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Point-of-care prognostication in moderate Covid-19: Analytical validation and prognostic accuracy of a soluble urokinase plasminogen activator receptor (suPAR) rapid test

The soluble urokinase plasminogen activator receptor (suPAR) has been proposed as a biomarker for risk stratification of patients presenting with acute infections. However, most studies evaluating suPAR have used platform-based assays, the accuracy of which may differ from point-of-care tests capabl...

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Autores principales: Chandna, Arjun, Mahajan, Raman, Gautam, Priyanka, Mwandigha, Lazaro, Dittrich, Sabine, Kumar, Vikash, Osborn, Jennifer, Kumar, Pragya, Koshiaris, Constantinos, Varghese, George M., Lubell, Yoel, Burza, Sakib
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10441780/
https://www.ncbi.nlm.nih.gov/pubmed/37603548
http://dx.doi.org/10.1371/journal.pgph.0001538
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author Chandna, Arjun
Mahajan, Raman
Gautam, Priyanka
Mwandigha, Lazaro
Dittrich, Sabine
Kumar, Vikash
Osborn, Jennifer
Kumar, Pragya
Koshiaris, Constantinos
Varghese, George M.
Lubell, Yoel
Burza, Sakib
author_facet Chandna, Arjun
Mahajan, Raman
Gautam, Priyanka
Mwandigha, Lazaro
Dittrich, Sabine
Kumar, Vikash
Osborn, Jennifer
Kumar, Pragya
Koshiaris, Constantinos
Varghese, George M.
Lubell, Yoel
Burza, Sakib
author_sort Chandna, Arjun
collection PubMed
description The soluble urokinase plasminogen activator receptor (suPAR) has been proposed as a biomarker for risk stratification of patients presenting with acute infections. However, most studies evaluating suPAR have used platform-based assays, the accuracy of which may differ from point-of-care tests capable of informing timely triage in settings without established laboratory capacity. Using samples and data collected during a prospective cohort study of 425 patients presenting with moderate Covid-19 to two hospitals in India, we evaluated the analytical performance and prognostic accuracy of a commercially-available rapid diagnostic test (RDT) for suPAR, using an enzyme-linked immunosorbent assay (ELISA) as the reference standard. Our hypothesis was that the suPAR RDT might be useful for triage of patients presenting with moderate Covid-19 irrespective of its analytical performance when compared with the reference test. Although agreement between the two tests was limited (bias = -2.46 ng/mL [95% CI = -2.65 to -2.27 ng/mL]), prognostic accuracy to predict supplemental oxygen requirement was comparable, whether suPAR was used alone (area under the receiver operating characteristic curve [AUC] of RDT = 0.73 [95% CI = 0.68 to 0.79] vs. AUC of ELISA = 0.70 [95% CI = 0.63 to 0.76]; p = 0.12) or as part of a published multivariable prediction model (AUC of RDT-based model = 0.74 [95% CI = 0.66 to 0.83] vs. AUC of ELISA-based model = 0.72 [95% CI = 0.64 to 0.81]; p = 0.78). Lack of agreement between the RDT and ELISA in our cohort warrants further investigation and highlights the importance of assessing candidate point-of-care tests to ensure management algorithms reflect the assay that will ultimately be used to inform patient care. Availability of a quantitative point-of-care test for suPAR opens the door to suPAR-guided risk stratification of patients with Covid-19 and other acute infections in settings with limited laboratory capacity.
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spelling pubmed-104417802023-08-22 Point-of-care prognostication in moderate Covid-19: Analytical validation and prognostic accuracy of a soluble urokinase plasminogen activator receptor (suPAR) rapid test Chandna, Arjun Mahajan, Raman Gautam, Priyanka Mwandigha, Lazaro Dittrich, Sabine Kumar, Vikash Osborn, Jennifer Kumar, Pragya Koshiaris, Constantinos Varghese, George M. Lubell, Yoel Burza, Sakib PLOS Glob Public Health Research Article The soluble urokinase plasminogen activator receptor (suPAR) has been proposed as a biomarker for risk stratification of patients presenting with acute infections. However, most studies evaluating suPAR have used platform-based assays, the accuracy of which may differ from point-of-care tests capable of informing timely triage in settings without established laboratory capacity. Using samples and data collected during a prospective cohort study of 425 patients presenting with moderate Covid-19 to two hospitals in India, we evaluated the analytical performance and prognostic accuracy of a commercially-available rapid diagnostic test (RDT) for suPAR, using an enzyme-linked immunosorbent assay (ELISA) as the reference standard. Our hypothesis was that the suPAR RDT might be useful for triage of patients presenting with moderate Covid-19 irrespective of its analytical performance when compared with the reference test. Although agreement between the two tests was limited (bias = -2.46 ng/mL [95% CI = -2.65 to -2.27 ng/mL]), prognostic accuracy to predict supplemental oxygen requirement was comparable, whether suPAR was used alone (area under the receiver operating characteristic curve [AUC] of RDT = 0.73 [95% CI = 0.68 to 0.79] vs. AUC of ELISA = 0.70 [95% CI = 0.63 to 0.76]; p = 0.12) or as part of a published multivariable prediction model (AUC of RDT-based model = 0.74 [95% CI = 0.66 to 0.83] vs. AUC of ELISA-based model = 0.72 [95% CI = 0.64 to 0.81]; p = 0.78). Lack of agreement between the RDT and ELISA in our cohort warrants further investigation and highlights the importance of assessing candidate point-of-care tests to ensure management algorithms reflect the assay that will ultimately be used to inform patient care. Availability of a quantitative point-of-care test for suPAR opens the door to suPAR-guided risk stratification of patients with Covid-19 and other acute infections in settings with limited laboratory capacity. Public Library of Science 2023-08-21 /pmc/articles/PMC10441780/ /pubmed/37603548 http://dx.doi.org/10.1371/journal.pgph.0001538 Text en © 2023 Chandna 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
Chandna, Arjun
Mahajan, Raman
Gautam, Priyanka
Mwandigha, Lazaro
Dittrich, Sabine
Kumar, Vikash
Osborn, Jennifer
Kumar, Pragya
Koshiaris, Constantinos
Varghese, George M.
Lubell, Yoel
Burza, Sakib
Point-of-care prognostication in moderate Covid-19: Analytical validation and prognostic accuracy of a soluble urokinase plasminogen activator receptor (suPAR) rapid test
title Point-of-care prognostication in moderate Covid-19: Analytical validation and prognostic accuracy of a soluble urokinase plasminogen activator receptor (suPAR) rapid test
title_full Point-of-care prognostication in moderate Covid-19: Analytical validation and prognostic accuracy of a soluble urokinase plasminogen activator receptor (suPAR) rapid test
title_fullStr Point-of-care prognostication in moderate Covid-19: Analytical validation and prognostic accuracy of a soluble urokinase plasminogen activator receptor (suPAR) rapid test
title_full_unstemmed Point-of-care prognostication in moderate Covid-19: Analytical validation and prognostic accuracy of a soluble urokinase plasminogen activator receptor (suPAR) rapid test
title_short Point-of-care prognostication in moderate Covid-19: Analytical validation and prognostic accuracy of a soluble urokinase plasminogen activator receptor (suPAR) rapid test
title_sort point-of-care prognostication in moderate covid-19: analytical validation and prognostic accuracy of a soluble urokinase plasminogen activator receptor (supar) rapid test
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10441780/
https://www.ncbi.nlm.nih.gov/pubmed/37603548
http://dx.doi.org/10.1371/journal.pgph.0001538
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