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Networking the host immune response in Plasmodium vivax malaria

BACKGROUND: Plasmodium vivax malaria clinical outcomes are a consequence of the interaction of multiple parasite, environmental and host factors. The host molecular and genetic determinants driving susceptibility to disease severity in this infection are largely unknown. Here, a network analysis of...

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Autores principales: Mendonça, Vitor RR, Queiroz, Artur TL, Lopes, Fabrício M, Andrade, Bruno B, Barral-Netto, Manoel
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2013
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3598348/
https://www.ncbi.nlm.nih.gov/pubmed/23433077
http://dx.doi.org/10.1186/1475-2875-12-69
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author Mendonça, Vitor RR
Queiroz, Artur TL
Lopes, Fabrício M
Andrade, Bruno B
Barral-Netto, Manoel
author_facet Mendonça, Vitor RR
Queiroz, Artur TL
Lopes, Fabrício M
Andrade, Bruno B
Barral-Netto, Manoel
author_sort Mendonça, Vitor RR
collection PubMed
description BACKGROUND: Plasmodium vivax malaria clinical outcomes are a consequence of the interaction of multiple parasite, environmental and host factors. The host molecular and genetic determinants driving susceptibility to disease severity in this infection are largely unknown. Here, a network analysis of large-scale data from a significant number of individuals with different clinical presentations of P. vivax malaria was performed in an attempt to identify patterns of association between various candidate biomarkers and the clinical outcomes. METHODS: A retrospective analysis of 530 individuals from the Brazilian Amazon, including P. vivax-infected individuals who developed different clinical outcomes (148 asymptomatic malaria, 187 symptomatic malaria, 13 severe non-lethal malaria, and six severe lethal malaria) as well as 176 non-infected controls, was performed. Plasma levels of liver transaminases, bilirubins, creatinine, fibrinogen, C-reactive protein, superoxide dismutase (SOD)-1, haem oxygenase (HO)-1 and a panel composed by multiple cytokines and chemokines were measured and compared between the different clinical groups using network analysis. RESULTS: Non-infected individuals displayed several statistically significant interactions in the networks, including associations between the levels of IL-10 and IL-4 with the chemokine CXCL9. Individuals with asymptomatic malaria displayed multiple significant interactions involving IL-4. Subjects with mild or severe non-lethal malaria displayed substantial loss of interactions in the networks and TNF had significant associations more frequently with other parameters. Cases of lethal P. vivax malaria infection were associated with significant interactions between TNF ALT, HO-1 and SOD-1. CONCLUSIONS: The findings imply that clinical immunity to P. vivax malaria is associated with multiple significant interactions in the network, mostly involving IL-4, while lethality is linked to a systematic reduction of complexity of these interactions and to an increase in connections between markers linked to haemolysis-induced damage.
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spelling pubmed-35983482013-03-16 Networking the host immune response in Plasmodium vivax malaria Mendonça, Vitor RR Queiroz, Artur TL Lopes, Fabrício M Andrade, Bruno B Barral-Netto, Manoel Malar J Research BACKGROUND: Plasmodium vivax malaria clinical outcomes are a consequence of the interaction of multiple parasite, environmental and host factors. The host molecular and genetic determinants driving susceptibility to disease severity in this infection are largely unknown. Here, a network analysis of large-scale data from a significant number of individuals with different clinical presentations of P. vivax malaria was performed in an attempt to identify patterns of association between various candidate biomarkers and the clinical outcomes. METHODS: A retrospective analysis of 530 individuals from the Brazilian Amazon, including P. vivax-infected individuals who developed different clinical outcomes (148 asymptomatic malaria, 187 symptomatic malaria, 13 severe non-lethal malaria, and six severe lethal malaria) as well as 176 non-infected controls, was performed. Plasma levels of liver transaminases, bilirubins, creatinine, fibrinogen, C-reactive protein, superoxide dismutase (SOD)-1, haem oxygenase (HO)-1 and a panel composed by multiple cytokines and chemokines were measured and compared between the different clinical groups using network analysis. RESULTS: Non-infected individuals displayed several statistically significant interactions in the networks, including associations between the levels of IL-10 and IL-4 with the chemokine CXCL9. Individuals with asymptomatic malaria displayed multiple significant interactions involving IL-4. Subjects with mild or severe non-lethal malaria displayed substantial loss of interactions in the networks and TNF had significant associations more frequently with other parameters. Cases of lethal P. vivax malaria infection were associated with significant interactions between TNF ALT, HO-1 and SOD-1. CONCLUSIONS: The findings imply that clinical immunity to P. vivax malaria is associated with multiple significant interactions in the network, mostly involving IL-4, while lethality is linked to a systematic reduction of complexity of these interactions and to an increase in connections between markers linked to haemolysis-induced damage. BioMed Central 2013-02-21 /pmc/articles/PMC3598348/ /pubmed/23433077 http://dx.doi.org/10.1186/1475-2875-12-69 Text en Copyright ©2013 Mendonça et al; licensee BioMed Central Ltd. http://creativecommons.org/licenses/by/2.0 This is an Open Access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/2.0), which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.
spellingShingle Research
Mendonça, Vitor RR
Queiroz, Artur TL
Lopes, Fabrício M
Andrade, Bruno B
Barral-Netto, Manoel
Networking the host immune response in Plasmodium vivax malaria
title Networking the host immune response in Plasmodium vivax malaria
title_full Networking the host immune response in Plasmodium vivax malaria
title_fullStr Networking the host immune response in Plasmodium vivax malaria
title_full_unstemmed Networking the host immune response in Plasmodium vivax malaria
title_short Networking the host immune response in Plasmodium vivax malaria
title_sort networking the host immune response in plasmodium vivax malaria
topic Research
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3598348/
https://www.ncbi.nlm.nih.gov/pubmed/23433077
http://dx.doi.org/10.1186/1475-2875-12-69
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