Role of cross-border mobility on the backward bifurcation of malaria transmission model: Implications for malaria control in Nepal

IF 16.4 1区 化学 Q1 CHEMISTRY, MULTIDISCIPLINARY
Ramesh Gautam , Khagendra Adhikari , Anjana Pokharel , Kedar Nath Uprety , Naveen K. Vaidya
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引用次数: 0

Abstract

The existence of backward bifurcation indicates an obstacle to disease eradication even when the basic reproduction number falls below unity. Bifurcation analysis allows us to identify causes for backward bifurcation, thereby helping to design a strategy to avoid such phenomena for disease eradication. In this study, we perform an in-depth bifurcation analysis of a malaria model incorporating cross-border mobility between two countries to explore mobility’s role in backward bifurcation. Our analysis reveals that cross-border mobility can be a primary driving force for backward bifurcation in malaria dynamics. This novel result with cross-border mobility bringing backward bifurcation advances the traditional idea of disease-induced death being the primary driver of backward bifurcation. Using the malaria case in Nepal with cross-border mobility between Nepal–India, we validated analytical results by numerical simulations. Our model predicts that the disease-free equilibrium exists only if cross-border mobility or infection abroad are absent and malaria eradication is possible in Nepal. Otherwise, there is the coexistence of three endemic equilibria with a lower and higher stable epidemic level. Results on the bifurcation of our model may be helpful to control dynamics in order to maintain the malaria epidemic at a low level if it cannot be eradicated due to the entry of cases through cross-border mobility.

跨境流动对疟疾传播后向分叉模型的作用:对尼泊尔疟疾控制的影响
后向分叉的存在表明,即使基本繁殖数低于一,疾病的根除也会遇到障碍。通过分岔分析,我们可以找出导致反向分岔的原因,从而帮助我们设计出避免此类现象的策略,以根除疾病。在本研究中,我们对一个包含两国间跨境流动的疟疾模型进行了深入的二叉分析,以探讨流动在后向二叉中的作用。我们的分析表明,跨境流动可以成为疟疾动态向后分叉的主要驱动力。这一跨境流动带来向后分叉的新结果,推进了疾病引起的死亡是向后分叉主要驱动力的传统观点。我们以尼泊尔的疟疾为例,通过数值模拟验证了分析结果。根据我们的模型预测,只有当跨境流动或国外感染不存在,并且疟疾有可能在尼泊尔根除时,无疾病均衡才会存在。否则,就会出现三种流行病均衡并存的情况,其稳定流行水平有高有低。我们模型的分叉结果可能有助于控制动态,以便在因病例通过跨境流动进入而无法根除疟疾的情况下,将疟疾疫情维持在较低水平。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
Accounts of Chemical Research
Accounts of Chemical Research 化学-化学综合
CiteScore
31.40
自引率
1.10%
发文量
312
审稿时长
2 months
期刊介绍: Accounts of Chemical Research presents short, concise and critical articles offering easy-to-read overviews of basic research and applications in all areas of chemistry and biochemistry. These short reviews focus on research from the author’s own laboratory and are designed to teach the reader about a research project. In addition, Accounts of Chemical Research publishes commentaries that give an informed opinion on a current research problem. Special Issues online are devoted to a single topic of unusual activity and significance. Accounts of Chemical Research replaces the traditional article abstract with an article "Conspectus." These entries synopsize the research affording the reader a closer look at the content and significance of an article. Through this provision of a more detailed description of the article contents, the Conspectus enhances the article's discoverability by search engines and the exposure for the research.
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