Mathematics of a single-locus model for assessing the impacts of pyrethroid resistance and temperature on population abundance of malaria mosquitoes

被引:4
作者
Brozak, Samantha J. [1 ]
Mohammed-Awel, Jemal [2 ]
Gumel, Abba B. [1 ,3 ,4 ]
机构
[1] Arizona State Univ, Sch Math & Stat Sci, Tempe, AZ 85287 USA
[2] Morgan State Univ, Dept Math, Baltimore, MD 21251 USA
[3] Univ Waterloo, Dept Appl Math, Waterloo, ON, Canada
[4] Univ Pretoria, Dept Math & Appl Math, ZA-0002 Pretoria, South Africa
基金
美国国家科学基金会;
关键词
Malaria; Insecticideresistance; Genotype; Pyrethroid; Equilibria; Populationgenetics; INSECTICIDE RESISTANCE; ANOPHELES-GAMBIAE; PLASMODIUM-FALCIPARUM; AQUATIC STAGES; BED NETS; TRANSMISSION; UNCERTAINTY; SENSITIVITY; EVOLUTION; DYNAMICS;
D O I
10.1016/j.idm.2022.05.007
中图分类号
Q [生物科学];
学科分类号
07 ; 0710 ; 09 ;
摘要
This study presents a genetic-ecology modeling framework for assessing the combined impacts of insecticide resistance, temperature variability, and insecticide-based in-terventions on the population abundance and control of malaria mosquitoes by genotype. Rigorous analyses of the model we developed reveal that the boundary equilibrium with only mosquitoes of homozygous sensitive (resistant) genotype is locally-asymptotically stable whenever a certain ecological threshold, denoted by 9l?SS0 (9l?RR 0 ), is less than one. Furthermore, genotype i drives genotype j to extinction whenever 9l?j0 > 1 and 9l?i0 < 1 (where i, j = SS or RR, with i s j). The model exhibits the phenomenon of bistability when both thresholds are less than one. In such a bistable situation, convergence to any of the two boundary equilibria depends on the initial allele distribution in the state variables of the model. Furthermore, in this bistable case, where max{9l?SS0 , 9l? RR 0 } < 1, the basin of attraction of the boundary equilibrium of the mosquito genotype with lower value of the ecological threshold is larger. Specifically, the basin of attraction of the boundary equilibrium for genotype i is larger than that of genotype j if 9l?i 0 < 9l?j0 < 1. When both ecological thresholds exceed one (min{9l?SS0 , 9l?RR 0 } > 1), the two boundary equilibria lose their stability, and a coexistence equilibrium (where all three mosquito genotypes coexist) becomes locally-asymptotically stable. Global sensitivity analysis shows that the key pa-rameters that greatly influence the dynamics and population abundance of resistant mosquitoes include the proportion of new adult mosquitoes that are females, the insecticide-induced mortality rate of adult female mosquitoes, the coverage level and efficacy of adulticides used in the community, the oviposition rates for eggs of heterozygous and homozygous resistant genotypes, and the modification parameter accounting for the reduction in insecticide-induced mortality due to resistance. Numerical simulations show that the adult mosquito population increases with increasing temperature until a peak is reached at 31 & DEG;C, and declines thereafter. Simulating the model for moderate and high adulticide coverage, together with varying fitness costs of resistance, shows a switch in the dominant genotype at equilibrium as temperature is varied. In other words, this study shows that, for certain combinations of adulticide coverage and fitness costs of insecticide resistance, increases in temperature could result in effective management of resistance (by causing the switch from a stable resistant-only boundary equilibrium (at 18 ?) to a stable sensitive-only boundary equilibrium (at 25 & DEG;C)). Finally, this study shows that, for mod-erate fitness costs of resistance, density-dependent larval mortality suppresses the total population of adult mosquitoes with the resistant allele for all temperature values in the range [18 & DEG;C-36 & DEG;C].(c) 2022 The Authors. Publishing services by Elsevier B.V. on behalf of KeAi Communications Co. Ltd. This is an open access article under the CC BY-NC-ND license (http://creativecommons.org/licenses/by-nc-nd/4.0/).
引用
收藏
页码:277 / 316
页数:40
相关论文
共 70 条
[1]   Mathematical assessment of the role of temperature and rainfall on mosquito population dynamics [J].
Abdelrazec, Ahmed ;
Gumel, Abba B. .
JOURNAL OF MATHEMATICAL BIOLOGY, 2017, 74 (06) :1351-1395
[2]   Consequences of insecticide resistance on malaria transmission [J].
Alout, Haoues ;
Roche, Benjamin ;
Dabire, Roch Kounbobr ;
Cohuet, Anna .
PLOS PATHOGENS, 2017, 13 (09)
[3]   Interactive cost of Plasmodium infection and insecticide resistance in the malaria vector Anopheles gambiae [J].
Alout, Haoues ;
Dabire, Roch K. ;
Djogbenou, Luc S. ;
Abate, Luc ;
Corbel, Vincent ;
Chandre, Fabrice ;
Cohuet, Anna .
SCIENTIFIC REPORTS, 2016, 6
[4]   Sterile-Insect Methods for Control of Mosquito-Borne Diseases: An Analysis [J].
Alphey, Luke ;
Benedict, Mark ;
Bellini, Romeo ;
Clark, Gary G. ;
Dame, David A. ;
Service, Mike W. ;
Dobson, Stephen L. .
VECTOR-BORNE AND ZOONOTIC DISEASES, 2010, 10 (03) :295-311
[5]   Modelling the impact of insecticide-based control interventions on the evolution of insecticide resistance and disease transmission [J].
Barbosa, Susana ;
Kay, Katherine ;
Chitnis, Nakul ;
Hastings, Ian M. .
PARASITES & VECTORS, 2018, 11
[6]   The importance of modelling the spread of insecticide resistance in a heterogeneous environment: the example of adding synergists to bed nets [J].
Barbosa, Susana ;
Hastings, Ian M. .
MALARIA JOURNAL, 2012, 11
[7]   Temperature-related duration of aquatic stages of the Afrotropical malaria vector mosquito Anopheles gambiae in the laboratory [J].
Bayoh, MN ;
Lindsay, SW .
MEDICAL AND VETERINARY ENTOMOLOGY, 2004, 18 (02) :174-179
[8]   Effect of temperature on the development of the aquatic stages of Anopheles gambiae sensu stricto (Diptera: Culicidae) [J].
Bayoh, MN ;
Lindsay, SW .
BULLETIN OF ENTOMOLOGICAL RESEARCH, 2003, 93 (05) :375-381
[9]  
Bayoh MN., 2001, Studies on the development and survival of Anopheles gambiae sensu stricto at various temperatures and relative humidities
[10]   The Effect of Temperature on Anopheles Mosquito Population Dynamics and the Potential for Malaria Transmission [J].
Beck-Johnson, Lindsay M. ;
Nelson, William A. ;
Paaijmans, Krijn P. ;
Read, Andrew F. ;
Thomas, Matthew B. ;
Bjornstad, Ottar N. .
PLOS ONE, 2013, 8 (11)