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The Interface Between Inflammatory Mediators and MicroRNAs in Plasmodium vivax Severe Thrombocytopenia

Severe thrombocytopenia can be a determinant factor in the morbidity of Plasmodium vivax, the most widespread human malaria parasite. Although immune mechanisms may drive P. vivax-induced severe thrombocytopenia (PvST), the current data on the cytokine landscape in PvST is scarce and often conflicti...

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Autores principales: Santos, Marina L. S., Coimbra, Roney S., Sousa, Tais N., Guimarães, Luiz F. F., Gomes, Matheus S., Amaral, Laurence R., Pereira, Dhelio B., Fontes, Cor J. F., Hawwari, Ibrahim, Franklin, Bernardo S., Carvalho, Luzia H.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8005714/
https://www.ncbi.nlm.nih.gov/pubmed/33791239
http://dx.doi.org/10.3389/fcimb.2021.631333
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author Santos, Marina L. S.
Coimbra, Roney S.
Sousa, Tais N.
Guimarães, Luiz F. F.
Gomes, Matheus S.
Amaral, Laurence R.
Pereira, Dhelio B.
Fontes, Cor J. F.
Hawwari, Ibrahim
Franklin, Bernardo S.
Carvalho, Luzia H.
author_facet Santos, Marina L. S.
Coimbra, Roney S.
Sousa, Tais N.
Guimarães, Luiz F. F.
Gomes, Matheus S.
Amaral, Laurence R.
Pereira, Dhelio B.
Fontes, Cor J. F.
Hawwari, Ibrahim
Franklin, Bernardo S.
Carvalho, Luzia H.
author_sort Santos, Marina L. S.
collection PubMed
description Severe thrombocytopenia can be a determinant factor in the morbidity of Plasmodium vivax, the most widespread human malaria parasite. Although immune mechanisms may drive P. vivax-induced severe thrombocytopenia (PvST), the current data on the cytokine landscape in PvST is scarce and often conflicting. Here, we hypothesized that the analysis of the bidirectional circuit of inflammatory mediators and their regulatory miRNAs would lead to a better understanding of the mechanisms underlying PvST. For that, we combined Luminex proteomics, NanoString miRNA quantification, and machine learning to evaluate an extensive array of plasma mediators in uncomplicated P. vivax patients with different degrees of thrombocytopenia. Unsupervised clustering analysis identified a set of PvST-linked inflammatory (CXCL10, CCL4, and IL-18) and regulatory (IL-10, IL-1Ra, HGF) mediators. Among the mediators associated with PvST, IL-6 and IL-8 were critical to discriminate P. vivax subgroups, while CCL2 and IFN-γ from healthy controls. Supervised machine learning spotlighted IL-10 in P. vivax-mediated thrombocytopenia and provided evidence for a potential signaling route involving IL-8 and HGF. Finally, we identified a set of miRNAs capable of modulating these signaling pathways. In conclusion, the results place IL-10 and IL-8/HGF in the center of PvST and propose investigating these signaling pathways across the spectrum of malaria infections.
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spelling pubmed-80057142021-03-30 The Interface Between Inflammatory Mediators and MicroRNAs in Plasmodium vivax Severe Thrombocytopenia Santos, Marina L. S. Coimbra, Roney S. Sousa, Tais N. Guimarães, Luiz F. F. Gomes, Matheus S. Amaral, Laurence R. Pereira, Dhelio B. Fontes, Cor J. F. Hawwari, Ibrahim Franklin, Bernardo S. Carvalho, Luzia H. Front Cell Infect Microbiol Cellular and Infection Microbiology Severe thrombocytopenia can be a determinant factor in the morbidity of Plasmodium vivax, the most widespread human malaria parasite. Although immune mechanisms may drive P. vivax-induced severe thrombocytopenia (PvST), the current data on the cytokine landscape in PvST is scarce and often conflicting. Here, we hypothesized that the analysis of the bidirectional circuit of inflammatory mediators and their regulatory miRNAs would lead to a better understanding of the mechanisms underlying PvST. For that, we combined Luminex proteomics, NanoString miRNA quantification, and machine learning to evaluate an extensive array of plasma mediators in uncomplicated P. vivax patients with different degrees of thrombocytopenia. Unsupervised clustering analysis identified a set of PvST-linked inflammatory (CXCL10, CCL4, and IL-18) and regulatory (IL-10, IL-1Ra, HGF) mediators. Among the mediators associated with PvST, IL-6 and IL-8 were critical to discriminate P. vivax subgroups, while CCL2 and IFN-γ from healthy controls. Supervised machine learning spotlighted IL-10 in P. vivax-mediated thrombocytopenia and provided evidence for a potential signaling route involving IL-8 and HGF. Finally, we identified a set of miRNAs capable of modulating these signaling pathways. In conclusion, the results place IL-10 and IL-8/HGF in the center of PvST and propose investigating these signaling pathways across the spectrum of malaria infections. Frontiers Media S.A. 2021-03-15 /pmc/articles/PMC8005714/ /pubmed/33791239 http://dx.doi.org/10.3389/fcimb.2021.631333 Text en Copyright © 2021 Santos, Coimbra, Sousa, Guimarães, Gomes, Amaral, Pereira, Fontes, Hawwari, Franklin and Carvalho http://creativecommons.org/licenses/by/4.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.
spellingShingle Cellular and Infection Microbiology
Santos, Marina L. S.
Coimbra, Roney S.
Sousa, Tais N.
Guimarães, Luiz F. F.
Gomes, Matheus S.
Amaral, Laurence R.
Pereira, Dhelio B.
Fontes, Cor J. F.
Hawwari, Ibrahim
Franklin, Bernardo S.
Carvalho, Luzia H.
The Interface Between Inflammatory Mediators and MicroRNAs in Plasmodium vivax Severe Thrombocytopenia
title The Interface Between Inflammatory Mediators and MicroRNAs in Plasmodium vivax Severe Thrombocytopenia
title_full The Interface Between Inflammatory Mediators and MicroRNAs in Plasmodium vivax Severe Thrombocytopenia
title_fullStr The Interface Between Inflammatory Mediators and MicroRNAs in Plasmodium vivax Severe Thrombocytopenia
title_full_unstemmed The Interface Between Inflammatory Mediators and MicroRNAs in Plasmodium vivax Severe Thrombocytopenia
title_short The Interface Between Inflammatory Mediators and MicroRNAs in Plasmodium vivax Severe Thrombocytopenia
title_sort interface between inflammatory mediators and micrornas in plasmodium vivax severe thrombocytopenia
topic Cellular and Infection Microbiology
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8005714/
https://www.ncbi.nlm.nih.gov/pubmed/33791239
http://dx.doi.org/10.3389/fcimb.2021.631333
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