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Whole Blood Gene Expression Profiles to Assess Pathogenesis and Disease Severity in Infants with Respiratory Syncytial Virus Infection

BACKGROUND: Respiratory syncytial virus (RSV) is the leading cause of viral lower respiratory tract infection (LRTI) and hospitalization in infants. Mostly because of the incomplete understanding of the disease pathogenesis, there is no licensed vaccine, and treatment remains symptomatic. We analyze...

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Autores principales: Mejias, Asuncion, Dimo, Blerta, Suarez, Nicolas M., Garcia, Carla, Suarez-Arrabal, M. Carmen, Jartti, Tuomas, Blankenship, Derek, Jordan-Villegas, Alejandro, Ardura, Monica I., Xu, Zhaohui, Banchereau, Jacques, Chaussabel, Damien, Ramilo, Octavio
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2013
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3825655/
https://www.ncbi.nlm.nih.gov/pubmed/24265599
http://dx.doi.org/10.1371/journal.pmed.1001549
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author Mejias, Asuncion
Dimo, Blerta
Suarez, Nicolas M.
Garcia, Carla
Suarez-Arrabal, M. Carmen
Jartti, Tuomas
Blankenship, Derek
Jordan-Villegas, Alejandro
Ardura, Monica I.
Xu, Zhaohui
Banchereau, Jacques
Chaussabel, Damien
Ramilo, Octavio
author_facet Mejias, Asuncion
Dimo, Blerta
Suarez, Nicolas M.
Garcia, Carla
Suarez-Arrabal, M. Carmen
Jartti, Tuomas
Blankenship, Derek
Jordan-Villegas, Alejandro
Ardura, Monica I.
Xu, Zhaohui
Banchereau, Jacques
Chaussabel, Damien
Ramilo, Octavio
author_sort Mejias, Asuncion
collection PubMed
description BACKGROUND: Respiratory syncytial virus (RSV) is the leading cause of viral lower respiratory tract infection (LRTI) and hospitalization in infants. Mostly because of the incomplete understanding of the disease pathogenesis, there is no licensed vaccine, and treatment remains symptomatic. We analyzed whole blood transcriptional profiles to characterize the global host immune response to acute RSV LRTI in infants, to characterize its specificity compared with influenza and human rhinovirus (HRV) LRTI, and to identify biomarkers that can objectively assess RSV disease severity. METHODS AND FINDINGS: This was a prospective observational study over six respiratory seasons including a cohort of infants hospitalized with RSV (n = 135), HRV (n = 30), and influenza (n = 16) LRTI, and healthy age- and sex-matched controls (n = 39). A specific RSV transcriptional profile was identified in whole blood (training cohort, n = 45 infants; Dallas, Texas, US) and validated in three different cohorts (test cohort, n = 46, Dallas, Texas, US; validation cohort A, n = 16, Turku, Finland; validation cohort B, n = 28, Columbus, Ohio, US) with high sensitivity (94% [95% CI 87%–98%]) and specificity (98% [95% CI 88%–99%]). It classified infants with RSV LRTI versus HRV or influenza LRTI with 95% accuracy. The immune dysregulation induced by RSV (overexpression of neutrophil, inflammation, and interferon genes, and suppression of T and B cell genes) persisted beyond the acute disease, and immune dysregulation was greatly impaired in younger infants (<6 mo). We identified a genomic score that significantly correlated with outcomes of care including a clinical disease severity score and, more importantly, length of hospitalization and duration of supplemental O(2). CONCLUSIONS: Blood RNA profiles of infants with RSV LRTI allow specific diagnosis, better understanding of disease pathogenesis, and assessment of disease severity. This study opens new avenues for biomarker discovery and identification of potential therapeutic or preventive targets, and demonstrates that large microarray datasets can be translated into a biologically meaningful context and applied to the clinical setting. Please see later in the article for the Editors' Summary
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spelling pubmed-38256552013-11-21 Whole Blood Gene Expression Profiles to Assess Pathogenesis and Disease Severity in Infants with Respiratory Syncytial Virus Infection Mejias, Asuncion Dimo, Blerta Suarez, Nicolas M. Garcia, Carla Suarez-Arrabal, M. Carmen Jartti, Tuomas Blankenship, Derek Jordan-Villegas, Alejandro Ardura, Monica I. Xu, Zhaohui Banchereau, Jacques Chaussabel, Damien Ramilo, Octavio PLoS Med Research Article BACKGROUND: Respiratory syncytial virus (RSV) is the leading cause of viral lower respiratory tract infection (LRTI) and hospitalization in infants. Mostly because of the incomplete understanding of the disease pathogenesis, there is no licensed vaccine, and treatment remains symptomatic. We analyzed whole blood transcriptional profiles to characterize the global host immune response to acute RSV LRTI in infants, to characterize its specificity compared with influenza and human rhinovirus (HRV) LRTI, and to identify biomarkers that can objectively assess RSV disease severity. METHODS AND FINDINGS: This was a prospective observational study over six respiratory seasons including a cohort of infants hospitalized with RSV (n = 135), HRV (n = 30), and influenza (n = 16) LRTI, and healthy age- and sex-matched controls (n = 39). A specific RSV transcriptional profile was identified in whole blood (training cohort, n = 45 infants; Dallas, Texas, US) and validated in three different cohorts (test cohort, n = 46, Dallas, Texas, US; validation cohort A, n = 16, Turku, Finland; validation cohort B, n = 28, Columbus, Ohio, US) with high sensitivity (94% [95% CI 87%–98%]) and specificity (98% [95% CI 88%–99%]). It classified infants with RSV LRTI versus HRV or influenza LRTI with 95% accuracy. The immune dysregulation induced by RSV (overexpression of neutrophil, inflammation, and interferon genes, and suppression of T and B cell genes) persisted beyond the acute disease, and immune dysregulation was greatly impaired in younger infants (<6 mo). We identified a genomic score that significantly correlated with outcomes of care including a clinical disease severity score and, more importantly, length of hospitalization and duration of supplemental O(2). CONCLUSIONS: Blood RNA profiles of infants with RSV LRTI allow specific diagnosis, better understanding of disease pathogenesis, and assessment of disease severity. This study opens new avenues for biomarker discovery and identification of potential therapeutic or preventive targets, and demonstrates that large microarray datasets can be translated into a biologically meaningful context and applied to the clinical setting. Please see later in the article for the Editors' Summary Public Library of Science 2013-11-12 /pmc/articles/PMC3825655/ /pubmed/24265599 http://dx.doi.org/10.1371/journal.pmed.1001549 Text en © 2013 Mejias et al http://creativecommons.org/licenses/by/4.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are properly credited.
spellingShingle Research Article
Mejias, Asuncion
Dimo, Blerta
Suarez, Nicolas M.
Garcia, Carla
Suarez-Arrabal, M. Carmen
Jartti, Tuomas
Blankenship, Derek
Jordan-Villegas, Alejandro
Ardura, Monica I.
Xu, Zhaohui
Banchereau, Jacques
Chaussabel, Damien
Ramilo, Octavio
Whole Blood Gene Expression Profiles to Assess Pathogenesis and Disease Severity in Infants with Respiratory Syncytial Virus Infection
title Whole Blood Gene Expression Profiles to Assess Pathogenesis and Disease Severity in Infants with Respiratory Syncytial Virus Infection
title_full Whole Blood Gene Expression Profiles to Assess Pathogenesis and Disease Severity in Infants with Respiratory Syncytial Virus Infection
title_fullStr Whole Blood Gene Expression Profiles to Assess Pathogenesis and Disease Severity in Infants with Respiratory Syncytial Virus Infection
title_full_unstemmed Whole Blood Gene Expression Profiles to Assess Pathogenesis and Disease Severity in Infants with Respiratory Syncytial Virus Infection
title_short Whole Blood Gene Expression Profiles to Assess Pathogenesis and Disease Severity in Infants with Respiratory Syncytial Virus Infection
title_sort whole blood gene expression profiles to assess pathogenesis and disease severity in infants with respiratory syncytial virus infection
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3825655/
https://www.ncbi.nlm.nih.gov/pubmed/24265599
http://dx.doi.org/10.1371/journal.pmed.1001549
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