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A qPCR expression assay of IFI44L gene differentiates viral from bacterial infections in febrile children

The diagnosis of bacterial infections in hospital settings is currently performed using bacterial culture from sterile site, but they are lengthy and limited. Transcriptomic biomarkers are becoming promising tools for diagnosis with potential applicability in clinical settings. We evaluated a RT-qPC...

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Autores principales: Gómez-Carballa, Alberto, Cebey-López, Miriam, Pardo-Seco, Jacobo, Barral-Arca, Ruth, Rivero-Calle, Irene, Pischedda, Sara, Currás-Tuala, María José, Gómez-Rial, José, Barros, Francisco, Martinón-Torres, Federico, Salas, Antonio
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6692396/
https://www.ncbi.nlm.nih.gov/pubmed/31409879
http://dx.doi.org/10.1038/s41598-019-48162-9
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author Gómez-Carballa, Alberto
Cebey-López, Miriam
Pardo-Seco, Jacobo
Barral-Arca, Ruth
Rivero-Calle, Irene
Pischedda, Sara
Currás-Tuala, María José
Gómez-Rial, José
Barros, Francisco
Martinón-Torres, Federico
Salas, Antonio
author_facet Gómez-Carballa, Alberto
Cebey-López, Miriam
Pardo-Seco, Jacobo
Barral-Arca, Ruth
Rivero-Calle, Irene
Pischedda, Sara
Currás-Tuala, María José
Gómez-Rial, José
Barros, Francisco
Martinón-Torres, Federico
Salas, Antonio
author_sort Gómez-Carballa, Alberto
collection PubMed
description The diagnosis of bacterial infections in hospital settings is currently performed using bacterial culture from sterile site, but they are lengthy and limited. Transcriptomic biomarkers are becoming promising tools for diagnosis with potential applicability in clinical settings. We evaluated a RT-qPCR assay for a 2-transcript host expression signature (FAM89A and IFI44L genes) inferred from microarray data that allow to differentiate between viral and bacterial infection in febrile children. This assay was able to discriminate viral from bacterial infections (P-value = 1.04 × 10(−4); AUC = 92.2%; sensitivity = 90.9%; specificity = 85.7%) and showed very high reproducibility regardless of the reference gene(s) used to normalize the data. Unexpectedly, the monogenic IFI44L expression signature yielded better results than those obtained from the 2-transcript test (P-value = 3.59 × 10(−5); AUC = 94.1%; sensitivity = 90.9%; specificity = 92.8%). We validated this IFI44L signature in previously published microarray and whole-transcriptome data from patients affected by different types of viral and bacterial infections, confirming that this gene alone differentiates between both groups, thus saving time, effort, and costs. Herein, we demonstrate that host expression microarray data can be successfully translated into a fast, highly accurate and relatively inexpensive in vitro assay that could be implemented in the clinical routine.
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spelling pubmed-66923962019-08-19 A qPCR expression assay of IFI44L gene differentiates viral from bacterial infections in febrile children Gómez-Carballa, Alberto Cebey-López, Miriam Pardo-Seco, Jacobo Barral-Arca, Ruth Rivero-Calle, Irene Pischedda, Sara Currás-Tuala, María José Gómez-Rial, José Barros, Francisco Martinón-Torres, Federico Salas, Antonio Sci Rep Article The diagnosis of bacterial infections in hospital settings is currently performed using bacterial culture from sterile site, but they are lengthy and limited. Transcriptomic biomarkers are becoming promising tools for diagnosis with potential applicability in clinical settings. We evaluated a RT-qPCR assay for a 2-transcript host expression signature (FAM89A and IFI44L genes) inferred from microarray data that allow to differentiate between viral and bacterial infection in febrile children. This assay was able to discriminate viral from bacterial infections (P-value = 1.04 × 10(−4); AUC = 92.2%; sensitivity = 90.9%; specificity = 85.7%) and showed very high reproducibility regardless of the reference gene(s) used to normalize the data. Unexpectedly, the monogenic IFI44L expression signature yielded better results than those obtained from the 2-transcript test (P-value = 3.59 × 10(−5); AUC = 94.1%; sensitivity = 90.9%; specificity = 92.8%). We validated this IFI44L signature in previously published microarray and whole-transcriptome data from patients affected by different types of viral and bacterial infections, confirming that this gene alone differentiates between both groups, thus saving time, effort, and costs. Herein, we demonstrate that host expression microarray data can be successfully translated into a fast, highly accurate and relatively inexpensive in vitro assay that could be implemented in the clinical routine. Nature Publishing Group UK 2019-08-13 /pmc/articles/PMC6692396/ /pubmed/31409879 http://dx.doi.org/10.1038/s41598-019-48162-9 Text en © The Author(s) 2019 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
Gómez-Carballa, Alberto
Cebey-López, Miriam
Pardo-Seco, Jacobo
Barral-Arca, Ruth
Rivero-Calle, Irene
Pischedda, Sara
Currás-Tuala, María José
Gómez-Rial, José
Barros, Francisco
Martinón-Torres, Federico
Salas, Antonio
A qPCR expression assay of IFI44L gene differentiates viral from bacterial infections in febrile children
title A qPCR expression assay of IFI44L gene differentiates viral from bacterial infections in febrile children
title_full A qPCR expression assay of IFI44L gene differentiates viral from bacterial infections in febrile children
title_fullStr A qPCR expression assay of IFI44L gene differentiates viral from bacterial infections in febrile children
title_full_unstemmed A qPCR expression assay of IFI44L gene differentiates viral from bacterial infections in febrile children
title_short A qPCR expression assay of IFI44L gene differentiates viral from bacterial infections in febrile children
title_sort qpcr expression assay of ifi44l gene differentiates viral from bacterial infections in febrile children
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6692396/
https://www.ncbi.nlm.nih.gov/pubmed/31409879
http://dx.doi.org/10.1038/s41598-019-48162-9
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