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Total parasite biomass but not peripheral parasitaemia is associated with endothelial and haematological perturbations in Plasmodium vivax patients

Plasmodium vivax is the major cause of human malaria in the Americas. How P. vivax infection can lead to poor clinical outcomes, despite low peripheral parasitaemia, remains a matter of intense debate. Estimation of total P. vivax biomass based on circulating markers indicates existence of a predomi...

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Autores principales: Silva-Filho, João L, Dos-Santos, João CK, Judice, Carla, Beraldi, Dario, Venugopal, Kannan, Lima, Diogenes, Nakaya, Helder I, De Paula, Erich V, Lopes, Stefanie CP, Lacerda, Marcus VG, Marti, Matthias, Costa, Fabio TM
Formato: Online Artículo Texto
Lenguaje:English
Publicado: eLife Sciences Publications, Ltd 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8536259/
https://www.ncbi.nlm.nih.gov/pubmed/34585667
http://dx.doi.org/10.7554/eLife.71351
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author Silva-Filho, João L
Dos-Santos, João CK
Judice, Carla
Beraldi, Dario
Venugopal, Kannan
Lima, Diogenes
Nakaya, Helder I
De Paula, Erich V
Lopes, Stefanie CP
Lacerda, Marcus VG
Marti, Matthias
Costa, Fabio TM
author_facet Silva-Filho, João L
Dos-Santos, João CK
Judice, Carla
Beraldi, Dario
Venugopal, Kannan
Lima, Diogenes
Nakaya, Helder I
De Paula, Erich V
Lopes, Stefanie CP
Lacerda, Marcus VG
Marti, Matthias
Costa, Fabio TM
author_sort Silva-Filho, João L
collection PubMed
description Plasmodium vivax is the major cause of human malaria in the Americas. How P. vivax infection can lead to poor clinical outcomes, despite low peripheral parasitaemia, remains a matter of intense debate. Estimation of total P. vivax biomass based on circulating markers indicates existence of a predominant parasite population outside of circulation. In this study, we investigate associations between both peripheral and total parasite biomass and host response in vivax malaria. We analysed parasite and host signatures in a cohort of uncomplicated vivax malaria patients from Manaus, Brazil, combining clinical and parasite parameters, multiplexed analysis of host responses, and ex vivo assays. Patterns of clinical features, parasite burden, and host signatures measured in plasma across the patient cohort were highly heterogenous. Further data deconvolution revealed two patient clusters, here termed Vivax(low) and Vivax(high). These patient subgroups were defined based on differences in total parasite biomass but not peripheral parasitaemia. Overall Vivax(low) patients clustered with healthy donors and Vivax(high) patients showed more profound alterations in haematological parameters, endothelial cell (EC) activation, and glycocalyx breakdown and levels of cytokines regulating different haematopoiesis pathways compared to Vivax(low). Vivax(high) patients presented more severe thrombocytopenia and lymphopenia, along with enrichment of neutrophils in the peripheral blood and increased neutrophil-to-lymphocyte ratio (NLCR). When patients’ signatures were combined, high association of total parasite biomass with a subset of markers of EC activation, thrombocytopenia, and lymphopenia severity was observed. Finally, machine learning models defined a combination of host parameters measured in the circulation that could predict the extent of parasite infection outside of circulation. Altogether, our data show that total parasite biomass is a better predictor of perturbations in host homeostasis in P. vivax patients than peripheral parasitaemia. This supports the emerging paradigm of a P. vivax tissue reservoir, particularly in the haematopoietic niche of bone marrow and spleen.
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spelling pubmed-85362592021-10-25 Total parasite biomass but not peripheral parasitaemia is associated with endothelial and haematological perturbations in Plasmodium vivax patients Silva-Filho, João L Dos-Santos, João CK Judice, Carla Beraldi, Dario Venugopal, Kannan Lima, Diogenes Nakaya, Helder I De Paula, Erich V Lopes, Stefanie CP Lacerda, Marcus VG Marti, Matthias Costa, Fabio TM eLife Microbiology and Infectious Disease Plasmodium vivax is the major cause of human malaria in the Americas. How P. vivax infection can lead to poor clinical outcomes, despite low peripheral parasitaemia, remains a matter of intense debate. Estimation of total P. vivax biomass based on circulating markers indicates existence of a predominant parasite population outside of circulation. In this study, we investigate associations between both peripheral and total parasite biomass and host response in vivax malaria. We analysed parasite and host signatures in a cohort of uncomplicated vivax malaria patients from Manaus, Brazil, combining clinical and parasite parameters, multiplexed analysis of host responses, and ex vivo assays. Patterns of clinical features, parasite burden, and host signatures measured in plasma across the patient cohort were highly heterogenous. Further data deconvolution revealed two patient clusters, here termed Vivax(low) and Vivax(high). These patient subgroups were defined based on differences in total parasite biomass but not peripheral parasitaemia. Overall Vivax(low) patients clustered with healthy donors and Vivax(high) patients showed more profound alterations in haematological parameters, endothelial cell (EC) activation, and glycocalyx breakdown and levels of cytokines regulating different haematopoiesis pathways compared to Vivax(low). Vivax(high) patients presented more severe thrombocytopenia and lymphopenia, along with enrichment of neutrophils in the peripheral blood and increased neutrophil-to-lymphocyte ratio (NLCR). When patients’ signatures were combined, high association of total parasite biomass with a subset of markers of EC activation, thrombocytopenia, and lymphopenia severity was observed. Finally, machine learning models defined a combination of host parameters measured in the circulation that could predict the extent of parasite infection outside of circulation. Altogether, our data show that total parasite biomass is a better predictor of perturbations in host homeostasis in P. vivax patients than peripheral parasitaemia. This supports the emerging paradigm of a P. vivax tissue reservoir, particularly in the haematopoietic niche of bone marrow and spleen. eLife Sciences Publications, Ltd 2021-09-29 /pmc/articles/PMC8536259/ /pubmed/34585667 http://dx.doi.org/10.7554/eLife.71351 Text en © 2021, Silva-Filho et al https://creativecommons.org/licenses/by/4.0/This article is distributed under the terms of the Creative Commons Attribution License (https://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use and redistribution provided that the original author and source are credited.
spellingShingle Microbiology and Infectious Disease
Silva-Filho, João L
Dos-Santos, João CK
Judice, Carla
Beraldi, Dario
Venugopal, Kannan
Lima, Diogenes
Nakaya, Helder I
De Paula, Erich V
Lopes, Stefanie CP
Lacerda, Marcus VG
Marti, Matthias
Costa, Fabio TM
Total parasite biomass but not peripheral parasitaemia is associated with endothelial and haematological perturbations in Plasmodium vivax patients
title Total parasite biomass but not peripheral parasitaemia is associated with endothelial and haematological perturbations in Plasmodium vivax patients
title_full Total parasite biomass but not peripheral parasitaemia is associated with endothelial and haematological perturbations in Plasmodium vivax patients
title_fullStr Total parasite biomass but not peripheral parasitaemia is associated with endothelial and haematological perturbations in Plasmodium vivax patients
title_full_unstemmed Total parasite biomass but not peripheral parasitaemia is associated with endothelial and haematological perturbations in Plasmodium vivax patients
title_short Total parasite biomass but not peripheral parasitaemia is associated with endothelial and haematological perturbations in Plasmodium vivax patients
title_sort total parasite biomass but not peripheral parasitaemia is associated with endothelial and haematological perturbations in plasmodium vivax patients
topic Microbiology and Infectious Disease
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8536259/
https://www.ncbi.nlm.nih.gov/pubmed/34585667
http://dx.doi.org/10.7554/eLife.71351
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