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Thrombocytopenia as a prognostic marker in COVID-19 patients: diagnostic test accuracy meta-analysis
This systematic review and meta-analysis aimed to evaluate thrombocytopenia as a prognostic biomarker in patients with coronavirus disease 2019 (COVID-19). We performed a systematic literature search using PubMed, Embase and EuropePMC. The main outcome was composite poor outcome, a composite of mort...
Autores principales: | , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Cambridge University Press
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7889844/ https://www.ncbi.nlm.nih.gov/pubmed/33509306 http://dx.doi.org/10.1017/S0950268821000236 |
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author | Pranata, Raymond Lim, Michael Anthonius Yonas, Emir Huang, Ian Nasution, Sally Aman Setiati, Siti Alwi, Idrus Kuswardhani, Raden Ayu Tuty |
author_facet | Pranata, Raymond Lim, Michael Anthonius Yonas, Emir Huang, Ian Nasution, Sally Aman Setiati, Siti Alwi, Idrus Kuswardhani, Raden Ayu Tuty |
author_sort | Pranata, Raymond |
collection | PubMed |
description | This systematic review and meta-analysis aimed to evaluate thrombocytopenia as a prognostic biomarker in patients with coronavirus disease 2019 (COVID-19). We performed a systematic literature search using PubMed, Embase and EuropePMC. The main outcome was composite poor outcome, a composite of mortality, severity, need for intensive care unit care and invasive mechanical ventilation. There were 8963 patients from 23 studies. Thrombocytopenia occurred in 18% of the patients. Male gender (P = 0.037) significantly reduce the incidence. Thrombocytopenia was associated with composite poor outcome (RR 1.90 (1.43–2.52), P < 0.001; I(2): 92.3%). Subgroup analysis showed that thrombocytopenia was associated with mortality (RR 2.34 (1.23–4.45), P < 0.001; I(2): 96.8%) and severity (RR 1.61 (1.33–1.96), P < 0.001; I(2): 62.4%). Subgroup analysis for cut-off <100 × 10(9)/l showed RR of 1.93 (1.37–2.72), P < 0.001; I(2): 83.2%). Thrombocytopenia had a sensitivity of 0.26 (0.18–0.36), specificity of 0.89 (0.84–0.92), positive likelihood ratio of 2.3 (1.6–3.2), negative likelihood ratio of 0.83 (0.75–0.93), diagnostic odds ratio of 3 (2, 4) and area under curve of 0.70 (0.66–0.74) for composite poor outcome. Meta-regression analysis showed that the association between thrombocytopenia and poor outcome did not vary significantly with age, male, lymphocyte, d-dimer, hypertension, diabetes and CKD. Fagan's nomogram showed that the posterior probability of poor outcome was 50% in patients with thrombocytopenia, and 26% in those without thrombocytopenia. The Deek's funnel plot was relatively symmetrical and the quantitative asymmetry test was non-significant (P = 0.14). This study indicates that thrombocytopenia was associated with poor outcome in patients with COVID-19. PROSPERO ID: CRD42020213974 |
format | Online Article Text |
id | pubmed-7889844 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Cambridge University Press |
record_format | MEDLINE/PubMed |
spelling | pubmed-78898442021-02-18 Thrombocytopenia as a prognostic marker in COVID-19 patients: diagnostic test accuracy meta-analysis Pranata, Raymond Lim, Michael Anthonius Yonas, Emir Huang, Ian Nasution, Sally Aman Setiati, Siti Alwi, Idrus Kuswardhani, Raden Ayu Tuty Epidemiol Infect Original Paper This systematic review and meta-analysis aimed to evaluate thrombocytopenia as a prognostic biomarker in patients with coronavirus disease 2019 (COVID-19). We performed a systematic literature search using PubMed, Embase and EuropePMC. The main outcome was composite poor outcome, a composite of mortality, severity, need for intensive care unit care and invasive mechanical ventilation. There were 8963 patients from 23 studies. Thrombocytopenia occurred in 18% of the patients. Male gender (P = 0.037) significantly reduce the incidence. Thrombocytopenia was associated with composite poor outcome (RR 1.90 (1.43–2.52), P < 0.001; I(2): 92.3%). Subgroup analysis showed that thrombocytopenia was associated with mortality (RR 2.34 (1.23–4.45), P < 0.001; I(2): 96.8%) and severity (RR 1.61 (1.33–1.96), P < 0.001; I(2): 62.4%). Subgroup analysis for cut-off <100 × 10(9)/l showed RR of 1.93 (1.37–2.72), P < 0.001; I(2): 83.2%). Thrombocytopenia had a sensitivity of 0.26 (0.18–0.36), specificity of 0.89 (0.84–0.92), positive likelihood ratio of 2.3 (1.6–3.2), negative likelihood ratio of 0.83 (0.75–0.93), diagnostic odds ratio of 3 (2, 4) and area under curve of 0.70 (0.66–0.74) for composite poor outcome. Meta-regression analysis showed that the association between thrombocytopenia and poor outcome did not vary significantly with age, male, lymphocyte, d-dimer, hypertension, diabetes and CKD. Fagan's nomogram showed that the posterior probability of poor outcome was 50% in patients with thrombocytopenia, and 26% in those without thrombocytopenia. The Deek's funnel plot was relatively symmetrical and the quantitative asymmetry test was non-significant (P = 0.14). This study indicates that thrombocytopenia was associated with poor outcome in patients with COVID-19. PROSPERO ID: CRD42020213974 Cambridge University Press 2021-01-29 /pmc/articles/PMC7889844/ /pubmed/33509306 http://dx.doi.org/10.1017/S0950268821000236 Text en © The Author(s) 2021 http://creativecommons.org/licenses/by/4.0/ http://creativecommons.org/licenses/by/4.0/This is an Open Access article, distributed under the terms of the Creative Commons Attribution licence (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted re-use, distribution, and reproduction in any medium, provided the original work is properly cited. |
spellingShingle | Original Paper Pranata, Raymond Lim, Michael Anthonius Yonas, Emir Huang, Ian Nasution, Sally Aman Setiati, Siti Alwi, Idrus Kuswardhani, Raden Ayu Tuty Thrombocytopenia as a prognostic marker in COVID-19 patients: diagnostic test accuracy meta-analysis |
title | Thrombocytopenia as a prognostic marker in COVID-19 patients: diagnostic test accuracy meta-analysis |
title_full | Thrombocytopenia as a prognostic marker in COVID-19 patients: diagnostic test accuracy meta-analysis |
title_fullStr | Thrombocytopenia as a prognostic marker in COVID-19 patients: diagnostic test accuracy meta-analysis |
title_full_unstemmed | Thrombocytopenia as a prognostic marker in COVID-19 patients: diagnostic test accuracy meta-analysis |
title_short | Thrombocytopenia as a prognostic marker in COVID-19 patients: diagnostic test accuracy meta-analysis |
title_sort | thrombocytopenia as a prognostic marker in covid-19 patients: diagnostic test accuracy meta-analysis |
topic | Original Paper |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7889844/ https://www.ncbi.nlm.nih.gov/pubmed/33509306 http://dx.doi.org/10.1017/S0950268821000236 |
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