C-reactive protein, procalcitonin, D-dimer, and ferritin in severe coronavirus disease-2019: a meta-analysis

Background: Patients critically ill with coronavirus disease-2019 (COVID-19) feature hyperinflammation, and the associated biomarkers may be beneficial for risk stratification. We aimed to investigate the association between several biomarkers, including serum C-reactive protein (CRP), procalcitonin...

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Main Authors: Ian Huang, Raymond Pranata, Michael Anthonius Lim, Amaylia Oehadian, Bachti Alisjahbana
Format: Article
Language:English
Published: SAGE Publishing 2020-06-01
Series:Therapeutic Advances in Respiratory Disease
Online Access:https://doi.org/10.1177/1753466620937175
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spelling doaj-417ff30d68f54ac288de0a22a5c3645a2020-11-25T03:39:12ZengSAGE PublishingTherapeutic Advances in Respiratory Disease1753-46662020-06-011410.1177/1753466620937175C-reactive protein, procalcitonin, D-dimer, and ferritin in severe coronavirus disease-2019: a meta-analysisIan HuangRaymond PranataMichael Anthonius LimAmaylia OehadianBachti AlisjahbanaBackground: Patients critically ill with coronavirus disease-2019 (COVID-19) feature hyperinflammation, and the associated biomarkers may be beneficial for risk stratification. We aimed to investigate the association between several biomarkers, including serum C-reactive protein (CRP), procalcitonin (PCT), D-dimer, and serum ferritin, and COVID-19 severity. Methods: We performed a comprehensive systematic literature search through electronic databases. The outcome of interest for this study was the composite poor outcome, which comprises mortality, acute respiratory distress syndrome, need for care in an intensive care unit, and severe COVID-19. Results: A total of 5350 patients were pooled from 25 studies. Elevated CRP was associated with an increased composite poor outcome [risk ratio (RR) 1.84 (1.45, 2.33), p  < 0.001; I 2 : 96%] and its severe COVID-19 (RR 1.41; I 2 : 93%) subgroup. A CRP ⩾10 mg/L has a 51% sensitivity, 88% specificity, likelihood ratio (LR) + of 4.1, LR- of 0.5, and an area under curve (AUC) of 0.84. An elevated PCT was associated with an increased composite poor outcome [RR 3.92 (2.42, 6.35), p  < 0.001; I 2 : 85%] and its mortality (RR 6.26; I 2 : 96%) and severe COVID-19 (RR 3.93; I 2 : 63%) subgroups. A PCT ⩾0.5 ng/ml has an 88% sensitivity, 68% specificity, LR+ of 2.7, LR- of 0.2, and an AUC of 0.88. An elevated D-dimer was associated with an increased composite poor outcome [RR 2.93 (2.14, 4.01), p  < 0.001; I 2 : 77%], including its mortality (RR 4.15; I 2 : 83%) and severe COVID-19 (RR 2.42; I 2 : 58%) subgroups. A D-dimer >0.5 mg/L has a 58% sensitivity, 69% specificity, LR+ of 1.8, LR- of 0.6, and an AUC of 0.69. Patients with a composite poor outcome had a higher serum ferritin with a standardized mean difference of 0.90 (0.64, 1.15), p  < 0.0001; I 2 : 76%. Conclusion: This meta-analysis showed that an elevated serum CRP, PCT, D-dimer, and ferritin were associated with a poor outcome in COVID-19. The reviews of this paper are available via the supplemental material section.https://doi.org/10.1177/1753466620937175
collection DOAJ
language English
format Article
sources DOAJ
author Ian Huang
Raymond Pranata
Michael Anthonius Lim
Amaylia Oehadian
Bachti Alisjahbana
spellingShingle Ian Huang
Raymond Pranata
Michael Anthonius Lim
Amaylia Oehadian
Bachti Alisjahbana
C-reactive protein, procalcitonin, D-dimer, and ferritin in severe coronavirus disease-2019: a meta-analysis
Therapeutic Advances in Respiratory Disease
author_facet Ian Huang
Raymond Pranata
Michael Anthonius Lim
Amaylia Oehadian
Bachti Alisjahbana
author_sort Ian Huang
title C-reactive protein, procalcitonin, D-dimer, and ferritin in severe coronavirus disease-2019: a meta-analysis
title_short C-reactive protein, procalcitonin, D-dimer, and ferritin in severe coronavirus disease-2019: a meta-analysis
title_full C-reactive protein, procalcitonin, D-dimer, and ferritin in severe coronavirus disease-2019: a meta-analysis
title_fullStr C-reactive protein, procalcitonin, D-dimer, and ferritin in severe coronavirus disease-2019: a meta-analysis
title_full_unstemmed C-reactive protein, procalcitonin, D-dimer, and ferritin in severe coronavirus disease-2019: a meta-analysis
title_sort c-reactive protein, procalcitonin, d-dimer, and ferritin in severe coronavirus disease-2019: a meta-analysis
publisher SAGE Publishing
series Therapeutic Advances in Respiratory Disease
issn 1753-4666
publishDate 2020-06-01
description Background: Patients critically ill with coronavirus disease-2019 (COVID-19) feature hyperinflammation, and the associated biomarkers may be beneficial for risk stratification. We aimed to investigate the association between several biomarkers, including serum C-reactive protein (CRP), procalcitonin (PCT), D-dimer, and serum ferritin, and COVID-19 severity. Methods: We performed a comprehensive systematic literature search through electronic databases. The outcome of interest for this study was the composite poor outcome, which comprises mortality, acute respiratory distress syndrome, need for care in an intensive care unit, and severe COVID-19. Results: A total of 5350 patients were pooled from 25 studies. Elevated CRP was associated with an increased composite poor outcome [risk ratio (RR) 1.84 (1.45, 2.33), p  < 0.001; I 2 : 96%] and its severe COVID-19 (RR 1.41; I 2 : 93%) subgroup. A CRP ⩾10 mg/L has a 51% sensitivity, 88% specificity, likelihood ratio (LR) + of 4.1, LR- of 0.5, and an area under curve (AUC) of 0.84. An elevated PCT was associated with an increased composite poor outcome [RR 3.92 (2.42, 6.35), p  < 0.001; I 2 : 85%] and its mortality (RR 6.26; I 2 : 96%) and severe COVID-19 (RR 3.93; I 2 : 63%) subgroups. A PCT ⩾0.5 ng/ml has an 88% sensitivity, 68% specificity, LR+ of 2.7, LR- of 0.2, and an AUC of 0.88. An elevated D-dimer was associated with an increased composite poor outcome [RR 2.93 (2.14, 4.01), p  < 0.001; I 2 : 77%], including its mortality (RR 4.15; I 2 : 83%) and severe COVID-19 (RR 2.42; I 2 : 58%) subgroups. A D-dimer >0.5 mg/L has a 58% sensitivity, 69% specificity, LR+ of 1.8, LR- of 0.6, and an AUC of 0.69. Patients with a composite poor outcome had a higher serum ferritin with a standardized mean difference of 0.90 (0.64, 1.15), p  < 0.0001; I 2 : 76%. Conclusion: This meta-analysis showed that an elevated serum CRP, PCT, D-dimer, and ferritin were associated with a poor outcome in COVID-19. The reviews of this paper are available via the supplemental material section.
url https://doi.org/10.1177/1753466620937175
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