ana R.M. Carvalho is a Doctor in Mathematics
since May 2018. Her current research interests
comprise the development of mathematical
models for epidemiology. She has more than
20 papers published in international journals and
conferences. Her h-index is 9 and the i-index is
8. http: // orcid. org/ 0000-0002-4914-4836

Carla M Pinto, School of Engineering, Polytechnic of Porto

C.M.A. Pinto is an Adjunct Professor
of the School of Engineering of the Polytechnic
of Porto. She is a Doctor in Mathematics
since 2004. Her research interests involve:
the study of integer-order and fractional order
models, using bifurcation theory, stability theory,
numerical simulations. Applications: epidemiology,
robotics, engineering. She has published
original research in several high impact
international journals and international conferences.
She is Associate Editor of International
Journals, has been member of the Scientific
Committee and of the International Program
Committee of several international conferences,
chair of sessions at international conferences.
She has more than 799 citations. Her
h-index is 15 and the i-index is 20. More at:
https: // orcid. org/ 0000-0002-0729-1133,
https: // www. researchgate. net/ profile/
Carla_ Pinto4 https: // scholar. google.
pt/ citations? hl= en& user= Aw39XwEAAAAJ&
view_ op= list_ works& sortby= pubdate

References

Arshad, S., Baleanu, D., Bu, W., Tang, Y., Effects of HIV infection on CD4+ T-cell population based on a fractional-order model. Advances in Difference Equations, 2017(92), 1–14 (2017).

Carvalho, A.R.M., Pinto, C.M.A., Baleanu, D., HIV/HCV coinfection model: a fractional-order perspective for the effect

of the HIV viral load. Advances in Difference Equations, 2018(1), 1–22 (2018).

Chavez, L., Calvanese, V., Verdin, E., HIV Latency Is Established Directly and Early in Both Resting and Activated Primary CD4 T Cells. PLOS Pathogens, 11(6), e1004955 (2015).

Chitnis, N., Hyman, J.M., Cushing, J.M., Determining important parameters in the spread of malaria through the sensitivity analysis of a mathematical model. Bulletin of

Mathematical Biology, 70, 1272–1296 (2008).

Conway, J.M., Perelson, A.S., Posttreatment control of HIV infection. Proceedings of the National Academy of Sciences,

(17), 5467–5472 (2015).

Diethelm, K., A fractional calculus based model for the simulation of an outbreak of dengue fever. Nonlinear Dynamics, 71, 613–619 (2013).

Doitsh, G., Galloway, N.L.K., Geng, X., Yang, Z., Monroe, K.M., Zepeda, O., Hunt, P.W., Hatano, H., Sowinski, S., Muoz-Arias, I., Greene, W.C., Pyroptosis drives CD4 T cell depletion in HIV-1 infection. Nature, 505(7484), 509–514 (2014).

Driessche, P., Watmough, P., Reproduction numbers and sub-threshold endemic equilibria for compartmental models of disease transmission. Mathematical Biosciences, 180, 29-48 (2002).

Kim, H., Perelson, A.S., Viral and Latent Reservoir Persistence in HIV-1Infected Patients on Therapy. PLOS Computational Biology, 2(10), e135 (2006).

Perelson, A.S., Kirschner, D.E., De Boer, R., Dynamic of HIV infection of CD4+ T cells. Mathematical Biosciences, 112, 81-125 (1993).

Pinto, C.M.A., Carvalho, A.R.M., A latency fractional order model for HIV dynamics. Journal of Computational and Applied

Mathematics, 312, 240–256 (2017).

Rong, L., Perelson, A.S., Modeling HIV persistence, the latent reservoir, and viral blips. Journal of Theoretical Biology, 260, 308–331 (2009).

Samko, S., Kilbas, A., Marichev, O., Fractional Integrals and Derivatives: Theory and Applications. London: Gordon and Breach Science Publishers (1993).

Tavazoei, M.S., Haeri, M., Chaotic attractors in incommensurate fractional order systems. Physica D, 237, 2628–2637 (2008).

Téjado, I., Valério, D., Pérez, E., Valério, N., Fractional calculus in economic growth modelling: the Spanish and Portuguese cases. International Journal of Dynamics and Control, 5(1), 208–222 (2017).

Wang, S., Hottz, P., Schechter, M., Rong, L., Modeling the Slow CD4+ T Cell Decline in HIV-Infected Individuals. PLOS Computational Biology, 11(12), e1004665 (2015).

Wodarz, D., Levy, D.N., Pyroptosis, superinfection, and the maintenance of the latent reservoir in HIV-1 infection. Nature - Scientific Reports, 7(1), 1-10 (2017).

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Published

2019-07-27
CITATION
DOI: 10.11121/ijocta.01.2019.00643
Published: 2019-07-27

How to Cite

Carvalho, A. R., Pinto, C. M., & Tavares, J. N. (2019). Maintenance of the latent reservoir by pyroptosis and superinfection in a fractional order HIV transmission model. An International Journal of Optimization and Control: Theories & Applications (IJOCTA), 9(3), 69–75. https://doi.org/10.11121/ijocta.01.2019.00643

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Research Articles