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Please use this identifier to cite or link to this item: http://ntour.ntou.edu.tw:8080/ir/handle/987654321/39698

Title: A probabilistic transmission and population dynamic model to assess tuberculosis infection risk
Authors: Min-Pei Ling
Chung-Min Liao
Yi-Hsien Cheng
Yi-Jun Lin
Nan-Hung Hsieh
Tang-Luen Huang
Chia-Pin Chio
Szu-Chieh Chen
Contributors: 國立臺灣海洋大學:食品科學系
Keywords: tuberculosis
Population dynamics
probabilistic
risk
transmission
Date: 2012-08
Issue Date: 2016-12-28T03:54:56Z
Publisher: Risk Analysis
Abstract: Abstract: The purpose of this study was to examine tuberculosis (TB) population dynamics and to assess potential infection risk in Taiwan. A well-established mathematical model of TB transmission built on previous models was adopted to study the potential impact of TB transmission. A probabilistic risk model was also developed to estimate site-specific risks of developing disease soon after recent primary infection, exogenous reinfection, or through endogenous reactivation (latently infected TB) among Taiwan regions. Here, we showed that the proportion of endogenous reactivation (53-67%) was larger than that of exogenous reinfection (32-47%). Our simulations showed that as epidemic reaches a steady state, age distribution of cases would finally shift toward older age groups dominated by latently infected TB cases as a result of endogenous reactivation. A comparison of age-weighted TB incidence data with our model simulation output with 95% credible intervals revealed that the predictions were in an apparent agreement with observed data. The median value of overall basic reproduction number (R₀) in eastern Taiwan ranged from 1.65 to 1.72, whereas northern Taiwan had the lowest R₀ estimate of 1.50. We found that total TB incidences in eastern Taiwan had 25-27% probabilities of total proportion of infected population exceeding 90%, whereas there were 36-66% probabilities having exceeded 20% of total proportion of infected population attributed to latently infected TB. We suggested that our Taiwan-based analysis can be extended to the context of developing countries, where TB remains a substantial cause of elderly morbidity and mortality.
Relation: 32(8)
URI: http://ntour.ntou.edu.tw:8080/ir/handle/987654321/39698
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