scholarly journals Effects of Spatial Heterogeneity on Transmission Potential in Vectorial-Contact Networks: A Comparison of Three Aedes aegypti Control Strategies

2017 ◽  
Author(s):  
Héctor M. Sánchez C. ◽  
John M. Marshall ◽  
Sean L. Wu ◽  
Edgar E. Vallejo

AbstractDengue, chikungunya and zika are all transmitted by the Aedes aegypti mosquito. Despite the strong influence of host spatial distribution and movement patterns on the ability of mosquito vectors to transmit pathogens, there is little understanding how these complex interactions modify the spread of disease in spatially heterogeneous populations. In light of present fears of a worldwide zika epidemic, and failures to eradicate dengue and chikungunya; there is a pressing need to get a better picture of how high-resolution details such as human movement in a small landscape, modify the patterns of transmission of these diseases and how different mosquito-control interventions could be affected by these movements.In this work we use a computational agent-based model (ABM) to simulate mosquito-human interactions in two different levels of spatial heterogeneity, with human movement, and in the presence of three mosquito-control interventions (spatial spraying, the release of Wolbachia-infected mosquitoes and release of insects with dominant lethal gene). To analyse the results from each of these experiments we examined mosquito population dynamics and host to host contact networks that emerged from the distribution of consecutive bites across humans. We then compared results across experiments to understand the differential effectiveness of different interventions in both the presence and absence of spatial heterogeneities, and analysed network measures of epidemiological relevance (degree probability distributions, mean path length, network density and small-worldness).From our experiments we conclude that spatial heterogeneity greatly influences how a pathogen may spread in a host population when mediated by a mosquito vector, and that these important heterogeneities also strongly affect effectiveness of interventions. Finally, we demonstrate that these host to host vectorial-contact networks can provide operationally important information to inform selection of optimal vector-control strategies.Author SummaryMosquito-borne diseases’ transmission patterns arise from the complex interactions between hosts and vector. Because these interactions are influenced by host and vector behaviour, spatial constraints, and other factors they are amongst the most difficult to understand. In this work, we use our computational agent-based model: SoNA3BS; to simulate two spatially different settings in the presence and absence of three different mosquito-control interventions: fogging, the release of Wolbachia-infected mosquitoes and the release of insects with dominant lethal gene. Throughout these simulations, we record mosquito population dynamics and mosquito bites on persons. We then compare mosquito population dynamics to the vectorial-contact networks (that emerge from subsequent mosquito bites between humans) and, after performing these comparisons, we proceeded to show that even when mosquito population sizes are almost equal in both spatial settings, the resulting vectorial-contact networks are radically different. This has profound implications in our understanding of how mosquito-borne diseases spread in human populations and is relevant to the effective use of resources allocated to stop these pathogens from causing more harm in human populations.

2020 ◽  
Vol 21 (4) ◽  
pp. 629-642 ◽  
Author(s):  
Irene Azzali ◽  
Leonardo Vanneschi ◽  
Andrea Mosca ◽  
Luigi Bertolotti ◽  
Mario Giacobini

PLoS ONE ◽  
2013 ◽  
Vol 8 (11) ◽  
pp. e79276 ◽  
Author(s):  
Lindsay M. Beck-Johnson ◽  
William A. Nelson ◽  
Krijn P. Paaijmans ◽  
Andrew F. Read ◽  
Matthew B. Thomas ◽  
...  

2020 ◽  
Author(s):  
Diletta Fornasiero ◽  
Matteo Mazzuccato ◽  
Marco Barbujani ◽  
Fabrizio Montarsi ◽  
Gioia Capelli ◽  
...  

Abstract Background: Vector-borne infectious diseases (VBDs) represent a major public health concern worldwide. Among VBDs, West Nile Virus (WNV) showed an increasingly wider spread in temperate regions of Europe, including Italy. During the last decade, WNV outbreaks have been recurrently reported in mosquitoes, horses, wild birds, and humans, showing great variability in the temporal and spatial distribution pattern. Due to the complexity of the environment-host-vector-pathogen interaction and the incomplete understanding of the epidemiological pattern of the disease, WNV occurrences can be hardly predictable. The analyses of ecological drivers responsible for the earlier WNV reactivation and transmission are pivotal; in particular, variations in the vector population dynamics may represent a key point of the recent success of WNV and, more in general, of the VBDs.Methods: We investigated the variations of Culex pipiens population abundance using environmental, climatic and trapping data obtained over nine years (2010 to 2018) through the WNV entomological surveillance program implemented in northeastern Italy. An Information Theoretic approach (IT-AICc) and model-averaging algorithms were implemented to examine the relationship between the seasonal mosquito population growth rates and both intrinsic (e.g. intraspecific competition) and extrinsic (e.g. environmental and climatic variables) predictors, to identify the most significant combinations of variables outlining the Cx. pipiens population dynamics.Results: Population abundance (proxy for intraspecific competition) and length of daylight were the predominant factors regulating the mosquito population dynamics; however, also other drivers encompassing environmental and climatic variables had a significant impact, although sometimes counterintuitive and not univocal. The analyses of the single-year datasets, and the comparison with the results obtained from the overall model (all data available from 2010 to 2018), highlighted remarkable differences in coefficients magnitude, sign, and significance. These outcomes indicate that different combinations of factors might have distinctive, and sometimes divergent, effects on mosquito population dynamics. Conclusions: A more realistic acquaintance of the intrinsic and extrinsic mechanism of mosquito population fluctuations in relation to continuous changes in environmental and climatic conditions is paramount to properly reinforce VBDs risk-based surveillance activities, to plan targeted density control measures and to implement effective early detection programs.


2017 ◽  
Vol 428 ◽  
pp. 98-105 ◽  
Author(s):  
Arndt Telschow ◽  
Florian Grziwotz ◽  
Philip Crain ◽  
Takeshi Miki ◽  
James W. Mains ◽  
...  

2017 ◽  
Vol 421 ◽  
pp. 28-38 ◽  
Author(s):  
L.D. Valdez ◽  
G.J. Sibona ◽  
L.A. Diaz ◽  
M.S. Contigiani ◽  
C.A. Condat

2013 ◽  
Vol 726-731 ◽  
pp. 156-159 ◽  
Author(s):  
Hui Wan

Understanding the population dynamics of mosquitoes is fundamental to the study of the epidemiology of mosquito-borne diseases for the purpose of optimal control and prevention. In this paper, we presented a brief survey for former models for mosquito population and claimed that the effect of limited resource and temperature are important for the population dynamics of mosquito which should be considered in mosquito models.


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