Mathematical modelling of vector-borne diseases and insecticide resistance evolution

被引:11
|
作者
Gabriel Kuniyoshi, Maria Laura [1 ]
Pio dos Santos, Fernando Luiz [1 ]
机构
[1] Univ Estadual Paulista, UNESP, Sao Paulo State Univ, Dept Biostat,Inst Biosci Botucatu, St Prof Dr Irina Delanova Gemtchujnicov,POB 510, BR-18618693 Botucatu, SP, Brazil
来源
JOURNAL OF VENOMOUS ANIMALS AND TOXINS INCLUDING TROPICAL DISEASES | 2017年 / 23卷
关键词
Epidemiology; Population genetics; Tropical diseases; Insecticides; Theoretical modelling; Numerical simulation; ODE system; DENGUE; IMPACT; FEVER;
D O I
10.1186/s40409-017-0123-x
中图分类号
R99 [毒物学(毒理学)];
学科分类号
100405 ;
摘要
Background: Vector-borne diseases are important public health issues and, consequently, in silico models that simulate them can be useful. The susceptible-infected-recovered (SIR) model simulates the population dynamics of an epidemic and can be easily adapted to vector-borne diseases, whereas the Hardy-Weinberg model simulates allele frequencies and can be used to study insecticide resistance evolution. The aim of the present study is to develop a coupled system that unifies both models, therefore enabling the analysis of the effects of vector population genetics on the population dynamics of an epidemic. Methods: Our model consists of an ordinary differential equation system. We considered the populations of susceptible, infected and recovered humans, as well as susceptible and infected vectors. Concerning these vectors, we considered a pair of alleles, with complete dominance interaction that determined the rate of mortality induced by insecticides. Thus, we were able to separate the vectors according to the genotype. We performed three numerical simulations of the model. In simulation one, both alleles conferred the same mortality rate values, therefore there was no resistant strain. In simulations two and three, the recessive and dominant alleles, respectively, conferred a lower mortality. Results: Our numerical results show that the genetic composition of the vector population affects the dynamics of human diseases. We found that the absolute number of vectors and the proportion of infected vectors are smaller when there is no resistant strain, whilst the ratio of infected people is larger in the presence of insecticide-resistant vectors. The dynamics observed for infected humans in all simulations has a very similar shape to real epidemiological data. Conclusion: The population genetics of vectors can affect epidemiological dynamics, and the presence of insecticide-resistant strains can increase the number of infected people. Based on the present results, the model is a basis for development of other models and for investigating population dynamics.
引用
收藏
页数:14
相关论文
共 50 条
  • [1] The dynamics of vector-borne relapsing diseases
    Palmer, Cody
    Landguth, Erin
    Stone, Emily
    Johnson, Tammi
    MATHEMATICAL BIOSCIENCES, 2018, 297 : 32 - 42
  • [2] Vector-borne diseases in Haiti: A review
    Ben-Chetrit, Eli
    Schwartz, Eli
    TRAVEL MEDICINE AND INFECTIOUS DISEASE, 2015, 13 (02) : 150 - 158
  • [3] Emerging Vector-Borne Diseases
    Huntington, Mark K.
    Allison, Jay
    Nair, Dilip
    AMERICAN FAMILY PHYSICIAN, 2016, 94 (07) : 551 - 557
  • [4] The Threat of Vector-Borne Diseases in Sierra Leone
    Jones, Robert T.
    Tytheridge, Scott J.
    Smith, Samuel J.
    Levine, Rebecca S.
    Hodges, Mary H.
    Ansumana, Rashid
    Wulff, Sophie
    Whitworth, Jimmy
    Logan, James G.
    AMERICAN JOURNAL OF TROPICAL MEDICINE AND HYGIENE, 2023, 109 (01) : 10 - 21
  • [5] Vectors and vector-borne diseases of horses
    Onmaz, A. C.
    Beutel, R. G.
    Schneeberg, K.
    Pavaloiu, A. N.
    Komarek, A.
    van den Hoven, R.
    VETERINARY RESEARCH COMMUNICATIONS, 2013, 37 (01) : 65 - 81
  • [6] An Evolutionary Perspective on Vector-Borne Diseases
    Powell, Jeffrey R.
    FRONTIERS IN GENETICS, 2019, 10
  • [7] Insecticide-treated clothes for the control of vector-borne diseases: a review on effectiveness and safety
    Banks, S. D.
    Murray, N.
    Wilder-Smith, A.
    Logan, J. G.
    MEDICAL AND VETERINARY ENTOMOLOGY, 2014, 28 : 14 - 25
  • [8] Modeling Transmission Dynamics and Control of Vector-Borne Neglected Tropical Diseases
    Luz, Paula M.
    Struchiner, Claudio J.
    Galvani, Alison P.
    PLOS NEGLECTED TROPICAL DISEASES, 2010, 4 (10):
  • [9] Venezuela and its rising vector-borne neglected diseases
    Hotez, Peter J.
    Basanez, Maria-Gloria
    Acosta-Serrano, Alvaro
    Eugenia Grillet, Maria
    PLOS NEGLECTED TROPICAL DISEASES, 2017, 11 (06):
  • [10] Landscape Genetics: A Toolbox for Studying Vector-Borne Diseases
    Hemming-Schroeder, Elizabeth
    Lo, Eugenia
    Salazar, Cynthia
    Puente, Sandie
    Yan, Guiyun
    FRONTIERS IN ECOLOGY AND EVOLUTION, 2018, 6