Backward Bifurcation and Optimal Control in Transmission Dynamics of West Nile Virus

被引:122
|
作者
Blayneh, Kbenesh W. [2 ]
Gumel, Abba B. [1 ]
Lenhart, Suzanne [3 ]
Clayton, Tim [4 ]
机构
[1] Univ Manitoba, Dept Math, Winnipeg, MB R3T 2N2, Canada
[2] Florida A&M Univ, Dept Math, Tallahassee, FL 32307 USA
[3] Univ Tennessee, Dept Math, Knoxville, TN 37996 USA
[4] Tennessee Temple Univ, Math & Nat Sci Dept, Chattanooga, TN 37404 USA
关键词
West Nile virus; Equilibria; Stability; Bifurcation; Optimal control; VECTOR-BORNE DISEASES; MATHEMATICAL-MODEL; TUBERCULOSIS;
D O I
10.1007/s11538-009-9480-0
中图分类号
Q [生物科学];
学科分类号
07 ; 0710 ; 09 ;
摘要
The paper considers a deterministic model for the transmission dynamics of West Nile virus (WNV) in the mosquito-bird-human zoonotic cycle. The model, which incorporates density-dependent contact rates between the mosquito population and the hosts (birds and humans), is rigorously analyzed using dynamical systems techniques and theories. These analyses reveal the existence of the phenomenon of backward bifurcation (where the stable disease-free equilibrium of the model co-exists with a stable endemic equilibrium when the reproduction number of the disease is less than unity) in WNV transmission dynamics. The epidemiological consequence of backward bifurcation is that the classical requirement of having the reproduction number less than unity, while necessary, is no longer sufficient for WNV elimination from the population. It is further shown that the model with constant contact rates can also exhibit this phenomenon if the WNV-induced mortality in the avian population is high enough. The model is extended to assess the impact of some anti-WNV control measures, by re-formulating the model as an optimal control problem with density-dependent demographic parameters. This entails the use of two control functions, one for mosquito-reduction strategies and the other for personal (human) protection, and redefining the demographic parameters as density-dependent rates. Appropriate optimal control methods are used to characterize the optimal levels of the two controls. Numerical simulations of the optimal control problem, using a set of reasonable parameter values, suggest that mosquito reduction controls should be emphasized ahead of personal protection measures.
引用
收藏
页码:1006 / 1028
页数:23
相关论文
共 50 条
  • [31] West Nile virus transmission potential in Portugal
    José Lourenço
    Sílvia C. Barros
    Líbia Zé-Zé
    Daniel S. C. Damineli
    Marta Giovanetti
    Hugo C. Osório
    Fátima Amaro
    Ana M. Henriques
    Fernanda Ramos
    Tiago Luís
    Margarida D. Duarte
    Teresa Fagulha
    Maria J. Alves
    Uri Obolski
    Communications Biology, 5
  • [32] West Nile virus transmission potential in Portugal
    Lourenco, Jose
    Barros, Silvia C.
    Ze-ze, Libia
    Damineli, Daniel S. C.
    Giovanetti, Marta
    Osorio, Hugo C.
    Amaro, Fatima
    Henriques, Ana M.
    Ramos, Fernanda
    Luis, Tiago
    Duarte, Margarida D.
    Fagulha, Teresa
    Alves, Maria J.
    Obolski, Uri
    COMMUNICATIONS BIOLOGY, 2022, 5 (01)
  • [33] West Nile virus transmission and ecology in birds
    McLean, RG
    Ubico, SR
    Docherty, DE
    Hansen, WR
    Sileo, L
    McNamara, TS
    WEST NILE VIRUS: DETECTION, SURVEILLANCE, AND CONTROL, 2001, 951 : 54 - 57
  • [34] ENDECTOCIDE-TREATED BIRD FEED FOR THE CONTROL OF WEST NILE VIRUS TRANSMISSION
    Nguyen, Chilinh
    Gray, Meg
    Burton, Tim
    Kuklinski, Wojtek
    Foy, Brian
    AMERICAN JOURNAL OF TROPICAL MEDICINE AND HYGIENE, 2015, 93 (04): : 393 - 393
  • [35] IVERMECTIN-TREATED BIRD FEED TO CONTROL WEST NILE VIRUS TRANSMISSION
    Nguyen, Chilinh
    Gray, Meg
    Burton, Timothy
    Foy, Soleil
    Ruckert, Claudia
    Foster, John
    Kuklinski, Wojtek
    Foy, Brian
    AMERICAN JOURNAL OF TROPICAL MEDICINE AND HYGIENE, 2018, 99 (04): : 300 - 300
  • [36] Use of sentinel chickens to study the transmission dynamics of West Nile virus in a sahelian ecosystem
    Chevalier, V.
    Lancelot, R.
    Diaite, A.
    Mondet, B.
    de Lamballerie, X.
    EPIDEMIOLOGY AND INFECTION, 2008, 136 (04): : 525 - 528
  • [37] Backward bifurcation and optimal control of a vector borne disease
    Lashari, Abid Ali
    Hattaf, Khalid
    Zaman, Gul
    Li, Xue-Zhi
    APPLIED MATHEMATICS & INFORMATION SCIENCES, 2013, 7 (01): : 301 - 309
  • [38] Effects of ivermectin treatment of backyard chickens on mosquito dynamics and West Nile virus transmission
    Holcomb, Karen M.
    Nguyen, Chilinh
    Foy, Brian D.
    Ahn, Michelle
    Cramer, Kurt
    Lonstrup, Emma T.
    Mete, Asli
    Tell, Lisa A.
    Barker, Christopher M.
    PLOS NEGLECTED TROPICAL DISEASES, 2022, 16 (03):
  • [39] Culex population dynamics and West Nile virus transmission in east-central Illinois
    Lampman, Richard
    Slamecka, Michael
    Krasavin, Nina
    Kunkel, Kenneth
    Novak, Robert
    JOURNAL OF THE AMERICAN MOSQUITO CONTROL ASSOCIATION, 2006, 22 (03) : 390 - 400
  • [40] Backward Bifurcation and Optimal Control of Plasmodium Knowlesi Malaria
    Abdullahi, Mohammed Baba
    Abu Hasan, Yahya
    Abdullah, Farah Aini
    PROCEEDINGS OF THE 21ST NATIONAL SYMPOSIUM ON MATHEMATICAL SCIENCES (SKSM21): GERMINATION OF MATHEMATICAL SCIENCES EDUCATION AND RESEARCH TOWARDS GLOBAL SUSTAINABILITY, 2014, 1605 : 540 - 546