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A meta-population model of malaria with asymptomatic cases, transmission blocking drugs, migration and screening

  • Published: 10 July 2025
  • We consider a two-Patch malaria model, where the individuals can freely move between the patches. We assume that one site has better resources to fight the disease, such as screening facilities and the availability of transmission-blocking drugs (TBDs) that offer full, though waning, immunity and non-infectivity. Moreover, individuals moving to this site are screened at the entry points, and the authorities can either refuse entry to infected individuals or allow them in but immediately administer a TBD. However, an illegal entry into this Patch is also possible. We provide a qualitative analysis of the model, focusing on the emergence of endemic equilibria and the occurrence of backward bifurcations. Furthermore, we comprehensively analyse the model with low migration rates using recent refinements of the regular perturbation theory. We conclude the paper with numerical simulations that show, in particular, that malaria can be better controlled by allowing the entry of detected cases and treating them in the better-resourced site rather than deporting the identified infectives and risking them entering the site illegally.

    Citation: S. Y. Tchoumi, J. Banasiak, R. Ouifki. A meta-population model of malaria with asymptomatic cases, transmission blocking drugs, migration and screening[J]. Mathematical Biosciences and Engineering, 2025, 22(8): 2213-2248. doi: 10.3934/mbe.2025081

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  • We consider a two-Patch malaria model, where the individuals can freely move between the patches. We assume that one site has better resources to fight the disease, such as screening facilities and the availability of transmission-blocking drugs (TBDs) that offer full, though waning, immunity and non-infectivity. Moreover, individuals moving to this site are screened at the entry points, and the authorities can either refuse entry to infected individuals or allow them in but immediately administer a TBD. However, an illegal entry into this Patch is also possible. We provide a qualitative analysis of the model, focusing on the emergence of endemic equilibria and the occurrence of backward bifurcations. Furthermore, we comprehensively analyse the model with low migration rates using recent refinements of the regular perturbation theory. We conclude the paper with numerical simulations that show, in particular, that malaria can be better controlled by allowing the entry of detected cases and treating them in the better-resourced site rather than deporting the identified infectives and risking them entering the site illegally.



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    [1] World Health Organization, World malaria report 2024. Available from: https://www.who.int/teams/global-malaria-programme/reports/world-malaria-report-2024.
    [2] Available from: https://www.health.gov.za/outbreaks-malaria/.
    [3] J. Yin, L. Zhang, B. Yi, S. Zhou, Z. Xia, Imported malaria from land bordering countries in China: A challenge in preventing the reestablishment of malaria transmission, Travel Med. Infect. Dis., 53 (2023). https://doi.org/10.1016/j.tmaid.2023.102575 doi: 10.1016/j.tmaid.2023.102575
    [4] R. Gautam, A. Pokharel, K. Adhikari, K. N. Uprety, N. K. Vaidya, Modeling malaria transmission in Nepal: Impact of imported cases through cross-border mobility, J. Biol. Dyn., 16 (2022), 528–264. https://doi.org/10.1080/17513758.2022.2096935 doi: 10.1080/17513758.2022.2096935
    [5] F. Agusto, A. Goldberg, O. Ortega, J. Ponce, S. Zaytseva, S. Sindi, and S. Blower, How do interventions impact malaria dynamics between neighboring countries? A case study with Botswana and Zimbabwe, Using Mathematics to Understand Biological Complexity: From Cells to Populations, 22 (2021), 83–109. https://doi.org/10.1007/978-3-030-57129-0_5 doi: 10.1007/978-3-030-57129-0_5
    [6] B. A. Danquah, F. Chirove, J. Banasiak, A climate-based metapopulation4 malaria model with human travel and treatment, Afr. Mat., 36 (2025). https://doi.org/10.1007/s13370-024-01219-z doi: 10.1007/s13370-024-01219-z
    [7] S. P. Silal, F. Little, K. I. Barnes, L. J. White, Predicting the impact of border control on malaria transmission: A simulated focal screen and treat campaign, Malar. J., 14 (2015). https://doi.org/10.1186/s12936-015-0776-2 doi: 10.1186/s12936-015-0776-2
    [8] SAMRC to aid in eliminating malaria by 2025. Available from: https://www.samrc.ac.za/press-releases/samrc-aid-eliminating-malaria-2025.
    [9] J. Tsoka-Gwegweni, Status of malaria and its implications for elimination in an endemic province of South Africa: Retrospective analysis, Pan Afr. Med. J., 41 (2022).
    [10] J. Raman, L. Gast, R. Balawanth, S. Tessema, B. Brooke, R. Maharaj, et al., High levels of imported asymptomatic malaria but limited local transmission in KwaZulu-Natal, a South African malaria-endemic province nearing malaria elimination, Malar. J., 19 (2020), 1–13, https://doi.org/10.1186/s12936-020-03227-3 doi: 10.1186/s12936-020-03227-3
    [11] P. J. Witbooi, G. J. Abiodun, R. Maharaj, Modeling the effect of imported malaria on the elimination programme in KwaZulu-Natal province of South Africa, Pan Afr. Med. J., 47 (2024). https://doi.org/10.11604/pamj.2024.47.80.35882 doi: 10.11604/pamj.2024.47.80.35882
    [12] J. Arino, A. Ducrot, P. Zongo, A metapopulation model for malaria with transmission-blocking partial immunity in hosts, J. Math. Biol., 64 (2012), 423–448. https://doi.org/10.1007/s00285-011-0418-4 doi: 10.1007/s00285-011-0418-4
    [13] Q. Zheng, X. Wang, C. Bao, Y. Ji, H. Liu, Q. Meng, et al., A multi-regional, hierarchical-tier mathematical model of the spread and control of COVID-19 epidemics from epicentre to adjacent regions, Transboundary Emerging Dis., 69 (2022), 549–558. https://doi.org/10.1111/tbed.14019 doi: 10.1111/tbed.14019
    [14] J. Banasiack, Introduction to Mathematical Methods in Population Theory, Springer Verlag, 2025. https://doi.org/10.1007/978-3-031-65491-6
    [15] G. Sallet, Mathematical Epidemiology, 2018. https://hal.science/hal-04688889}{http://hal.science/hal-04688889.
    [16] Z. Ma, Y. Zhou, J. Wu, Modeling and Dynamics of Infectious Diseases, World Scientific, 2009.
    [17] A. Berman, R. J. Plemmons, Nonnegative Matrices in the Mathematical Sciences, Society for Industrial and Applied Mathematics, 1994. https://doi.org/10.1137/1.9781611971262
    [18] P. Van den Driessche, J. Watmough, Further notes on the basic reproduction number, in Mathematical Epidemiology, (2008), 159–178. https://doi.org/10.1007/978-3-540-78911-6_6
    [19] J. C. Kamgang, G. Sallet, Computation of threshold conditions for epidemiological models and global stability of the disease-free equilibrium (DEF), Math. Biosci., 213 (2008), 1–12. https://doi.org/10.1016/j.mbs.2008.02.005 doi: 10.1016/j.mbs.2008.02.005
    [20] R. Anguelov, Y. Dumont, J. Lubuma, E. Mureithi, Stability analysis and dynamics preserving nonstandard finite difference schemes for a malaria model, Math. Popul. Stud., 20 (2013), 101–122. https://doi.org/10.1080/08898480.2013.777240 doi: 10.1080/08898480.2013.777240
    [21] J. C. Kamgang, V. C. Kamla, S. Y. Tchoumi, Modeling the dynamics of malaria transmission with bed net protection perspective, Appl. Math., 5 (2014), 3156–3205. http://dx.doi.org/10.4236/am.2014.519298 doi: 10.4236/am.2014.519298
    [22] R. Ouifki, J. Banasiak, Epidemiological models with quadratic equation for endemic18 equilibria—a bifurcation atlas, Math. Methods Appl. Sci., 43 (2020), 10413–10429. https://doi.org/10.1002/mma.6389 doi: 10.1002/mma.6389
    [23] G. Cardano, The Rules of Algebra (Ars Magna)$[1545]$, Translated and Edited by T. Richard Witmer. 2007 reissue, Dover Publications, 1993.
    [24] N. Chitnis, J. M. Hyman, J. M. Cushing, Determining important parameters in the spread of malaria through the sensitivity analysis of a mathematical model, Bull. Math. Biol., 70 (2008), 1272–1296. http://dx.doi.org/10.1007/s11538-008-9299-0 doi: 10.1007/s11538-008-9299-0
    [25] M. Bretscher, J. Griffin, A. Ghani, L. Okell, Modelling the benefits of long-acting or transmission-blocking drugs for reducing plasmodium falciparum transmission by case management or by mass treatment, Malar. J., 16 (2017). https://doi.org/10.1186/s12936-017-1988-4 doi: 10.1186/s12936-017-1988-4
    [26] W. A. Woldegerima, R. Ouifki, J. Banasiak, Mathematical analysis of the impact of transmission-blocking drugs on the population dynamics of malaria, Appl. Math. Comput., 400 (2021), 126005. https://doi.org/10.1016/j.amc.2021.126005 doi: 10.1016/j.amc.2021.126005
    [27] R. Ouifki, J. Banasiak, S. Y. Tchoumi, The impact of demography in a model of malaria with transmission-blocking drugs, Math. Methods Appl. Sci., 47 (2024), 9729–9757. https://doi.org/10.1002/mma.10091 doi: 10.1002/mma.10091
    [28] J. Banasiak, Logarithmic norms and regular perturbations of differential equations, Annales Univ. Mariae Curie-Skłodowska, Sect. A Math., 73 (2020), 5–19. http://dx.doi.org/10.17951/a.2019.73.2.5-19 doi: 10.17951/a.2019.73.2.5-19
    [29] J. Banasiack, Some remarks on the renormalization group and Chapman-Enskog type methods in singularly perturbed problems, Math. Methods Appl. Sci., 43 (2020), 10361–10380.
    [30] H. K. Khalil, Nonlinear systems, Prentice Hall, 2002.
    [31] J. M. Ortega, Numerical Analysis: A Second Course, SIAM, 1990. https://doi.org/10.1137/1.9781611971323
    [32] A. Pazy, Semigroups of Linear Operators and Applications to Partial Differential Equations, Springer, 1983.
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