Seasonal dynamics of tuberculosis epidemics and implications for multidrug-resistant infection risk assessment
Journal
Epidemiology and Infection
Journal Volume
142
Journal Issue
2
Pages
358-370
Date Issued
2014
Author(s)
Lin Y.-J.
Abstract
Understanding how seasonality shapes the dynamics of tuberculosis (TB) is essential in determining risks of transmission and drug resistance in (sub)tropical regions. We developed a relative fitness-based multidrug-resistant (MDR) TB model incorporated with seasonality and a probabilistic assessment model to assess infection risk in Taiwan regions. The model accurately captures the seasonal transmission and population dynamics of TB incidence during 2006-2008 and MDR TB in high TB burden areas during 2006-2010 in Taiwan. There is ?3% probability of having exceeded 50% of the population infected attributed to MDR TB. Our model not only provides insight into the understanding of the interactions between seasonal dynamics of TB and environmental factors but is also capable of predicting the seasonal patterns of TB incidence associated with MDR TB infection risk. A better understanding of the mechanisms of TB seasonality will be critical in predicting the impact of public control programmes. ? 2013 Cambridge University Press.
Subjects
Infection risk; modelling; multidrug-resistant; seasonality; transmission; tuberculosis
SDGs
Other Subjects
article; controlled study; disease association; disease transmission; environmental factor; error; human; humidity; incidence; infection risk; multidrug resistant tuberculosis; population dynamics; probability; risk assessment; root mean squared error; seasonal variation; statistical model; Taiwan; temperature; tuberculosis; uncertainty; epidemic; lung tuberculosis; multidrug resistant tuberculosis; risk assessment; risk factor; season; statistics; Taiwan; epidemic; statistics and numerical data; transmission; Tuberculosis, Multidrug-Resistant; Tuberculosis, Pulmonary; Epidemics; Humans; Incidence; Models, Statistical; Population Dynamics; Risk Assessment; Risk Factors; Seasons; Taiwan; Tuberculosis, Multidrug-Resistant; Tuberculosis, Pulmonary; Epidemics; Humans; Incidence; Models, Statistical; Population Dynamics; Risk Assessment; Risk Factors; Seasons; Taiwan; Tuberculosis, Multidrug-Resistant; Tuberculosis, Pulmonary
Type
journal article