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A 29-mRNA host response test from blood accurately distinguishes bacterial and viral infections among emergency department patients
BACKGROUND: Whether or not to administer antibiotics is a common and challenging clinical decision in patients with suspected infections presenting to the emergency department (ED). We prospectively validate InSep, a 29-mRNA blood-based host response test for the prediction of bacterial and viral in...
Autores principales: | , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Springer International Publishing
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8211458/ https://www.ncbi.nlm.nih.gov/pubmed/34142256 http://dx.doi.org/10.1186/s40635-021-00394-8 |
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author | Safarika, Asimina Wacker, James W. Katsaros, Konstantinos Solomonidi, Nicky Giannikopoulos, George Kotsaki, Antigone Koutelidakis, Ioannis M. Coyle, Sabrina M. Cheng, Henry K. Liesenfeld, Oliver Sweeney, Timothy E. Giamarellos-Bourboulis, Evangelos J. |
author_facet | Safarika, Asimina Wacker, James W. Katsaros, Konstantinos Solomonidi, Nicky Giannikopoulos, George Kotsaki, Antigone Koutelidakis, Ioannis M. Coyle, Sabrina M. Cheng, Henry K. Liesenfeld, Oliver Sweeney, Timothy E. Giamarellos-Bourboulis, Evangelos J. |
author_sort | Safarika, Asimina |
collection | PubMed |
description | BACKGROUND: Whether or not to administer antibiotics is a common and challenging clinical decision in patients with suspected infections presenting to the emergency department (ED). We prospectively validate InSep, a 29-mRNA blood-based host response test for the prediction of bacterial and viral infections. METHODS: The PROMPT trial is a prospective, non-interventional, multi-center clinical study that enrolled 397 adult patients presenting to the ED with signs of acute infection and at least one vital sign change. The infection status was adjudicated using chart review (including a syndromic molecular respiratory panel, procalcitonin and C-reactive protein) by three infectious disease physicians blinded to InSep results. InSep (version BVN-2) was performed using PAXgene Blood RNA processed and quantified on NanoString nCounter SPRINT. InSep results (likelihood of bacterial and viral infection) were compared to the adjudicated infection status. RESULTS: Subject mean age was 64 years, comorbidities were significant for diabetes (17.1%), chronic obstructive pulmonary disease (13.6%), and severe neurological disease (6.8%); 16.9% of subjects were immunocompromised. Infections were adjudicated as bacterial (14.1%), viral (11.3%) and noninfected (0.25%): 74.1% of subjects were adjudicated as indeterminate. InSep distinguished bacterial vs. viral/noninfected patients and viral vs. bacterial/noninfected patients using consensus adjudication with AUROCs of 0.94 (95% CI 0.90–0.99) and 0.90 (95% CI 0.83–0.96), respectively. AUROCs for bacterial vs. viral/noninfected patients were 0.88 (95% CI 0.79–0.96) for PCT, 0.80 (95% CI 0.72–89) for CRP and 0.78 (95% CI 0.69–0.87) for white blood cell counts (of note, the latter biomarkers were provided as part of clinical adjudication). To enable clinical actionability, InSep incorporates score cutoffs to allocate patients into interpretation bands. The Very Likely (rule in) InSep bacterial band showed a specificity of 98% compared to 94% for the corresponding PCT band (> 0.5 µg/L); the Very Unlikely (rule-out) band showed a sensitivity of 95% for InSep compared to 86% for PCT. For the detection of viral infections, InSep demonstrated a specificity of 93% for the Very Likely band (rule in) and a sensitivity of 96% for the Very Unlikely band (rule out). CONCLUSIONS: InSep demonstrated high accuracy for predicting the presence of both bacterial and viral infections in ED patients with suspected acute infections or suspected sepsis. When translated into a rapid, point-of-care test, InSep will provide ED physicians with actionable results supporting early informed treatment decisions to improve patient outcomes while upholding antimicrobial stewardship. Registration number at Clinicaltrials.gov NCT 03295825. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s40635-021-00394-8. |
format | Online Article Text |
id | pubmed-8211458 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Springer International Publishing |
record_format | MEDLINE/PubMed |
spelling | pubmed-82114582021-06-21 A 29-mRNA host response test from blood accurately distinguishes bacterial and viral infections among emergency department patients Safarika, Asimina Wacker, James W. Katsaros, Konstantinos Solomonidi, Nicky Giannikopoulos, George Kotsaki, Antigone Koutelidakis, Ioannis M. Coyle, Sabrina M. Cheng, Henry K. Liesenfeld, Oliver Sweeney, Timothy E. Giamarellos-Bourboulis, Evangelos J. Intensive Care Med Exp Research Articles BACKGROUND: Whether or not to administer antibiotics is a common and challenging clinical decision in patients with suspected infections presenting to the emergency department (ED). We prospectively validate InSep, a 29-mRNA blood-based host response test for the prediction of bacterial and viral infections. METHODS: The PROMPT trial is a prospective, non-interventional, multi-center clinical study that enrolled 397 adult patients presenting to the ED with signs of acute infection and at least one vital sign change. The infection status was adjudicated using chart review (including a syndromic molecular respiratory panel, procalcitonin and C-reactive protein) by three infectious disease physicians blinded to InSep results. InSep (version BVN-2) was performed using PAXgene Blood RNA processed and quantified on NanoString nCounter SPRINT. InSep results (likelihood of bacterial and viral infection) were compared to the adjudicated infection status. RESULTS: Subject mean age was 64 years, comorbidities were significant for diabetes (17.1%), chronic obstructive pulmonary disease (13.6%), and severe neurological disease (6.8%); 16.9% of subjects were immunocompromised. Infections were adjudicated as bacterial (14.1%), viral (11.3%) and noninfected (0.25%): 74.1% of subjects were adjudicated as indeterminate. InSep distinguished bacterial vs. viral/noninfected patients and viral vs. bacterial/noninfected patients using consensus adjudication with AUROCs of 0.94 (95% CI 0.90–0.99) and 0.90 (95% CI 0.83–0.96), respectively. AUROCs for bacterial vs. viral/noninfected patients were 0.88 (95% CI 0.79–0.96) for PCT, 0.80 (95% CI 0.72–89) for CRP and 0.78 (95% CI 0.69–0.87) for white blood cell counts (of note, the latter biomarkers were provided as part of clinical adjudication). To enable clinical actionability, InSep incorporates score cutoffs to allocate patients into interpretation bands. The Very Likely (rule in) InSep bacterial band showed a specificity of 98% compared to 94% for the corresponding PCT band (> 0.5 µg/L); the Very Unlikely (rule-out) band showed a sensitivity of 95% for InSep compared to 86% for PCT. For the detection of viral infections, InSep demonstrated a specificity of 93% for the Very Likely band (rule in) and a sensitivity of 96% for the Very Unlikely band (rule out). CONCLUSIONS: InSep demonstrated high accuracy for predicting the presence of both bacterial and viral infections in ED patients with suspected acute infections or suspected sepsis. When translated into a rapid, point-of-care test, InSep will provide ED physicians with actionable results supporting early informed treatment decisions to improve patient outcomes while upholding antimicrobial stewardship. Registration number at Clinicaltrials.gov NCT 03295825. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s40635-021-00394-8. Springer International Publishing 2021-06-18 /pmc/articles/PMC8211458/ /pubmed/34142256 http://dx.doi.org/10.1186/s40635-021-00394-8 Text en © The Author(s) 2021 https://creativecommons.org/licenses/by/4.0/Open AccessThis 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 licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence 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 licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . |
spellingShingle | Research Articles Safarika, Asimina Wacker, James W. Katsaros, Konstantinos Solomonidi, Nicky Giannikopoulos, George Kotsaki, Antigone Koutelidakis, Ioannis M. Coyle, Sabrina M. Cheng, Henry K. Liesenfeld, Oliver Sweeney, Timothy E. Giamarellos-Bourboulis, Evangelos J. A 29-mRNA host response test from blood accurately distinguishes bacterial and viral infections among emergency department patients |
title | A 29-mRNA host response test from blood accurately distinguishes bacterial and viral infections among emergency department patients |
title_full | A 29-mRNA host response test from blood accurately distinguishes bacterial and viral infections among emergency department patients |
title_fullStr | A 29-mRNA host response test from blood accurately distinguishes bacterial and viral infections among emergency department patients |
title_full_unstemmed | A 29-mRNA host response test from blood accurately distinguishes bacterial and viral infections among emergency department patients |
title_short | A 29-mRNA host response test from blood accurately distinguishes bacterial and viral infections among emergency department patients |
title_sort | 29-mrna host response test from blood accurately distinguishes bacterial and viral infections among emergency department patients |
topic | Research Articles |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8211458/ https://www.ncbi.nlm.nih.gov/pubmed/34142256 http://dx.doi.org/10.1186/s40635-021-00394-8 |
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