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On the impact of masking and blocking hypotheses for measuring the efficacy of new tuberculosis vaccines

Over the past 60 years, the Mycobacterium bovis bacille Calmette–Guérin (BCG) has been used worldwide to prevent tuberculosis (TB). However, BCG has shown a very variable efficacy in different trials, offering a wide range of protection in adults against pulmonary TB. One of the most accepted hypoth...

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Autores principales: Arregui, Sergio, Sanz, Joaquín, Marinova, Dessislava, Martín, Carlos, Moreno, Yamir
Formato: Online Artículo Texto
Lenguaje:English
Publicado: PeerJ Inc. 2016
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4756732/
https://www.ncbi.nlm.nih.gov/pubmed/26893956
http://dx.doi.org/10.7717/peerj.1513
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author Arregui, Sergio
Sanz, Joaquín
Marinova, Dessislava
Martín, Carlos
Moreno, Yamir
author_facet Arregui, Sergio
Sanz, Joaquín
Marinova, Dessislava
Martín, Carlos
Moreno, Yamir
author_sort Arregui, Sergio
collection PubMed
description Over the past 60 years, the Mycobacterium bovis bacille Calmette–Guérin (BCG) has been used worldwide to prevent tuberculosis (TB). However, BCG has shown a very variable efficacy in different trials, offering a wide range of protection in adults against pulmonary TB. One of the most accepted hypotheses to explain these inconsistencies points to the existence of a pre-existing immune response to antigens that are common to environmental sources of mycobacterial antigens and Mycobacterium tuberculosis. Specifically, two different mechanisms have been hypothesized to explain this phenomenon: the masking and the blocking effects. According to masking hypothesis, previous sensitization confers some level of protection against TB that masks vaccine’s effects. In turn, the blocking hypothesis postulates that previous immune response prevents vaccine taking of a new TB vaccine. In this work we introduce a series of models to discriminate between masking and blocking mechanisms and address their relative likelihood. We apply our methodology to the data reported by BCG-REVAC clinical trials, which were specifically designed for studying BCG efficacy variability. Our results yield estimates that are consistent with high levels of blocking (41% in Manaus -95% CI [14–68]- and 96% in Salvador -95% CI [52–100]-). Moreover, we also show that masking does not play any relevant role in modifying vaccine’s efficacy either alone or in addition to blocking. The quantification of these effects around a plausible model constitutes a relevant step towards impact evaluation of novel anti-tuberculosis vaccines, which are susceptible of being affected by similar effects, especially if applied on individuals previously exposed to mycobacterial antigens.
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spelling pubmed-47567322016-02-18 On the impact of masking and blocking hypotheses for measuring the efficacy of new tuberculosis vaccines Arregui, Sergio Sanz, Joaquín Marinova, Dessislava Martín, Carlos Moreno, Yamir PeerJ Mathematical Biology Over the past 60 years, the Mycobacterium bovis bacille Calmette–Guérin (BCG) has been used worldwide to prevent tuberculosis (TB). However, BCG has shown a very variable efficacy in different trials, offering a wide range of protection in adults against pulmonary TB. One of the most accepted hypotheses to explain these inconsistencies points to the existence of a pre-existing immune response to antigens that are common to environmental sources of mycobacterial antigens and Mycobacterium tuberculosis. Specifically, two different mechanisms have been hypothesized to explain this phenomenon: the masking and the blocking effects. According to masking hypothesis, previous sensitization confers some level of protection against TB that masks vaccine’s effects. In turn, the blocking hypothesis postulates that previous immune response prevents vaccine taking of a new TB vaccine. In this work we introduce a series of models to discriminate between masking and blocking mechanisms and address their relative likelihood. We apply our methodology to the data reported by BCG-REVAC clinical trials, which were specifically designed for studying BCG efficacy variability. Our results yield estimates that are consistent with high levels of blocking (41% in Manaus -95% CI [14–68]- and 96% in Salvador -95% CI [52–100]-). Moreover, we also show that masking does not play any relevant role in modifying vaccine’s efficacy either alone or in addition to blocking. The quantification of these effects around a plausible model constitutes a relevant step towards impact evaluation of novel anti-tuberculosis vaccines, which are susceptible of being affected by similar effects, especially if applied on individuals previously exposed to mycobacterial antigens. PeerJ Inc. 2016-02-11 /pmc/articles/PMC4756732/ /pubmed/26893956 http://dx.doi.org/10.7717/peerj.1513 Text en ©2016 Arregui et al. http://creativecommons.org/licenses/by/4.0/ This is an open access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, reproduction and adaptation in any medium and for any purpose provided that it is properly attributed. For attribution, the original author(s), title, publication source (PeerJ) and either DOI or URL of the article must be cited.
spellingShingle Mathematical Biology
Arregui, Sergio
Sanz, Joaquín
Marinova, Dessislava
Martín, Carlos
Moreno, Yamir
On the impact of masking and blocking hypotheses for measuring the efficacy of new tuberculosis vaccines
title On the impact of masking and blocking hypotheses for measuring the efficacy of new tuberculosis vaccines
title_full On the impact of masking and blocking hypotheses for measuring the efficacy of new tuberculosis vaccines
title_fullStr On the impact of masking and blocking hypotheses for measuring the efficacy of new tuberculosis vaccines
title_full_unstemmed On the impact of masking and blocking hypotheses for measuring the efficacy of new tuberculosis vaccines
title_short On the impact of masking and blocking hypotheses for measuring the efficacy of new tuberculosis vaccines
title_sort on the impact of masking and blocking hypotheses for measuring the efficacy of new tuberculosis vaccines
topic Mathematical Biology
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4756732/
https://www.ncbi.nlm.nih.gov/pubmed/26893956
http://dx.doi.org/10.7717/peerj.1513
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