Department of Pathobiological Sciences, School of Veterinary Medicine, Louisiana State University, Baton Rouge, Louisiana, United States of America.
Center for Computation and Technology, Louisiana State University, Baton Rouge, Louisiana, United States of America.
PLoS One. 2019 Mar 28;14(3):e0214306. doi: 10.1371/journal.pone.0214306. eCollection 2019.
Because of the increasing threat that Zika virus (ZIKV) poses to more sub-tropical area due to increased global travel, there is a need for better understanding of the effect(s) of temperature on the establishment potential of ZIKV within these subtropical, temperate, and/or seasonal Ae. aegypti populations. The first step to determining risk establishment of ZIKV in these regions is to assess ZIKV's ability to infect mosquitoes at less tropical temperatures, and thus be detected through common surveillance programs. To that end, the effect of two rearing temperatures (RT) and extrinsic incubation temperatures (EIT) on infection and dissemination rates was evaluated, as well as the interactions of such. Total, there were four combinations (RT24-EIT24, RT24-EIT28, RT28-EIT24, RT28-EIT28). Further, a stochastic SEIR framework was adapted to determine whether observed data could lead to differential success of establishment of ZIKV in naive mosquito populations. There was no consistent pattern in significant differences found across treatments for either infection or dissemination rates (p>0.05), where only a significant difference was found in infection rates between RT24-EIT24 (44%) and RT28-EIT24 (82.6%). Across all temperature conditions, the model predicted between a 76.4% and 95.4% chance of successful establishment of ZIKV in naive mosquito populations under model assumptions. We further show that excluding the maximum observed infection and dissemination rates likely overestimates the probability of local establishment of ZIKV. These results indicate that 1) there is no straightforward relationship between RT, EIT, and infection/dissemination rates, 2) in more temperate climates, ZIKV may still have the ability to establish in populations of Aedes aegypti, 3) despite an overall lack of significant differences in infection/dissemination rates, temperature may still alter the kinetics of ZIKV within the mosquito enough to affect the likelihood of infection establishment and detection within the context of mosquito surveillance programs, and 4) both the temporal and magnitude qualities of vector competence are necessary for parameterization of within-mosquito virus kinetics.
由于寨卡病毒(ZIKV)由于全球旅行的增加而对更多亚热带地区构成的威胁不断增加,因此需要更好地了解温度对这些亚热带、温带和/或季节性埃及伊蚊种群中 ZIKV 建立潜力的影响。确定 ZIKV 在这些地区建立风险的第一步是评估 ZIKV 在较低热带温度下感染蚊子的能力,以便通过常见的监测计划检测到。为此,评估了两种饲养温度(RT)和外生孵化温度(EIT)对感染和传播率的影响,以及它们之间的相互作用。总共有四种组合(RT24-EIT24、RT24-EIT28、RT28-EIT24 和 RT28-EIT28)。此外,还采用了随机 SEIR 框架来确定观察到的数据是否会导致 ZIKV 在幼稚蚊子种群中建立的成功率不同。对于感染或传播率,在处理之间没有发现一致的显著差异模式(p>0.05),仅在 RT24-EIT24(44%)和 RT28-EIT24(82.6%)之间发现感染率存在显著差异。在所有温度条件下,根据模型假设,在幼稚蚊子种群中成功建立 ZIKV 的概率在 76.4%至 95.4%之间。我们进一步表明,排除最大观察到的感染和传播率可能会高估 ZIKV 在当地建立的可能性。这些结果表明:1)RT、EIT 和感染/传播率之间没有直接的关系;2)在更温带气候下,ZIKV 仍有可能在埃及伊蚊种群中建立;3)尽管感染/传播率总体上没有显著差异,但温度仍可能改变蚊子内 ZIKV 的动力学,从而影响在蚊子监测计划背景下感染建立和检测的可能性;4)蚊子内病毒动力学的参数化需要载体能力的时间和幅度质量。