An alternative model to explain the vectorial capacity using as example Aedes aegypti case in dengue transmission

被引:12
作者
Catano-Lopez, Alexandra [1 ]
Rojas-Diaz, Daniel [1 ]
Laniado, Henry [1 ]
Arboleda-Sanchez, Sair [2 ]
Eugenia Puerta-Yepes, Maria [1 ]
Paola Lizarralde-Bejarano, Diana [1 ]
机构
[1] Univ EAFIT, Escuela Ciencias, Dept Ciencias Matemat, Carrera 49 7 Sur 50, Medellin 050022, Colombia
[2] Univ Antioquia, Grp Biol & Control Enfermedades Infecciosas BCEI, Calle 70 52-21, Medellin 050010, Colombia
关键词
Virology; Applied mathematics; Health sciences; Epidemiology; Infectious disease; Mortality; Uncertainty analysis; Vectorial capacity; Sensitivity analysis; Dengue; SENSITIVITY-ANALYSIS; REPRODUCTION; CHIKUNGUNYA; INFECTION; FEVER; RISK;
D O I
10.1016/j.heliyon.2019.e02577
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
Vectorial capacity (VC), as a concept that describes the potential of a vector to transmit a pathogen, has had historical problems related to lacks in dimensional significance and high error propagation from parameters that take part in the model to output. Hence, values estimated with those equations are not sufficiently reliable to consider in control strategies or vector population study. In this paper, we propose a new VC model consistent at dimensional level, i.e., the definition and the equation of VC have same and consistent units, with a parameter estimation method and mathematical structure that reduces the uncertainty in model output, using as a case of study an Aedes aegypti population of the municipality of Bello, Colombia. After a literature review, we selected one VC equation following biological, measurability and dimensional criteria, then we rendered a local and global sensitivity analysis, identifying the mortality rate of mosquitoes as a target component of the equation. Thus, we studied the Weibull and Exponential distributions as probabilistic models that represent the expectation of mosquitoes infective life, intending to include the best distribution in a selected VC structure. The proposed mortality rate estimation method includes a new parameter that represents an increase or decrease in vector mortality, as it may apply. We noticed that its estimation reduces the uncertainty associated with the expectation of mosquitoes' infective life expression, which also reduces the output range and variance in almost a half.
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页数:8
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