ECO-EPIDEMIOLOGY OF LASSA FEVER: A MATHEMATICAL MODELING APPROACH

被引:0
|
作者
Agbi, Delight Mawufemor [1 ]
Doumate, Tele Jonas [1 ,2 ]
Opoku, Nicholas Kwasi-do Ohene [3 ]
Kakai, Romain Glele [1 ]
机构
[1] Univ Abomey Calavi, Lab Biomath & Forest Estimat, Cotonou, Benin
[2] Univ Abomey Calavi, Fac Sci & Tech, Dept Math, Cotonou, Benin
[3] Kwame Nkrumah Univ Sci & Technol, Dept Biochem & Biotechnol, Kumasi, Ghana
关键词
Holling type II functional response; rodent predation; migration; sensitivity analysis;
D O I
暂无
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Lassa fever, a fatal zoonotic hemorrhagic disease caused by the Lassa virus, persists as a significant health concern in West Africa. Despite ongoing efforts to mitigate its impact, both the incidence and mortality rates remain alarmingly high, posing a potential risk of a global spread. Recent studies have focused on understanding the dynamic behaviour of Lassa fever. However, the ecological relationship between the reservoir host (rodents) and humans, involving factors such as rodent predation and migration, remains inadequately understood. In this study, we developed and analysed a non-linear mathematical compartmental model for Lassa fever, incorporating both human and rodent populations together with an infested environment. Rodent predation was modelled using the Holling type II functional response. We rigorously established key properties of the model, including the existence of solutions, boundedness, and positivity. The reproduction number (R0) 0 ) was determined using the next-generation method. Additionally, a sensitivity analysis of model parameters was conducted, utilising the Normalized Forward Sensitivity Index to identify the most influential processes affecting the disease threshold and critical factors for effective infection control. Numerical analysis of the total infected human population performed using the odeint function in Python programming revealed several insights. Notably, human-to-human transmission became predominant when the contact rate exceeded 50%. The infected human population experienced a drastic decline when the rate of rodent migration exceeded 50%. In addition, we observed that rodent predation led to an initial surge in human infections. The findings of this study underscore the importance of implementing strategies that prioritise minimising environmental transmission, human-to-human contact, mitigating rodent predation, and increasing rodent migration to effectively control and prevent the transmission of Lassa fever.
引用
收藏
页数:34
相关论文
共 25 条
  • [21] Insights into the significance of membrane structure and concentration polarization on the performance of gas separation membrane permeators: Mathematical modeling approach
    Dehkordi, Javad Aminian
    Hosseini, Seyed Saeid
    Kundu, Prodip K.
    JOURNAL OF INDUSTRIAL AND ENGINEERING CHEMISTRY, 2018, 67 : 333 - 346
  • [22] A mathematical modeling approach to the formation of urban and rural areas: Convergence of global solutions of the mixed problem for the master equation in sociodynamics
    Tabata, Minoru
    Eshima, Nobuoki
    Takagi, Ichiro
    NONLINEAR ANALYSIS-REAL WORLD APPLICATIONS, 2011, 12 (06) : 3261 - 3293
  • [23] Comprehensive approach to the influence of frequently used secondary raw materials on clay bricks quality using mathematical modeling (a systematic review)
    Vasic, Milica V.
    Pezo, Lato
    Zdravkovic, Jelena
    Stankovic, Slavka
    Radojevic, Zagorka
    CERAMICS INTERNATIONAL, 2018, 44 (02) : 1269 - 1276
  • [24] Synthesis, characterization, stability and thermal conductivity of multi-walled carbon nanotubes (MWCNTs) and eco-friendly jatropha seed oil based nanofluid: An experimental investigation and modeling approach
    Rehman, Wajid Ur
    Merican, Zulkifli Merican Aljunid
    Bhat, Aamir Hussian
    Hoe, Beh Guan
    Sulaimon, Aliyu Adebayo
    Akbarzadeh, Omid
    Khan, Muhammad Saad
    Mukhtar, Ahmad
    Saqib, Sidra
    Hameed, Ayesha
    Mellon, Nurhayati
    Ullah, Hafeez
    Ullah, Sami
    Assiri, Mohammed Ali
    JOURNAL OF MOLECULAR LIQUIDS, 2019, 293