Durations of asymptomatic, symptomatic, and care-seeking phases of tuberculosis disease with a Bayesian analysis of prevalence survey and notification data
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Author(s)
Type
Journal Article
Abstract
Background Ratios of bacteriologically-positive tuberculosis (TB) prevalence to notification rates are used to characterise typical durations of TB disease. However, this ignores the clinical spectrum of tuberculosis disease, and potentially-long infectious periods with minimal or no symptoms prior to care-seeking. Methods We developed novel statistical models to estimate progression from initial bacteriological-positivity including smear conversion, symptom onset and initial care-seeking. Case-detection ratios, TB incidence, durations, and other parameters were estimated by fitting the model to tuberculosis prevalence survey and notification data (one subnational and 11 national datasets) within a Bayesian framework using Markov chain Monte Carlo methods. Results
Analysis across 11 national datasets found asymptomatic tuberculosis durations in the range 4 - 8 months for African countries; three countries in Asia (Cambodia, Lao PDR, and Philippines) showed longer durations of > 1 year. For the six countries with relevant data, care-seeking typically began half-way between symptom onset and notification. For Kenya and Blantyre, Malawi, individual-level data were available. The sex specific durations of asymptomatic bacteriologically-positive tuberculosis were 9.0 months (95% credible interval [CrI]: 7.2 – 11.2) for men and 8.1 months (95% CrI: 6.2 – 10.3) for women in Kenya, and 4.9 months (95% CrI: 2.6 – 7.9) for men and 3.5 months (95% CrI: 1.3 – 6.2) for women in Blantyre. Age stratified analysis of data for Kenya showed no strong age-dependence in durations. For Blantyre, HIV stratified analysis estimated an asymptomatic duration of 1.3 months (95% CrI: 0.3 – 3.0) for HIV-positive people, shorter than the 8.5 months (95% CrI: 5.0 – 12.7) for HIV-negative people. Additionally, case detection ratios were higher for people living with HIV than HIV-negative people (93% vs 71%). Conclusion Asymptomatic TB disease typically lasts around 6 months. We found no evidence of age-dependence, but much shorter durations among people living with HIV, and longer durations in some Asian settings. To
3 eradicate TB transmission, greater gains may be achieved by proactively screening people without symptoms through active case finding interventions
Analysis across 11 national datasets found asymptomatic tuberculosis durations in the range 4 - 8 months for African countries; three countries in Asia (Cambodia, Lao PDR, and Philippines) showed longer durations of > 1 year. For the six countries with relevant data, care-seeking typically began half-way between symptom onset and notification. For Kenya and Blantyre, Malawi, individual-level data were available. The sex specific durations of asymptomatic bacteriologically-positive tuberculosis were 9.0 months (95% credible interval [CrI]: 7.2 – 11.2) for men and 8.1 months (95% CrI: 6.2 – 10.3) for women in Kenya, and 4.9 months (95% CrI: 2.6 – 7.9) for men and 3.5 months (95% CrI: 1.3 – 6.2) for women in Blantyre. Age stratified analysis of data for Kenya showed no strong age-dependence in durations. For Blantyre, HIV stratified analysis estimated an asymptomatic duration of 1.3 months (95% CrI: 0.3 – 3.0) for HIV-positive people, shorter than the 8.5 months (95% CrI: 5.0 – 12.7) for HIV-negative people. Additionally, case detection ratios were higher for people living with HIV than HIV-negative people (93% vs 71%). Conclusion Asymptomatic TB disease typically lasts around 6 months. We found no evidence of age-dependence, but much shorter durations among people living with HIV, and longer durations in some Asian settings. To
3 eradicate TB transmission, greater gains may be achieved by proactively screening people without symptoms through active case finding interventions
Date Issued
2021-11-10
Date Acceptance
2021-09-14
Citation
BMC Medicine, 2021, 19 (298), pp.1-13
ISSN
1741-7015
Publisher
BioMed Central
Start Page
1
End Page
13
Journal / Book Title
BMC Medicine
Volume
19
Issue
298
Copyright Statement
© The Author(s). 2021 Open Access This 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/.
The Creative Commons Public Domain Dedication waiver (http://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.
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/.
The Creative Commons Public Domain Dedication waiver (http://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.
License URL
Identifier
https://bmcmedicine.biomedcentral.com/articles/10.1186/s12916-021-02128-9
Subjects
Science & Technology
Life Sciences & Biomedicine
Medicine, General & Internal
General & Internal Medicine
Tuberculosis
Sub-clinical tuberculosis
Bayesian statistics
Care-seeking
Epidemiology
NATIONAL-SURVEY
POPULATION
TANZANIA
BURDEN
Bayesian statistics
Care-seeking
Epidemiology
Sub-clinical tuberculosis
Tuberculosis
11 Medical and Health Sciences
General & Internal Medicine
Publication Status
Published
Article Number
BMED-D-21-01204R1
Date Publish Online
2021-11-10