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Transmissibility of tuberculosis among students and non-students: an occupational-specific mathematical modelling
BACKGROUND: Recently, despite the steady decline in the tuberculosis (TB) epidemic globally, school TB outbreaks have been frequently reported in China. This study aimed to quantify the transmissibility of Mycobacterium tuberculosis (MTB) among students and non-students using a mathematical model to...
Autores principales: | , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9716537/ https://www.ncbi.nlm.nih.gov/pubmed/36461098 http://dx.doi.org/10.1186/s40249-022-01046-z |
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author | Chen, Qiuping Yu, Shanshan Rui, Jia Guo, Yichao Yang, Shiting Abudurusuli, Guzainuer Yang, Zimei Liu, Chan Luo, Li Wang, Mingzhai Lei, Zhao Zhao, Qinglong Gavotte, Laurent Niu, Yan Frutos, Roger Chen, Tianmu |
author_facet | Chen, Qiuping Yu, Shanshan Rui, Jia Guo, Yichao Yang, Shiting Abudurusuli, Guzainuer Yang, Zimei Liu, Chan Luo, Li Wang, Mingzhai Lei, Zhao Zhao, Qinglong Gavotte, Laurent Niu, Yan Frutos, Roger Chen, Tianmu |
author_sort | Chen, Qiuping |
collection | PubMed |
description | BACKGROUND: Recently, despite the steady decline in the tuberculosis (TB) epidemic globally, school TB outbreaks have been frequently reported in China. This study aimed to quantify the transmissibility of Mycobacterium tuberculosis (MTB) among students and non-students using a mathematical model to determine characteristics of TB transmission. METHODS: We constructed a dataset of reported TB cases from four regions (Jilin Province, Xiamen City, Chuxiong Prefecture, and Wuhan City) in China from 2005 to 2019. We classified the population and the reported cases under student and non-student groups, and developed two mathematical models [nonseasonal model (Model A) and seasonal model (Model B)] based on the natural history and transmission features of TB. The effective reproduction number (R(eff)) of TB between groups were calculated using the collected data. RESULTS: During the study period, data on 456,423 TB cases were collected from four regions: students accounted for 6.1% of cases. The goodness-of-fit analysis showed that Model A had a better fitting effect (P < 0.001). The average R(eff) of TB estimated from Model A was 1.68 [interquartile range (IQR): 1.20–1.96] in Chuxiong Prefecture, 1.67 (IQR: 1.40–1.93) in Xiamen City, 1.75 (IQR: 1.37–2.02) in Jilin Province, and 1.79 (IQR: 1.56–2.02) in Wuhan City. The average R(eff) of TB in the non-student population was 23.30 times (1.65/0.07) higher than that in the student population. CONCLUSIONS: The transmissibility of MTB remains high in the non-student population of the areas studied, which is still dominant in the spread of TB. TB transmissibility from the non-student-to-student-population had a strong influence on students. Specific interventions, such as TB screening, should be applied rigorously to control and to prevent TB transmission among students. GRAPHICAL ABSTRACT: [Image: see text] SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s40249-022-01046-z. |
format | Online Article Text |
id | pubmed-9716537 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-97165372022-12-02 Transmissibility of tuberculosis among students and non-students: an occupational-specific mathematical modelling Chen, Qiuping Yu, Shanshan Rui, Jia Guo, Yichao Yang, Shiting Abudurusuli, Guzainuer Yang, Zimei Liu, Chan Luo, Li Wang, Mingzhai Lei, Zhao Zhao, Qinglong Gavotte, Laurent Niu, Yan Frutos, Roger Chen, Tianmu Infect Dis Poverty Research Article BACKGROUND: Recently, despite the steady decline in the tuberculosis (TB) epidemic globally, school TB outbreaks have been frequently reported in China. This study aimed to quantify the transmissibility of Mycobacterium tuberculosis (MTB) among students and non-students using a mathematical model to determine characteristics of TB transmission. METHODS: We constructed a dataset of reported TB cases from four regions (Jilin Province, Xiamen City, Chuxiong Prefecture, and Wuhan City) in China from 2005 to 2019. We classified the population and the reported cases under student and non-student groups, and developed two mathematical models [nonseasonal model (Model A) and seasonal model (Model B)] based on the natural history and transmission features of TB. The effective reproduction number (R(eff)) of TB between groups were calculated using the collected data. RESULTS: During the study period, data on 456,423 TB cases were collected from four regions: students accounted for 6.1% of cases. The goodness-of-fit analysis showed that Model A had a better fitting effect (P < 0.001). The average R(eff) of TB estimated from Model A was 1.68 [interquartile range (IQR): 1.20–1.96] in Chuxiong Prefecture, 1.67 (IQR: 1.40–1.93) in Xiamen City, 1.75 (IQR: 1.37–2.02) in Jilin Province, and 1.79 (IQR: 1.56–2.02) in Wuhan City. The average R(eff) of TB in the non-student population was 23.30 times (1.65/0.07) higher than that in the student population. CONCLUSIONS: The transmissibility of MTB remains high in the non-student population of the areas studied, which is still dominant in the spread of TB. TB transmissibility from the non-student-to-student-population had a strong influence on students. Specific interventions, such as TB screening, should be applied rigorously to control and to prevent TB transmission among students. GRAPHICAL ABSTRACT: [Image: see text] SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s40249-022-01046-z. BioMed Central 2022-12-02 /pmc/articles/PMC9716537/ /pubmed/36461098 http://dx.doi.org/10.1186/s40249-022-01046-z Text en © The Author(s) 2022 https://creativecommons.org/licenses/by/4.0/Open AccessThis article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/ (https://creativecommons.org/publicdomain/zero/1.0/) ) applies to the data made available in this article, unless otherwise stated in a credit line to the data. |
spellingShingle | Research Article Chen, Qiuping Yu, Shanshan Rui, Jia Guo, Yichao Yang, Shiting Abudurusuli, Guzainuer Yang, Zimei Liu, Chan Luo, Li Wang, Mingzhai Lei, Zhao Zhao, Qinglong Gavotte, Laurent Niu, Yan Frutos, Roger Chen, Tianmu Transmissibility of tuberculosis among students and non-students: an occupational-specific mathematical modelling |
title | Transmissibility of tuberculosis among students and non-students: an occupational-specific mathematical modelling |
title_full | Transmissibility of tuberculosis among students and non-students: an occupational-specific mathematical modelling |
title_fullStr | Transmissibility of tuberculosis among students and non-students: an occupational-specific mathematical modelling |
title_full_unstemmed | Transmissibility of tuberculosis among students and non-students: an occupational-specific mathematical modelling |
title_short | Transmissibility of tuberculosis among students and non-students: an occupational-specific mathematical modelling |
title_sort | transmissibility of tuberculosis among students and non-students: an occupational-specific mathematical modelling |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9716537/ https://www.ncbi.nlm.nih.gov/pubmed/36461098 http://dx.doi.org/10.1186/s40249-022-01046-z |
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