Bilal Shakir, Caja Rivera Rocio, Mubayi Anuj, Michael Edwin
Amity Institute of Integrative Sciences and Health, Amity University Haryana, Gurugram (Manesar), Haryana 122 413, India.
Department of Biological Sciences, University of Notre Dame, Notre Dame, IN 46556, USA.
R Soc Open Sci. 2020 Dec 16;7(12):200904. doi: 10.1098/rsos.200904. eCollection 2020 Dec.
We study a general multi-host model of visceral leishmaniasis including both humans and animals, and where host and vector characteristics are captured via host competence along with vector biting preference. Additionally, the model accounts for spatial heterogeneity in human population and heterogeneity in biting behaviour of sandflies. We then use parameters for visceral leishmaniasis in the Indian subcontinent as an example and demonstrate that the model exhibits backward bifurcation, i.e. it has a human infection and a sandfly population threshold, characterized by a bi-stable region. These thresholds shift as a function of host competence, host population size, vector feeding preference, spatial heterogeneity, biting heterogeneity and control efforts. In particular, if control is applied through human treatment a new and lower human infection threshold is created, making elimination difficult to achieve, before eventually the human infection threshold no longer exists, making it impossible to control the disease by only reducing the infection levels below a certain threshold. A better strategy would be to reduce the human infection below a certain threshold potentially by early diagnosis, control animal population levels and keep the vector population under check. Spatial heterogeneity in human populations lowers the overall thresholds as a result of weak migration between patches.
我们研究了一种包括人类和动物在内的内脏利什曼病通用多宿主模型,其中宿主和媒介特征通过宿主易感性以及媒介叮咬偏好来体现。此外,该模型考虑了人类种群的空间异质性以及白蛉叮咬行为的异质性。然后,我们以印度次大陆内脏利什曼病的参数为例,证明该模型呈现后向分岔,即它具有人类感染和白蛉种群阈值,其特征为一个双稳态区域。这些阈值会随着宿主易感性、宿主种群规模、媒介摄食偏好、空间异质性、叮咬异质性和控制措施而变化。特别是,如果通过人类治疗实施控制,会产生一个新的、更低的人类感染阈值,使得消除该病难以实现,最终人类感染阈值不再存在,从而无法仅通过将感染水平降低到某个阈值以下来控制疾病。更好的策略可能是通过早期诊断将人类感染降低到某个阈值以下,控制动物种群水平并控制媒介种群数量。由于不同区域之间迁移较弱,人类种群的空间异质性降低了总体阈值。