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A multi-parametric analysis of Trypanosoma cruzi infection: common pathophysiologic patterns beyond extreme heterogeneity of host responses

The extreme genetic diversity of the protozoan Trypanosoma cruzi has been proposed to be associated with the clinical outcomes of the disease it provokes: Chagas disease (CD). To address this question, we analysed the similarities and differences in the CD pathophysiogenesis caused by different para...

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Autores principales: Santi-Rocca, Julien, Fernandez-Cortes, Fernando, Chillón-Marinas, Carlos, González-Rubio, María-Luisa, Martin, David, Gironès, Núria, Fresno, Manuel
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2017
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5566495/
https://www.ncbi.nlm.nih.gov/pubmed/28827716
http://dx.doi.org/10.1038/s41598-017-08086-8
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author Santi-Rocca, Julien
Fernandez-Cortes, Fernando
Chillón-Marinas, Carlos
González-Rubio, María-Luisa
Martin, David
Gironès, Núria
Fresno, Manuel
author_facet Santi-Rocca, Julien
Fernandez-Cortes, Fernando
Chillón-Marinas, Carlos
González-Rubio, María-Luisa
Martin, David
Gironès, Núria
Fresno, Manuel
author_sort Santi-Rocca, Julien
collection PubMed
description The extreme genetic diversity of the protozoan Trypanosoma cruzi has been proposed to be associated with the clinical outcomes of the disease it provokes: Chagas disease (CD). To address this question, we analysed the similarities and differences in the CD pathophysiogenesis caused by different parasite strains. Using syngeneic mice infected acutely or chronically with 6 distant parasite strains, we integrated simultaneously 66 parameters: parasite tropism (7 parameters), organ and immune responses (local and systemic; 57 parameters), and clinical presentations of CD (2 parameters). While the parasite genetic background consistently impacts most of these parameters, they remain highly variable, as observed in patients, impeding reliable one-dimensional association with phases, strains, and damage. However, multi-dimensional statistics overcame this extreme intra-group variability for each individual parameter and revealed some pathophysiological patterns that accurately allow defining (i) the infection phase, (ii) the infecting parasite strains, and (iii) organ damage type and intensity. Our results demonstrated a greater variability of clinical outcomes and host responses to T. cruzi infection than previously thought, while our multi-parametric analysis defined common pathophysiological patterns linked to clinical outcome of CD, conserved among the genetically diverse infecting strains.
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spelling pubmed-55664952017-08-23 A multi-parametric analysis of Trypanosoma cruzi infection: common pathophysiologic patterns beyond extreme heterogeneity of host responses Santi-Rocca, Julien Fernandez-Cortes, Fernando Chillón-Marinas, Carlos González-Rubio, María-Luisa Martin, David Gironès, Núria Fresno, Manuel Sci Rep Article The extreme genetic diversity of the protozoan Trypanosoma cruzi has been proposed to be associated with the clinical outcomes of the disease it provokes: Chagas disease (CD). To address this question, we analysed the similarities and differences in the CD pathophysiogenesis caused by different parasite strains. Using syngeneic mice infected acutely or chronically with 6 distant parasite strains, we integrated simultaneously 66 parameters: parasite tropism (7 parameters), organ and immune responses (local and systemic; 57 parameters), and clinical presentations of CD (2 parameters). While the parasite genetic background consistently impacts most of these parameters, they remain highly variable, as observed in patients, impeding reliable one-dimensional association with phases, strains, and damage. However, multi-dimensional statistics overcame this extreme intra-group variability for each individual parameter and revealed some pathophysiological patterns that accurately allow defining (i) the infection phase, (ii) the infecting parasite strains, and (iii) organ damage type and intensity. Our results demonstrated a greater variability of clinical outcomes and host responses to T. cruzi infection than previously thought, while our multi-parametric analysis defined common pathophysiological patterns linked to clinical outcome of CD, conserved among the genetically diverse infecting strains. Nature Publishing Group UK 2017-08-21 /pmc/articles/PMC5566495/ /pubmed/28827716 http://dx.doi.org/10.1038/s41598-017-08086-8 Text en © The Author(s) 2017 Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons license and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/.
spellingShingle Article
Santi-Rocca, Julien
Fernandez-Cortes, Fernando
Chillón-Marinas, Carlos
González-Rubio, María-Luisa
Martin, David
Gironès, Núria
Fresno, Manuel
A multi-parametric analysis of Trypanosoma cruzi infection: common pathophysiologic patterns beyond extreme heterogeneity of host responses
title A multi-parametric analysis of Trypanosoma cruzi infection: common pathophysiologic patterns beyond extreme heterogeneity of host responses
title_full A multi-parametric analysis of Trypanosoma cruzi infection: common pathophysiologic patterns beyond extreme heterogeneity of host responses
title_fullStr A multi-parametric analysis of Trypanosoma cruzi infection: common pathophysiologic patterns beyond extreme heterogeneity of host responses
title_full_unstemmed A multi-parametric analysis of Trypanosoma cruzi infection: common pathophysiologic patterns beyond extreme heterogeneity of host responses
title_short A multi-parametric analysis of Trypanosoma cruzi infection: common pathophysiologic patterns beyond extreme heterogeneity of host responses
title_sort multi-parametric analysis of trypanosoma cruzi infection: common pathophysiologic patterns beyond extreme heterogeneity of host responses
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5566495/
https://www.ncbi.nlm.nih.gov/pubmed/28827716
http://dx.doi.org/10.1038/s41598-017-08086-8
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