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Modelling Virus and Antibody Dynamics during Dengue Virus Infection Suggests a Role for Antibody in Virus Clearance

Dengue is an infection of increasing global importance, yet uncertainty remains regarding critical aspects of its virology, immunology and epidemiology. One unanswered question is how infection is controlled and cleared during a dengue infection. Antibody is thought to play a role, but little past w...

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Autores principales: Clapham, Hannah E, Quyen, Than Ha, Kien, Duong Thi Hue, Dorigatti, Ilaria, Simmons, Cameron P, Ferguson, Neil M
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2016
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4877086/
https://www.ncbi.nlm.nih.gov/pubmed/27213681
http://dx.doi.org/10.1371/journal.pcbi.1004951
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author Clapham, Hannah E
Quyen, Than Ha
Kien, Duong Thi Hue
Dorigatti, Ilaria
Simmons, Cameron P
Ferguson, Neil M
author_facet Clapham, Hannah E
Quyen, Than Ha
Kien, Duong Thi Hue
Dorigatti, Ilaria
Simmons, Cameron P
Ferguson, Neil M
author_sort Clapham, Hannah E
collection PubMed
description Dengue is an infection of increasing global importance, yet uncertainty remains regarding critical aspects of its virology, immunology and epidemiology. One unanswered question is how infection is controlled and cleared during a dengue infection. Antibody is thought to play a role, but little past work has examined the kinetics of both virus and antibody during natural infections. We present data on multiple virus and antibody titres measurements recorded sequentially during infection from 53 Vietnamese dengue patients. We fit mechanistic mathematical models of the dynamics of viral replication and the host immune response to these data. These models fit the data well. The model with antibody removing virus fits the data best, but with a role suggested for ADCC or other infected cell clearance mechanisms. Our analysis therefore shows that the observed viral and antibody kinetics are consistent with antibody playing a key role in controlling viral replication. This work gives quantitative insight into the relationship between antibody levels and the efficiency of viral clearance. It will inform the future development of mechanistic models of how vaccines and antivirals might modify the course of natural dengue infection.
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spelling pubmed-48770862016-06-09 Modelling Virus and Antibody Dynamics during Dengue Virus Infection Suggests a Role for Antibody in Virus Clearance Clapham, Hannah E Quyen, Than Ha Kien, Duong Thi Hue Dorigatti, Ilaria Simmons, Cameron P Ferguson, Neil M PLoS Comput Biol Research Article Dengue is an infection of increasing global importance, yet uncertainty remains regarding critical aspects of its virology, immunology and epidemiology. One unanswered question is how infection is controlled and cleared during a dengue infection. Antibody is thought to play a role, but little past work has examined the kinetics of both virus and antibody during natural infections. We present data on multiple virus and antibody titres measurements recorded sequentially during infection from 53 Vietnamese dengue patients. We fit mechanistic mathematical models of the dynamics of viral replication and the host immune response to these data. These models fit the data well. The model with antibody removing virus fits the data best, but with a role suggested for ADCC or other infected cell clearance mechanisms. Our analysis therefore shows that the observed viral and antibody kinetics are consistent with antibody playing a key role in controlling viral replication. This work gives quantitative insight into the relationship between antibody levels and the efficiency of viral clearance. It will inform the future development of mechanistic models of how vaccines and antivirals might modify the course of natural dengue infection. Public Library of Science 2016-05-23 /pmc/articles/PMC4877086/ /pubmed/27213681 http://dx.doi.org/10.1371/journal.pcbi.1004951 Text en © 2016 Clapham 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, and reproduction in any medium, provided the original author and source are credited.
spellingShingle Research Article
Clapham, Hannah E
Quyen, Than Ha
Kien, Duong Thi Hue
Dorigatti, Ilaria
Simmons, Cameron P
Ferguson, Neil M
Modelling Virus and Antibody Dynamics during Dengue Virus Infection Suggests a Role for Antibody in Virus Clearance
title Modelling Virus and Antibody Dynamics during Dengue Virus Infection Suggests a Role for Antibody in Virus Clearance
title_full Modelling Virus and Antibody Dynamics during Dengue Virus Infection Suggests a Role for Antibody in Virus Clearance
title_fullStr Modelling Virus and Antibody Dynamics during Dengue Virus Infection Suggests a Role for Antibody in Virus Clearance
title_full_unstemmed Modelling Virus and Antibody Dynamics during Dengue Virus Infection Suggests a Role for Antibody in Virus Clearance
title_short Modelling Virus and Antibody Dynamics during Dengue Virus Infection Suggests a Role for Antibody in Virus Clearance
title_sort modelling virus and antibody dynamics during dengue virus infection suggests a role for antibody in virus clearance
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4877086/
https://www.ncbi.nlm.nih.gov/pubmed/27213681
http://dx.doi.org/10.1371/journal.pcbi.1004951
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