A nested model for tuberculosis: Combining within-host and between-host processes in a single framework

被引:3
|
作者
Pereira, Rafael S. [1 ]
Bauch, Chris T. [2 ]
Penna, Thadeu J. P. [1 ,3 ]
Espindola, Aquino L. [1 ]
机构
[1] Univ Fed Fluminense, Inst Ciencias Exatas ICEx, Dept Fis, Rua Des Ellis Hermydio Figueira 783, BR-27213145 Volta Redonda, RJ, Brazil
[2] Univ Waterloo, Dept Appl Math, 200 Univ Ave West, Waterloo, ON N2L 3G1, Canada
[3] CBPF MCT, Inst Nacl Ciencia & Tecnol Sistemas Complexos, Rua Dr Xavier Sigaud 150, BR-22290180 Rio De Janeiro, RJ, Brazil
来源
关键词
Within-host; between-host; agent-based modeling; drug resistance; tuberculosis; DYNAMICS;
D O I
10.1142/S0129183121501679
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
Tuberculosis (TB) is among the 10 top causes of deaths worldwide, and one-quarter of the world population hosts latent TB pathogens. Therefore, avoiding the emergence of drug-resistant strains has become a central issue in TB control. In this work, we propose a nested model for TB transmission and control, wherein both within-host and between-host dynamics are modeled. We use the model to compare the effects of three types of antibiotic treatment protocols and combinations thereof in an in silico population. For a fixed value of antibiotics clearance rate and relative efficacy against resistant strains, the oscillating intermittent protocol, pure or combined, is the most effective against the sensitive strains. However, this protocol also creates a selective advantage for the resistant strains, returning the worst result in comparison to the other protocols. We suggest that nested models should be further developed, since they might be able to inform decision-makers regarding the optimal TB control protocols to be applied under the specific parameters and other epidemiological factors in different populations.
引用
收藏
页数:18
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