Modeling Dengue Immune Responses Mediated by Antibodies: A Qualitative Study

Dengue fever is a viral mosquito-borne infection and a major international public health concern. With 2.5 billion people at risk of acquiring the infection around the world, disease severity is influenced by the immunological status of the individual, seronegative or seropositive, prior to natural...

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Main Authors: Afrina Andriani Sebayang, Hilda Fahlena, Vizda Anam, Damián Knopoff, Nico Stollenwerk, Maíra Aguiar, Edy Soewono
Format: Article
Language:English
Published: MDPI AG 2021-09-01
Series:Biology
Subjects:
Online Access:https://www.mdpi.com/2079-7737/10/9/941
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spelling doaj-02d4f33eccdc4828958315b7845ceaf32021-09-25T23:46:07ZengMDPI AGBiology2079-77372021-09-011094194110.3390/biology10090941Modeling Dengue Immune Responses Mediated by Antibodies: A Qualitative StudyAfrina Andriani Sebayang0Hilda Fahlena1Vizda Anam2Damián Knopoff3Nico Stollenwerk4Maíra Aguiar5Edy Soewono6Department of Mathematics, Institut Teknologi Bandung, Bandung 40132, IndonesiaDepartment of Mathematics, Institut Teknologi Bandung, Bandung 40132, IndonesiaBasque Centre for Applied Mathematics (BCAM), Alameda Mazarredo, 14, 48009 Bilbao, SpainBasque Centre for Applied Mathematics (BCAM), Alameda Mazarredo, 14, 48009 Bilbao, SpainBasque Centre for Applied Mathematics (BCAM), Alameda Mazarredo, 14, 48009 Bilbao, SpainBasque Centre for Applied Mathematics (BCAM), Alameda Mazarredo, 14, 48009 Bilbao, SpainDepartment of Mathematics, Institut Teknologi Bandung, Bandung 40132, IndonesiaDengue fever is a viral mosquito-borne infection and a major international public health concern. With 2.5 billion people at risk of acquiring the infection around the world, disease severity is influenced by the immunological status of the individual, seronegative or seropositive, prior to natural infection. Caused by four antigenically related but distinct serotypes, DENV-1 to DENV-4, infection by one serotype confers life-long immunity to that serotype and a period of temporary cross-immunity (TCI) to other serotypes. The clinical response on exposure to a second serotype is complex with the so-called antibody-dependent enhancement (ADE) process, a disease augmentation phenomenon when pre-existing antibodies to previous dengue infection do not neutralize but rather enhance the new infection, used to explain the etiology of severe disease. In this paper, we present a minimalistic mathematical model framework developed to describe qualitatively the dengue immunological response mediated by antibodies. Three models are analyzed and compared: (i) primary dengue infection, (ii) secondary dengue infection with the same (homologous) dengue virus and (iii) secondary dengue infection with a different (heterologous) dengue virus. We explore the features of viral replication, antibody production and infection clearance over time. The model is developed based on body cells and free virus interactions resulting in infected cells activating antibody production. Our mathematical results are qualitatively similar to the ones described in the empiric immunology literature, providing insights into the immunopathogenesis of severe disease. Results presented here are of use for future research directions to evaluate the impact of dengue vaccines.https://www.mdpi.com/2079-7737/10/9/941within-host modelingdengue feverimmune responseantibodiesviral loadantibody-dependent enhancement
collection DOAJ
language English
format Article
sources DOAJ
author Afrina Andriani Sebayang
Hilda Fahlena
Vizda Anam
Damián Knopoff
Nico Stollenwerk
Maíra Aguiar
Edy Soewono
spellingShingle Afrina Andriani Sebayang
Hilda Fahlena
Vizda Anam
Damián Knopoff
Nico Stollenwerk
Maíra Aguiar
Edy Soewono
Modeling Dengue Immune Responses Mediated by Antibodies: A Qualitative Study
Biology
within-host modeling
dengue fever
immune response
antibodies
viral load
antibody-dependent enhancement
author_facet Afrina Andriani Sebayang
Hilda Fahlena
Vizda Anam
Damián Knopoff
Nico Stollenwerk
Maíra Aguiar
Edy Soewono
author_sort Afrina Andriani Sebayang
title Modeling Dengue Immune Responses Mediated by Antibodies: A Qualitative Study
title_short Modeling Dengue Immune Responses Mediated by Antibodies: A Qualitative Study
title_full Modeling Dengue Immune Responses Mediated by Antibodies: A Qualitative Study
title_fullStr Modeling Dengue Immune Responses Mediated by Antibodies: A Qualitative Study
title_full_unstemmed Modeling Dengue Immune Responses Mediated by Antibodies: A Qualitative Study
title_sort modeling dengue immune responses mediated by antibodies: a qualitative study
publisher MDPI AG
series Biology
issn 2079-7737
publishDate 2021-09-01
description Dengue fever is a viral mosquito-borne infection and a major international public health concern. With 2.5 billion people at risk of acquiring the infection around the world, disease severity is influenced by the immunological status of the individual, seronegative or seropositive, prior to natural infection. Caused by four antigenically related but distinct serotypes, DENV-1 to DENV-4, infection by one serotype confers life-long immunity to that serotype and a period of temporary cross-immunity (TCI) to other serotypes. The clinical response on exposure to a second serotype is complex with the so-called antibody-dependent enhancement (ADE) process, a disease augmentation phenomenon when pre-existing antibodies to previous dengue infection do not neutralize but rather enhance the new infection, used to explain the etiology of severe disease. In this paper, we present a minimalistic mathematical model framework developed to describe qualitatively the dengue immunological response mediated by antibodies. Three models are analyzed and compared: (i) primary dengue infection, (ii) secondary dengue infection with the same (homologous) dengue virus and (iii) secondary dengue infection with a different (heterologous) dengue virus. We explore the features of viral replication, antibody production and infection clearance over time. The model is developed based on body cells and free virus interactions resulting in infected cells activating antibody production. Our mathematical results are qualitatively similar to the ones described in the empiric immunology literature, providing insights into the immunopathogenesis of severe disease. Results presented here are of use for future research directions to evaluate the impact of dengue vaccines.
topic within-host modeling
dengue fever
immune response
antibodies
viral load
antibody-dependent enhancement
url https://www.mdpi.com/2079-7737/10/9/941
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