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Host biomarkers and combinatorial scores for the detection of serious and invasive bacterial infection in pediatric patients with fever without source
BACKGROUND: Improved tools are required to detect bacterial infection in children with fever without source (FWS), especially when younger than 3 years old. The aim of the present study was to investigate the diagnostic accuracy of a host signature combining for the first time two viral-induced biom...
Autores principales: | , , , , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Public Library of Science
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10642781/ https://www.ncbi.nlm.nih.gov/pubmed/37956117 http://dx.doi.org/10.1371/journal.pone.0294032 |
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author | Lacroix, Laurence Papis, Sebastien Mardegan, Chiara Luterbacher, Fanny L’Huillier, Arnaud Sahyoun, Cyril Keitel, Kristina Mastboim, Niv Etshtein, Liat Shani, Liran Simon, Einav Barash, Eran Navon, Roy Gottlieb, Tanya M. Oved, Kfir Eden, Eran Combescure, Christophe Galetto-Lacour, Annick Gervaix, Alain |
author_facet | Lacroix, Laurence Papis, Sebastien Mardegan, Chiara Luterbacher, Fanny L’Huillier, Arnaud Sahyoun, Cyril Keitel, Kristina Mastboim, Niv Etshtein, Liat Shani, Liran Simon, Einav Barash, Eran Navon, Roy Gottlieb, Tanya M. Oved, Kfir Eden, Eran Combescure, Christophe Galetto-Lacour, Annick Gervaix, Alain |
author_sort | Lacroix, Laurence |
collection | PubMed |
description | BACKGROUND: Improved tools are required to detect bacterial infection in children with fever without source (FWS), especially when younger than 3 years old. The aim of the present study was to investigate the diagnostic accuracy of a host signature combining for the first time two viral-induced biomarkers, tumor necrosis factor-related apoptosis-inducing ligand (TRAIL) and interferon γ-induced protein-10 (IP-10), with a bacterial-induced one, C-reactive protein (CRP), to reliably predict bacterial infection in children with fever without source (FWS) and to compare its performance to routine individual biomarkers (CRP, procalcitonin (PCT), white blood cell and absolute neutrophil counts, TRAIL, and IP-10) and to the Labscore. METHODS: This was a prospective diagnostic accuracy study conducted in a single tertiary center in children aged less than 3 years old presenting with FWS. Reference standard etiology (bacterial or viral) was assigned by a panel of three independent experts. Diagnostic accuracy (AUC, sensitivity, specificity) of host individual biomarkers and combinatorial scores was evaluated in comparison to reference standard outcomes (expert panel adjudication and microbiological diagnosis). RESULTS: 241 patients were included. 68 of them (28%) were diagnosed with a bacterial infection and 5 (2%) with invasive bacterial infection (IBI). Labscore, ImmunoXpert, and CRP attained the highest AUC values for the detection of bacterial infection, respectively 0.854 (0.804–0.905), 0.827 (0.764–0.890), and 0.807 (0.744–0.869). Labscore and ImmunoXpert outperformed the other single biomarkers with higher sensitivity and/or specificity and showed comparable performance to one another although slightly reduced sensitivity in children < 90 days of age. CONCLUSION: Labscore and ImmunoXpert demonstrate high diagnostic accuracy for safely discriminating bacterial infection in children with FWS aged under and over 90 days, supporting their adoption in the assessment of febrile patients. |
format | Online Article Text |
id | pubmed-10642781 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
spelling | pubmed-106427812023-11-14 Host biomarkers and combinatorial scores for the detection of serious and invasive bacterial infection in pediatric patients with fever without source Lacroix, Laurence Papis, Sebastien Mardegan, Chiara Luterbacher, Fanny L’Huillier, Arnaud Sahyoun, Cyril Keitel, Kristina Mastboim, Niv Etshtein, Liat Shani, Liran Simon, Einav Barash, Eran Navon, Roy Gottlieb, Tanya M. Oved, Kfir Eden, Eran Combescure, Christophe Galetto-Lacour, Annick Gervaix, Alain PLoS One Research Article BACKGROUND: Improved tools are required to detect bacterial infection in children with fever without source (FWS), especially when younger than 3 years old. The aim of the present study was to investigate the diagnostic accuracy of a host signature combining for the first time two viral-induced biomarkers, tumor necrosis factor-related apoptosis-inducing ligand (TRAIL) and interferon γ-induced protein-10 (IP-10), with a bacterial-induced one, C-reactive protein (CRP), to reliably predict bacterial infection in children with fever without source (FWS) and to compare its performance to routine individual biomarkers (CRP, procalcitonin (PCT), white blood cell and absolute neutrophil counts, TRAIL, and IP-10) and to the Labscore. METHODS: This was a prospective diagnostic accuracy study conducted in a single tertiary center in children aged less than 3 years old presenting with FWS. Reference standard etiology (bacterial or viral) was assigned by a panel of three independent experts. Diagnostic accuracy (AUC, sensitivity, specificity) of host individual biomarkers and combinatorial scores was evaluated in comparison to reference standard outcomes (expert panel adjudication and microbiological diagnosis). RESULTS: 241 patients were included. 68 of them (28%) were diagnosed with a bacterial infection and 5 (2%) with invasive bacterial infection (IBI). Labscore, ImmunoXpert, and CRP attained the highest AUC values for the detection of bacterial infection, respectively 0.854 (0.804–0.905), 0.827 (0.764–0.890), and 0.807 (0.744–0.869). Labscore and ImmunoXpert outperformed the other single biomarkers with higher sensitivity and/or specificity and showed comparable performance to one another although slightly reduced sensitivity in children < 90 days of age. CONCLUSION: Labscore and ImmunoXpert demonstrate high diagnostic accuracy for safely discriminating bacterial infection in children with FWS aged under and over 90 days, supporting their adoption in the assessment of febrile patients. Public Library of Science 2023-11-13 /pmc/articles/PMC10642781/ /pubmed/37956117 http://dx.doi.org/10.1371/journal.pone.0294032 Text en © 2023 Lacroix 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 Lacroix, Laurence Papis, Sebastien Mardegan, Chiara Luterbacher, Fanny L’Huillier, Arnaud Sahyoun, Cyril Keitel, Kristina Mastboim, Niv Etshtein, Liat Shani, Liran Simon, Einav Barash, Eran Navon, Roy Gottlieb, Tanya M. Oved, Kfir Eden, Eran Combescure, Christophe Galetto-Lacour, Annick Gervaix, Alain Host biomarkers and combinatorial scores for the detection of serious and invasive bacterial infection in pediatric patients with fever without source |
title | Host biomarkers and combinatorial scores for the detection of serious and invasive bacterial infection in pediatric patients with fever without source |
title_full | Host biomarkers and combinatorial scores for the detection of serious and invasive bacterial infection in pediatric patients with fever without source |
title_fullStr | Host biomarkers and combinatorial scores for the detection of serious and invasive bacterial infection in pediatric patients with fever without source |
title_full_unstemmed | Host biomarkers and combinatorial scores for the detection of serious and invasive bacterial infection in pediatric patients with fever without source |
title_short | Host biomarkers and combinatorial scores for the detection of serious and invasive bacterial infection in pediatric patients with fever without source |
title_sort | host biomarkers and combinatorial scores for the detection of serious and invasive bacterial infection in pediatric patients with fever without source |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10642781/ https://www.ncbi.nlm.nih.gov/pubmed/37956117 http://dx.doi.org/10.1371/journal.pone.0294032 |
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