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An optimal control strategy for cerebrospinal meningitis in Yobe State, Nigeria: a mathematical modeling approach

Year 2025, Volume: 3 Issue: 2, 192 - 211, 31.10.2025
https://doi.org/10.59292/bulletinbiomath.1724391

Abstract

This paper develops and analyzes a deterministic SEIHR (Susceptible-Exposed-Infectious-Hospitalized-Recovered) model to investigate the transmission dynamics of cerebrospinal meningitis (CSM) and evaluate optimal control strategies. The framework incorporates three time-dependent control variables: mass vaccination of susceptible individuals, enhanced treatment for hospitalized patients, and public awareness campaigns. Using Pontryagin's Maximum Principle, we formulate an optimal control problem to minimize the number of infected individuals and the costs associated with the interventions. The basic reproduction number ($R_0$) is derived, and its sensitivity to key parameters is analyzed. Numerical simulations, using data relevant to the Yobe State context, demonstrate that a combined strategy of early, intensive vaccination, sustained treatment efforts, and effective public awareness is the most effective approach to mitigate the burden of a CSM outbreak. These findings provide quantitative support for evidence-based public health policies aimed at controlling meningitis in high-risk regions.

References

  • [1] World Health Organization (WHO), Defeating Meningitis by 2030: A Global Road Map, (2021). https://www.who.int/publications/i/item/9789240026407
  • [2] Mount, H.R. and Boyle, S.D. Aseptic and bacterial meningitis: evaluation, treatment, and prevention. American Family Physician, 96(5), 314-322, (2017).
  • [3] Van de Beek, D., Cabellos, C., Dzupova, O., Esposito, S., Klein, M., Kloek, A.T. et al. ESCMID guideline: diagnosis and treatment of acute bacterial meningitis. Clinical Microbiology and Infection, 22, S37-S62, (2016).
  • [4] Fernandez, K., Lingani, C., Aderinola, O.M., Goumbi, K., Bicaba, B., Edea, Z.A. et al. Meningococcal meningitis outbreaks in the African meningitis belt after meningococcal serogroup A conjugate vaccine introduction, 2011–2017. The Journal of Infectious Diseases, 220(Supplement_4), S225-S232, (2019).
  • [5] Hasbun, R. (2022). Progress and challenges in bacterial meningitis: a review. Jama, 328(21), 2147-2154.
  • [6] Oordt-Speets, A.M., Bolijn, R., van Hoorn, R.C., Bhavsar, A. and Kyaw, M.H. Global etiology of bacterial meningitis: a systematic review and meta-analysis. PloS One, 13(6), e0198772, (2018).
  • [7] Premium Times, Meningitis Outbreak: Three dead, 30 Hospitalised in Gombe, (2025). https://www.premiumtimesng.com/regional/nnorth-east/784136-meningitis-outbreak-three-dead-30-hospitalised-in-gombe.html
  • [8] Nigeria Centre for Disease Control and Prevention, Weekly Epidemiological Report, Weekly updates on epidemics in Nigeria: as at 31st August 2025, (2025). https://ncdc.gov.ng/reports/weekly
  • [9] World Health Organization Nigeria, WHO Combats Cerebrospinal Meningitis Outbreak in Yobe State, Nigeria, (2024). https://www.afro.who.int/countries/nigeria/news/who-combats-cerebrospinal-meningitis-outbreak-yobe-state-nigeria
  • [10] Keeling, M.J. and Rohani, P. Modeling Infectious Diseases in Humans and Animals. Princeton University Press: New Jersey, (2008).
  • [11] Agusto, F.B. and Leite, M.C.A. Optimal control and cost-effective analysis of the 2017 meningitis outbreak in Nigeria. Infectious Disease Modelling, 4, 161-187, (2019).
  • [12] Crankson, M.V., Olotu, O., Afolabi, A.S. and Abidemi, A. Modeling the vaccination control of bacterial meningitis transmission dynamics: a case study. Mathematical Modelling and Control, 3(4), 416-434, (2023).
  • [13] Madaki, U.Y., Shu’aibu, A. and Umar, M.I. Mathematical model for the dynamics of bacterial meningitis (Meningococcal meningitis): a case study of Yobe State Specialist Hospital, Damaturu, Nigeria. Gadau Journal of Pure and Allied Sciences, 2(2), 113-129, (2023).
  • [14] Lenhart, S. and Workman, J.T. Optimal Control Applied to Biological Models. Chapman and Hall/CRC: New York, (2007).
  • [15] Van den Driessche, P. and Watmough, J. Reproduction numbers and sub-threshold endemic equilibria for compartmental models of disease transmission. Mathematical Biosciences, 180(1-2), 29-48, (2002).
  • [16] Pontryagin, L.S. Mathematical Theory of Optimal Processes (Vol 4). CRC Press: London, (1987).
There are 16 citations in total.

Details

Primary Language English
Subjects Biological Mathematics
Journal Section Research Article
Authors

Timothy Ado Shamaki 0000-0002-5262-7652

Early Pub Date October 31, 2025
Publication Date October 31, 2025
Submission Date June 21, 2025
Acceptance Date October 30, 2025
Published in Issue Year 2025 Volume: 3 Issue: 2

Cite

APA Shamaki, T. A. (2025). An optimal control strategy for cerebrospinal meningitis in Yobe State, Nigeria: a mathematical modeling approach. Bulletin of Biomathematics, 3(2), 192-211. https://doi.org/10.59292/bulletinbiomath.1724391

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