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Risk-stratification of febrile African children at risk of sepsis using sTREM-1 as basis for a rapid triage test
Identifying febrile children at risk of sepsis in low-resource settings can improve survival, but recognition triage tools are lacking. Here we test the hypothesis that measuring circulating markers of immune and endothelial activation may identify children with sepsis at risk of all-cause mortality...
Autores principales: | , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8617180/ https://www.ncbi.nlm.nih.gov/pubmed/34824252 http://dx.doi.org/10.1038/s41467-021-27215-6 |
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author | Leligdowicz, Aleksandra Conroy, Andrea L. Hawkes, Michael Richard-Greenblatt, Melissa Zhong, Kathleen Opoka, Robert O. Namasopo, Sophie Bell, David Liles, W. Conrad da Costa, Bruno R. Jüni, Peter Kain, Kevin C. |
author_facet | Leligdowicz, Aleksandra Conroy, Andrea L. Hawkes, Michael Richard-Greenblatt, Melissa Zhong, Kathleen Opoka, Robert O. Namasopo, Sophie Bell, David Liles, W. Conrad da Costa, Bruno R. Jüni, Peter Kain, Kevin C. |
author_sort | Leligdowicz, Aleksandra |
collection | PubMed |
description | Identifying febrile children at risk of sepsis in low-resource settings can improve survival, but recognition triage tools are lacking. Here we test the hypothesis that measuring circulating markers of immune and endothelial activation may identify children with sepsis at risk of all-cause mortality. In a prospective cohort study of 2,502 children in Uganda, we show that Soluble Triggering Receptor Expressed on Myeloid cells-1 (sTREM-1) measured at first clinical presentation, had high predictive accuracy for subsequent in-hospital mortality. sTREM-1 had the best performance, versus 10 other markers, with an AUROC for discriminating children at risk of death of 0.893 in derivation (95% CI 0.843–0.944) and 0.901 in validation (95% CI 0.856–0.947) cohort. sTREM-1 cutoffs corresponding to a negative likelihood ratio (LR) of 0.10 and a positive LR of 10 classified children into low (1,306 children, 53.1%), intermediate (942, 38.3%) and high (212, 8.6%) risk zones. The estimated incidence of death was 0.5%, 3.9%, and 31.8%, respectively, suggesting sTREM-1 could be used to risk-stratify febrile children. These findings do not attempt to derive a risk prediction model, but rather define sTREM-1 cutoffs as the basis for rapid triage test for all cause fever syndromes in children in low-resource settings. |
format | Online Article Text |
id | pubmed-8617180 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-86171802021-12-10 Risk-stratification of febrile African children at risk of sepsis using sTREM-1 as basis for a rapid triage test Leligdowicz, Aleksandra Conroy, Andrea L. Hawkes, Michael Richard-Greenblatt, Melissa Zhong, Kathleen Opoka, Robert O. Namasopo, Sophie Bell, David Liles, W. Conrad da Costa, Bruno R. Jüni, Peter Kain, Kevin C. Nat Commun Article Identifying febrile children at risk of sepsis in low-resource settings can improve survival, but recognition triage tools are lacking. Here we test the hypothesis that measuring circulating markers of immune and endothelial activation may identify children with sepsis at risk of all-cause mortality. In a prospective cohort study of 2,502 children in Uganda, we show that Soluble Triggering Receptor Expressed on Myeloid cells-1 (sTREM-1) measured at first clinical presentation, had high predictive accuracy for subsequent in-hospital mortality. sTREM-1 had the best performance, versus 10 other markers, with an AUROC for discriminating children at risk of death of 0.893 in derivation (95% CI 0.843–0.944) and 0.901 in validation (95% CI 0.856–0.947) cohort. sTREM-1 cutoffs corresponding to a negative likelihood ratio (LR) of 0.10 and a positive LR of 10 classified children into low (1,306 children, 53.1%), intermediate (942, 38.3%) and high (212, 8.6%) risk zones. The estimated incidence of death was 0.5%, 3.9%, and 31.8%, respectively, suggesting sTREM-1 could be used to risk-stratify febrile children. These findings do not attempt to derive a risk prediction model, but rather define sTREM-1 cutoffs as the basis for rapid triage test for all cause fever syndromes in children in low-resource settings. Nature Publishing Group UK 2021-11-25 /pmc/articles/PMC8617180/ /pubmed/34824252 http://dx.doi.org/10.1038/s41467-021-27215-6 Text en © The Author(s) 2021 https://creativecommons.org/licenses/by/4.0/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/ (https://creativecommons.org/licenses/by/4.0/) . |
spellingShingle | Article Leligdowicz, Aleksandra Conroy, Andrea L. Hawkes, Michael Richard-Greenblatt, Melissa Zhong, Kathleen Opoka, Robert O. Namasopo, Sophie Bell, David Liles, W. Conrad da Costa, Bruno R. Jüni, Peter Kain, Kevin C. Risk-stratification of febrile African children at risk of sepsis using sTREM-1 as basis for a rapid triage test |
title | Risk-stratification of febrile African children at risk of sepsis using sTREM-1 as basis for a rapid triage test |
title_full | Risk-stratification of febrile African children at risk of sepsis using sTREM-1 as basis for a rapid triage test |
title_fullStr | Risk-stratification of febrile African children at risk of sepsis using sTREM-1 as basis for a rapid triage test |
title_full_unstemmed | Risk-stratification of febrile African children at risk of sepsis using sTREM-1 as basis for a rapid triage test |
title_short | Risk-stratification of febrile African children at risk of sepsis using sTREM-1 as basis for a rapid triage test |
title_sort | risk-stratification of febrile african children at risk of sepsis using strem-1 as basis for a rapid triage test |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8617180/ https://www.ncbi.nlm.nih.gov/pubmed/34824252 http://dx.doi.org/10.1038/s41467-021-27215-6 |
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