Cargando…
Prognostic accuracy of biomarkers of immune and endothelial activation in Mozambican children hospitalized with pneumonia
Pneumonia is a leading cause of child mortality. However, currently we lack simple, objective, and accurate risk-stratification tools for pediatric pneumonia. Here we test the hypothesis that measuring biomarkers of immune and endothelial activation in children with pneumonia may facilitate the iden...
Autores principales: | , , , , , , , , , , , , , , , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Public Library of Science
2023
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10021812/ https://www.ncbi.nlm.nih.gov/pubmed/36963048 http://dx.doi.org/10.1371/journal.pgph.0001553 |
_version_ | 1784908585941073920 |
---|---|
author | Balanza, Núria Erice, Clara Ngai, Michelle McDonald, Chloe R. Weckman, Andrea M. Wright, Julie Richard-Greenblatt, Melissa Varo, Rosauro López-Varela, Elisa Sitoe, Antonio Vitorino, Pio Bramugy, Justina Lanaspa, Miguel Acácio, Sozinho Madrid, Lola Baro, Bàrbara Kain, Kevin C. Bassat, Quique |
author_facet | Balanza, Núria Erice, Clara Ngai, Michelle McDonald, Chloe R. Weckman, Andrea M. Wright, Julie Richard-Greenblatt, Melissa Varo, Rosauro López-Varela, Elisa Sitoe, Antonio Vitorino, Pio Bramugy, Justina Lanaspa, Miguel Acácio, Sozinho Madrid, Lola Baro, Bàrbara Kain, Kevin C. Bassat, Quique |
author_sort | Balanza, Núria |
collection | PubMed |
description | Pneumonia is a leading cause of child mortality. However, currently we lack simple, objective, and accurate risk-stratification tools for pediatric pneumonia. Here we test the hypothesis that measuring biomarkers of immune and endothelial activation in children with pneumonia may facilitate the identification of those at risk of death. We recruited children <10 years old fulfilling WHO criteria for pneumonia and admitted to the Manhiça District Hospital (Mozambique) from 2010 to 2014. We measured plasma levels of IL-6, IL-8, Angpt-2, sTREM-1, sFlt-1, sTNFR1, PCT, and CRP at admission, and assessed their prognostic accuracy for in-hospital, 28-day, and 90-day mortality. Healthy community controls, within same age strata and location, were also assessed. All biomarkers were significantly elevated in 472 pneumonia cases versus 80 controls (p<0.001). IL-8, sFlt-1, and sTREM-1 were associated with in-hospital mortality (p<0.001) and showed the best discrimination with AUROCs of 0.877 (95% CI: 0.782 to 0.972), 0.832 (95% CI: 0.729 to 0.935) and 0.822 (95% CI: 0.735 to 0.908), respectively. Their performance was superior to CRP, PCT, oxygen saturation, and clinical severity scores. IL-8, sFlt-1, and sTREM-1 remained good predictors of 28-day and 90-day mortality. These findings suggest that measuring IL-8, sFlt-1, or sTREM-1 at hospital presentation can guide risk-stratification of children with pneumonia, which could enable prioritized care to improve survival and resource allocation. |
format | Online Article Text |
id | pubmed-10021812 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
spelling | pubmed-100218122023-03-17 Prognostic accuracy of biomarkers of immune and endothelial activation in Mozambican children hospitalized with pneumonia Balanza, Núria Erice, Clara Ngai, Michelle McDonald, Chloe R. Weckman, Andrea M. Wright, Julie Richard-Greenblatt, Melissa Varo, Rosauro López-Varela, Elisa Sitoe, Antonio Vitorino, Pio Bramugy, Justina Lanaspa, Miguel Acácio, Sozinho Madrid, Lola Baro, Bàrbara Kain, Kevin C. Bassat, Quique PLOS Glob Public Health Research Article Pneumonia is a leading cause of child mortality. However, currently we lack simple, objective, and accurate risk-stratification tools for pediatric pneumonia. Here we test the hypothesis that measuring biomarkers of immune and endothelial activation in children with pneumonia may facilitate the identification of those at risk of death. We recruited children <10 years old fulfilling WHO criteria for pneumonia and admitted to the Manhiça District Hospital (Mozambique) from 2010 to 2014. We measured plasma levels of IL-6, IL-8, Angpt-2, sTREM-1, sFlt-1, sTNFR1, PCT, and CRP at admission, and assessed their prognostic accuracy for in-hospital, 28-day, and 90-day mortality. Healthy community controls, within same age strata and location, were also assessed. All biomarkers were significantly elevated in 472 pneumonia cases versus 80 controls (p<0.001). IL-8, sFlt-1, and sTREM-1 were associated with in-hospital mortality (p<0.001) and showed the best discrimination with AUROCs of 0.877 (95% CI: 0.782 to 0.972), 0.832 (95% CI: 0.729 to 0.935) and 0.822 (95% CI: 0.735 to 0.908), respectively. Their performance was superior to CRP, PCT, oxygen saturation, and clinical severity scores. IL-8, sFlt-1, and sTREM-1 remained good predictors of 28-day and 90-day mortality. These findings suggest that measuring IL-8, sFlt-1, or sTREM-1 at hospital presentation can guide risk-stratification of children with pneumonia, which could enable prioritized care to improve survival and resource allocation. Public Library of Science 2023-02-23 /pmc/articles/PMC10021812/ /pubmed/36963048 http://dx.doi.org/10.1371/journal.pgph.0001553 Text en © 2023 Balanza et al https://creativecommons.org/licenses/by/4.0/This is an open access article distributed under the terms of the Creative Commons Attribution License (https://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited. |
spellingShingle | Research Article Balanza, Núria Erice, Clara Ngai, Michelle McDonald, Chloe R. Weckman, Andrea M. Wright, Julie Richard-Greenblatt, Melissa Varo, Rosauro López-Varela, Elisa Sitoe, Antonio Vitorino, Pio Bramugy, Justina Lanaspa, Miguel Acácio, Sozinho Madrid, Lola Baro, Bàrbara Kain, Kevin C. Bassat, Quique Prognostic accuracy of biomarkers of immune and endothelial activation in Mozambican children hospitalized with pneumonia |
title | Prognostic accuracy of biomarkers of immune and endothelial activation in Mozambican children hospitalized with pneumonia |
title_full | Prognostic accuracy of biomarkers of immune and endothelial activation in Mozambican children hospitalized with pneumonia |
title_fullStr | Prognostic accuracy of biomarkers of immune and endothelial activation in Mozambican children hospitalized with pneumonia |
title_full_unstemmed | Prognostic accuracy of biomarkers of immune and endothelial activation in Mozambican children hospitalized with pneumonia |
title_short | Prognostic accuracy of biomarkers of immune and endothelial activation in Mozambican children hospitalized with pneumonia |
title_sort | prognostic accuracy of biomarkers of immune and endothelial activation in mozambican children hospitalized with pneumonia |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10021812/ https://www.ncbi.nlm.nih.gov/pubmed/36963048 http://dx.doi.org/10.1371/journal.pgph.0001553 |
work_keys_str_mv | AT balanzanuria prognosticaccuracyofbiomarkersofimmuneandendothelialactivationinmozambicanchildrenhospitalizedwithpneumonia AT ericeclara prognosticaccuracyofbiomarkersofimmuneandendothelialactivationinmozambicanchildrenhospitalizedwithpneumonia AT ngaimichelle prognosticaccuracyofbiomarkersofimmuneandendothelialactivationinmozambicanchildrenhospitalizedwithpneumonia AT mcdonaldchloer prognosticaccuracyofbiomarkersofimmuneandendothelialactivationinmozambicanchildrenhospitalizedwithpneumonia AT weckmanandream prognosticaccuracyofbiomarkersofimmuneandendothelialactivationinmozambicanchildrenhospitalizedwithpneumonia AT wrightjulie prognosticaccuracyofbiomarkersofimmuneandendothelialactivationinmozambicanchildrenhospitalizedwithpneumonia AT richardgreenblattmelissa prognosticaccuracyofbiomarkersofimmuneandendothelialactivationinmozambicanchildrenhospitalizedwithpneumonia AT varorosauro prognosticaccuracyofbiomarkersofimmuneandendothelialactivationinmozambicanchildrenhospitalizedwithpneumonia AT lopezvarelaelisa prognosticaccuracyofbiomarkersofimmuneandendothelialactivationinmozambicanchildrenhospitalizedwithpneumonia AT sitoeantonio prognosticaccuracyofbiomarkersofimmuneandendothelialactivationinmozambicanchildrenhospitalizedwithpneumonia AT vitorinopio prognosticaccuracyofbiomarkersofimmuneandendothelialactivationinmozambicanchildrenhospitalizedwithpneumonia AT bramugyjustina prognosticaccuracyofbiomarkersofimmuneandendothelialactivationinmozambicanchildrenhospitalizedwithpneumonia AT lanaspamiguel prognosticaccuracyofbiomarkersofimmuneandendothelialactivationinmozambicanchildrenhospitalizedwithpneumonia AT acaciosozinho prognosticaccuracyofbiomarkersofimmuneandendothelialactivationinmozambicanchildrenhospitalizedwithpneumonia AT madridlola prognosticaccuracyofbiomarkersofimmuneandendothelialactivationinmozambicanchildrenhospitalizedwithpneumonia AT barobarbara prognosticaccuracyofbiomarkersofimmuneandendothelialactivationinmozambicanchildrenhospitalizedwithpneumonia AT kainkevinc prognosticaccuracyofbiomarkersofimmuneandendothelialactivationinmozambicanchildrenhospitalizedwithpneumonia AT bassatquique prognosticaccuracyofbiomarkersofimmuneandendothelialactivationinmozambicanchildrenhospitalizedwithpneumonia |