TY - JOUR
T1 - How host heterogeneity governs tuberculosis reinfection?
AU - Gomes, M. Gabriela M.
AU - Águas, Ricardo
AU - Lopes, João S.
AU - Nunes, Marta C.
AU - Rebelo, Carlota
AU - Rodrigues, Paula
AU - Struchiner, Claudio J.
N1 - Funding Information:
1Instituto Gulbenkian de Ciência, Apartado 14, 2781-901 Oeiras, Portugal 2Department of Infectious Disease Epidemiology, MRC Centre for Outbreak Analysis and Modelling, Imperial College London, London W2 1PG, UK 3Respiratory and Meningeal Pathogens Research Unit, University of the Witwatersrand, Johannesburg, South Africa 4Faculdade de Ciências de Lisboa, Centro de Matemática e Aplicac¸ões Fundamentais, Campo Grande, Edificio C6, 1749-016 Lisboa, Portugal 5Departamento de Matemática and Centro de Matemática e Aplicac¸ões, FCT UNL, Quinta da Torre, 2829-516 Caparica, Portugal 6Program for Scientific Computing, Oswaldo Cruz Foundation, Avenue Brasil 4365, 21045-900 Rio de Janeiro, Brazil
Publisher Copyright:
© 2012 The Royal Society.
Copyright:
Copyright 2017 Elsevier B.V., All rights reserved.
PY - 2012/6/22
Y1 - 2012/6/22
N2 - Recurrent episodes of tuberculosis (TB) can be due to relapse of latent infection or exogenous reinfection, and discrimination is crucial for control planning. Molecular genotyping of Mycobacterium tuberculosis isolates offers concrete opportunities to measure the relative contribution of reinfection in recurrent disease. Here, a mathematical model of TB transmission is fitted to data from 14 molecular epidemiology studies, enabling the estimation of relevant epidemiological parameters. Meta-analysis reveals that rates of reinfection after successful treatment are higher than rates of new TB, raising an important question about the underlying mechanism. We formulate two alternative mechanisms within our model framework: (i) infection increases susceptibility to reinfection or (ii) infection affects individuals differentially, thereby recruiting high-risk individuals to the group at risk for reinfection. The second mechanism is better supported by the fittings to the data, suggesting that reinfection rates are inflated through a population phenomenon that occurs in the presence of heterogeneity in individual risk of infection. As a result, rates of reinfection are higher when measured at the population level even though they might be lower at the individual level. Finally, differential host recruitment is modulated by transmission intensity, being less pronounced when incidence is high.
AB - Recurrent episodes of tuberculosis (TB) can be due to relapse of latent infection or exogenous reinfection, and discrimination is crucial for control planning. Molecular genotyping of Mycobacterium tuberculosis isolates offers concrete opportunities to measure the relative contribution of reinfection in recurrent disease. Here, a mathematical model of TB transmission is fitted to data from 14 molecular epidemiology studies, enabling the estimation of relevant epidemiological parameters. Meta-analysis reveals that rates of reinfection after successful treatment are higher than rates of new TB, raising an important question about the underlying mechanism. We formulate two alternative mechanisms within our model framework: (i) infection increases susceptibility to reinfection or (ii) infection affects individuals differentially, thereby recruiting high-risk individuals to the group at risk for reinfection. The second mechanism is better supported by the fittings to the data, suggesting that reinfection rates are inflated through a population phenomenon that occurs in the presence of heterogeneity in individual risk of infection. As a result, rates of reinfection are higher when measured at the population level even though they might be lower at the individual level. Finally, differential host recruitment is modulated by transmission intensity, being less pronounced when incidence is high.
KW - Partial immunity
KW - Reinfection
KW - Transmission dynamics
KW - Tuberculosis epidemiology
UR - http://www.scopus.com/inward/record.url?scp=84865612754&partnerID=8YFLogxK
U2 - 10.1098/rspb.2011.2712
DO - 10.1098/rspb.2011.2712
M3 - Article
C2 - 22357260
AN - SCOPUS:84865612754
SN - 0962-8452
VL - 279
SP - 2473
EP - 2478
JO - Proceedings of the Royal Society B: Biological Sciences
JF - Proceedings of the Royal Society B: Biological Sciences
IS - 1737
ER -