Mathematical Model for Optimal Control of Soil-Transmitted Helminth Infection

被引:7
|
作者
Lambura, Aristide G. [1 ,2 ]
Mwanga, Gasper G. [3 ]
Luboobi, Livingstone [1 ,4 ]
Kuznetsov, Dmitry [1 ]
机构
[1] Nelson Mandela African Inst Sci & Technol, Sch Computat & Commun Sci & Engn, POB 447, Arusha, Tanzania
[2] Ardhi Univ, Dept Comp Syst & Math, POB 35176, Dar Es Salaam, Tanzania
[3] Univ Dar Es Salaam, Dept Physc Math & Informat, POB 2329, Dar Es Salaam, Tanzania
[4] Strathmore Univ, Inst Math Sci, POB 59857-00200, Nairobi, Kenya
关键词
Asymptotically stable - Backward bifurcation - Basic reproduction number - Educational materials - Incremental cost-effective ratios - Nonlinear differential equation - Optimal control problem - Susceptible population;
D O I
10.1155/2020/6721919
中图分类号
Q [生物科学];
学科分类号
07 ; 0710 ; 09 ;
摘要
In this paper, we study the dynamics of soil-transmitted helminth infection. We formulate and analyse a deterministic compartmental model using nonlinear differential equations. The basic reproduction number is obtained and both disease-free and endemic equilibrium points are shown to be asymptotically stable under given threshold conditions. The model may exhibit backward bifurcation for some parameter values, and the sensitivity indices of the basic reproduction number with respect to the parameters are determined. We extend the model to include control measures for eradication of the infection from the community. Pontryagian's maximum principle is used to formulate the optimal control problem using three control strategies, namely, health education through provision of educational materials, educational messages to improve the awareness of the susceptible population, and treatment by mass drug administration that target the entire population(preschool- and school-aged children) and sanitation through provision of clean water and personal hygiene. Numerical simulations were done using MATLAB and graphical results are displayed. The cost effectiveness of the control measures were done using incremental cost-effective ratio, and results reveal that the combination of health education and sanitation is the best strategy to combat the helminth infection. Therefore, in order to completely eradicate soil-transmitted helminths, we advise investment efforts on health education and sanitation controls.
引用
收藏
页数:15
相关论文
共 50 条
  • [21] Schistosomiasis and soil-transmitted helminth infections: forging control efforts
    Savioli, L
    Stansfield, S
    Bundy, DAP
    Mitchell, A
    Bhatia, R
    Engels, D
    Montresor, A
    Neira, M
    Shein, AM
    TRANSACTIONS OF THE ROYAL SOCIETY OF TROPICAL MEDICINE AND HYGIENE, 2002, 96 (06) : 577 - 579
  • [22] Building on the success of soil-transmitted helminth control - The future of deworming
    Jourdan, Peter Mark
    Montresor, Antonio
    Walson, Judd L.
    PLOS NEGLECTED TROPICAL DISEASES, 2017, 11 (04):
  • [23] Global epidemiology, ecology and control of soil-transmitted helminth infections
    Brooker, S.
    Clements, A. C. A.
    Bundy, D. A. P.
    ADVANCES IN PARASITOLOGY, VOL 62: GLOBAL MAPPING OF INFECTIOUS DISEASES: METHODS, EXAMPLES AND EMERGING APPLICATIONS, 2006, 62 : 221 - 261
  • [24] Iron deficiency and soil-transmitted helminth infection: classic and neglected connections
    Joel Henrique Ellwanger
    Marina Ziliotto
    Bruna Kulmann-Leal
    José Artur Bogo Chies
    Parasitology Research, 2022, 121 : 3381 - 3392
  • [25] Iron deficiency and soil-transmitted helminth infection: classic and neglected connections
    Ellwanger, Joel Henrique
    Ziliotto, Marina
    Kulmann-Leal, Bruna
    Chies, Jose Artur Bogo
    PARASITOLOGY RESEARCH, 2022, 121 (12) : 3381 - 3392
  • [26] Soil-transmitted helminth infection and skin prick test reactivity in children
    Lubis, Schenny Regina
    Irsa, Lily
    Evalina, Rita
    Supriatmo
    Sjabaroeddin, M.
    PAEDIATRICA INDONESIANA, 2014, 54 (01) : 52 - 56
  • [27] The challenge of unreported and unprogrammed deworming for soil-transmitted helminth control programs
    Addiss, David G.
    INTERNATIONAL HEALTH, 2015, 7 (06): : 377 - 379
  • [28] The Hashimoto initiative and the control of soil-transmitted helminth infections: the Japanese challenge
    Takeuchi, T
    Kasai, T
    Hara, T
    CONTROLLING DISEASE DUE TO HELMINTH INFECTIONS, 2003, : 81 - 85
  • [29] The Geography and Scale of Soil-Transmitted Helminth Infections
    Sturrock S.L.
    Yiannakoulias N.
    Sanchez A.L.
    Current Tropical Medicine Reports, 2017, 4 (4) : 245 - 255
  • [30] Soil-transmitted helminth infections in South America
    Marcos, Luis A.
    Machicado, Jorge D.
    LANCET INFECTIOUS DISEASES, 2014, 14 (03): : 183 - 183