» Articles » PMID: 28284250

Estimating Tuberculosis Incidence from Primary Survey Data: a Mathematical Modeling Approach

Overview
Specialty Pulmonary Medicine
Date 2017 Mar 13
PMID 28284250
Citations 13
Authors
Affiliations
Soon will be listed here.
Abstract

Background: There is an urgent need for improved estimations of the burden of tuberculosis (TB).

Objective: To develop a new quantitative method based on mathematical modelling, and to demonstrate its application to TB in India.

Design: We developed a simple model of TB transmission dynamics to estimate the annual incidence of TB disease from the annual risk of tuberculous infection and prevalence of smear-positive TB. We first compared model estimates for annual infections per smear-positive TB case using previous empirical estimates from China, Korea and the Philippines. We then applied the model to estimate TB incidence in India, stratified by urban and rural settings.

Results: Study model estimates show agreement with previous empirical estimates. Applied to India, the model suggests an annual incidence of smear-positive TB of 89.8 per 100 000 population (95%CI 56.8-156.3). Results show differences in urban and rural TB: while an urban TB case infects more individuals per year, a rural TB case remains infectious for appreciably longer, suggesting the need for interventions tailored to these different settings.

Conclusions: Simple models of TB transmission, in conjunction with necessary data, can offer approaches to burden estimation that complement those currently being used.

Citing Articles

Estimating the epidemiological and economic impact of providing nutritional care for tuberculosis-affected households across India: a modelling study.

McQuaid C, Clark R, White R, Bakker R, Alexander P, Henry R Lancet Glob Health. 2025; 13(3):e488-e496.

PMID: 39824201 PMC: 11865009. DOI: 10.1016/S2214-109X(24)00505-9.


Burden of tuberculosis in underserved populations in South Africa: A systematic review and meta-analysis.

Holtgrewe L, Johnson A, Nyhan K, Boffa J, Shenoi S, Karat A PLOS Glob Public Health. 2024; 4(10):e0003753.

PMID: 39361564 PMC: 11449336. DOI: 10.1371/journal.pgph.0003753.


New tuberculosis vaccines in India: modelling the potential health and economic impacts of adolescent/adult vaccination with M72/AS01 and BCG-revaccination.

Clark R, Weerasuriya C, Portnoy A, Mukandavire C, Quaife M, Bakker R BMC Med. 2023; 21(1):288.

PMID: 37542319 PMC: 10403932. DOI: 10.1186/s12916-023-02992-7.


Updating age-specific contact structures to match evolving demography in a dynamic mathematical model of tuberculosis vaccination.

Weerasuriya C, Harris R, McQuaid C, Gomez G, White R PLoS Comput Biol. 2022; 18(4):e1010002.

PMID: 35452459 PMC: 9067655. DOI: 10.1371/journal.pcbi.1010002.


Achieving a "step change" in the tuberculosis epidemic through comprehensive community-wide intervention: a model-based analysis.

Shrestha S, Kendall E, Chang R, Joseph R, Kasaie P, Gillini L BMC Med. 2021; 19(1):244.

PMID: 34645429 PMC: 8514283. DOI: 10.1186/s12916-021-02110-5.


References
1.
Trunz B, Fine P, Dye C . Effect of BCG vaccination on childhood tuberculous meningitis and miliary tuberculosis worldwide: a meta-analysis and assessment of cost-effectiveness. Lancet. 2006; 367(9517):1173-80. DOI: 10.1016/S0140-6736(06)68507-3. View

2.
Horsburgh Jr C, ODonnell M, Chamblee S, Moreland J, Johnson J, Marsh B . Revisiting rates of reactivation tuberculosis: a population-based approach. Am J Respir Crit Care Med. 2010; 182(3):420-5. PMC: 2921602. DOI: 10.1164/rccm.200909-1355OC. View

3.
Herbert N, George A, Baroness Masham of Ilton , Sharma V, Oliver M, Oxley A . World TB Day 2014: finding the missing 3 million. Lancet. 2014; 383(9922):1016-8. DOI: 10.1016/S0140-6736(14)60422-0. View

4.
Kolappan C, Subramani R, Radhakrishna S, Santha T, Wares F, Baskaran D . Trends in the prevalence of pulmonary tuberculosis over a period of seven and half years in a rural community in south India with DOTS. Indian J Tuberc. 2013; 60(3):168-76. View

5.
Chadha V, Kumar P, Anjinappa S, Singh S, Narasimhaiah S, Joshi M . Prevalence of pulmonary tuberculosis among adults in a rural sub-district of South India. PLoS One. 2012; 7(8):e42625. PMC: 3431961. DOI: 10.1371/journal.pone.0042625. View