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
  • [41] Periodic oscillations and backward bifurcation in a model for the dynamics of malaria transmission
    Ngonghala, Calistus N.
    Ngwa, Gideon A.
    Teboh-Ewungkem, Miranda I.
    MATHEMATICAL BIOSCIENCES, 2012, 240 (01) : 45 - 62
  • [42] Host heterogeneity dominates West Nile virus transmission
    Kilpatrick, A. Marm
    Daszak, Peter
    Jones, Matthew J.
    Marra, Peter P.
    Kramer, Laura D.
    PROCEEDINGS OF THE ROYAL SOCIETY B-BIOLOGICAL SCIENCES, 2006, 273 (1599) : 2327 - 2333
  • [43] Transmission of West Nile virus by infected Aedes albopictus
    Philip, CB
    Smadel, JE
    PROCEEDINGS OF THE SOCIETY FOR EXPERIMENTAL BIOLOGY AND MEDICINE, 1943, 53 (01): : 49 - 50
  • [44] Transmission of West Nile Virus during Horse Autopsy
    Venter, Marietjie
    Steyl, Johan
    Human, Stacey
    Weyer, Jacqueline
    Zaayman, Dewald
    Blumberg, Lufcille
    Leman, Patricia A.
    Paweska, Janusz
    Swanepoel, Robert
    EMERGING INFECTIOUS DISEASES, 2010, 16 (03) : 573 - 575
  • [45] West Nile virus transmission risk in the Czech Republic
    Vlckova, J.
    Rupes, V
    Horakova, D.
    Kollarova, H.
    Holy, O.
    EPIDEMIOLOGIE MIKROBIOLOGIE IMUNOLOGIE, 2015, 64 (02): : 80 - 86
  • [46] West Nile Virus: Biology, Transmission, and Human Infection
    Colpitts, Tonya M.
    Conway, Michael J.
    Montgomery, Ruth R.
    Fikrig, Erol
    CLINICAL MICROBIOLOGY REVIEWS, 2012, 25 (04) : 635 - 648
  • [47] Climate, evolution, and the transmission of West Nile virus in mosquitoes
    Kilpatrick, A. Marm
    Meola, Mark M.
    Moudy, Robin M.
    Diffenbaugh, Noah S.
    Kramer, Laura D.
    AMERICAN JOURNAL OF TROPICAL MEDICINE AND HYGIENE, 2007, 77 (05): : 188 - 188
  • [48] Mapping the Risk for West Nile Virus Transmission, Africa
    Garcia-Carrasco, Jose-Maria
    Munoz, Antonio-Roman
    Olivero, Jesus
    Segura, Marina
    Real, Raimundo
    EMERGING INFECTIOUS DISEASES, 2022, 28 (04) : 777 - 785
  • [49] A probable case of West Nile virus transfusion transmission
    Groves, Jamel A.
    Shafi, Hedyeh
    Nomura, Jim H.
    Herron, Ross M.
    Baez, Devin
    Dodd, Roger Y.
    Stramer, Susan L.
    TRANSFUSION, 2017, 57 (03) : 850 - 856
  • [50] Oral transmission of West Nile virus in a hamster model
    Sbrana, E
    Tonry, JH
    Xiao, SY
    Da Rosa, APAT
    Higgs, S
    Tesh, RB
    AMERICAN JOURNAL OF TROPICAL MEDICINE AND HYGIENE, 2005, 72 (03): : 325 - 329