Optimal Control Theory Applied to Rabies Epidemiological Model with Time-dependent Vaccination in Davao City, Mindanao Island, Philippines.

Q4 Medicine
Acta Medica Philippina Pub Date : 2025-03-31 eCollection Date: 2025-01-01 DOI:10.47895/amp.v59i4.8875
Dejell Anne M Satur, Zython Paul T Lachica, Pamela Grace J Roxas, Eliezer O Diamante, El Veena Grace A Rosero, John Raven C Macanan, Arlene P Lagare, Noreen J Eng, Maria Corazon B Sepulveda, Giovanna Fae R Oguis, May Anne E Mata
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引用次数: 0

Abstract

Background and objective: Rabies continues to be a challenge in Davao City despite the efforts of the city's local government to vaccinate primarily the non-stray dog population. Meanwhile, studies have shown that time-dependent vaccination strategy is considered a prime factor for a cost-effective rabies control strategy. Hence, this study aims to provide information that will determine the optimal vaccination strategy targeted to the stray dog population that minimizes the rabies-infected dog population and vaccination costs using optimal control theory (OCT).

Methods: OCT is used to identify the optimal level of key rabies control, i.e., vaccination. Here, OCT was applied to a modified Susceptible-Exposed-Infectious-Vaccinated (SEIV) compartmental model. The study's key parameters were derived from published articles on rabies in Davao City and similar regions, along with the city's rabies reports.

Results: The findings revealed that while rabies remains endemic in the city, it is possible to reduce the number of cases through consistent implementation of vaccination programs to the exposed and susceptible dog populations. Nevertheless, the feasibility of these findings relies to the effective targeting of vaccine coverage for the dog population. From the simulations performed, the exposed dog population (i.e., pre-rabid dogs) was able to reach zero observation when the transmission rate (β) is 0.001 for all values of anti-rabies vaccine coverages for exposed (α) and susceptible (b) dog populations and β = 0.01 only when α = 0.7 and b = 0.7, α = 0.7 and b = 0.5, and α = 0.5 and b = 0.7. Consequently, the number of infectious dogs will thereby decrease. Moreover, a nonlinear correspondence was also observed in all scenarios between the vaccination rate and the number of rabies-exposed dogs such that the reduction in the incidence of rabies cases becomes apparent only when the vaccination rate is at least 0.9995.

Conclusion: In high rabies transmissibility scenarios, a time-dependent vaccination strategy demonstrated a reduction in the number of rabies-infected dogs. However, this approach involves a trade-off, limiting the period during which monthly vaccinations can be relaxed. Consequently, a robust and timely vaccination program for dogs is crucial to manage high rabies transmission rates. Lastly, the model simulation underscores the importance of initiating monthly vaccinations.

最优控制理论在菲律宾棉兰老岛达沃市狂犬病接种时变流行病学模型中的应用
背景和目的:尽管达沃市地方政府努力主要为非流浪狗接种疫苗,但狂犬病仍然是该市面临的一个挑战。同时,研究表明,时间依赖疫苗接种策略被认为是具有成本效益的狂犬病控制策略的主要因素。因此,本研究旨在利用最优控制理论(OCT)提供信息,以确定针对流浪狗群体的最佳疫苗接种策略,从而最大限度地减少狂犬病感染狗的数量和疫苗接种成本。方法:利用OCT识别狂犬病关键控制的最佳水平,即疫苗接种。在这里,OCT应用于改良的易感-暴露-感染-接种(SEIV)室室模型。该研究的关键参数来源于达沃市和类似地区关于狂犬病的已发表文章,以及该市的狂犬病报告。结果:研究结果表明,虽然狂犬病在该市仍然流行,但通过对暴露和易感犬群持续实施疫苗接种计划,有可能减少病例数量。然而,这些发现的可行性取决于疫苗覆盖犬群的有效目标。从模拟结果来看,当暴露犬(α)和易感犬(b)的所有抗狂犬病疫苗覆盖率值的传播率(β)为0.001时,暴露犬(即狂犬病前期犬)群体能够达到零观察值,只有当α = 0.7和b = 0.7、α = 0.7和b = 0.5、α = 0.5和b = 0.7时,β = 0.01。因此,感染狗的数量将因此减少。此外,在所有情况下,疫苗接种率与暴露于狂犬病的狗的数量之间也存在非线性对应关系,因此只有当疫苗接种率至少为0.9995时,狂犬病病例的发生率才会明显降低。结论:在狂犬病高传播情况下,时间依赖的疫苗接种策略可以减少感染狂犬病的狗的数量。然而,这种方法涉及到一种权衡,限制了可以放松每月接种疫苗的时间。因此,一个强有力和及时的犬类疫苗接种计划对于控制高狂犬病传播率至关重要。最后,模型模拟强调了开始每月接种疫苗的重要性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
Acta Medica Philippina
Acta Medica Philippina Medicine-Medicine (all)
CiteScore
0.40
自引率
0.00%
发文量
199
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